rs1333049
CDKN2B-AS1 9p21
- Chromosome
- 9
- Risk allele
- C
Genotypes
Low Genetic Risk — Typical cardiovascular genetic risk at the 9p21 locus
Moderate Genetic Risk — Moderately elevated cardiovascular risk at the 9p21 locus
High Genetic Risk — Significantly elevated cardiovascular risk at the 9p21 locus
The 9p21 Locus — Your Heart's Most Important Genetic Signal
The 9p21 region on chromosome 9 harbors the most robust and consistently replicated genetic association with coronary artery disease11 genetic association with coronary artery disease
Identified in multiple genome-wide association studies in 2007, including the Wellcome Trust Case Control Consortium study ever discovered. This common variant lies within the long non-coding RNA gene CDKN2B-AS1 (also called ANRIL), positioned near cell cycle regulatory genes CDKN2A and CDKN2B. The C allele at rs1333049 is present in roughly 50% of people of European, Asian, and South Asian descent22 50% of people of European, Asian, and South Asian descent
gnomAD population data shows allele frequencies of 0.46-0.50 in most populations, but only 26% of those of African descent, making this one of the most prevalent cardiovascular risk variants worldwide.
The Mechanism
The rs1333049 variant sits within a regulatory region that affects expression of nearby genes33 regulatory region that affects expression of nearby genes
Located in 3'UTR of CDKN2B-AS1 long non-coding RNA involved in cell cycle control and vascular smooth muscle cell proliferation. The C risk allele appears to alter the dynamics of vascular smooth muscle cell growth, leading to accelerated atherosclerotic plaque formation44 accelerated atherosclerotic plaque formation
Studies show C allele carriers have increased plaque burden and progression. The risk variant may work through epigenetic mechanisms55 epigenetic mechanisms
CDKN2B-AS1 recruits polycomb repressive complexes PRC1 and PRC2 to silence nearby genes, affecting the expression of CDKN2A (p16) and CDKN2B (p15) proteins that normally regulate vascular cell growth and inflammation.
Critically, the 9p21 effect on CAD is independent of traditional cardiovascular risk factors66 the 9p21 effect on CAD is independent of traditional cardiovascular risk factors
Association persists after adjusting for blood pressure, cholesterol, smoking, diabetes like high cholesterol, hypertension, smoking, and diabetes. This means the genetic risk adds to — rather than explains — these conventional risks. The C allele is also associated with earlier age of disease onset77 earlier age of disease onset
CC genotype carriers develop coronary disease 2-5 years earlier than GG carriers, higher cholesterol and triglyceride levels, and increased risk of carotid atherosclerosis and peripheral artery disease.
The Evidence
The association between rs1333049 and coronary disease is among the strongest in all of human genetics88 strongest in all of human genetics
Original GWAS reported odds ratios of 1.47 for heterozygotes and 1.9 for CC homozygotes. A 2020 meta-analysis of 50 case-control studies99 2020 meta-analysis of 50 case-control studies
Including 35,915 cases and 48,873 controls across diverse populations encompassing over 84,000 individuals confirmed the C allele increases coronary heart disease risk with an overall odds ratio of 1.13 (allelic comparison) and 1.29 for CC homozygotes compared to GG. In absolute terms, CC carriers have roughly 25-50% increased risk1010 CC carriers have roughly 25-50% increased risk
Risk varies by study population and specific cardiovascular outcome measured of developing coronary artery disease compared to GG carriers.
The variant affects not only disease susceptibility but also outcomes after cardiac events. The GRACE Genetics Study1111 GRACE Genetics Study
3,247 patients with acute coronary syndrome followed for 6 months showed that C allele carriers had significantly higher rates of recurrent myocardial infarction (hazard ratio 1.48) and cardiac death within 6 months after an acute coronary syndrome. Interestingly, one study found CC homozygotes had lower recurrence rates1212 one study found CC homozygotes had lower recurrence rates
In the contemporary PCI era with optimal medical therapy when treated with modern percutaneous coronary intervention, suggesting intensive treatment may mitigate some genetic risk.
Notably, while the 9p21 variant increases risk of atherosclerotic disease development, it does not appear to affect disease progression or mortality once coronary disease is established1313 it does not appear to affect disease progression or mortality once coronary disease is established
No association found with all-cause mortality in CAD patients. This suggests the variant's primary effect is on disease initiation rather than progression.
Practical Implications
The remarkable finding about 9p21 is that genetic risk can be modified by diet1414 genetic risk can be modified by diet
INTERHEART study showed prudent diet eliminates genetic risk. In the INTERHEART study of over 8,000 individuals, those with the highest "prudent diet" scores (rich in raw vegetables and fruits) showed no increased MI risk from 9p21 variants, while those with low prudent diet scores and two risk alleles had a 2-fold increase in MI risk. A subsequent study found the Mediterranean dietary pattern reduces genetic risk1515 Mediterranean dietary pattern reduces genetic risk
Chinese cohort showed healthy diet decreased CC genotype MI risk from HR 6.39 to 2.38 for myocardial infarction in rs1333049 CC carriers.
Conversely, sugar-sweetened beverage consumption amplifies genetic risk1616 sugar-sweetened beverage consumption amplifies genetic risk
Those with highest SSB intake and CC genotype had OR 1.45 for MI, with those consuming the most sugar-sweetened beverages and carrying two C alleles showing 45% increased MI risk. This gene-environment interaction is particularly strong in populations of South Asian ancestry.
Standard cardiovascular prevention strategies apply but may be especially important for C allele carriers. This includes maintaining optimal blood pressure, cholesterol, and blood sugar1717 maintaining optimal blood pressure, cholesterol, and blood sugar
CC carriers in one study had higher total cholesterol and triglycerides, regular physical activity, smoking cessation, and stress management. Given the established risk, C allele carriers may benefit from earlier and more aggressive cardiovascular screening, including assessment of coronary artery calcium scores in middle age.
Interactions
The rs1333049 variant at 9p21 is in strong linkage disequilibrium with other 9p21 variants1818 strong linkage disequilibrium with other 9p21 variants
Including rs10757278, rs4977574, and rs10757274, meaning these variants are typically inherited together and contribute to the same biological effect. Other genetic variants affecting lipid metabolism, blood pressure regulation, and inflammation may compound with 9p21 to increase overall cardiovascular risk, though these would be assessed through comprehensive genetic panels rather than single-gene effects.
The most important interaction is with lifestyle factors. The protective effect of a diet high in fruits, vegetables, and whole grains appears to operate through anti-inflammatory and antioxidant mechanisms that may counteract the pro-atherosclerotic effects of the 9p21 risk allele. Conversely, pro-inflammatory dietary patterns (high in processed foods, sugar, and saturated fats) may amplify genetic risk.
rs16891982
SLC45A2 L374F
- Chromosome
- 5
- Risk allele
- G
Genotypes
Light Pigmentation — Nearly fixed in Europeans; lighter skin and hair with reduced melanin photoprotection
Dark Pigmentation — Ancestral genotype with enhanced melanin production and natural photoprotection
Intermediate Pigmentation — Mixed genetic background with moderate pigmentation and intermediate melanoma protection
The Pigmentation Gene That Shapes Melanoma Risk
SLC45A2 encodes a melanosomal membrane transporter protein previously known as MATP11 previously known as MATP
membrane-associated transporter protein that regulates melanin synthesis by controlling melanosomal pH through proton transport. The L374F variant (rs16891982) represents one of the most important genetic determinants of pigmentation variation in human populations, with the derived F374 allele nearly fixed in Northern Europeans but rare or absent in African and East Asian populations. This variant exemplifies the evolutionary trade-off22 evolutionary trade-off
lighter skin enhances vitamin D synthesis at high latitudes but reduces photoprotection between adaptive depigmentation for vitamin D synthesis in low-UV environments and protection against UV-induced skin damage.
The Mechanism
The L374F substitution changes a leucine to phenylalanine at position 374 of the SLC45A2 protein. This missense variant alters the protein's ability to maintain optimal melanosomal pH, which is critical for tyrosinase activity—the rate-limiting enzyme in melanin production. The ancestral L374 allele maintains an optimal pH environment for maximal eumelanin (brown-black pigment) synthesis, while the derived F374 allele creates a more acidic melanosomal environment that negatively affects tyrosinase activity33 negatively affects tyrosinase activity
reduced pH impairs copper binding to tyrosinase, leading to lighter pigmentation. Individuals carrying two copies of the F374 allele produce significantly less melanin, resulting in paler skin, lighter hair, and increased sun sensitivity.
The Evidence
The protective role of the C allele (F374) against melanoma was first identified in a Spanish case-control study of 131 melanoma patients44 Spanish case-control study of 131 melanoma patients
OR 0.41, 95% CI 0.24-0.70, P=0.008. This finding has been robustly replicated across multiple populations. A meta-analysis of three South European populations55 meta-analysis of three South European populations
1,639 melanoma cases and 1,342 controls confirmed the F374L variant as strongly protective for melanoma (OR 0.41, 95% CI 0.33-0.50, P=3.50×10⁻¹⁷), with the protective effect persisting even after adjustment for clinical confounders. A comprehensive field synopsis and meta-analysis66 comprehensive field synopsis and meta-analysis
genome-wide statistical significance P<1×10⁻⁷ identified SLC45A2 at 5p13.2 as one of only four loci with genome-wide significant association with cutaneous melanoma and strong epidemiological credibility.
Conversely, the ancestral L374 allele (G) is strongly associated with dark pigmentation. In a European population study77 European population study
OR 7.05 for black hair, the L374 allele significantly increased the likelihood of having black hair color. A Spanish population analysis of 558 individuals88 Spanish population analysis of 558 individuals
statistically significant correlation P<0.001 revealed that L374F allele frequency correlated with incident UV radiation intensity, with the 374F allele more frequent in lighter-skinned individuals. Remarkably, the homozygous L374/L374 genotype was absent in all 119 melanoma samples99 absent in all 119 melanoma samples
compared to 970 healthy controls from Spain, suggesting complete protection against melanoma development.
The F374 allele shows extreme population differentiation, with frequencies of approximately 96.5% in Germans, 88-94% in Southern Europeans, 61.5% in Turks, but only 14.7% in South Asians and 5.9% in Bangladeshis, and essentially absent in African populations1010 essentially absent in African populations
<6% frequency. This distribution pattern indicates recent positive selection1111 recent positive selection
evidence from haplotype analysis and neutrality tests favoring lighter pigmentation in European populations over the past 5,000-20,000 years.
Practical Implications
Your genotype at this position directly influences your skin's natural photoprotection capacity and melanoma risk. The paradox is straightforward: lighter skin (CC or CG genotypes) enhances vitamin D synthesis but dramatically increases vulnerability to UV-induced DNA damage and melanoma. Individuals with one or two copies of the C allele require more rigorous photoprotection than those with the GG genotype.
For CC and CG carriers, sun protection is not optional—it is a medical necessity. Use broad-spectrum sunscreen SPF 30 or higher1212 broad-spectrum sunscreen SPF 30 or higher
blocks 97% of UVB rays daily on all exposed skin, reapplied every 2 hours during sun exposure. Seek shade between 10 AM and 4 PM when UV intensity peaks. Wear protective clothing including long sleeves, wide-brimmed hats, and UV-blocking sunglasses. Avoid tanning beds entirely, as they deliver concentrated UV radiation without the photoprotective adaptations that occur with gradual sun exposure.
Annual full-body skin examinations by a dermatologist are recommended for CC carriers, particularly those with additional risk factors such as fair hair, multiple nevi (moles), or a family history of melanoma. Self-examination monthly can detect suspicious lesions early—melanoma detected at stage I has a 99% five-year survival rate.
For individuals with darker constitutive pigmentation (GG genotype), melanoma risk is substantially lower but not zero. While daily sunscreen may not be medically necessary in the same way, sun protection during prolonged outdoor activities and awareness of melanoma warning signs remain important.
Interactions
SLC45A2 L374F interacts epistatically with variants in other pigmentation genes to modulate melanoma risk. The most significant interaction occurs with MC1R (melanocortin-1 receptor) variants. Individuals carrying two or more MC1R red hair color variants1313 Individuals carrying two or more MC1R red hair color variants
well-established high-risk genotypes have decreased melanoma risk if they concurrently carry the protective SLC45A2 F374 variant. This suggests that while MC1R variants increase melanoma susceptibility through impaired tanning response, the high melanin synthesis enabled by the ancestral L374 allele can partially offset this risk.
Additional interactions have been documented with OCA2, ASIP, TYR, and TYRP1 variants. A large Australian case-control study1414 large Australian case-control study
1,738 cases and 4,517 controls detected significant epistatic interactions between SLC45A2 and OCA2 alleles, and between MC1R and ASIP alleles, in modulating melanoma risk. These pigmentation loci together account for approximately 12% of familial melanoma risk in high-UV populations.
The combined effect of multiple light-pigmentation variants compounds melanoma susceptibility beyond simple additive models. Individuals carrying high-risk alleles at SLC45A2, MC1R, TYR, and OCA2 simultaneously should be considered at substantially elevated risk and prioritized for intensive photoprotection counseling and surveillance.
rs1801133
MTHFR C677T
- Chromosome
- 1
- Risk allele
- A
Genotypes
Full Activity — Normal MTHFR enzyme activity
Mildly Reduced — One MTHFR variant — mildly reduced activity
Significantly Reduced — Two MTHFR variants — significantly reduced activity (~30%)
MTHFR C677T — The Methylation Gatekeeper
MTHFR (methylenetetrahydrofolate reductase) is arguably the most talked-about gene in nutritional genomics, and for good reason. It encodes the enzyme that converts 5,10-methylenetetrahydrofolate into 5-methyltetrahydrofolate 11 The active form of folate that enters the methylation cycle (methylfolate), the biologically active form of folate that your body actually uses. Methylfolate is essential for the methylation cycle 22 The methylation cycle adds methyl groups to DNA, proteins, and neurotransmitters — essential for hundreds of reactions, which affects DNA repair, neurotransmitter production, detoxification, and hundreds of other biochemical reactions.
The Mechanism
The C677T variant (rs1801133) causes an alanine-to-valine substitution 33 Alanine-to-valine substitution at position 222 of the enzyme (p.Ala222Val) at position 222 of the MTHFR enzyme. This makes the enzyme thermolabile 44 Thermolabile: the enzyme loses stability and function at normal body temperature — it loses activity at body temperature. The AA genotype 55 TT on the coding strand — 23andMe reports the complementary strand retains only about 30% of normal enzyme activity, while the AG genotype 66 CT on the coding strand retains about 65%. This means less dietary folate and supplemental folic acid gets converted to the methylfolate your cells need.
The Evidence
The C677T variant is one of the most extensively studied genetic variants in human
biology. A meta-analysis of over 80 studies77 meta-analysis of over 80 studies
Wen YY et al. Meta-analysis across 82 studies confirming the MTHFR-homocysteine link confirmed that the TT genotype is
associated with 25% higher homocysteine levels when folate intake is low. Elevated
homocysteine is an independent risk factor for cardiovascular disease88 cardiovascular disease
Mangoni AA & Jackson SHD. Homocysteine and cardiovascular disease. Am J Med, 2002, neural tube
defects, and possibly cognitive decline. However, the key finding is that adequate
folate intake essentially normalizes homocysteine in most TT individuals. A
large meta-analysis99 large meta-analysis
Clarke R et al. Homocysteine and coronary heart disease meta-analysis, 2012 found a 15%
excess coronary heart disease risk in TT homozygotes compared to CC homozygotes.
The Folic Acid Question
Synthetic folic acid (found in fortified foods and cheap supplements) must be
converted by MTHFR to become active methylfolate. If your MTHFR is working at
only 30% capacity, this conversion is a bottleneck. Methylfolate supplements
bypass this step entirely, which is why they are often recommended for people with
the TT genotype. Riboflavin (vitamin B2) is an essential cofactor for MTHFR and
has been shown to lower blood pressure1010 shown to lower blood pressure
McNulty H et al. showed riboflavin 1.6mg/day lowers blood pressure in MTHFR TT individuals by stabilizing the thermolabile enzyme
in TT individuals by stabilizing the thermolabile enzyme.
Practical Implications
The MTHFR C677T variant is extremely common — about 10-15% of Europeans are TT and about 40% are CT. It is not a disease-causing mutation. With adequate folate (especially as methylfolate), B12, B2, and B6 intake, most people with the TT genotype function perfectly normally. The key is knowing your status so you can optimize your B vitamin strategy.
Interactions
The C677T variant interacts importantly with the A1298C variant (rs1801131) — compound heterozygosity (one copy of each) can reduce MTHFR activity to 40-50%. It also interacts with SLC19A1 (rs1051266), which controls folate transport into cells, and COMT (rs4680), which determines tolerance for methyl donors. Methotrexate, an antifolate drug, has increased toxicity in C677T carriers.
rs1815739
ACTN3 R577X
- Chromosome
- 11
- Risk allele
- T
Genotypes
Full Alpha-Actinin-3 — Full alpha-actinin-3 expression — optimized for sprint and power
One Working Copy — One functional copy — mixed power and endurance profile
Alpha-Actinin-3 Deficient — No alpha-actinin-3 — endurance-shifted muscle profile
ACTN3 R577X — The Sprint Gene
The ACTN3 gene encodes alpha-actinin-311 alpha-actinin-3
A structural protein found exclusively in type II (fast-twitch) muscle fibers, where it anchors the contractile apparatus at the Z-disc, a structural protein found exclusively in
fast-twitch (type II) muscle fibers. It is arguably the most replicated finding
in exercise genetics. A single C-to-T change at position 577 converts an arginine
codon to a premature stop codon, completely abolishing protein production. About
1.5 billion people worldwide carry two copies of the T allele and produce no
alpha-actinin-3 at all — yet they are perfectly healthy. This makes ACTN3 R577X
one of the most common "loss of function" variants in the human genome.
The Mechanism
Alpha-actinin-3 is a sarcomeric22 sarcomeric
Sarcomere: the basic contractile unit of skeletal muscle, bounded by Z-discs protein that crosslinks actin
filaments at the Z-disc of fast-twitch muscle fibers. It plays a structural and
signaling role in these fibers, contributing to their ability to generate rapid,
forceful contractions. When the R577X stop codon (T allele) is present on both
chromosomes, the protein is entirely absent. Its closely related paralog,
alpha-actinin-233 alpha-actinin-2
ACTN2 is expressed in all muscle fibers and partially compensates for ACTN3 loss, explaining why XX individuals have no disease phenotype,
partially compensates for this loss, which is why deficiency causes no disease.
However, the compensation is imperfect. Fast-twitch fibers lacking alpha-actinin-3
undergo a subtle remodeling: they shift toward slower, more oxidative
contractile properties44 contractile properties
Including changes in myosin heavy chain isoforms and sarcoplasmic reticulum calcium handling,
improved aerobic enzyme activity, and enhanced fatigue recovery. In essence,
fast-twitch fibers in XX individuals behave a bit more like slow-twitch fibers.
The Evidence
The landmark 2003 study55 landmark 2003 study
Yang N et al. ACTN3 genotype is associated with human elite athletic performance. Am J Hum Genet, 2003
by Yang and colleagues at the Australian Institute of Sport found that the RR
genotype was significantly overrepresented among elite sprint and power athletes,
while no female power athlete or Olympic sprinter in their cohort had the XX
genotype. This has since been replicated extensively.
A meta-analysis of 44 studies66 meta-analysis of 44 studies
Houweling PJ et al. Association of the ACTN3 R577X polymorphism with elite power sports: A meta-analysis. PLoS One, 2019
covering 20,753 participants found the R allele at OR 1.21 (95% CI 1.07-1.37) in
power athletes versus controls. The most recent systematic review77 recent systematic review
El Ouali M et al. Systematic review and meta-analysis of ACTN3 R577X in power vs endurance athletes. Sports Med Open, 2024
of 25 studies (14,541 participants) confirmed RR overrepresentation in power
athletes with OR 1.48 (95% CI 1.25-1.75, p < 0.00001) versus controls, while
the XX genotype was significantly underrepresented (OR 0.63).
The biological mechanism was confirmed in ACTN3 knockout mice88 ACTN3 knockout mice
MacArthur DG et al. Loss of ACTN3 gene function alters mouse muscle metabolism. Nat Genet, 2007,
which showed a clear shift in fast-fiber metabolism toward aerobic pathways,
reduced fast fiber diameter, and increased endurance capacity.
Beyond Athletics
ACTN3 R577X is more than a "speed gene." The XX genotype has been associated with
superior cold tolerance99 superior cold tolerance
Wyckelsma VL et al. Loss of alpha-actinin-3 provides superior cold resilience and muscle heat generation. Am J Hum Genet, 2021 —
XX individuals maintain core body temperature better during cold exposure through
altered muscle thermogenesis (increased muscle tone rather than shivering). This
may explain why the X allele increased in frequency as humans migrated to colder
climates, reaching its highest prevalence in South Asian and East Asian populations.
The XX genotype has also been linked to increased injury susceptibility1010 increased injury susceptibility
Systematic review of ACTN3 R577X and non-contact injury risk in trained athletes,
particularly non-contact muscle injuries and ligament damage, as well as greater
exercise-induced muscle damage after eccentric exercise. In older adults,
alpha-actinin-3 deficiency is associated with reduced muscle strength, decreased
bone mineral density, and potentially faster sarcopenic decline.
Practical Implications
For CC (RR) individuals: your fast-twitch fibers are optimized for explosive power. You may have a natural advantage in sprinting, jumping, and strength sports. High-intensity interval training and power-focused resistance training align well with your fiber type profile.
For TT (XX) individuals: your muscle fibers are shifted toward endurance and aerobic efficiency. You may excel in longer-duration activities and recover from aerobic exercise more effectively. Pay extra attention to gradual eccentric loading progression and injury prevention, since your connective tissues may be more vulnerable to high-force impacts.
For CT (RX) individuals: you have an intermediate profile with one functional copy, giving you a versatile mix of power and endurance capacity. Most elite athletes across disciplines carry this genotype.
Interactions
ACTN3 R577X has been studied alongside ACE I/D (angiotensin-converting enzyme insertion/deletion polymorphism) and PPARA variants in exercise genetics. The ACE DD genotype combined with ACTN3 RR appears to compound power/sprint advantages, while ACE II plus ACTN3 XX may compound endurance traits. However, these interactions are based on observational athlete cohort data and remain at the level of moderate evidence.
rs2187668
HLA-DQA1 DQ2.5 tag
- Chromosome
- 6
- Risk allele
- T
Genotypes
No HLA-DQ2.5 — celiac disease highly unlikely
DQ2.5 Carrier — One copy of HLA-DQ2.5 — moderate genetic risk for celiac disease
DQ2.5 Homozygote — Two copies of HLA-DQ2.5 — highest genetic risk for celiac disease
HLA-DQ2.5 — The Celiac Disease Gatekeeper
The HLA-DQA111 HLA-DQA1
Human leukocyte antigen genes encode cell-surface proteins that present peptides to immune cells. Variations determine which foreign and self-proteins your immune system can recognize gene encodes one chain of the HLA-DQ protein complex, which sits on the surface of antigen-presenting cells and determines what peptide fragments get shown to T cells. The rs2187668 SNP is a tag variant22 tag variant
A "tag SNP" doesn't cause disease itself but travels with disease-causing variants due to linkage disequilibrium, serving as a convenient marker that efficiently identifies the HLA-DQ2.5 haplotype—a specific combination of alleles that encodes the DQ2.5 protein isoform. This isoform has an unusually strong affinity for presenting gluten peptides to immune cells, making it the single strongest genetic risk factor33 single strongest genetic risk factor
OR 7.04 in the initial GWAS; homozygotes have OR >10 for celiac disease.
The Mechanism
HLA-DQ2.5 consists of an alpha-5 chain (from DQA1*05) and a beta-2 chain (from DQB1*02), forming a heterodimer44 heterodimer
A protein complex made of two different subunits on the cell surface. When gluten enters the intestine and is partially digested, certain proline-rich peptides55 proline-rich peptides
These resist complete breakdown by digestive enzymes, making them unusually persistent escape degradation. In the intestinal lining, the enzyme tissue transglutaminase66 tissue transglutaminase
An enzyme that normally repairs tissue damage but inadvertently modifies gluten peptides in ways that increase their immune reactivity deamidates these peptides, converting glutamine residues to glutamic acid. This modification dramatically increases their binding affinity for DQ2.5. The DQ2.5-gluten complex then activates CD4+ T cells, triggering an inflammatory cascade that damages the intestinal villi. The rs2187668 T allele tags this entire haplotype with r² = 0.9777 r² = 0.97
Nearly perfect linkage disequilibrium, meaning the T allele almost always travels with the full DQ2.5 haplotype.
The Evidence
Genome-wide association studies88 Genome-wide association studies
van Heel et al. tested 310,605 SNPs in 778 celiac cases and 1,422 controls identified rs2187668 as the most strongly associated variant (P < 10⁻¹⁹), with the A (also written as T on the forward strand) allele present in 53% of cases versus 14% of controls. One or two copies of DQ2.5 were present in 89% of UK celiac patients99 89% of UK celiac patients
Compared to 26% of population controls versus 26% of controls. Validation studies1010 Validation studies
Monsuur et al. genotyped 729 individuals confirmed that rs2187668 predicts DQ2.5 with 99.6% sensitivity and 99.4% specificity—only 7 of 1,460 chromosomes gave false results.
The gene-dose effect is substantial. Homozygous DQ2.5 carriers1111 Homozygous DQ2.5 carriers
Vader et al. studied T cell responses in patients with different DQ2 configurations show stronger and broader gluten-specific T cell responses than heterozygotes. In celiac patients1212 celiac patients
Meta-analysis of 7 studies with 3,209 cases and 7,358 controls homozygous DQ2.5 confers approximately 5-fold higher risk than heterozygous. Mechanistic studies1313 Mechanistic studies
Megiorni et al. demonstrated preferential expression of DQ2.5 alleles revealed that DQA1*05 and DQB1*02 are expressed at much higher levels than non-predisposing alleles, explaining why even heterozygotes have high cell-surface DQ2.5 density.
Beyond celiac disease, rs2187668 associates with type 1 diabetes1414 type 1 diabetes
Howson et al. tested 24 loci in 1,384 adult-onset autoimmune diabetes cases (OR 5.36 for the T allele in type 1 diabetes), autoimmune hepatitis1515 autoimmune hepatitis
German cohort of 106 patients (24.5% T allele frequency in cases vs. 7.2% in controls, P < 0.001), and idiopathic membranous nephropathy1616 idiopathic membranous nephropathy
Meta-analysis of 11 studies with 3,209 cases (OR 3.34 for the A allele). The T allele also shows positive association1717 positive association
Type 1 Diabetes Genetics Consortium study of 6,556 cases with GAD antibodies and tissue transglutaminase antibodies in type 1 diabetes families, reflecting shared autoimmune mechanisms.
Practical Implications
The critical insight: HLA-DQ2.5 is necessary but not sufficient for celiac disease. About 25-30% of Europeans1818 25-30% of Europeans
Population frequency estimates from multiple cohorts carry at least one copy of DQ2.5, but only 1% develop celiac disease. This means the T allele identifies genetic susceptibility, not destiny. However, the negative predictive value1919 negative predictive value
The probability that someone without the risk alleles will not develop the disease is excellent—absence of DQ2.5 (and DQ8, tagged by rs7454108) makes celiac disease extremely unlikely, useful for ruling out the diagnosis in ambiguous cases.
For dietary decisions, genetic testing alone is insufficient. Celiac disease requires serological testing2020 serological testing
Anti-tissue transglutaminase IgA antibodies are the first-line screen (anti-tissue transglutaminase antibodies) and, if positive, small intestine biopsy2121 small intestine biopsy
Gold standard showing villous atrophy, crypt hyperplasia, and increased intraepithelial lymphocytes showing villous atrophy. Genetic testing is most useful when serological results are equivocal, when someone is already following a gluten-free diet (antibodies disappear but genes don't), or for family members deciding whether screening is warranted.
If you're TT (homozygous DQ2.5), you have the highest genetic risk, but environmental factors—possibly including gut microbiome composition2222 gut microbiome composition
Recent studies link specific bacterial strains to celiac risk, timing of gluten introduction in infancy, and viral infections—determine whether disease develops. Monitor for symptoms (chronic diarrhea, bloating, iron-deficiency anemia, dermatitis herpetiformis) and discuss antibody screening with your physician if symptoms arise or if you have a first-degree relative with celiac disease.
Interactions
Gene-dose effects are well documented. Compound heterozygotes2323 Compound heterozygotes
Individuals with DQ2.5/DQ2.2, who have two copies of DQB1*02 but only one copy of DQA1*05 with DQ2.5 on one chromosome and DQ2.2 (tagged by rs2395182 and rs7775228) on the other have intermediate risk between DQ2.5 homozygotes and simple heterozygotes, because they can form trans-heterodimers with increased DQ2.5-like function. Similarly, individuals with DQ2.2 and DQ7 (rs4639334) in trans can form DQ2.5-equivalent molecules2424 DQ2.5-equivalent molecules
The alpha chain from DQ7 combines with the beta chain from DQ2.2 to functionally mimic DQ2.5 cross-chromosomally, explaining celiac disease cases in people who appear DQ2.5-negative on single-SNP testing.
The combination of DQ2.5 with DQ8 (rs7454108) confers additive risk2525 additive risk
Each haplotype contributes independently; together they increase risk beyond either alone for both celiac disease and type 1 diabetes. In type 1 diabetes, DQ2.5/DQ8 heterozygotes represent the most common high-risk genotype2626 high-risk genotype
Especially in late-onset and latent autoimmune diabetes in adults, highlighting convergent autoimmune pathways.
rs225014
DIO2 Thr92Ala
- Chromosome
- 14
- Risk allele
- C
Genotypes
Normal Converter — Normal T4-to-T3 conversion efficiency
Intermediate Converter — One copy of the variant causes mildly reduced T4-to-T3 conversion efficiency
Reduced Converter — Two copies of the variant reduce T4-to-T3 conversion efficiency by approximately 20%
DIO2 Thr92Ala — Why Some People Need T3 Instead of T4 Alone
Your thyroid gland secretes mostly T4 (thyroxine), an inactive prohormone that must be converted to T3 (triiodothyronine) to exert biological effects. This conversion happens locally in tissues11 This conversion happens locally in tissues
The brain derives up to 80% of its intracellular T3 from circulating T4 through local conversion via the type 2 deiodinase (DIO2) enzyme. The Thr92Ala variant changes a threonine to alanine at position 92 of the DIO2 protein, reducing enzyme activity by approximately 20%22 reducing enzyme activity by approximately 20%
Panicker et al. J Clin Endocrinol Metab 2009 and altering its cellular behavior. This common variant affects roughly 36% of people of European ancestry33 roughly 36% of people of European ancestry
Present in 11-16% as CC homozygotes and has become a focal point in debates about optimal thyroid hormone replacement therapy.
The Mechanism
The wild-type Thr92 version of DIO2 normally resides in the endoplasmic reticulum, where it efficiently converts T4 to T3. The Ala92 variant protein has a longer half-life44 The Ala92 variant protein has a longer half-life
Mislocalized to the Golgi apparatus and accumulates in the Golgi apparatus rather than the ER. This ectopic localization disrupts normal cellular function and reduces the efficiency of T4-to-T3 conversion55 reduces the efficiency of T4-to-T3 conversion
Castagna et al. demonstrated lower T3 levels in muscle and thyrotrophs, particularly in tissues that rely heavily on local T3 production like the brain and pituitary gland. Because DIO2 activity in the hypothalamus and pituitary regulates TSH secretion through negative feedback, the variant can create a mismatch: normal serum TSH and T4 levels may mask inadequate tissue-level T3, especially in the central nervous system.
The Evidence
The landmark study establishing clinical relevance of this variant analyzed 552 hypothyroid patients on levothyroxine (T4) monotherapy66 552 hypothyroid patients on levothyroxine (T4) monotherapy
Panicker et al. J Clin Endocrinol Metab 2009. The CC genotype was present in 16% of participants and was associated with worse baseline psychological well-being scores77 worse baseline psychological well-being scores
14.1 vs 12.8 on GHQ-12, P=0.03 compared to TT carriers. More importantly, CC carriers showed greater improvement on T4+T3 combination therapy88 greater improvement on T4+T3 combination therapy
2.3 GHQ points at 3 months, P=0.03 compared to T4 alone, despite no differences in serum thyroid hormone levels between genotypes.
A Danish randomized controlled trial of 45 hypothyroid patients99 Danish randomized controlled trial of 45 hypothyroid patients
Carle et al. Eur Thyroid J 2017 found that preference for T4+T3 combination therapy increased in a dose-dependent manner with genetic burden: 42% preferred combination therapy with no polymorphisms, 63% with one polymorphism (DIO2 or MCT10), and 100% with both1010 42% preferred combination therapy with no polymorphisms, 63% with one polymorphism (DIO2 or MCT10), and 100% with both
p=0.009 for trend. This suggests the DIO2 variant has a measurable, though incomplete, effect on treatment satisfaction.
In thyroidectomized patients on levothyroxine replacement1111 thyroidectomized patients on levothyroxine replacement
Porcelli et al. J Clin Endocrinol Metab 2017, carriers of the Thr92Ala variant showed significantly lower serum free T3 levels1212 significantly lower serum free T3 levels
34.3% had reduced FT3 despite normal TSH compared to wild-type patients, providing biochemical confirmation that the variant impairs systemic T4-to-T3 conversion. However, not all studies show associations: [a Dutch population study of over 1,000 individuals | Wouters et al. Thyroid 2017] found no association with thyroid hormone levels or quality of life in the general population, suggesting the variant's effects may be most apparent in patients who lack endogenous thyroid function.
Beyond thyroid therapy, the variant has been linked to higher body mass index, insulin resistance, and type 2 diabetes1313 higher body mass index, insulin resistance, and type 2 diabetes
Multiple studies in diverse populations, suggesting DIO2 activity influences metabolic regulation. Associations have also been reported with osteoarthritis, bipolar disorder, and schizophrenia1414 osteoarthritis, bipolar disorder, and schizophrenia
DIO2 is expressed in growth plate cartilage and multiple brain regions.
Practical Implications
If you're on levothyroxine (T4) monotherapy and still experience fatigue, weight gain, brain fog, or mood disturbances1515 fatigue, weight gain, brain fog, or mood disturbances
Common persistent symptoms in euthyroid patients despite normal TSH levels, the Thr92Ala variant could be contributing. The evidence supports considering T4+T3 combination therapy for C-allele carriers who remain symptomatic. Current guidelines suggest an L-T4/L-T3 dose ratio between 13:1 and 20:1 by weight1616 an L-T4/L-T3 dose ratio between 13:1 and 20:1 by weight
European Thyroid Association guidelines, with T3 typically split into two daily doses due to its shorter half-life.
Testing for this variant can be useful before thyroidectomy to anticipate which patients may struggle with T4 monotherapy. However, genetic testing is not widely available through standard medical channels; historically, 23andMe included rs225014 on their v3 and v4 chips, but it was removed from the v5 chip1717 it was removed from the v5 chip
No longer genotyped as of 2017. Specialized laboratories like Regenerus Labs offer targeted DIO2 genotyping.
For those with hypothyroidism who are not on thyroid medication, ensuring adequate selenium and iodine intake1818 selenium and iodine intake
DIO2 is a selenoprotein requiring selenium for function supports whatever DIO2 enzyme activity remains. However, dietary interventions alone are unlikely to fully compensate for reduced enzyme efficiency in homozygous C-allele carriers.
Interactions
The DIO2 variant interacts with rs17606253 in the MCT10 gene, which encodes a thyroid hormone transporter. The Danish RCT showed that patients with both polymorphisms had 100% preference for T4+T3 combination therapy1919 The Danish RCT showed that patients with both polymorphisms had 100% preference for T4+T3 combination therapy
Carle et al. 2017, suggesting the combination creates a more severe impairment in cellular thyroid hormone availability than either variant alone. This makes biological sense: MCT10 transports thyroid hormones into cells, and DIO2 converts T4 to T3 once inside; defects in both steps compound the problem.
Another variant within the DIO2 gene, rs12885300 (ORFa-Gly3Asp), has been studied alongside Thr92Ala in several trials. While less consistently associated with clinical outcomes, it may modulate DIO2 expression levels and has been linked to body weight changes after Graves' disease treatment2020 linked to body weight changes after Graves' disease treatment
Combined analysis shows additive effects.
Compound implication for DIO2 Thr92Ala + MCT10 rs17606253: Individuals carrying both the DIO2 C allele (CT or CC) and the MCT10 variant may experience more pronounced difficulties with T4 monotherapy and show the strongest preference for T4+T3 combination treatment. If you match this profile and have persistent hypothyroid symptoms despite normal TSH on levothyroxine, discuss combination therapy with your endocrinologist, citing the Carle et al. 2017 study.
rs3892097
CYP2D6 *4
- Chromosome
- 22
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal CYP2D6 activity
Intermediate Metabolizer — Intermediate CYP2D6 metabolizer
Poor Metabolizer — Poor CYP2D6 metabolizer - medication adjustments needed
CYP2D6*4 - The Most Important Drug Metabolism Gene
CYP2D6 is one of the most clinically significant drug-metabolizing enzymes in the human body. Despite making up only about 2% of liver CYP450 content, it metabolizes approximately 25% of all clinically used medications. The *4 allele11 rs3892097 is the most common non-functional variant in European populations, carried by about 25% of people.
The Mechanism
The CYP2D6*4 variant is a splice site mutation22 A splice site mutation disrupts the boundary between coding and non-coding DNA, preventing correct protein assembly33 G>A at the intron 3/exon 4 boundary that causes aberrant mRNA splicing, producing a completely non-functional enzyme. Unlike variants that merely reduce activity, *4 abolishes CYP2D6 function entirely from that allele. Individuals homozygous for *4 (AA) are classified as CYP2D6 poor metabolizers.
Prodrugs vs. Active Drugs
The clinical impact of CYP2D6 status depends on whether a medication is a prodrug44 A prodrug is inactive until the body converts it to its active form or an active drug (needs CYP2D6 to be eliminated).
For prodrugs like codeine and tramadol, poor metabolizers get NO pain relief because these drugs cannot be converted to their active forms55 Codeine is converted to morphine; tramadol to O-desmethyltramadol. This is not a matter of dose adjustment - these drugs simply will not work.
For active drugs like many antidepressants66 e.g. fluoxetine, paroxetine, venlafaxine, beta-blockers, and tamoxifen, poor metabolizers accumulate higher drug levels, increasing the risk of side effects and toxicity.
The Evidence
CYP2D6 pharmacogenomics has the strongest evidence base of any pharmacogene. The
Clinical Pharmacogenetics Implementation Consortium (CPIC)77 Clinical Pharmacogenetics Implementation Consortium (CPIC) and the Dutch
Pharmacogenetics Working Group (DPWG)88 Dutch
Pharmacogenetics Working Group (DPWG)
Dutch Pharmacogenetics Working Group at PharmGKB have published dosing guidelines for over
30 CYP2D6 substrate medications. Major medical centers now routinely test CYP2D6
before prescribing certain medications. The Gaedigk activity score system99 Gaedigk activity score system
Gaedigk A et al. The CYP2D6 activity score. Clin Pharmacol Ther, 2008
translates complex CYP2D6 genotypes into a quantitative measure of predicted
enzyme activity, enabling standardized phenotype assignment.
What You Should Do
If you carry even one *4 allele, this is clinically actionable information. Share your CYP2D6 status with all prescribing physicians and pharmacists. Consider requesting your full CYP2D6 genotype through clinical pharmacogenomic testing, as 23andMe only captures some of the known variants.
rs6265
BDNF Val66Met
- Chromosome
- 11
- Risk allele
- T
Genotypes
Full BDNF Secretion — Normal activity-dependent BDNF release
Reduced BDNF Secretion — Moderately reduced activity-dependent BDNF release (~18-30% reduction)
Significantly Reduced BDNF Secretion — Substantially reduced activity-dependent BDNF release
BDNF Val66Met — The Neuroplasticity Variant
Brain-derived neurotrophic factor11 Brain-derived neurotrophic factor
BDNF is the most abundant neurotrophin
in the adult brain. It belongs to the nerve growth factor family and signals
through the TrkB receptor to promote neuronal survival, differentiation,
and synaptic plasticity (BDNF) is the brain's master growth signal for
neurons. It drives the formation of new synaptic connections, strengthens
existing ones, and supports neuronal survival across the lifespan. The
Val66Met variant (rs6265) is the most studied polymorphism in all of
neurogenetics — a single amino acid change that alters how BDNF is
released from neurons, with measurable consequences for memory, brain
structure, stress resilience, and response to exercise.
The Mechanism
BDNF exists in two secretory pools inside neurons. The
constitutive pathway22 constitutive pathway
A steady, low-level release of BDNF that occurs
regardless of neuronal activity, maintaining baseline trophic support
provides a steady trickle of BDNF. The
regulated pathway33 regulated pathway
Activity-dependent release triggered by neuronal
firing, essential for long-term potentiation (LTP) and memory
consolidation. This is the pathway impaired by the Met allele releases
BDNF in bursts when neurons fire — and this activity-dependent release is
what drives long-term potentiation44 long-term potentiation
LTP: the molecular basis of learning
and memory. When neurons fire together repeatedly, their connections
strengthen. BDNF is a key mediator of this process, memory consolidation,
and synaptic remodeling.
The Val66Met substitution occurs in the prodomain55 prodomain
The "pro" region of
the BDNF precursor protein (pro-BDNF), which is cleaved before secretion.
The prodomain contains the sorting signal that directs BDNF to secretory
granules of the BDNF precursor. The
methionine substitution disrupts a critical sorting signal66 methionine substitution disrupts a critical sorting signal
Chen ZY et al.
Variant brain-derived neurotrophic factor (BDNF) (Met66) alters the
intracellular trafficking and activity-dependent secretion of wild-type
BDNF in neurosecretory cells and cortical neurons. J Neurosci, 2004
that directs pro-BDNF into secretory granules. Met-BDNF is not properly
sorted into these granules, so it cannot be released in the
activity-dependent bursts that neurons need for plasticity. Total BDNF
production is normal — but the regulated release that matters for learning
and memory is impaired by roughly 18-30% in heterozygotes and more
substantially in Met/Met homozygotes.
The Evidence
The landmark 2003 study by Egan and colleagues77 landmark 2003 study by Egan and colleagues
Egan MF et al. The BDNF
val66met polymorphism affects activity-dependent secretion of BDNF and
human memory and hippocampal function. Cell, 2003
established the core finding: Met carriers showed reduced hippocampal
activation during memory tasks and poorer episodic memory performance.
This was confirmed by
Hariri et al.88 Hariri et al.
Hariri AR et al. Brain-derived neurotrophic factor
val66met polymorphism affects human memory-related hippocampal activity
and predicts memory performance. J Neurosci, 2003,
who found that the BDNF genotype-hippocampal interaction accounted for
25% of the variance in recognition memory.
A meta-analysis of 3,620 healthy subjects99 meta-analysis of 3,620 healthy subjects
Molendijk ML et al. A
systematic review and meta-analysis on the association between BDNF
val66met and hippocampal volume. Am J Med Genet B Neuropsychiatr Genet,
2012 found Met carriers have
modestly smaller hippocampal volumes (Cohen's d = 0.13, P = 0.02). The
effect is real but small — and likely influenced by age, with some evidence
that differences become more pronounced in older adults and in the context
of neuropsychiatric illness.
The stress connection is equally important. The Met allele is associated
with heightened HPA axis reactivity1010 heightened HPA axis reactivity
The hypothalamic-pituitary-adrenal
axis is the body's central stress response system. Heightened HPA reactivity
means a stronger cortisol response to stressors to psychological stress,
and a meta-analysis of gene-environment interaction1111 meta-analysis of gene-environment interaction
Hosang GM et al.
Interaction between stress and the BDNF Val66Met polymorphism in
depression: a systematic review and meta-analysis. BMC Med, 2014
found that the Met allele significantly moderates the relationship between
life stress and depression (P = 0.01 for stressful life events). In men
specifically, the Met allele was associated with increased depression
risk (OR 1.27, 95% CI 1.10-1.47).
Exercise — The Most Powerful BDNF Booster
Aerobic exercise is the strongest known stimulus for BDNF release. The
Erickson et al. randomized controlled trial1212 Erickson et al. randomized controlled trial
Erickson KI et al. Exercise
training increases size of hippocampus and improves memory. Proc Natl Acad
Sci USA, 2011 demonstrated that
one year of moderate aerobic walking increased hippocampal volume by 2% and
significantly raised serum BDNF in 120 older adults — effectively reversing
1-2 years of age-related hippocampal shrinkage.
The relationship between Val66Met and exercise response is nuanced. A
systematic review1313 systematic review
Helm EE et al. The BDNF Val66Met polymorphism,
regular exercise, and cognition: a systematic review. Exerc Sport Sci Rev,
2020 found that exercise
benefits cognition regardless of genotype. Some studies suggest Val/Val
carriers show greater BDNF increases after acute exercise, while others
find Met carriers may derive larger cognitive benefits from regular exercise
programs — potentially because they have more room to improve in
activity-dependent BDNF signaling. The practical takeaway: regular aerobic
exercise is beneficial for everyone, and may be especially important for
Met carriers who start with reduced activity-dependent BDNF release.
Practical Implications
The Val66Met variant is not a disease-causing mutation. Roughly 36% of people worldwide carry at least one Met allele, and the majority function normally. The variant modestly shifts the curve on memory efficiency, stress resilience, and hippocampal integrity — effects that are most relevant when combined with aging, chronic stress, or sedentary lifestyle.
The actionable finding is clear: lifestyle factors that boost BDNF signaling — particularly aerobic exercise, quality sleep, and stress management — can compensate for reduced activity-dependent release. Met carriers who exercise regularly may effectively normalize their BDNF signaling, while sedentary Met carriers are at greatest disadvantage.
Interactions
BDNF and COMT (rs4680)1414 COMT (rs4680)
Catechol-O-methyltransferase: the enzyme that
breaks down dopamine in the prefrontal cortex. The Met158 variant
(rs4680 AA) has lower enzyme activity, leading to higher dopamine
levels both influence prefrontal cortex function through converging
dopamine-BDNF pathways. A
review of the molecular genetics of cognition1515 review of the molecular genetics of cognition
Savitz J et al. The
molecular genetics of cognition: dopamine, COMT and BDNF. Genes Brain
Behav, 2006 highlighted that
BDNF promotes survival and function of dopaminergic neurons, while COMT
determines dopamine clearance in prefrontal cortex. Carriers of both
BDNF Met and COMT Met (rs4680 AA) may have a specific prefrontal
vulnerability that benefits particularly from combined exercise and stress
management strategies.
BDNF also interacts with the serotonin system. The Val66Met variant
has been shown to interact epistatically with 5-HTTLPR1616 interact epistatically with 5-HTTLPR
Grabe HJ et al.
BDNF Val66Met is associated with introversion and interacts with 5-HTTLPR
to influence neuroticism. Neuropsychopharmacology, 2009
to influence neuroticism and stress vulnerability, though 5-HTTLPR is a
variable-length repeat rather than a single SNP.
The Val66Met variant may modulate response to antidepressant treatment.
Met carriers show different response patterns to SSRIs depending on
ethnicity, and the Met allele appears to
impair the synaptogenic and antidepressant effects of ketamine1717 impair the synaptogenic and antidepressant effects of ketamine
Liu RJ
et al. BDNF Val66Met allele impairs basal and ketamine-stimulated
synaptogenesis in prefrontal cortex. Biol Psychiatry, 2012
in preclinical models.
rs7903146
TCF7L2
- Chromosome
- 10
- Risk allele
- T
Genotypes
Flexible Dieter — Protective genotype - flexible with dietary fat
Fat-Sensitive — One risk allele - moderate fat works best
Strict Low-Fat — Two risk alleles - avoid high-fat diets
The Master Switch for Diabetes Risk and Diet
TCF7L2 (Transcription Factor 7 Like 2) is arguably the most important gene for understanding your dietary needs. It encodes a transcription factor involved in the Wnt signaling pathway11 The Wnt pathway regulates cell growth and differentiation, and is critical for pancreatic beta-cell development and function, which is critical for insulin secretion from pancreatic beta cells22 Beta cells in the islets of Langerhans produce insulin, the hormone that lowers blood sugar.
The Mechanism
The T allele at rs7903146 sits within intron 3 of TCF7L2 and alters how the gene is expressed in pancreatic islets. Individuals homozygous for the T allele express approximately 2.6-fold higher levels of TCF7L2 mRNA compared to CC homozygotes, which paradoxically impairs beta-cell function. Carriers produce less insulin in response to meals, particularly high-fat meals. This doesn't mean you'll definitely get diabetes — it means your body is more sensitive to dietary choices.
The Evidence
Multiple large clinical trials have demonstrated the diet-gene interaction:
- The Pounds Lost trial33 Pounds Lost trial
Mattei et al. TCF7L2 genetic variants modulate the effect of dietary fat intake on changes in body composition during a weight-loss intervention. Am J Clin Nutr, 2012 (811 participants, 2 years) showed T carriers lost less weight on high-fat diets but did equally well on lower-fat diets. - The DiOGenes study44 DiOGenes study
Grau et al. TCF7L2 rs7903146-macronutrient interaction in obese individuals' responses to a 10-wk randomized hypoenergetic diet. Am J Clin Nutr, 2010 confirmed T carriers have worse insulin sensitivity on high-fat diets. TT homozygotes on high-fat diets lost only 2.6 kg versus 6.9 kg on low-fat diets. - A meta-analysis of over 115,000 subjects55 meta-analysis of over 115,000 subjects
Wang et al. Meta-analysis of association between TCF7L2 polymorphism rs7903146 and type 2 diabetes mellitus. BMC Med Genet, 2018 confirmed TCF7L2 as the strongest common genetic predictor of type 2 diabetes with a pooled OR of 1.46. - The original discovery66 original discovery
Grant et al. Variant of transcription factor 7-like 2 (TCF7L2) gene confers risk of type 2 diabetes. Nat Genet, 2006 identified the variant with heterozygous carriers having 1.45-fold risk and homozygous carriers 2.41-fold risk.
What This Means Practically
If you carry the T allele, high-fat and ketogenic diets work against your genetics. A Mediterranean-style diet with moderate fat (25-35% of calories) is ideal. If you're CC, you have more dietary flexibility.
Interactions
TCF7L2 risk compounds with APOE E4 status (rs429358). If you carry both the T allele here and an E4 allele, limiting dietary fat becomes especially important. The secondary TCF7L2 variant rs12255372 is in moderate linkage disequilibrium with this variant — having risk alleles at both positions further increases diabetes risk.
rs10455872
LPA
- Chromosome
- 6
- Risk allele
- G
Genotypes
Normal Lp(a) Genetic Risk — Typical genetic contribution to lipoprotein(a) levels and cardiovascular risk
Moderately Elevated Lp(a) Risk — One copy of the risk allele moderately increases lipoprotein(a) levels and cardiovascular risk
High Lp(a) Genetic Risk — Two copies of the risk allele substantially elevate lipoprotein(a) levels and cardiovascular risk
The Lp(a) Risk Variant — A Major Genetic Determinant of Heart Disease
The LPA gene encodes apolipoprotein(a)11 apolipoprotein(a)
the protein component that distinguishes lipoprotein(a) from regular LDL cholesterol, and rs10455872 is one of the most powerful genetic predictors of cardiovascular disease identified to date. Located in intron 25 of the LPA gene22 intron 25 of the LPA gene
a non-coding region that influences gene expression through unknown mechanisms, this variant emerged as a genome-wide association study hit with extraordinary statistical significance33 genome-wide association study hit with extraordinary statistical significance
P = 3.4×10⁻¹⁵ for coronary disease.
Lipoprotein(a), or Lp(a), is an LDL-like particle with an additional apolipoprotein(a) component44 LDL-like particle with an additional apolipoprotein(a) component
making it structurally unique among lipoproteins. Unlike LDL cholesterol, which responds robustly to diet and statin therapy, Lp(a) levels are 70-90% genetically determined55 70-90% genetically determined
largely controlled by variation at the LPA locus on chromosome 6q26-27. The G allele at rs10455872 is associated with smaller apolipoprotein(a) isoforms and significantly elevated Lp(a) concentrations66 smaller apolipoprotein(a) isoforms and significantly elevated Lp(a) concentrations
smaller isoforms are more atherogenic and thrombogenic.
The Mechanism
The rs10455872 variant sits within an intron and does not change the protein sequence, suggesting it affects gene expression or RNA processing77 gene expression or RNA processing
possibly through regulatory elements or chromatin structure. The G allele correlates with reduced copy number of the kringle IV type 2 (KIV-2) repeats88 reduced copy number of the kringle IV type 2 (KIV-2) repeats
resulting in smaller apolipoprotein(a) isoforms that are more efficiently synthesized and catabolized more slowly.
Elevated Lp(a) contributes to cardiovascular disease through multiple mechanisms99 multiple mechanisms
atherosclerosis, inflammation, and thrombosis: it delivers cholesterol to arterial walls like LDL, carries pro-inflammatory oxidized phospholipids1010 pro-inflammatory oxidized phospholipids
bound to the kringle IV domains of apolipoprotein(a), and has anti-fibrinolytic effects1111 anti-fibrinolytic effects
its structural similarity to plasminogen allows it to compete with plasminogen and impair clot breakdown.
The Evidence
The association between rs10455872 and cardiovascular disease is among the strongest and most replicated in human genetics. Clarke et al. in the landmark 2009 NEJM study1212 Clarke et al. in the landmark 2009 NEJM study
Genetic Variants Associated with Lp(a) Lipoprotein Level and Coronary Disease. N Engl J Med 2009;361:2518-28 identified rs10455872 with an [odds ratio of 1.70 for coronary disease | 95% CI 1.49-1.95, one of the highest effect sizes for common variants]. When combined with another LPA variant (rs3798220), the odds ratio reached 4.87 for individuals with two or more risk alleles1313 odds ratio reached 4.87 for individuals with two or more risk alleles
indicating a gene-dose effect.
A 2014 prospective study in the EPIC-Norfolk cohort1414 2014 prospective study in the EPIC-Norfolk cohort
following 17,553 participants for 11.7 years found that the G allele was associated not only with [coronary disease but also with aortic valve stenosis | OR 2.54 after adjusting for traditional risk factors], expanding our understanding of Lp(a) beyond coronary atherosclerosis to calcific valve disease. A Brazilian study of 1,394 patients undergoing coronary angiography1515 Brazilian study of 1,394 patients undergoing coronary angiography
validating the association in a different ethnic population confirmed the G allele doubled the odds of coronary lesions1616 G allele doubled the odds of coronary lesions
OR 2.02, and correlated with lesion severity scores.
A 2025 meta-analysis of 55,647 participants1717 2025 meta-analysis of 55,647 participants
including 12,406 CHD cases and 17,321 controls for rs10455872 found the G allele associated with 1.6-fold increased coronary heart disease risk under multiple genetic models1818 1.6-fold increased coronary heart disease risk under multiple genetic models
allelic OR 1.607, dominant OR 1.751.
The FOURIER trial analysis1919 FOURIER trial analysis
including 25,096 patients with established cardiovascular disease demonstrated that [patients with Lp(a) in the highest quartile had significantly higher coronary event rates | and derived greater absolute benefit from PCSK9 inhibition], providing evidence that lowering Lp(a) reduces cardiovascular risk.
Practical Implications
If you carry one or two G alleles, you have genetically elevated Lp(a) — a risk factor that operates independently of LDL cholesterol2020 independently of LDL cholesterol
meaning traditional cholesterol control may not eliminate your residual cardiovascular risk. The first step is measuring your serum Lp(a) level2121 measuring your serum Lp(a) level
a single measurement is sufficient since Lp(a) is highly stable over time. Current guidelines recommend screening Lp(a) once in all adults2222 screening Lp(a) once in all adults
particularly those with premature cardiovascular disease, family history of heart disease, or recurrent events despite optimal LDL control.
Standard statins do not lower Lp(a)2323 Standard statins do not lower Lp(a)
and may modestly increase it in some individuals, though statins remain essential for LDL lowering. Niacin can reduce Lp(a) by 20-30%2424 Niacin can reduce Lp(a) by 20-30%
but has not shown cardiovascular benefit in outcome trials. The most effective currently available therapies are PCSK9 inhibitors (evolocumab, alirocumab)2525 PCSK9 inhibitors (evolocumab, alirocumab)
which lower Lp(a) by 20-27% in addition to dramatically lowering LDL, and lipoprotein apheresis2626 lipoprotein apheresis
which can reduce Lp(a) by 60-75% but requires twice-monthly extracorporeal treatments.
New RNA-based therapies specifically targeting apolipoprotein(a)2727 New RNA-based therapies specifically targeting apolipoprotein(a)
including antisense oligonucleotides and siRNA are in late-stage development and can reduce Lp(a) by 80-90% with periodic injections2828 reduce Lp(a) by 80-90% with periodic injections
potentially transforming treatment for those with very high levels.
Beyond medication, intensive LDL lowering takes on added importance2929 intensive LDL lowering takes on added importance
because the cardiovascular risk from Lp(a) and LDL are additive. Anti-inflammatory interventions may also help3030 Anti-inflammatory interventions may also help
since Lp(a) acts partly through inflammatory pathways. Lifestyle measures—regular aerobic exercise, Mediterranean diet, smoking cessation3131 regular aerobic exercise, Mediterranean diet, smoking cessation
the foundations of cardiovascular prevention—remain crucial, and aggressive management of all modifiable risk factors3232 aggressive management of all modifiable risk factors
hypertension, diabetes, obesity becomes even more important when genetic risk is elevated.
Interactions
The rs10455872 variant interacts with rs37982203333 rs3798220
another LPA variant in the kringle IV domain, and the two form three major haplotypes with combined effects on Lp(a) levels and cardiovascular risk3434 three major haplotypes with combined effects on Lp(a) levels and cardiovascular risk
combining both variants into a single genotype score predicts risk more accurately than either alone. Individuals carrying variant alleles at both positions face dramatically elevated risk3535 variant alleles at both positions face dramatically elevated risk
OR 4.87 compared to non-carriers.
The cardiovascular risk conferred by elevated Lp(a) is modified by concurrent LDL cholesterol levels3636 modified by concurrent LDL cholesterol levels
risk attenuates somewhat when LDL is very well controlled, but does not disappear. Other LPA variants including rs6415084 and rs121941383737 rs6415084 and rs12194138
additional SNPs in the 5' region of the gene also influence Lp(a) levels and may compound effects when present together. Understanding the combined genetic burden across the LPA locus provides the most complete picture of inherited risk.
rs1065852
CYP2D6 *10
- Chromosome
- 22
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal activity at this position
Intermediate Metabolizer — One decreased function allele
Poor Metabolizer — Decreased CYP2D6 function
CYP2D6*10 - The Decreased Function Variant
The CYP2D6*10 allele11 rs1065852 is the most common decreased-function variant worldwide. While it is most prevalent in East Asian populations (frequency 40-70%), it is also found at lower frequencies in European populations. Unlike the *4 allele which completely abolishes enzyme function, *10 produces a functional but unstable enzyme with reduced activity.
The Mechanism
The rs1065852 variant causes a proline-to-serine substitution at position 34 of the CYP2D6 protein22 Amino acid change: proline to serine at position 34 (P34S). This amino acid change occurs in the N-terminal signal anchor sequence, affecting how the enzyme is folded and inserted into the endoplasmic reticulum membrane. The resulting enzyme has reduced stability and lower catalytic efficiency, typically retaining about 25-50% of normal activity.
Clinical Impact
Because *10 reduces rather than eliminates activity, its clinical impact is more
subtle than *4. However, when combined with another reduced or non-functional
allele (like *4), the compound effect can push someone into the poor metabolizer
category. For medications with narrow therapeutic windows33 Narrow therapeutic window: small difference between effective dose and toxic dose, even moderate reductions
in CYP2D6 activity can be clinically meaningful. This variant is the most
frequently observed decreased-function allele in East Asian populations44 most
frequently observed decreased-function allele in East Asian populations
Bradford et al. CYP2D6 allele frequency study, 2002,
making it a major contributor to the higher prevalence of intermediate
metabolizers in these populations.
Combined CYP2D6 Status
Your overall CYP2D6 metabolizer status is determined by the combination of both
alleles. Someone carrying *1/*10 (one normal, one decreased) would be an
intermediate metabolizer, while someone with *4/*10 (one non-functional, one
decreased) would likely be classified as a poor metabolizer. This is why looking
at all CYP2D6 variants together is essential for accurate phenotype prediction.
The CPIC activity score system55 CPIC activity score system
Gaedigk A et al. Clin Pharmacol Ther, 2008
assigns *10 a value of 0.25, compared to 1.0 for the normal *1 allele and 0 for
the non-functional *4.
Practical Considerations
If you carry the *10 allele, your CYP2D6 function is moderately reduced. The clinical significance depends on your other CYP2D6 allele and the specific medication in question. For medications with wide therapeutic windows, this may not matter much. For medications like tamoxifen, codeine, or tricyclic antidepressants, even moderate reductions in CYP2D6 activity can affect outcomes.
rs11206244
DIO1 C785T
- Chromosome
- 1
- Risk allele
- T
Genotypes
Normal D1 Activity — Typical type 1 deiodinase function and thyroid hormone conversion
Moderately Reduced D1 Activity — Mildly reduced type 1 deiodinase activity with slightly altered T3/T4 ratio
Significantly Reduced D1 Activity — Markedly reduced type 1 deiodinase activity affecting thyroid hormone conversion
The Type 1 Deiodinase Variant That Shifts Your Thyroid Balance
Your body maintains thyroid hormone balance through a carefully orchestrated system of activation and inactivation. Type 1 deiodinase11 Type 1 deiodinase
The DIO1 enzyme, primarily expressed in liver, kidney, and thyroid tissue (D1) is one of three enzymes that regulate this process, converting the inactive thyroid hormone T4 into active T3, while also clearing reverse T3 (rT3), an inactive metabolite. The rs11206244 variant, located in the 3' untranslated region22 3' untranslated region
This regulatory region of the gene affects mRNA stability and protein production without changing the amino acid sequence of the DIO1 gene, influences how efficiently your body performs this conversion.
The Mechanism
This variant sits in the 3' UTR of the DIO1 gene at position 785 of the cDNA sequence.
The rs11206244 polymorphism is located in the mRNA's 3'-untranslated region of DIO1 gene
, a regulatory area that can affect mRNA stability33 mRNA stability
The 3' UTR contains signals that influence how long the mRNA molecule persists in the cell and how efficiently it is translated into protein and potentially protein production.
Carriers of the DIO1-785T allele had 3.8% higher FT4 and 14.3% higher rT3 levels, resulting in a lower T3/T4 and T3/rT3 ratio and a higher rT3/T4 ratio . This pattern is consistent with reduced D1 enzymatic activity—less efficient conversion of T4 to T3 and slower clearance of rT3.
The exact molecular mechanism remains under investigation.
As both SNPs are located in the 3'-UTR, it has been speculated whether the mRNA stability would be compromised or affect mRNA folding, which is necessary for the incorporation of Sec in the catalytic center of the protein . D1 is a selenoprotein containing the rare amino acid selenocysteine at its active site, and proper mRNA folding is essential for its incorporation.
The Evidence
Multiple large studies have consistently replicated the association between rs11206244 and thyroid hormone levels. A landmark study in healthy Danish twins44 A landmark study in healthy Danish twins
van der Deure et al. The effect of genetic variation in the type 1 deiodinase gene on the interindividual variation in serum thyroid hormone levels. Clinical Endocrinology 2009 with 1,192 participants found that
carriers of the D1-785T allele had 3.8% higher FT4 and 14.3% higher rT3 levels, resulting in a lower T3/T4 and T3/rT3 ratio and a higher rT3/T4 ratio, and this polymorphism explained 0.87% and 1.79%, respectively, of the variation in serum FT4 and rT3
. Importantly, TSH levels remained unaffected, suggesting the body compensates through feedback mechanisms.
A comprehensive study by Panicker et al.55 A comprehensive study by Panicker et al.
Panicker et al. A common variation in deiodinase 1 gene DIO1 is associated with the relative levels of free thyroxine and triiodothyronine. Journal of Clinical Endocrinology and Metabolism 2008 examined deiodinase gene variants in multiple cohorts and
two SNPs in the DIO1 gene, rs2235544 and rs11206244, were associated with fT3/fT4 ratio at P < 0.01
. The rs11206244 and rs2235544 variants are in linkage disequilibrium66 linkage disequilibrium
These genetic variants tend to be inherited together, though rs2235544 appears to be the primary driver of the association (r² = 0.41).
Clinically, the tightly linked rs11206244T and rs2235544A alleles have been associated with lower enzymatic activity, and carriers of the variant rs11206244T and rs2235544A alleles show reduced serum concentrations of free T3 and higher concentrations of free T4 and free rT3, but no effect on serum TSH concentration .
An interesting study on antidepressant response77 An interesting study on antidepressant response
Cooper-Kazaz et al. Preliminary evidence that a functional polymorphism in type 1 deiodinase is associated with enhanced potentiation of the antidepressant effect of sertraline by triiodothyronine. American Journal of Psychiatry 2009 found that
DIO1-758T allele carriers had enhanced response to T3 supplementation with sertraline, with HRSD-21 scores declining by 68.7% over 8 weeks compared to 42.9% among non-carriers , suggesting that T carriers may benefit more from T3 supplementation.
Practical Implications
The clinical significance of this variant is nuanced. Multiple studies examining levothyroxine (T4) dose requirements in hypothyroid patients have found no significant association with polymorphisms in genes encoding the D1 and D2 enzymes, namely rs11206244 and rs2235544 in DIO1 .
The rs11206244 (C785T) SNP of DIO1 gene has no impact on the T3 and T4 hormones levels, and could have no contribution to the therapeutic response to LT4 in some populations.
However, the variant does affect thyroid hormone ratios.
Both TSH and rT3 were elevated in the carriers of T allele, though there were no significant differences in T3, T4 hormones among the three groups .
This SNP could have an impact on controlling the levels of rT3, and the effect may be more accurately reflected by the molar ratios of T3/rT3 and rT3/T4 than by the blood thyroid hormone levels .
This means that if you carry the T allele and are on thyroid hormone replacement, you may have normal TSH but still feel suboptimal if your T3/T4 ratio is low. Some patients with the T allele variant may benefit from combination T4/T3 therapy rather than T4 monotherapy, though this should be individualized and monitored by a healthcare provider.
Interactions
This variant is in moderate linkage disequilibrium with rs2235544 (another DIO1 variant), and the two tend to be inherited together. The combination of DIO1 variants may have compound effects on thyroid hormone metabolism. Additionally, other deiodinase genes (DIO2, DIO3) and thyroid hormone transporter genes can influence overall thyroid hormone status, and genetic testing across multiple loci may provide a more complete picture for individuals with persistent symptoms despite thyroid hormone replacement.
rs12255372
TCF7L2
- Chromosome
- 10
- Risk allele
- T
Genotypes
Normal TCF7L2 — Normal at this position
Mild Risk Carrier — One risk allele at secondary TCF7L2 position
Double Risk — Two risk alleles at secondary position
Secondary TCF7L2 Variant
This is the second most-studied variant in the TCF7L2 gene, located in intron 4 approximately 50 kb from the primary variant rs7903146. While rs7903146 is the primary diabetes risk variant, rs12255372 provides additional information about your TCF7L2 haplotype. The two variants are in moderate linkage disequilibrium11 Linkage disequilibrium means these variants tend to be inherited together because they sit close on the same chromosome, within a 92-kb LD block, meaning they are often co-inherited but not always.
The Mechanism
Like rs7903146, this variant sits in a non-coding region and is thought to influence TCF7L2 expression levels, though rs7903146 appears to be the stronger functional driver. The T allele at this position is associated with decreased insulin secretion and impaired incretin response.
The Evidence
A meta-analysis of 28 studies22 meta-analysis of 28 studies
Wang et al. Association of rs12255372 in the TCF7L2 gene with type 2 diabetes mellitus: a meta-analysis. Braz J Med Biol Res, 2013 confirmed the association with
type 2 diabetes with an odds ratio of 1.39 (95% CI: 1.35-1.42). The effect is
consistent across European, African, and South Asian populations but weaker in
East Asian populations where the T allele is rare (~2% frequency).
The Pounds Lost trial33 Pounds Lost trial
Mattei et al. Am J Clin Nutr, 2012 also examined
rs12255372 and found that T allele carriers who consumed a lower-fat diet had
greater reductions in body adiposity, which could improve glycemic control.
Practical Implications
Having risk alleles at both rs7903146 and rs12255372 compounds your overall TCF7L2-related diabetes risk. The dietary recommendations are the same: moderate fat intake and a Mediterranean-style eating pattern.
Interactions
This variant is in moderate linkage disequilibrium with rs7903146. If you carry risk alleles at both positions, your overall TCF7L2-related risk is higher.
rs12913832
HERC2
- Chromosome
- 15
- Risk allele
- G
Genotypes
Brown Eyes — You likely have brown or dark hazel eyes with robust melanin production and natural UV protection
Intermediate Pigmentation — You likely have mixed or intermediate eye color with one functional copy reducing but not eliminating OCA2 expression
Blue Eyes — You likely have blue or grey eyes with reduced melanin production and higher UV sensitivity
The Blue Eye Mutation — How One Regulatory Variant Controls Human Iris Color
The color of your eyes is determined primarily by a single nucleotide change on chromosome 15, not in a pigmentation gene itself, but in a regulatory enhancer11 regulatory enhancer
A DNA sequence that controls when and where genes are turned on located deep within intron 86 of the HERC2 gene. This variant, rs12913832, functions as a dimmer switch for the nearby OCA2 gene, which encodes a protein essential for melanin22 melanin
The pigment responsible for eye, skin, and hair color production in the iris. The ancestral A allele permits full OCA2 expression and results in brown eyes, while the derived G allele—which emerged 6,000-10,000 years ago in Europe33 emerged 6,000-10,000 years ago in Europe
Likely selected during the agricultural transition when lighter pigmentation became advantageous in low-UV environments—reduces OCA2 transcription and produces blue eyes.
The Mechanism
This variant sits within a melanocyte-specific enhancer44 melanocyte-specific enhancer
Active only in pigment-producing cells that physically contacts the OCA2 promoter via a long-range chromatin loop spanning 21 kilobases. When you carry the A allele, transcription factors including MITF, LEF1, and HLTF55 MITF, LEF1, and HLTF
Master regulators of melanocyte development and function bind efficiently to the enhancer region, pulling it into close proximity with the OCA2 promoter through three-dimensional DNA folding. This chromatin looping66 chromatin looping
Physical interaction between distant DNA regions brought together in 3D space dramatically increases OCA2 transcription, leading to robust melanin synthesis and darker eye colors ranging from brown to hazel. The G allele disrupts this process by reducing the binding efficiency of these transcription factors, weakening the chromatin loop formation and decreasing OCA2 expression by approximately 60-70%77 60-70%
Measured in melanocyte cell culture experiments comparing A vs G alleles. With less OCA2 protein available, melanosomes cannot maintain the optimal conditions for melanin production, resulting in the blue structural color that emerges when light scatters through a relatively pigment-free iris stroma88 stroma
The fibrous middle layer of the iris.
The Evidence
The association between rs12913832 and eye color is among the strongest genotype-phenotype correlations99 genotype-phenotype correlations
Statistical relationships between genetic variants and observable traits in human genetics. A 2008 Danish family study1010 A 2008 Danish family study
Eiberg et al. Blue eye color in humans may be caused by a perfectly associated founder mutation in a regulatory element located within the HERC2 gene inhibiting OCA2 expression. Human Genetics, 2008 identified rs12913832 as perfectly associated with blue versus brown eye color across multiple pedigrees, with the GG genotype predicting blue eyes in 99% of cases among Europeans. Visser et al. 20121111 Visser et al. 2012
HERC2 rs12913832 modulates human pigmentation by attenuating chromatin-loop formation between a long-range enhancer and the OCA2 promoter. Genome Research, 2012 used chromosome conformation capture (3C) technology to directly demonstrate that the G allele weakens the physical interaction between the HERC2 enhancer and OCA2 promoter in melanocytes. This single SNP explains approximately 74% of eye color variance1212 74% of eye color variance
The proportion of blue-brown eye color differences attributable to this variant in European populations, far exceeding the effect of any other genetic variant. A 2009 Danish population study1313 2009 Danish population study
Andersen et al. Human eye colour and HERC2, OCA2 and MATP. Forensic Science International: Genetics, 2010 of 395 individuals found that typing rs12913832 alone achieved 94% accuracy for predicting blue versus brown eye color when dichotomized into light (blue/grey/green) and dark (brown/hazel) categories.
The G allele also has measurable effects beyond the iris. The same chromatin loop mechanism affects melanin production in skin, with GG individuals showing lighter constitutive skin pigmentation1414 GG individuals showing lighter constitutive skin pigmentation
Measured by reflectance spectrophotometry on sun-protected skin compared to AA individuals (mean difference of 2-3 units on the melanin index). Gelmi et al. 20241515 Gelmi et al. 2024
Survival in patients with uveal melanoma is linked to genetic variation at HERC2 single nucleotide polymorphism rs12913832. Ophthalmology, 2025 analyzed 392 uveal melanoma patients and found that GG genotype carriers not only had higher melanoma incidence but also showed significantly worse survival (p=0.017) and higher rates of high-risk tumors with monosomy 3 (p=0.04), though this effect was mediated through tumor genetics rather than representing an independent prognostic factor. Olsen et al. 20141616 Olsen et al. 2014
Interactions between ultraviolet light and MC1R and OCA2 variants are determinants of childhood nevus and freckle phenotypes. Cancer Epidemiology, Biomarkers & Prevention, 2014 documented a significant gene-environment interaction where the GG genotype combined with waterside vacations predicted higher total body nevus counts in children ages 6-10, suggesting that blue-eyed children with this genotype may be particularly susceptible to UV-induced melanocytic proliferation.
Practical Implications
If you have the GG genotype (blue eyes), you likely have lower baseline melanin production not just in your irises but also in your skin, which has direct implications for photoprotection1717 photoprotection
Natural defense against UV radiation damage. Melanin functions as nature's sunscreen, absorbing UV photons before they can damage DNA in keratinocytes and melanocytes. With reduced melanin, GG individuals face approximately 2-3 times higher risk1818 2-3 times higher risk
Odds ratios from case-control studies of blue vs brown-eyed individuals of developing melanoma compared to AA individuals, particularly when combined with intermittent high-intensity sun exposure patterns like beach vacations. The interaction with UV is not simply additive—blue-eyed children show a steeper dose-response curve for nevus development per unit of sun exposure, suggesting a qualitative difference in how their skin responds to UV stress.
The AG genotype produces intermediate effects. About 41% of Europeans with AG genotype1919 41% of Europeans with AG genotype
Based on Norwegian population data from forensic genetics studies have intermediate eye colors including green, grey, and hazel, though the majority still have brown eyes. This dosage effect2020 dosage effect
One functional copy of the A allele partially rescues OCA2 expression is consistent with the partial restoration of the chromatin loop observed in cell culture studies. Your melanin production is intermediate, and so is your UV sensitivity—higher than AA individuals but lower than GG.
Eye color is polygenic2121 polygenic
Controlled by multiple genes with additive effects, and rs12913832 does not explain all variation. Approximately 3% of Europeans with GG genotype2222 3% of Europeans with GG genotype
From studies sequencing additional eye color genes in GG brown-eyed individuals have brown eyes due to variants in other pigmentation genes including TYR, TYRP1, SLC24A4, and IRF4. Similarly, some AA or AG individuals have blue eyes due to rare variants discovered through massively parallel sequencing2323 massively parallel sequencing
Next-generation DNA sequencing technology of the OCA2-HERC2 region, including rs191109490 and several others at very low frequencies (0.2-8%). If your eye color doesn't match your rs12913832 genotype, you likely carry one of these modifying variants.
Interactions
This variant is in near-perfect linkage disequilibrium2424 near-perfect linkage disequilibrium
Two genetic variants inherited together >95% of the time with rs1129038 (r²>0.95), another intronic SNP 29.8 kb away in HERC2, forming a stable haplotype that defines the "blue eye" chromosome in Europeans. The entire 166 kb region spanning from intron 86 of HERC2 through the OCA2 gene shows remarkably low recombination, suggesting strong positive selection2525 strong positive selection
Evolutionary pressure favoring the blue-eye haplotype in European populations over the past 6,000-10,000 years.
OCA2 itself contains additional functional variants that modify eye color independently of rs12913832. The missense variant rs18004072626 rs1800407
p.Arg419Gln in OCA2 reduces OCA2 protein function directly and is associated with lighter eye colors when combined with rs12913832 AG or GG genotypes. Two other nonsynonymous OCA2 variants, rs74653330 (p.Ala481Thr) and rs121918166 (p.Val443Ile)2727 rs74653330 (p.Ala481Thr) and rs121918166 (p.Val443Ile)
Both reduce OCA2 protein activity, produce blue eyes even in individuals with rs12913832 AA or AG genotypes, demonstrating that impaired OCA2 protein function can override high transcription levels from an intact enhancer.
For melanoma risk stratification, rs12913832 interacts epistatically with variants in MC1R, the red hair color gene. Individuals carrying both rs12913832 GG and MC1R loss-of-function variants2828 MC1R loss-of-function variants
Including R151C, R160W, D294H, and others show multiplicative rather than additive increases in melanoma risk, with combined odds ratios exceeding 5.02929 combined odds ratios exceeding 5.0
Risk compared to AA genotype with wild-type MC1R in some European cohorts. This makes biological sense: MC1R variants shift melanin synthesis from protective eumelanin (brown-black) toward pheomelanin (red-yellow), which is not only less photoprotective but may actually generate reactive oxygen species3030 reactive oxygen species
Highly damaging molecules that attack DNA upon UV exposure, compounding the melanin deficiency caused by reduced OCA2 expression.
The variant also shows significant gene-environment interactions3131 gene-environment interactions
Genetic effects that vary depending on environmental exposures with UV exposure patterns. Longitudinal childhood cohort data3232 Longitudinal childhood cohort data
Following children from ages 6-10 with annual sun exposure questionnaires and nevus counts revealed that the association between waterside vacations and nevus development was 2.8 times stronger in GG versus AA children (interaction p<0.001), suggesting that the same amount of sun exposure produces more melanocytic proliferation in blue-eyed children. This interaction was most pronounced for larger nevi (≥2mm), which are stronger melanoma risk factors3333 stronger melanoma risk factors
Each additional large nevus increases melanoma risk by ~5% than small nevi.
rs1800497
DRD2/ANKK1 TaqIA (Glu713Lys)
- Chromosome
- 11
- Risk allele
- A
Genotypes
Normal D2 Density — Normal dopamine D2 receptor density
Reduced D2 Density — Moderately reduced D2 receptor density (~20% lower)
Significantly Reduced D2 Density — Significantly reduced D2 receptor density (~30-40% lower)
The Reward Gene — Why Some Brains Need More to Feel Satisfied
In 1990, Kenneth Blum and Ernest Noble published a
landmark paper in JAMA11 landmark paper in JAMA
Blum K, Noble EP et al. Allelic association of human
dopamine D2 receptor gene in alcoholism. JAMA, 1990
linking a genetic marker near the dopamine D2 receptor gene to severe alcoholism.
That marker, called TaqIA, became one of the most studied polymorphisms in
behavioral genetics. Over three decades later, we know it affects far more than
alcohol: this single nucleotide change influences how densely your brain populates
its reward circuits with D2 dopamine receptors, shaping everything from how you
learn from mistakes to how vulnerable you are to addictive behaviors.
What makes TaqIA unusual is a case of mistaken genomic identity. For years it
was attributed to the DRD2 gene itself. In 2004,
Neville and colleagues22 Neville and colleagues
Neville MJ, Johnstone EC, Walton RT. Identification and
characterization of ANKK1: a novel kinase gene closely linked to DRD2 on
chromosome band 11q23.1. Hum Mutat, 2004
discovered that the variant actually sits in exon 8 of an adjacent gene called
ANKK1 (ankyrin repeat and kinase domain containing 1), which encodes a
serine/threonine kinase33 serine/threonine kinase
A type of enzyme that modifies proteins by adding
phosphate groups to serine or threonine amino acids, regulating cell signaling
pathways. Despite living in ANKK1's coding region, TaqIA's primary impact
appears to be on D2 receptor expression in the striatum — the brain's reward hub.
The Mechanism
The A allele (historically called A1) causes a glutamic acid-to-lysine substitution
at position 713 of the ANKK1 protein, within its eleventh
ankyrin repeat44 ankyrin repeat
Ankyrin repeats are structural motifs that mediate protein-protein
interactions. They are found in many signaling proteins and help assemble molecular
complexes. While this change doesn't destroy ANKK1's kinase activity, it may
alter its substrate-binding specificity. Through mechanisms still being clarified,
the A1 allele is associated with reduced D2 dopamine receptor density in the
striatum55 striatum
The striatum is a cluster of interconnected nuclei (caudate and putamen)
deep in the brain that serves as the main input hub of the basal ganglia. It is
central to reward processing, habit formation, and motor control.
A 2016 meta-analysis of PET imaging studies66 2016 meta-analysis of PET imaging studies
Smith CT et al. Genetic variation and
dopamine D2 receptor availability: a systematic review and meta-analysis of human
in vivo molecular imaging studies. Transl Psychiatry, 2016
pooling five studies with 194 healthy participants confirmed that A1 carriers have
significantly lower striatal D2 receptor binding (weighted standardized mean
difference -0.57, 95% CI -0.87 to -0.27, p = 0.0002). This variant explains
approximately 7% of the variance in striatal D2 receptor availability.
Fewer D2 receptors means the brain's reward system is less sensitive to dopamine.
To achieve the same subjective sense of reward or satisfaction, A1 carriers may
need more intense or more frequent stimulation — a concept
Blum termed "reward deficiency syndrome"77 Blum termed "reward deficiency syndrome"
Blum K et al. Reward deficiency syndrome:
a biogenetic model for the diagnosis and treatment of impulsive, addictive, and
compulsive behaviors. J Psychoactive Drugs, 2000.
The Evidence
Addiction and substance use. The most replicated finding is the association
with alcohol dependence. A
2013 meta-analysis of 61 studies88 2013 meta-analysis of 61 studies
Wang F et al. A large-scale meta-analysis
of the association between the ANKK1/DRD2 Taq1A polymorphism and alcohol
dependence. Hum Genet, 2013
covering 18,730 participants found a significant association (allelic OR 1.19,
genotypic OR 1.24). The effect was consistent in European populations and
remained stable after correction for publication bias. Associations with smoking
have also been reported, with A1 carriers showing higher smoking rates (pooled
OR 1.50 across multiple studies).
Reward processing and learning. In an influential
fMRI study99 fMRI study
Jocham G et al. Dopamine DRD2 polymorphism alters reversal
learning and associated neural activity. J Neurosci, 2009,
A1 carriers showed impaired reversal learning — they were worse at switching
behavior after feedback changed, and had altered neural responses in the rostral
cingulate zone. A
2008 Science paper by Stice and colleagues1010 2008 Science paper by Stice and colleagues
Stice E et al. Relation between
obesity and blunted striatal response to food is moderated by TaqIA A1 allele.
Science, 2008 demonstrated that
among A1 carriers, higher BMI correlated with progressively blunted striatal
activation during food consumption — suggesting a feed-forward cycle where
reduced reward sensitivity drives compensatory overeating.
ADHD and attention. A
meta-analysis of 11 studies1111 meta-analysis of 11 studies
Pan Y et al. Association between ANKK1 rs1800497
polymorphism of DRD2 gene and ADHD: a meta-analysis. Neurosci Lett, 2015
with 3,286 participants found the A1 allele associated with ADHD risk
(OR 1.79, 95% CI 1.07-2.98 in the dominant model), though the effect was
strongest in African populations and less consistent in European and Asian
samples.
Functional confirmation. A
2023 Biological Psychiatry study1212 2023 Biological Psychiatry study
Montalban E et al. The addiction-susceptibility
TaqIA/Ankk1 controls reward and metabolism through D2 receptor-expressing neurons.
Biol Psychiatry, 2023 using a
mouse model confirmed that ANKK1 is enriched in striatal D2R-expressing neurons,
and that loss of ANKK1 function leads to alterations in learning, impulsivity,
and body metabolism — providing direct causal evidence for the gene's role in
reward circuitry.
Practical Implications
The actionable insight for A1 carriers centers on supporting dopamine production
naturally and being aware of reward-seeking tendencies. The amino acid
L-tyrosine1313 L-tyrosine
The direct biochemical precursor to dopamine. Tyrosine is converted
to L-DOPA by tyrosine hydroxylase, then to dopamine by DOPA decarboxylase
is the rate-limiting precursor for dopamine synthesis. Ensuring adequate tyrosine
intake through protein-rich foods or supplementation may help maintain dopamine
tone. Iron and vitamin D are cofactors in dopamine synthesis pathways — iron is
required by tyrosine hydroxylase, and vitamin D receptors are expressed in
dopamine-producing neurons.
Regular physical exercise is one of the most well-documented ways to upregulate D2 receptor expression naturally. Structured reward environments — breaking large goals into smaller milestones — can help compensate for reduced reward sensitivity. Perhaps most importantly, A1 carriers benefit from understanding their heightened vulnerability to addictive patterns, whether with substances, gambling, or compulsive eating.
Interactions
The COMT gene (rs4680, Val158Met) regulates dopamine breakdown in the prefrontal cortex. Individuals who carry both the ANKK1 A1 allele (reduced D2 receptor density) and COMT Met/Met genotype (slower dopamine clearance) may experience a complex dopamine imbalance: excess prefrontal dopamine coupled with reduced striatal reward sensitivity. Studies of disordered eating have found significant DRD2 x COMT gene-gene interactions affecting eating behavior and body weight regulation. The combined effect may amplify reward-seeking behavior beyond what either variant alone would predict.
rs1801131
MTHFR A1298C
- Chromosome
- 1
- Risk allele
- G
Genotypes
Full Activity — Normal activity at A1298C position
Mildly Reduced — One A1298C variant — mildly reduced activity
Reduced Activity — Two A1298C variants — reduced activity
MTHFR A1298C — The Second Methylation Variant
The A1298C variant (rs1801131) is the second most-studied MTHFR variant. While C677T gets most of the attention, A1298C also affects MTHFR enzyme activity, though through a different mechanism and with a milder effect.
The Mechanism
The A1298C variant causes a glutamic acid-to-alanine substitution 11 Glutamic acid-to-alanine substitution at position 429 of the protein (p.Glu429Ala) at position 429 of the MTHFR protein. This position is in the regulatory domain of the enzyme (whereas C677T affects the catalytic domain), which is why its effect on enzyme activity is milder. The GG genotype 22 CC on the coding strand — 23andMe reports the complementary strand reduces MTHFR activity by about 30-40%, compared to the 70% reduction seen with C677T TT. ClinVar classifies this variant as benign on its own, as neither homozygotes nor heterozygotes show significantly elevated homocysteine in most studies.
Compound Heterozygosity
The most clinically relevant scenario involving A1298C is compound heterozygosity 33 Compound heterozygosity: carrying one variant copy at each of two different positions in the same gene — carrying one variant at C677T (AG) AND one variant at A1298C (GT). This combination can reduce MTHFR activity to a degree similar to being homozygous for C677T alone (about 40-50% reduction). If you carry variants at both positions, you should pay closer attention to your folate and methylation status.
The Evidence
Studies show that A1298C alone has a weaker association with elevated homocysteine44 weaker association with elevated homocysteine
Population studies show A1298C alone has minimal effect on homocysteine levels
compared to C677T. However, compound heterozygotes55 compound heterozygotes
Weisberg I et al. Compound heterozygosity of C677T and A1298C reduces MTHFR activity, 2001 (one copy of each) show
homocysteine levels intermediate between normal and C677T homozygous individuals.
This matters because many people who are "only heterozygous" for C677T may actually
have meaningful methylation impairment if they also carry an A1298C variant.
Practical Considerations
If you are GG at A1298C, treat your methylation support similarly to having moderate C677T impairment. If you are compound heterozygous (AG at C677T + GT at A1298C), consider the same approach as for C677T TT: methylfolate supplementation, adequate B12 and B2, and periodic homocysteine monitoring.
Interactions
The A1298C variant interacts with C677T (rs1801133) in compound heterozygosity. It also interacts with SLC19A1 (rs1051266) for overall folate pathway efficiency and with MTHFD1 (rs2236225) for one-carbon metabolism capacity.
rs7454108
HLA-DQB1 DQ8 tag
- Chromosome
- 6
- Risk allele
- C
Genotypes
No DQ8 — No copies of HLA-DQ8; substantially reduced risk for celiac disease when combined with absence of DQ2.5
DQ8 Carrier — One copy of the HLA-DQ8 haplotype; moderately increased risk for celiac disease and type 1 diabetes
DQ8 Homozygous — Two copies of the HLA-DQ8 haplotype; increased risk for celiac disease and type 1 diabetes
HLA-DQ8: The Second Celiac Risk Gene and a Type 1 Diabetes Marker
rs7454108 is a tag SNP11 tag SNP
A genetic marker in perfect linkage disequilibrium (r²=1.0) with another variant, allowing it to serve as a proxy that identifies the HLA-DQ8 haplotype with extraordinary precision. Located in the intergenic region22 intergenic region
DNA sequence between genes, often containing regulatory elements between HLA-DQB1 and HLA-DQA2 on chromosome 6, this SNP's C allele serves as a genetic "flag" for the presence of HLA-DQB1*03:02, the defining allele of the DQ8 haplotype. The HLA-DQ8 molecule is a heterodimer33 heterodimer
A protein complex made of two different subunits encoded by DQA1*03:01 and DQB1*03:02, and its presence dramatically increases risk for two major autoimmune diseases: celiac disease and type 1 diabetes.
The Mechanism
The HLA (Human Leukocyte Antigen) system is the body's primary method for distinguishing self from non-self. HLA-DQ molecules sit on the surface of antigen-presenting cells44 antigen-presenting cells
Specialized immune cells that display protein fragments to T cells, where they present protein fragments (peptides) to T cells for immune surveillance. HLA-DQ8 has a unique structural pocket that binds and presents gluten peptides from wheat, barley, and rye with high affinity, triggering an inappropriate immune response in susceptible individuals. Studies show55 Studies show
Johnson et al. Relationship of HLA-DQ8 and severity of celiac disease. Clin Gastroenterol Hepatol, 2004 that HLA-DQ8 molecules are particularly efficient at presenting immunodominant gliadin peptides after they've been deamidated66 deamidated
Modified by the enzyme tissue transglutaminase, increasing immunogenicity by tissue transglutaminase.
For type 1 diabetes, HLA-DQ8 presents pancreatic β-cell autoantigens77 pancreatic β-cell autoantigens
Self-proteins from insulin-producing cells including insulin, GAD65, and ZnT8 to autoreactive T cells. The highest risk genotype is DR3/4-DQ8 heterozygosity88 heterozygosity
Carrying one copy of DQ2.5 (from DR3 haplotype) and one copy of DQ8 (from DR4 haplotype), which allows formation of a unique trans-encoded DQ molecule99 trans-encoded DQ molecule
A DQ heterodimer formed by pairing alpha and beta chains from different chromosomes that further amplifies risk.
The Evidence
Mansour et al. demonstrated1010 Mansour et al. demonstrated
Effective detection of human leukocyte antigen risk alleles in celiac disease using tag single nucleotide polymorphisms. PLoS One, 2008 that rs7454108 identifies HLA-DQ8 carriers with 99.1% sensitivity and 99.6% specificity in European populations. This tag SNP is so reliable that it forms the basis of 23andMe's FDA-cleared1111 23andMe's FDA-cleared
The first direct-to-consumer genetic health risk report cleared by the FDA celiac disease genetic risk report, analyzing rs7454108 alongside rs2187668 (the DQ2.5 tag) to identify the ~95% of celiac patients carrying permissive HLA genotypes.
A 2023 meta-analysis1212 A 2023 meta-analysis
Meta-analysis and systematic review of HLA DQ2/DQ8 in adults with celiac disease. Int J Mol Sci, 2023 found HLA-DQ2 and/or DQ8 in over 95% of celiac disease patients across diverse populations, with HLA-DQ8 alone accounting for 5-10% of cases. In European populations, approximately 21% carry at least one copy of DQ8, but only 1% develop celiac disease, illustrating that HLA-DQ8 is necessary but not sufficient. Studies in siblings1313 Studies in siblings
Frequency of celiac disease and distribution of HLA-DQ2/DQ8 haplotypes among siblings of children with celiac disease. World J Clin Pediatr, 2022 show 10.7% prevalence among siblings of celiac patients—22.7 times the general population rate—with 100% of affected siblings carrying DQ2 and/or DQ8.
For type 1 diabetes, the evidence is even more dramatic. Barker et al.'s validation study1414 Barker et al.'s validation study
Two single nucleotide polymorphisms identify the highest-risk diabetes HLA genotype. Diabetes, 2008 in over 5,000 subjects from the Type 1 Diabetes Genetics Consortium found rs7454108 C allele present in 98.9% of individuals carrying DQB1*0302. The landmark PNAS study1515 The landmark PNAS study
Extreme genetic risk for type 1A diabetes. PNAS, 2006 by Aly et al. revealed that DR3/4-DQ8 siblings sharing both HLA haplotypes identical by descent1616 identical by descent
Inherited from the same parental chromosomes as their diabetic sibling with their diabetic proband had an 85% risk of developing islet autoantibodies by age 15, compared to 20% in those not sharing both haplotypes. Subsequent research1717 Subsequent research
Definition of high-risk type 1 diabetes HLA-DR and HLA-DQ types using only three single nucleotide polymorphisms. Diabetes, 2013 confirmed HLA-DRB1*04:01-DQB1*03:02 (DR4-DQ8) carries an odds ratio of 6.18 to 8.39 for type 1 diabetes.
Practical Implications
This SNP's primary clinical utility is in ruling out disease rather than predicting it. A TT genotype (no DQ8 copies) combined with absence of DQ2.5 makes celiac disease highly unlikely—approximately 98-99% negative predictive value. This can spare individuals from unnecessary small bowel biopsies1818 small bowel biopsies
Gold standard diagnostic procedure requiring endoscopy and tissue sampling when celiac disease is being considered. However, carrying one or two C alleles does not mean you will develop these conditions—it simply means you're genetically eligible.
For celiac disease, environmental factors matter enormously: gluten exposure timing in infancy, gut microbiome composition, and viral infections1919 viral infections
Particularly enteroviruses, which may trigger loss of oral tolerance to gluten may all influence whether genetic risk translates to active disease. For type 1 diabetes, additional non-HLA genes (insulin gene VNTR, PTPN22, CTLA4) and environmental triggers work in concert with HLA risk.
If you carry HLA-DQ8 and have first-degree relatives with celiac disease or type 1 diabetes, or if you experience unexplained symptoms2020 symptoms
Chronic diarrhea, bloating, iron-deficiency anemia, fatigue, weight loss for celiac; excessive thirst, frequent urination, unexplained weight loss for type 1 diabetes, genetic testing combined with serological screening (tissue transglutaminase antibodies for celiac, islet autoantibodies for type 1 diabetes) is warranted.
Interactions
The most clinically significant interaction is between rs7454108 (HLA-DQ8 tag) and rs2187668 (HLA-DQ2.5 tag). Individuals who are compound heterozygous2121 compound heterozygous
Carrying one copy each of DQ2.5 and DQ8 face heightened risk for both celiac disease and type 1 diabetes compared to carrying either haplotype alone. For celiac, this DQ2.5/DQ8 combination is second only to DQ2.5 homozygosity in risk magnitude. For type 1 diabetes, the DR3/4-DQ8 genotype (tagged by rs2187668 heterozygous + rs7454108 heterozygous) represents the highest genetic risk, accounting for 30-50% of childhood-onset cases. The trans-encoded DQ molecule2222 trans-encoded DQ molecule
DQA1*05:01 from DR3 paired with DQB1*03:02 from DR4 formed in DR3/4-DQ8 individuals may have unique peptide-binding properties that amplify autoimmune risk beyond the sum of individual haplotypes.
A compound implication should be created for individuals carrying both DQ2.5 (rs2187668 CT or TT) and DQ8 (rs7454108 CT or CC), as the combined genotype warrants earlier and more intensive screening for both celiac disease and type 1 diabetes, particularly in individuals with affected family members or suggestive symptoms. The recommendation would be periodic serological screening and heightened clinical vigilance, rather than the "unlikely to develop disease" reassurance appropriate for individuals lacking both risk haplotypes.
rs8192678
PPARGC1A Gly482Ser
- Chromosome
- 4
- Risk allele
- T
Genotypes
Full Mitochondrial Capacity — Normal PGC-1alpha function with optimal aerobic capacity potential
Reduced Mitochondrial Efficiency — One copy of the Ser variant — moderately reduced aerobic capacity
Low Mitochondrial Efficiency — Two copies of the Ser variant — significantly reduced aerobic capacity and increased metabolic risk
The Engine Behind Your Endurance
PPARGC1A encodes PGC-1alpha11 PGC-1alpha
peroxisome proliferator-activated receptor gamma coactivator 1-alpha, a transcriptional coactivator that activates genes involved in energy metabolism,
often called the "master regulator" of mitochondrial biogenesis. Every cell in your body
relies on mitochondria to convert food into usable energy, and PGC-1alpha controls how
many mitochondria your cells produce and how efficiently they work. The Gly482Ser variant
(rs8192678) changes a single amino acid in this critical protein, affecting everything from
aerobic fitness to diabetes risk.
The Mechanism
The rs8192678 variant is a C-to-T substitution on the plus strand (G-to-A on the coding
strand), resulting in a glycine-to-serine change at position 482 of the PGC-1alpha protein.
This missense mutation22 missense mutation
a DNA change that swaps one amino acid for another in the resulting protein
sits in a regulatory domain of the protein and reduces its stability and transcriptional
activity.
Carriers of the Ser482 (T) allele have reduced PPARGC1A mRNA expression and lower
PGC-1alpha protein levels. A landmark CRISPR study33 landmark CRISPR study
Kerr et al. engineered the exact allele swap in human adipocytes, proving the T allele causally affects differentiation and mitochondrial function
demonstrated that the C allele (Gly) confers lower PGC-1alpha protein levels in adipocytes
specifically, though the functional picture is tissue-dependent. In skeletal muscle, reduced
PGC-1alpha activity from the Ser variant impairs mitochondrial biogenesis, lowers oxidative
phosphorylation capacity, and shifts muscle fiber composition away from fatigue-resistant
type I slow-twitch fibers44 type I slow-twitch fibers
muscle fibers specialized for sustained, aerobic activity like distance running and cycling.
The Evidence
The evidence for this variant spans athletic performance, metabolic disease, and cardiovascular health:
Endurance and athletic performance: A meta-analysis of 3,708 athletes and 6,228 controls55 meta-analysis of 3,708 athletes and 6,228 controls
Chen et al. Meta-analyses of the association between the PPARGC1A Gly482Ser polymorphism and athletic performance. Biology of Sport, 2020
found that the Gly/Gly genotype (OR 1.26, 95% CI 1.11-1.42) and the Gly allele (OR 1.29,
95% CI 1.09-1.52) were significantly more common in Caucasian endurance athletes. A second
meta-analysis of 16 studies66 meta-analysis of 16 studies
Tharabenjasin et al. Association of PPARGC1A Gly482Ser polymorphism with potential for athletic ability. PLoS One, 2019
confirmed this association across broader athletic populations.
Type 2 diabetes risk: A systematic meta-analysis of 5,607 T2DM cases and 7,596 controls77 systematic meta-analysis of 5,607 T2DM cases and 7,596 controls
Weng et al. Systematic meta-analysis revealed an association of PGC-1alpha rs8192678 polymorphism in type 2 diabetes. Mol Biol Rep, 2019
found the A allele (Ser) associated with T2DM susceptibility (OR 1.25 in the allele model,
dominant model OR 1.36). The association was strongest in Indian populations.
Blood pressure: A meta-analysis of 13,949 individuals88 meta-analysis of 13,949 individuals
Vimaleswaran et al. The Gly482Ser genotype at the PPARGC1A gene and elevated blood pressure. J Hum Hypertens, 2008
found an age-dependent effect: the Ser allele was associated with higher blood pressure
in adults under 50, but this effect disappeared in older individuals.
Fatty liver disease: The A allele is an independent risk factor for NAFLD severity99 A allele is an independent risk factor for NAFLD severity
Qi et al. PPARGC1A rs8192678 polymorphism affects NAFLD severity. World J Gastroenterol, 2021
(OR 2.32), particularly for progression to nonalcoholic steatohepatitis.
Practical Implications
The Gly482Ser variant has clear implications for exercise programming and metabolic health. Carriers of the Ser allele (CT or TT) benefit more from structured aerobic training to compensate for reduced baseline mitochondrial efficiency. Higher training volumes and consistency become especially important because these individuals start with fewer mitochondria and less oxidative capacity.
For metabolic health, the Ser allele's association with insulin resistance and fatty liver
disease makes regular exercise not just beneficial but particularly protective. Aerobic
exercise directly upregulates PGC-1alpha expression through AMPK signaling1010 AMPK signaling
AMP-activated protein kinase, an energy-sensing enzyme that activates PGC-1alpha when cellular energy is low,
partially compensating for the variant's reduced baseline activity.
Nutritional support for mitochondrial function may help: CoQ101111 CoQ10
coenzyme Q10, also known as ubiquinone, is a critical component of the mitochondrial electron transport chain
(as ubiquinol, 100-200 mg/day) supports the electron transport chain, while omega-3 fatty
acids improve mitochondrial membrane fluidity. Alpha-lipoic acid serves as a mitochondrial
antioxidant that may help protect against the oxidative stress associated with impaired
PGC-1alpha function.
Interactions
PPARGC1A works in concert with NRF1 (nuclear respiratory factor 1) to drive mitochondrial gene expression. Women carrying combined PPARGC1A AA and NRF1 AA genotypes at rs6949152 show the highest proportion of type I muscle fibers, while combined PPARGC1A GG/GA and NRF1 AG/GG carriers show the lowest. PPARD (peroxisome proliferator-activated receptor delta) also interacts with PGC-1alpha in regulating fatty acid oxidation and muscle adaptation to endurance exercise.
rs1051266
SLC19A1 G80A (His27Arg)
- Chromosome
- 21
- Risk allele
- T
Genotypes
Normal Transport — Normal folate transport
Mildly Reduced Transport — Mildly reduced folate transport
Reduced Transport — Reduced folate transport into cells
SLC19A1 — The Folate Gateway
SLC19A1 (Solute Carrier Family 19 Member 1), also known as the reduced folate carrier (RFC1), is the primary transporter responsible for moving folate from your blood into your cells. Even if you produce adequate methylfolate (via MTHFR) or take methylfolate supplements, this transporter determines how efficiently that folate actually reaches the inside of your cells where it is needed.
The Mechanism
The G80A variant (rs1051266) causes a histidine-to-arginine substitution 11 Histidine-to-arginine substitution at position 27 of the transporter protein (p.His27Arg) at position 27 of the transporter protein, located in transmembrane domain 1 (TMD1), a region implicated in substrate binding and translocation. The T allele (arginine variant) has altered transport kinetics, resulting in reduced folate uptake into cells. This creates a situation where blood folate levels may appear normal on a standard test, but intracellular folate levels are suboptimal.
Clinical Relevance
This variant is particularly important in the context of other methylation
variants. If you have reduced MTHFR activity (making less methylfolate) AND
reduced RFC1 transport (getting less folate into cells), the combined effect
can be more significant than either variant alone. Studies have also linked
this variant to altered methotrexate response 22 Methotrexate is an antifolate drug used for cancer and autoimmune diseases — it competes with folate for the same RFC1 transporter, since methotrexate uses the
same transporter. A PharmGKB summary33 A PharmGKB summary
Gong L et al. SLC19A1 Pharmacogenomics Summary, 2010
documents the pharmacogenomic relevance of this transporter.
The Bigger Picture
The folate pathway is like a production line: MTHFR converts folate to its active form, SLC19A1 transports it into cells, and MTHFD1 helps process it further. Bottlenecks at any step can reduce overall methylation capacity 44 This is why looking at individual SNPs in isolation can be misleading — the whole pathway matters. By understanding which steps are compromised, you can target your supplementation more effectively.
Practical Implications
If you carry the T allele, ensuring adequate (or slightly above average) folate intake becomes important. Methylfolate may have an advantage over folic acid since it is already in the active form and may be transported more efficiently. Higher doses may help compensate for reduced transport efficiency.
Interactions
SLC19A1 interacts with MTHFR (rs1801133, rs1801131) — if both folate production and transport are impaired, the combined effect is greater. It also interacts with MTHFD1 (rs2236225) for downstream folate processing.
rs11591147
PCSK9 R46L
- Chromosome
- 1
- Risk allele
- G
Genotypes
Normal PCSK9 Activity — Standard PCSK9 function and typical LDL cholesterol regulation
Reduced PCSK9 Activity — One copy of the R46L variant naturally lowers LDL cholesterol by 15% and reduces coronary disease risk by 28-47%
Minimal PCSK9 Activity — Two copies of the R46L variant provide maximal LDL lowering and cardiovascular protection
PCSK9 R46L — Nature's Blueprint for PCSK9 Inhibitor Drugs
rs11591147 encodes the R46L (p.Arg46Leu) variant in PCSK9, a serine protease that regulates LDL cholesterol by promoting degradation of LDL receptors in the liver.
This loss-of-function mutation is associated with 15-47% reductions in coronary heart disease risk
, making it one of the most significant cardioprotective genetic variants discovered. The variant provided the biological proof-of-concept for PCSK9 inhibitor drugs11 PCSK9 inhibitor drugs
monoclonal antibody medications like evolocumab and alirocumab that mimic the effects of this variant.
The Mechanism
The R46L variant is a missense mutation in exon 1 of PCSK9 that replaces arginine with leucine at position 46
. This amino acid substitution in the prodomain22 prodomain
the N-terminal region cleaved during PCSK9 maturation
reduces PCSK9 protein secretion efficiency and plasma PCSK9 concentration
. The result: more LDL receptors remain on liver cell surfaces, pulling more cholesterol out of circulation.
The variant reduces protein secretion, phosphorylation, and binding affinity for the LDL receptor , creating a lifelong reduction in LDL cholesterol from birth onward.
The Evidence
The R46L variant was first identified in Cohen et al.'s landmark 2006 NEJM study33 Cohen et al.'s landmark 2006 NEJM study
Sequence Variations in PCSK9, Low LDL, and Protection against Coronary Heart Disease of the Atherosclerosis Risk in Communities (ARIC) cohort.
Among 9,524 white subjects, 3.2% carried R46L and had 15% lower LDL cholesterol and a 47% reduction in coronary heart disease over 15 years of follow-up. The effect was dose-dependent: heterozygotes averaged 116 mg/dL LDL while the eight homozygotes averaged 112 mg/dL .
A 2010 meta-analysis44 A 2010 meta-analysis
PCSK9 R46L, low-density lipoprotein cholesterol levels, and risk of ischemic heart disease of three Danish cohorts totaling 66,698 subjects confirmed the effect.
R46L carriers had a 12% (0.43 mmol/L) reduction in LDL-C and a 28% reduction in risk of ischemic heart disease . Remarkably, the observed 28% risk reduction far exceeded the 5% reduction predicted by the LDL lowering alone , suggesting that lifelong exposure to lower LDL — not just magnitude of reduction — drives the benefit.
The CARDIA longitudinal study55 CARDIA longitudinal study
tracking the same individuals from age 18 to 50 demonstrated this lifelong effect.
R46L carriers had significantly lower LDL at age 18 (84.4 vs 100.9 mg/dL) and maintained this advantage through middle age .
This long-term LDL reduction was associated with reduced carotid intima-media thickness and lower coronary calcification in middle age .
Even in familial hypercholesterolemia (FH) — a genetic disorder causing severe high cholesterol — the R46L variant exerts a protective effect.
In a cohort of 582 FH patients, the 3% carrying R46L had 11% lower LDL cholesterol and significantly lower cardiovascular disease risk compared to non-carriers . The variant doesn't cure FH, but it substantially attenuates the phenotype.
Beyond cardiovascular protection,
R46L carriers are protected against nonalcoholic fatty liver disease (NAFLD), NASH, and liver fibrosis , with an odds ratio of 0.42 for NAFLD in a study of 1,874 at-risk individuals.
Carriers also have lower carotid intima-media thickness and, in males, reduced erectile dysfunction prevalence
— both markers of systemic vascular health.
Practical Implications
If you carry one or two copies of the R46L variant (GT or TT genotypes), you have a naturally lower LDL cholesterol baseline and substantially reduced lifetime cardiovascular risk. This is not a reason to ignore cardiovascular health, but it does mean your starting point is more favorable than average. Your LDL may appear "borderline" when it's actually protective for you.
The R46L variant does not eliminate the need for lifestyle interventions — diet, exercise, not smoking — but it provides a genetic cushion. If you develop high LDL despite carrying R46L, investigate secondary causes: hypothyroidism, familial hypercholesterolemia from other genes (LDLR, APOB), or metabolic syndrome. In the rare event you need statin therapy, you may respond more favorably and require lower doses than predicted.
If you don't carry R46L (GG genotype), the existence of PCSK9 inhibitor drugs means pharmaceutical options can mimic the protective effects of this variant. These drugs — evolocumab, alirocumab, inclisiran — lower LDL by 50-60% and reduce cardiovascular events in high-risk populations. The biology discovered through R46L carriers has translated directly into therapy.
Interactions
PCSK9 R46L interacts with other lipid metabolism genes but does not require compound implication entries because its effect is independent and additive. Carriers of R46L who also have:
- APOE ε4 alleles (rs429358, rs7412) — the cardiovascular risk from APOE4 is partially offset by R46L's LDL-lowering effect, but APOE4 still increases Alzheimer's risk independent of cholesterol.
- LDLR or APOB mutations (familial hypercholesterolemia) — as demonstrated in the FH cohort studies, R46L attenuates but does not eliminate the severe LDL elevation. These individuals still require aggressive lipid management but start from a lower baseline.
- Statin metabolism variants (SLCO1B1 rs4149056, CYP3A4/5 variants) — R46L does not change statin pharmacokinetics, but carriers may achieve target LDL levels with lower statin doses due to their baseline advantage.
Other PCSK9 variants include gain-of-function mutations (E670G, D374Y, S127R) that increase LDL and cardiovascular risk, and additional loss-of-function mutations (Y142X, C679X — predominantly in African populations) that confer even stronger protection than R46L. These are distinct variants, not alleles of the same SNP, so there is no compound heterozygosity with R46L at this locus.
rs12203592
IRF4 T allele
- Chromosome
- 6
- Risk allele
- T
Genotypes
Low Freckling — Typical melanocyte regulation and lower melanoma risk
Moderate Freckling — One copy increases freckling and modestly elevates melanoma risk
High Freckling — Two copies substantially increase freckling, sun sensitivity, and melanoma risk
IRF4 Enhancer Variant — Freckling, Sun Sensitivity, and Melanoma Risk
The rs12203592 variant sits in intron 4 of the IRF4 gene on chromosome 6, within a melanocyte-specific enhancer element that regulates IRF4 expression .
The T allele is most common in individuals of European descent and is not seen in sub-Saharan Africans or East Asians , making it one of the population-specific variants that emerged during human migration out of Africa. IRF4 (Interferon Regulatory Factor 4) is primarily known as an immune transcription factor, but
ENCODE data shows rs12203592 overlaps a peak of DNase I hypersensitivity in human primary melanocytes and melanoma lines , revealing its critical role in pigmentation biology 11 Praetorius et al. A polymorphism in IRF4 affects human pigmentation through a tyrosinase-dependent MITF/TFAP2A pathway. Cell, 2013.
The Mechanism
The rs12203592 variant affects enhancer-promoter chromatin looping: the enhancer physically interacts with the IRF4 promoter through an allele-dependent chromatin loop, and the T allele disrupts TFAP2A binding, reducing IRF4 transcription
22 Visser et al. Allele-specific transcriptional regulation of IRF4 in melanocytes. Hum Mol Genet, 2015.
TFAP2A and MITF cooperatively activate IRF4, with TFAP2A binding the ancestral C allele but not the T allele; melanocytes from individuals with TT genotype express considerably less IRF4 .
IRF4 in turn regulates tyrosinase (TYR), the rate-limiting enzyme in melanin synthesis, by binding MITF-flanked sites in the TYR promoter; when IRF4 is knocked down in melanocyte and melanoma cell lines, TYR expression likewise reduces . This creates a regulatory cascade: T allele → reduced TFAP2A binding → lower IRF4 expression → decreased tyrosinase → altered pigmentation phenotypes.
The Evidence
The pigmentation associations are among the strongest in human genetics.
In 95,085 Icelanders, rs12203592-T showed the strongest association in the IRF4 region with freckles (p=2.0×10⁻¹²⁰), brown hair, and high skin sun sensitivity
33 Han et al. GWAS identifies novel alleles associated with hair color and skin pigmentation. PLoS Genet, 2008.
The T allele was associated with high nevus counts and high freckling in adolescents, but with low nevus counts and high freckling in adults, and increased counts of flat nevi but decreased counts of raised nevi
44 Duffy et al. IRF4 variants have age-specific effects on nevus count and predispose to melanoma. Am J Hum Genet, 2010.
The melanoma associations are concerning.
In a pooled analysis of 3,673 melanoma patients from GEM and WAMHS studies, IRF4 rs12203592*T was associated with increased Breslow thickness (β=0.09, p=5.47×10⁻⁵), the most important prognostic indicator
55 Gibbs et al. Functional melanoma-risk variant IRF4 rs12203592 associated with Breslow thickness. Br J Dermatol, 2017.
In 3,303 melanoma cases of European ancestry, each copy of the T allele significantly increased melanoma-specific death (HR 1.35, 95% CI 1.09–1.67, p=0.006) , with
70% of this association mediated through Breslow thickness
66 Ward et al. Association of IRF4 SNP rs12203592 with melanoma-specific survival. Br J Dermatol, 2020.
In two independent European cohorts, the T allele increased the risk of dying from melanoma (Barcelona: OR 6.53, p=0.032; Essen: OR 1.68, p=0.035)
77 Potrony et al. IRF4 rs12203592 functional variant and melanoma survival. Int J Cancer, 2017.
Practical Implications
If you carry one or two copies of the T allele, your melanocyte biology differs in ways that increase sun sensitivity and melanoma risk independent of your overall skin tone.
Melanomas in TT individuals are associated with increased Breslow thickness , meaning thicker, more advanced tumors at diagnosis. This is not simply about having fair skin — the association between rs12203592*T and Breslow thickness remained significant even after adjusting for number of nevi, hair color, eye color, and ability to tan . The T allele appears to affect melanoma biology directly, possibly through
IRF4's role in both melanocytes and immune cells .
Sun protection is non-negotiable. Use broad-spectrum SPF 30+ daily, reapply every two hours when outdoors, seek shade between 10am-4pm, and wear protective clothing. Establish a relationship with a dermatologist for annual full-body skin exams, more frequently if you have many moles or a family history of melanoma. Learn the ABCDE features of melanoma (Asymmetry, Border irregularity, Color variation, Diameter >6mm, Evolution/change) and perform monthly self-exams.
The "EFG" addition (Elevated, Firm, Growing for more than a month) may be particularly relevant for TT individuals whose melanomas present with increased thickness .
Interactions
This variant interacts with other pigmentation genes in complex ways. It clusters with MC1R variants (red hair/fair skin), SLC45A2 (light skin tone), HERC2/OCA2 (eye color), and ASIP (pigmentation) in determining overall sun sensitivity and melanoma risk. The combination of IRF4 rs12203592*T with MC1R red hair variants or SLC45A2 light skin variants creates compound sun sensitivity that exceeds either variant alone. These interactions affect not just baseline pigmentation but also dynamic responses to UV exposure — tanning ability, inflammatory response to sunburn, and the molecular pathways that lead from UV damage to malignant transformation. Compound implications for individuals carrying multiple high-risk pigmentation variants should address the multiplicative rather than additive nature of melanoma risk.
rs12722
COL5A1 C/T 3'UTR
- Chromosome
- 9
- Risk allele
- T
Genotypes
Resilient Tendons — Lower risk of soft tissue injuries with greater flexibility
Moderate Flexibility — One copy of the collagen variant — modestly elevated injury risk
Stiffer Tendons — Elevated risk of soft tissue injuries — proactive prevention recommended
COL5A1 — The Collagen Blueprint Behind Tendon Strength
Your tendons and ligaments are built from collagen fibrils — rope-like protein structures
that give connective tissue its strength and elasticity. Type V collagen, encoded by the
COL5A1 gene, acts as a master regulator of this construction process. It controls how thick
individual collagen fibrils11 collagen fibrils
microscopic protein cables that bundle together to form
tendons, ligaments, and other connective tissues grow by embedding within larger type I
collagen fibrils and limiting their lateral expansion. The rs12722 variant sits in the
3'UTR22 3'UTR
the 3' untranslated region of mRNA, which regulates how stable the mRNA molecule
is and how much protein gets made from it of COL5A1, where it alters how much type V
collagen your cells produce.
The Mechanism
The C-to-T change at rs12722 affects mRNA stability rather than protein structure.
Functional studies33 Functional studies
Laguette et al. Sequence variants within the 3'-UTR of the COL5A1
gene alters mRNA stability. Matrix Biology, 2011
demonstrated that the T allele produces more stable mRNA transcripts, which leads to
increased production of the type V collagen alpha-1 chain. While more collagen might sound
beneficial, an excess of type V collagen actually disrupts the normal fibril assembly
process. The resulting fibrils may have altered diameter and spacing, changing the
mechanical properties of tendons and ligaments — making them stiffer and potentially more
prone to injury under repetitive loading.
This mechanism also helps explain why the variant influences range of motion44 range of motion
Brown et al.
The COL5A1 genotype is associated with range of motion measurements. Scand J Med Sci
Sports, 2011: individuals with the CC
genotype tend to have greater joint flexibility, while TT carriers have stiffer connective
tissue and reduced range of motion.
The Evidence
The association between rs12722 and soft tissue injuries has been examined in multiple studies and meta-analyses:
- The original discovery55 original discovery
Mokone et al. The COL5A1 gene and Achilles tendon pathology. Scand J Med Sci Sports, 2006 found that the C allele (here called A2) was significantly more common in healthy controls than in patients with chronic Achilles tendinopathy (29.8% vs 18.0%, OR 1.9). - September et al.66 September et al.
September et al. Variants within the COL5A1 gene are associated with Achilles tendinopathy in two populations. Br J Sports Med, 2009 replicated the finding in a second independent population, strengthening the evidence. - A 2018 meta-analysis of 9 studies77 2018 meta-analysis of 9 studies
Lv et al. Association between polymorphism rs12722 in COL5A1 and musculoskeletal soft tissue injuries: a systematic review and meta-analysis. Oncotarget, 2018 (1,140 cases, 1,410 controls) found TT carriers had 58% higher risk of soft tissue injuries compared to CT/CC carriers (OR 1.58, 95% CI 1.33-1.89). When broken down by injury type: tennis elbow OR 2.06, ACL injuries OR 1.53, Achilles tendon pathology OR 1.48. - The largest meta-analysis to date88 largest meta-analysis to date
Guo et al. Association of COL5A1 gene polymorphisms and musculoskeletal soft tissue injuries: a meta-analysis based on 21 observational studies. J Orthop Surg Res, 2022 (2,164 cases, 5,079 controls) confirmed the association with an allelic OR of 1.14 and homozygous (TT vs CC) OR of 1.33, driven primarily by ligament injuries in Caucasian populations.
Importantly, the association appears strongest in Caucasian populations and for ligament injuries specifically. Studies in East Asian populations have generally not found significant associations, which may reflect both the lower T allele frequency in those populations (~17% vs ~58% in Europeans) and potential gene-environment differences.
Practical Implications
The TT genotype increases injury risk under a recessive model — carrying one T allele (CT) confers only modestly elevated risk, while two copies (TT) is where the meaningful increase begins. If you carry TT, this does not mean injury is inevitable. It means your connective tissue may be less resilient to repetitive strain, and proactive measures — adequate warm-up, progressive training loads, eccentric strengthening exercises, and collagen-supportive nutrition — become more important.
The C allele appears protective for flexibility and injury resistance. CC carriers tend to have greater range of motion and lower baseline risk for tendon and ligament injuries.
Interactions
The rs12722 variant interacts with other COL5A1 polymorphisms. The nearby rs13946 variant (also in the 3'UTR) has been studied alongside rs12722, and haplotype analysis suggests their combined effect may further modulate injury risk. The rs3196378 variant in the same gene has also shown independent associations with soft tissue injury susceptibility. Additionally, variants in other collagen genes (COL1A1, COL11A1, COL11A2) may compound the effect on connective tissue properties.
rs1799941
SHBG
- Chromosome
- 17
- Risk allele
- G
Genotypes
Standard SHBG Producer — Baseline SHBG production with normal sex hormone bioavailability
Intermediate SHBG Producer — Moderately increased SHBG production with balanced effects on sex hormone bioavailability
High SHBG Producer — Higher SHBG production increases bound sex hormones, reducing free testosterone and estradiol bioavailability
SHBG Promoter Variant — The Hormone Bioavailability Regulator
The SHBG gene on chromosome 17 encodes sex hormone-binding globulin11 sex hormone-binding globulin
a liver-produced transport
protein that binds testosterone and estradiol in circulation.
Only 1-2% of testosterone and estradiol circulate as "free" bioactive hormones — the rest is bound
to SHBG (44%) or albumin (54%). By controlling how much hormone is bound versus free, SHBG acts as
a master regulator of sex hormone activity throughout the body. The rs1799941 variant sits in the
promoter region just upstream of the SHBG gene and directly influences how much SHBG protein the
liver produces. This variant is particularly important because low SHBG levels are strongly
associated with metabolic syndrome, type 2 diabetes, PCOS, and cardiovascular risk22 low SHBG levels are strongly
associated with metabolic syndrome, type 2 diabetes, PCOS, and cardiovascular risk,
while genetically higher SHBG levels may protect against these conditions — though with some
unexpected trade-offs.
The Mechanism
Rs1799941 is a G-to-A polymorphism located in the regulatory promoter region of the SHBG gene on chromosome 17p12-p1333 regulatory promoter region of the SHBG gene on chromosome 17p12-p13. The proximal promoter of SHBG contains binding sites for hepatocyte nuclear factor 4-alpha (HNF4A), which activates SHBG transcription44 hepatocyte nuclear factor 4-alpha (HNF4A), which activates SHBG transcription. The A allele appears to enhance promoter activity, leading to increased SHBG production by liver hepatocytes. In population studies, each copy of the A allele increases serum SHBG levels by approximately 7-12 nmol/L55 each copy of the A allele increases serum SHBG levels by approximately 7-12 nmol/L, with AA homozygotes showing 15-25% higher SHBG than GG homozygotes. Because SHBG binds testosterone with 5-fold higher affinity than estradiol, changes in SHBG levels disproportionately affect testosterone bioavailability — more SHBG means more testosterone gets locked up, reducing free testosterone even when total testosterone remains normal.
The Evidence
The largest study of rs1799941 is the Tromsø Study, which genotyped 5,309 Norwegian men and followed them for cardiovascular events, diabetes, cancer, and mortality66 Tromsø Study, which genotyped 5,309 Norwegian men and followed them for cardiovascular events, diabetes, cancer, and mortality. Men with the AA genotype had 14.7% higher total testosterone and 24.7% higher SHBG compared to GG homozygotes, but crucially, free testosterone levels did not differ significantly between genotypes. The SNP was not significantly associated with myocardial infarction, type 2 diabetes, cancer, or mortality, suggesting that the A allele's protective effects on SHBG may be offset by reduced free testosterone bioavailability77 the A allele's protective effects on SHBG may be offset by reduced free testosterone bioavailability.
A pediatric metabolic syndrome study in Turkish children found the opposite direction of effect88 pediatric metabolic syndrome study in Turkish children found the opposite direction of effect — having at least one A allele associated with a 3-fold increased odds of metabolic syndrome (OR=3.09, p=0.006). Paradoxically, in control subjects the A allele increased SHBG levels (as expected), but in metabolic syndrome cases there was no association between genotype and SHBG, suggesting the mechanism through which rs1799941 affects SHBG is disrupted in metabolic disease.
A study of 212 young obese males investigated rs1799941 and hypogonadism risk99 study of 212 young obese males investigated rs1799941 and hypogonadism risk. The A allele was associated with higher SHBG (AA genotype showed +12.45 nmol/L) but lower free testosterone (AA showed -18.52 pg/mL reduction). Importantly, the A allele increased the risk of presenting hypogonadism compared to normal free testosterone hypogonadism (OR=2.54). This reveals the double-edged nature of the variant — higher SHBG is generally metabolically protective, but if SHBG rises too high, it can reduce free testosterone to levels that trigger hypogonadal symptoms, especially in obese individuals.
In 558 women with polycystic ovary syndrome (PCOS), rs1799941 genotype was independently associated with SHBG levels after controlling for BMI, insulin resistance, and hyperandrogenism1010 558 women with polycystic ovary syndrome (PCOS), rs1799941 genotype was independently associated with SHBG levels after controlling for BMI, insulin resistance, and hyperandrogenism. However, the SNP was not associated with PCOS status itself, suggesting it influences SHBG levels but doesn't directly cause PCOS. This is consistent with the understanding that PCOS is driven more by hyperinsulinemia and hyperandrogenism than by SHBG genetics.
Practical Implications
For carriers of the AA genotype, higher baseline SHBG production is generally protective against metabolic syndrome and insulin resistance. However, this comes with caveats. In obesity, the AA genotype may paradoxically increase hypogonadism risk by binding too much testosterone, leaving insufficient free testosterone for biological action. For women with PCOS, the variant influences SHBG levels but doesn't override the strong suppressive effects of hyperinsulinemia on SHBG — insulin resistance will drive SHBG down regardless of genotype. The GG genotype produces less SHBG baseline, which in lean individuals may optimize free testosterone availability, but in metabolic syndrome states this lower SHBG exacerbates the condition by allowing more free androgens to drive insulin resistance.
From a clinical standpoint, rs1799941 genotype helps explain why some individuals have relatively high or low SHBG despite similar metabolic profiles. AA individuals may benefit from monitoring free testosterone rather than total testosterone1111 AA individuals may benefit from monitoring free testosterone rather than total testosterone, particularly if obese, as their high SHBG can mask functional hypogonadism. GG individuals with low SHBG should be screened more aggressively for metabolic syndrome markers — fasting insulin, glucose, triglycerides, and waist circumference — as they are at higher baseline metabolic risk.
Interactions
Rs1799941 frequently interacts with other SHBG gene variants, particularly rs727428 and rs6259 (Asp327Asn), which also independently influence SHBG levels. Rs727428 and rs1799941 together account for significant variance in SHBG levels in PCOS women1212 Rs727428 and rs1799941 together account for significant variance in SHBG levels in PCOS women, with compound effects observed when both variants are present. Additionally, the (TAAAA)n pentanucleotide repeat polymorphism in the SHBG promoter modulates the strength of rs1799941's effect — shorter repeats enhance promoter activity, amplifying the A allele's SHBG-raising effect. Beyond the SHBG gene, this variant's effects are modified by metabolic state — obesity, insulin resistance, and hepatic steatosis all suppress SHBG production through downregulation of HNF4A, potentially overwhelming the genetic effect of rs1799941. Thus, lifestyle factors (weight, exercise, diet) and metabolic health status significantly modulate the penetrance of this variant.
rs1800955
DRD4 -521C>T
- Chromosome
- 11
- Risk allele
- C
Genotypes
Low Expression — Lower D4 receptor expression — methodical cognitive style with natural impulse control
Intermediate Expression — Intermediate D4 receptor expression — balanced novelty seeking and impulse control
High Expression — Higher D4 receptor expression — associated with novelty seeking, cognitive flexibility, and emotional resilience
The Novelty Seeking Gene — How Dopamine D4 Receptors Shape Your Personality
Deep in the prefrontal cortex — the brain region responsible for planning, decision-making,
and impulse control — sits a receptor that helps determine how you respond to novelty,
risk, and reward. The dopamine D4 receptor11 dopamine D4 receptor
One of five dopamine receptor subtypes (D1-D5).
D4 is unusual because it's concentrated in the prefrontal cortex rather than the striatum,
giving it an outsized role in higher cognitive functions like attention, working memory,
and behavioral flexibility is encoded by the DRD4 gene, and its
promoter variant22 promoter variant
A variant in the regulatory region upstream of the gene that controls
how much of the gene is transcribed into mRNA, and ultimately into protein rs1800955
(-521C>T) determines how many of these receptors your brain produces.
The DRD4 gene is perhaps best known for its exon 3 VNTR33 exon 3 VNTR
A variable number tandem
repeat (VNTR) where a 48-base-pair sequence is repeated 2-11 times. The 7-repeat (7R)
allele has been widely associated with ADHD and novelty seeking, but it is NOT detectable
on SNP chips, a repeat-length polymorphism that cannot be measured by SNP chips. The
-521C>T promoter variant is the best chip-genotypable proxy for DRD4 functional variation,
and it has its own well-documented effects on gene expression and behavior.
The Mechanism
The -521C>T variant sits 521 base pairs upstream of the DRD4 transcription start site,
squarely in the gene's core promoter. Okuyama et al.44 Okuyama et al.
Okuyama Y et al. A genetic
polymorphism in the promoter region of DRD4 associated with expression and schizophrenia.
Biochem Biophys Res Commun, 1999 used
transient expression assays to show that the C allele drives approximately 40% higher
transcriptional activity than the T allele. More D4 receptors in the prefrontal cortex
means greater sensitivity to dopamine signaling in circuits that govern attention,
behavioral flexibility, and reward processing.
It is worth noting that a later study55 later study
D'Souza UM et al. No direct effect of the
-521 C/T polymorphism in the human dopamine D4 receptor gene promoter on transcriptional
activity. BMC Mol Biol, 2006 did not
replicate the direct transcriptional effect, suggesting the functional mechanism may
involve linkage disequilibrium with other nearby regulatory variants rather than the
-521 position alone. Regardless of the precise molecular mechanism, the behavioral
associations with this marker are well replicated.
The Evidence
The strongest evidence for rs1800955 comes from personality and behavioral genetics.
Okuyama et al.66 Okuyama et al.
Okuyama Y et al. Identification of a polymorphism in the promoter
region of DRD4 associated with the human novelty seeking personality trait. Mol Psychiatry,
2000 first reported that CC carriers scored
highest on novelty seeking (P=0.0001) in 86 healthy Japanese volunteers, with TT carriers
scoring lowest. A meta-analysis by Munafò et al.77 meta-analysis by Munafò et al.
Munafò MR et al. Association of the
dopamine D4 receptor (DRD4) gene and approach-related personality traits: meta-analysis
and new data. Biol Psychiatry, 2008
confirmed the association with novelty seeking and impulsivity (though not extraversion),
estimating the C allele accounts for up to 3% of phenotypic variance — small by
individual-gene standards, but among the larger effects in personality genetics.
The clinical implications extend to psychiatric risk. A
meta-analysis of schizophrenia studies88 meta-analysis of schizophrenia studies
Mou L et al. A meta-analysis of data
associating DRD4 gene polymorphisms with schizophrenia. Neuropsychiatr Dis Treat,
2018 pooling 2,927 cases and 2,938 controls
found the CC genotype confers modestly elevated schizophrenia risk
(OR 1.22, 95% CI 1.05–1.41, P=0.009). This aligns with the
dopamine hypothesis of schizophrenia99 dopamine hypothesis of schizophrenia
The longstanding theory that excessive dopamine
signaling in certain brain pathways contributes to psychotic symptoms. Antipsychotic
medications work primarily by blocking dopamine D2 receptors, where heightened
dopaminergic tone may increase vulnerability.
On the positive side, Gilman et al.1010 Gilman et al.
Gilman TL et al. DRD4 polymorphism associated
with greater positive affect in response to negative and neutral social stimuli. Ann Hum
Genet, 2022 found that CC carriers maintain
higher positive affect during negative and neutral social stimuli across two independent
samples (N=120 and N=122) — suggesting emotional resilience or a "rose-tinted glasses"
effect that may underlie the novelty-seeking phenotype.
The sensation-seeking association extends to real-world behavior:
Thomson et al.1111 Thomson et al.
Thomson CJ et al. The -521 C/T variant in the dopamine-4-receptor gene
(DRD4) is associated with skiing and snowboarding behavior. Scand J Med Sci Sports,
2013 found CC genotype was significantly
associated with sports-specific sensation seeking in 503 experienced skiers and
snowboarders (P<0.001).
Practical Implications
This is fundamentally a personality-influencing variant, not a disease-causing one. The C allele tilts you toward novelty seeking, risk tolerance, and cognitive flexibility — traits that can be assets or liabilities depending on context. The key is awareness: understanding your dopaminergic tendency helps you harness its strengths (creativity, adaptability, positive outlook) while managing its downsides (impulsivity, difficulty with routine tasks, risk-taking).
For CC carriers, structured approaches to decision-making can counterbalance impulsive tendencies. Mindfulness practice has been shown to strengthen prefrontal regulation of dopaminergic circuits. Regular physical exercise, particularly aerobic exercise, helps regulate dopamine levels naturally.
For TT carriers, the lower D4 receptor expression means a more methodical, risk-averse cognitive style. While this can mean missing out on spontaneous opportunities, it also provides natural protection against impulsive decision-making. TT carriers may benefit from deliberately seeking out novel experiences to maintain cognitive flexibility.
Interactions
The most documented interaction is with COMT (rs4680), which controls dopamine
degradation in the prefrontal cortex.
Alfimova et al.1212 Alfimova et al.
Alfimova MV et al. Interaction of dopamine system genes and
cognitive functions in patients with schizophrenia and their relatives and in healthy
subjects from the general population. Neurosci Behav Physiol,
2007 found that the DRD4 -521C/T and
COMT Val158Met genotypes interact to affect verbal fluency and working memory. The
combination of CC (high D4 expression) with COMT Met/Met (slow dopamine clearance)
creates the highest prefrontal dopamine tone — potentially enhancing creative thinking
but also increasing vulnerability to overstimulation. Conversely, COMT Val/Val (fast
clearance) combined with TT (low D4 expression) produces the lowest prefrontal
dopamine signaling.
DRD4 also interacts with the broader dopamine signaling pathway. Other DRD4 variants (including the exon 3 VNTR and the nearby rs747302 promoter variant) can modify the functional impact of -521C/T, though these interactions are less well characterized for chip-genotypable SNPs.
rs1801282
PPARG Pro12Ala
- Chromosome
- 3
- Risk allele
- C
Genotypes
Standard Insulin Response — Common Pro/Pro variant
Improved Insulin Sensitivity — One Ala allele - improved insulin sensitivity
Best Insulin Sensitivity — Two Ala alleles - best insulin sensitivity
PPARG — The Insulin Sensitivity Gene
PPARG11 Full name: Peroxisome Proliferator-Activated Receptor Gamma is a nuclear receptor22 Nuclear receptors are proteins that bind to DNA and directly regulate gene expression in response to hormones and metabolites that regulates fatty acid storage and glucose metabolism. It's the target of thiazolidinedione33 Thiazolidinediones (e.g. pioglitazone) are diabetes drugs that work by activating PPARG to improve insulin sensitivity drugs used to treat type 2 diabetes.
The Mechanism
The Pro12Ala variant (rs1801282) is a missense mutation in exon B of PPARG, where a cytosine-to-guanine change substitutes proline with alanine at position 12 (p.Pro12Ala). This occurs in the ligand-independent activation domain of the PPARγ2 isoform. The Ala (G) allele reduces PPARG transcriptional activity slightly, which paradoxically improves insulin sensitivity — likely because excessive PPARG activity promotes fat storage.
The Evidence
The original discovery by Deeb et al.44 original discovery by Deeb et al.
Deeb et al. A Pro12Ala substitution in PPARgamma2 associated with decreased receptor activity, lower body mass index and improved insulin sensitivity. Nat Genet, 1998 demonstrated
that the Ala allele reduces receptor activity and is associated with lower BMI
and better insulin sensitivity in Finnish populations.
Altshuler et al.55 Altshuler et al.
Altshuler et al. The common PPARgamma Pro12Ala polymorphism is associated with decreased risk of type 2 diabetes. Nat Genet, 2000 confirmed in over 3,000 individuals
that the common Pro allele (C) carries a modest 1.25-fold increase in diabetes
risk compared to the Ala allele (G).
A HuGE meta-analysis of 60 studies66 HuGE meta-analysis of 60 studies
Gouda et al. The association between the PPARG2 Pro12Ala gene variant and T2DM. Am J Epidemiol, 2010 involving 32,849 cases
and 47,456 controls confirmed the protective effect of Ala12 (OR 0.86).
Practical Implications
The Pro (C) allele is the common variant (~75% of Europeans are CC). Having one or two copies of the Ala (G) allele is protective — it improves how your cells respond to insulin. The G allele is rare in African populations (~1%) but more common in European and South Asian populations (~11-12%).
Interactions
PPARG interacts with TCF7L2 (rs7903146) in determining overall diabetes risk. If you carry the protective Ala allele here but the risk T allele at TCF7L2, the effects may partially offset each other. PPARG is also the target of thiazolidinedione drugs — carriers of Ala12 may respond differently to these medications.
rs4244285
CYP2C19 *2
- Chromosome
- 10
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal CYP2C19 activity at *2 position
Intermediate Metabolizer — Intermediate CYP2C19 metabolizer
Poor Metabolizer — Poor CYP2C19 metabolizer - clopidogrel ineffective
CYP2C19*2 - The Clopidogrel Gene
CYP2C19 is a drug-metabolizing enzyme with enormous clinical significance,
particularly for the antiplatelet drug clopidogrel (Plavix). The *2 allele11 rs4244285
is the most common loss-of-function variant, rendering the enzyme
completely non-functional. This variant carries an FDA black-box warning22 FDA black-box warning
Clopidogrel (Plavix) prescribing label, FDA on the
clopidogrel label - one of the clearest examples of pharmacogenomics directly
affecting prescribing decisions.
The Mechanism
The CYP2C19*2 variant is a synonymous change (G>A at position 681 in exon 5) that creates an aberrant splice site33 Despite being synonymous at the protein level, this variant disrupts normal mRNA splicing, producing a truncated, non-functional protein. Although the nucleotide change itself does not alter the encoded amino acid (Pro227=), it introduces a cryptic splice site that shifts the reading frame, leading to a premature stop codon. Homozygous carriers (AA) have no CYP2C19 activity and are classified as poor metabolizers.
The Clopidogrel Crisis
Clopidogrel is a prodrug44 A prodrug is inactive until the body converts it to its active form that REQUIRES CYP2C19 to be converted to its active
antiplatelet metabolite. Poor metabolizers who take clopidogrel after coronary stent
placement have significantly higher rates of stent thrombosis, heart attack, and
cardiovascular death. A landmark study by Mega et al.55 landmark study by Mega et al.
Mega JL et al. Reduced-function CYP2C19 genotype and risk of cardiovascular events. JAMA, 2010
confirmed this association across multiple trials, leading to the FDA black-box warning66 FDA black-box warning
Clopidogrel (Plavix) prescribing label, FDA.
Beyond Clopidogrel
CYP2C19 also metabolizes proton pump inhibitors (PPIs like omeprazole and pantoprazole), certain antidepressants (citalopram, escitalopram, sertraline), and antifungal agents (voriconazole). For PPIs, poor metabolizers actually benefit because the drug stays active longer, providing better acid suppression. For antidepressants, poor metabolizers may need dose reductions.
What You Should Do
If you are a poor metabolizer (AA), the clopidogrel information is potentially life-saving. If you ever need antiplatelet therapy (after a stent, stroke, or peripheral vascular disease), you MUST use an alternative like prasugrel or ticagrelor. Share this information with your cardiologist and keep it in your medical records.
rs4986790
TLR4 Asp299Gly
- Chromosome
- 9
- Risk allele
- G
Genotypes
Normal Responder — Standard TLR4 function with normal bacterial recognition and inflammatory responses
Reduced Responder — Moderately reduced bacterial endotoxin recognition with dampened inflammatory responses
Blunted Responder — Significantly impaired bacterial endotoxin recognition with markedly dampened inflammatory responses
TLR4 Asp299Gly — A Double-Edged Sword in Immune Recognition
Toll-like receptor 4 (TLR4)11 Toll-like receptor 4 (TLR4)
TLR4 is the primary innate immune receptor for lipopolysaccharide (LPS), a component of Gram-negative bacterial cell walls serves as the body's frontline defense against bacterial infections. The Asp299Gly variant (rs4986790), caused by an A-to-G transition at position 896 in the gene's coding sequence, replaces aspartic acid with glycine at amino acid position 29922 replaces aspartic acid with glycine at amino acid position 299
This occurs in the extracellular domain of TLR4, which directly binds to LPS complexes. This seemingly small change profoundly alters how your immune system responds to bacterial threats.
The G variant is relatively common among Europeans (about 8% carry at least one copy) but virtually absent in East Asian and African populations. This geographic distribution33 geographic distribution
Population-specific selection pressures likely shaped the frequency of this variant across different ancestries reflects thousands of years of evolutionary adaptation to local pathogens.
The Mechanism
The glycine substitution disrupts the extracellular structure of TLR4, reducing its ability to recognize and bind bacterial LPS. When Gram-negative bacteria invade, their LPS is normally transferred to the TLR4/MD-2 complex via CD1444 When Gram-negative bacteria invade, their LPS is normally transferred to the TLR4/MD-2 complex via CD14
This process initiates a signaling cascade through adaptor proteins MyD88 and TRIF, ultimately activating NFκB and triggering inflammatory cytokine production. Carriers of the 299Gly variant show blunted responses to inhaled LPS55 blunted responses to inhaled LPS
A hallmark finding in early functional studies with reduced production of pro-inflammatory cytokines including IL-6, TNF-α, and IL-8.
Functional studies demonstrate that the Asp299Gly polymorphism interferes with recruitment of MyD88 and TRIF66 Functional studies demonstrate that the Asp299Gly polymorphism interferes with recruitment of MyD88 and TRIF
These are critical adaptor proteins in the TLR4 signaling pathway, effectively dampening the inflammatory cascade before it fully activates. The variant also increases sensitivity to CD14 inhibition, suggesting altered protein-protein interactions in the receptor complex.
The Evidence
The clinical consequences of this altered immune recognition are complex and sometimes contradictory. Meta-analyses of inflammatory bowel disease show significantly higher frequencies of Asp299Gly in both Crohn's disease and ulcerative colitis patients77 Meta-analyses of inflammatory bowel disease show significantly higher frequencies of Asp299Gly in both Crohn's disease and ulcerative colitis patients
Pooled analysis across 13 studies demonstrated this association. The G allele frequency reaches 19% in Crohn's disease patients versus 10% in controls, and colonic localization of Crohn's disease is strongly associated with G allele carriage88 colonic localization of Crohn's disease is strongly associated with G allele carriage
43% of patients with colonic Crohn's disease carried the variant versus 12% with other localizations.
For cardiovascular disease, the picture flips. Meta-analysis across multiple studies showed the G allele associates with reduced atherosclerosis risk99 Meta-analysis across multiple studies showed the G allele associates with reduced atherosclerosis risk
This protective effect extends to lower CRP levels and reduced vascular inflammation. One study found TLR4 Asp299Gly associates with reductions in angiographic coronary artery disease1010 TLR4 Asp299Gly associates with reductions in angiographic coronary artery disease
Odds ratio 0.43 for carriers in a population of 1,010 patients.
The sepsis story remains murky. Early studies suggested increased susceptibility to Gram-negative septic shock1111 Early studies suggested increased susceptibility to Gram-negative septic shock
This seemed logical given reduced LPS recognition, but subsequent meta-analyses found no strong association or even a marginal protective effect1212 subsequent meta-analyses found no strong association or even a marginal protective effect
Analysis of 2,328 sepsis cases and 2,495 controls showed OR 0.71 in the dominant model, though not statistically significant. The variant may reduce excessive inflammatory responses that drive septic shock.
A 2025 study of 1,410 individuals across four populations found the polymorphic G allele significantly protective against periodontal inflammatory destruction1313 A 2025 study of 1,410 individuals across four populations found the polymorphic G allele significantly protective against periodontal inflammatory destruction
Functional assays showed enhanced IL-8 secretion and increased sensitivity to CD14 inhibition in cells expressing the variant. For infectious diseases, associations are pathogen-specific: increased risk of neurocysticercosis1414 increased risk of neurocysticercosis
Study of 190 patients showed strong association with symptomatic disease, possible increased susceptibility to Helicobacter pylori1515 possible increased susceptibility to Helicobacter pylori, and association with HIV-1 infection risk1616 association with HIV-1 infection risk
OR 2.16 for heterozygotes in a study of 160 HIV-1 positive patients.
Practical Implications
The blunted inflammatory response means your body may not mount as vigorous a defense against certain bacterial infections, yet this same dampened reactivity might protect you from inflammatory diseases where the immune system overreacts. The evidence suggests you need to be thoughtful about infection prevention while potentially benefiting from reduced chronic inflammation.
For inflammatory bowel disease, particularly if you have colonic symptoms, this variant increases risk significantly and may influence disease course. The cardiovascular protective effect is substantial enough that some researchers have explored whether this variant could inform statin therapy decisions, though this remains experimental.
Interactions
The Asp299Gly variant commonly co-segregates with another TLR4 variant, Thr399Ile (rs4986791)1717 Thr399Ile (rs4986791)
These two SNPs are in strong linkage disequilibrium. Most individuals carrying Asp299Gly also carry Thr399Ile, creating a haplotype with compounded effects on LPS signaling. When both variants are present, the reduction in inflammatory signaling is more pronounced than with either variant alone, particularly affecting neutrophil apoptosis and NF-κB activation.
Other immune-related SNPs may modulate the effects of rs4986790. The CD14-260 C>T polymorphism affects expression of CD14, the co-receptor that delivers LPS to TLR4, potentially amplifying or dampening the Asp299Gly effect. NOD2 variants, particularly common in Crohn's disease, may compound IBD risk when combined with TLR4 variants since both affect bacterial recognition in the gut mucosa.
rs1042602
TYR S192Y
- Chromosome
- 11
- Risk allele
- A
Genotypes
Normal Melanin Production — Standard tyrosinase activity with normal tanning ability and baseline melanoma risk
Intermediate Melanin Production — Moderately reduced melanin synthesis with mildly increased melanoma risk
Reduced Melanin Production — Lower melanin synthesis with increased melanoma risk and altered UV response
Tyrosinase S192Y — Your Melanin Production Blueprint
Tyrosinase is the rate-limiting enzyme in melanin biosynthesis11 melanin biosynthesis
the production of melanin, the pigment that gives skin, hair, and eyes their color, functioning as a copper-containing oxidase that converts the amino acid tyrosine into dopaquinone22 dopaquinone
the first intermediate in melanin production, which then undergoes a series of reactions to form melanin. The S192Y variant (serine to tyrosine at position 192) is one of the most common polymorphisms in the TYR gene, particularly prevalent in European populations where approximately 35% carry at least one copy, while the variant is virtually absent in East Asian and African populations33 virtually absent in East Asian and African populations
fixed at the ancestral C allele in Asian and Nigerian Yoruba populations.
The Mechanism
The S192Y substitution occurs at a critical position in the tyrosinase enzyme. While the variant enzyme retains catalytic activity, biochemical studies in primary melanocytes44 biochemical studies in primary melanocytes
functional analysis comparing melanocytes with different TYR genotypes demonstrate that the 192Y form exhibits reduced tyrosine hydroxylase and DOPA oxidase activities compared to the ancestral 192S form. This missense change affects post-translational regulation of the enzyme rather than transcription levels, meaning cells produce similar amounts of tyrosinase protein, but the Y192 variant functions less efficiently at converting tyrosine to dopaquinone, the committed step in melanin synthesis.
The variant appears to have undergone positive natural selection in European populations55 positive natural selection in European populations
evidence of recent positive selection with the derived A allele, possibly as populations migrated to higher latitudes with lower UV exposure, where lighter pigmentation reduced vitamin D deficiency risk while maintaining adequate photoprotection.
The Evidence
Large-scale population studies66 Large-scale population studies
GWAS in 2,986 Icelanders with replication in 2,718 Icelanders and 1,214 Dutch individuals established that rs1042602 is strongly associated with freckling (OR=1.32, p=1.5×10⁻¹¹), with the A allele (192Y) associated with absence of freckles. Interestingly, no association was found with overall skin or eye color, suggesting this variant specifically affects the melanocytic response to UV exposure rather than constitutive pigmentation. In South Asian populations77 South Asian populations
GWAS of 737 South Asian individuals in the UK, the same variant showed strong association with darker skin pigmentation (OR=4.36 for the C allele, p=4.48×10⁻¹⁰).
The most clinically significant finding emerged from melanoma risk studies88 melanoma risk studies
analysis of 1,025 melanoma patients and 773 healthy controls in Spain: the A allele (192Y) was significantly associated with increased melanoma susceptibility (p=0.0035) and, strikingly, with poorer disease-free survival, particularly in men. Carriers of the A allele99 Carriers of the A allele
patients with at least one A allele showed shorter disease-free survival periods, and in multivariate analysis adjusted for age, Breslow thickness, ulceration, and melanoma subtype, the association remained significant (HR=0.4, 95% CI 0.20-0.83, p=0.0139 for men).
Practical Implications
If you carry one or two copies of the A allele (192Y variant), your melanocytes produce less melanin in response to UV exposure, which translates to reduced tanning ability and altered freckling patterns. More importantly, this variant appears to increase melanoma risk beyond its effect on pigmentation alone—suggesting the variant may influence melanocyte biology in ways that affect both UV response and malignant transformation potential.
Functional studies1010 Functional studies
compound heterozygosity analysis in OCA1B patients have shown that when S192Y occurs in cis (on the same chromosome) with another TYR variant (R402Q), the compound haplotype can cause a mild but penetrant form of oculocutaneous albinism in homozygotes. However, the S192Y variant alone, even in homozygous form, produces only subtle pigmentation differences rather than clinical albinism.
Interactions
TYR S192Y interacts significantly with rs1126809 (R402Q), another common TYR variant. The two SNPs show high linkage disequilibrium (r²=0.86), and when inherited together in cis as the S192Y/R402Q haplotype, they produce a temperature-sensitive reduction in tyrosinase activity that can lead to mild albinism phenotypes when homozygous or compound heterozygous with a pathogenic TYR variant. This highlights the importance of considering both variants together when assessing pigmentation-related phenotypes.
The variant also shows epistatic interactions with other pigmentation genes including SLC45A2 (rs16891982, L374F) and SLC24A5 (rs1426654, A111T), as these genes encode proteins involved in melanosome pH regulation and trafficking, which affect the cellular environment where tyrosinase functions. Geographic correlation studies1111 Geographic correlation studies
analysis across Chinese populations demonstrate that rs1042602 allele frequencies correlate with latitude, sunshine hours, and temperature, confirming environmental selective pressure on this locus.
rs1042713
ADRB2 Arg16Gly
- Chromosome
- 5
- Risk allele
- A
Genotypes
Full Gly16 — Enhanced Downregulation — Standard beta-2 receptor function with enhanced agonist-mediated downregulation
Arg/Gly Heterozygote — One Arg16 allele — intermediate receptor function with mixed cardiovascular profile
Full Arg16 — Resistant Downregulation — Homozygous Arg16 — reduced baseline cardiovascular function with altered beta-agonist response
ADRB2 Arg16Gly — Your Fight-or-Flight Receptor
The ADRB2 gene encodes the beta-2 adrenergic receptor11 beta-2 adrenergic receptor
A G-protein-coupled receptor on the surface of cells in the lungs, heart, blood vessels, and fat tissue that binds adrenaline and noradrenaline, one of the body's
primary mediators of the fight-or-flight response. When adrenaline binds this
receptor, it triggers bronchodilation (opening of airways), vasodilation
(relaxation of blood vessels), increased heart rate, and lipolysis (fat
breakdown). The Arg16Gly variant is a single nucleotide change (G to A) at
codon 16 that swaps glycine for arginine, altering how quickly the receptor
desensitizes after repeated stimulation.
This is not a rare disease variant — approximately 48% of people worldwide carry at least one A allele (Arg16). The variant's importance lies not in causing disease but in modulating exercise capacity, asthma medication response, and cardiovascular outcomes.
The Mechanism
The beta-2 receptor sits on the cell surface and is activated by
catecholamines22 catecholamines
Adrenaline (epinephrine) and noradrenaline (norepinephrine) — the hormones released during stress and exercise.
After repeated stimulation, the receptor undergoes
downregulation33 downregulation
A process where the cell reduces the number of receptors on its surface, dampening the response to continued stimulation —
the cell pulls receptors off its surface to dampen the signal.
The Gly16 form (G allele, reference allele) shows
enhanced agonist-promoted downregulation44 enhanced agonist-promoted downregulation
Green et al. demonstrated this in airway smooth muscle cells: Gly16 receptors are internalized faster after agonist exposure
compared to Arg16 (A allele). This means Gly16 carriers lose receptor
availability faster during sustained catecholamine exposure — such as
prolonged exercise or chronic beta-agonist medication use. Paradoxically,
Gly16 carriers may have higher baseline receptor density (before
desensitization begins), which explains why they can show both
enhanced initial responses and faster decline with sustained stimulation.
The Arg16 form maintains receptor density more effectively under chronic
stimulation but may show a different coupling pattern to downstream
G-protein signaling55 G-protein signaling
The receptor signals through both Gs (stimulatory) and Gi (inhibitory) G-proteins; the Arg16 variant may alter the balance between these pathways,
particularly relevant in cardiac tissue.
The Evidence
Exercise and Cardiovascular Function:
A controlled study of 64 healthy adults66 controlled study of 64 healthy adults
Snyder EM et al. Arg16Gly polymorphism of the beta2-adrenergic receptor is associated with differences in cardiovascular function at rest and during exercise. J Physiol, 2006
found that Arg16 homozygotes (AA) had significantly lower cardiac output
(5.7 vs 6.7 L/min, p < 0.01), stroke volume (68 vs 89 mL/beat, p < 0.01),
and higher resting heart rate (86 vs 80 bpm, p < 0.01) compared to Gly16
homozygotes (GG). These differences persisted during both light and heavy
exercise.
A Korean study of elite athletes77 Korean study of elite athletes
Kim J et al. Genetic association between ADRB2 rs1042713 and elite athletic performances in the Korean population. Gene, 2023
found the Gly16 allele significantly overrepresented among elite athletes,
with a notable gender-specific effect in women. However, findings across
populations have been inconsistent — a
Spanish study88 Spanish study
Santiago C et al. Adrenergic beta-2 receptor polymorphism and athletic performance. J Hum Genet, 2010
found no significant differences among world-class athletes.
Asthma and Beta-Agonist Response:
The strongest pharmacogenomic evidence comes from asthma treatment. A
meta-analysis of 4,226 children99 meta-analysis of 4,226 children
Turner S et al. Childhood asthma exacerbations and the Arg16 beta2-receptor polymorphism: a meta-analysis stratified by treatment. J Allergy Clin Immunol, 2016
found that each copy of the Arg16 (A) allele increased asthma exacerbation
risk by 52% (OR 1.52, 95% CI 1.17-1.99, p = 0.002) in children using
long-acting beta-agonists (LABA) plus inhaled corticosteroids. This
association was absent in children on corticosteroids alone or with
leukotriene receptor antagonists (LTRA) added.
Heart Failure:
In a study of 2,403 heart failure patients1010 study of 2,403 heart failure patients
Kang S et al. ADRB2 polymorphism Arg16Gly modifies the natural outcome of heart failure and dictates therapeutic response to beta-blockers. Cell Discovery, 2018,
Gly16 carriers (AG and GG) had a 50% higher risk of cardiovascular death
or heart transplantation (HR 1.49, p < 0.001) compared to Arg16 homozygotes.
However, the same Gly16 carriers showed dramatically better response to
beta-blocker therapy: 36% risk reduction in AG patients (p = 0.03) and
62% in GG patients (p < 0.001), while AA patients showed no significant
benefit.
Practical Implications
For AA (Arg/Arg) individuals: your beta-2 receptors resist downregulation, maintaining responsiveness under chronic stimulation. However, your baseline cardiovascular function metrics may be lower than Gly16 carriers. If you have asthma and use a LABA, discuss with your physician whether genotype-guided therapy could reduce exacerbation risk.
For GG (Gly/Gly) individuals: your receptors downregulate faster under sustained catecholamine exposure, which affects exercise recovery and medication response patterns. You may have higher baseline cardiac output and stroke volume. If you develop heart failure, beta-blocker therapy may be particularly beneficial for you.
For AG (Arg/Gly) individuals: you have an intermediate receptor profile. In heart failure contexts, you still derive meaningful benefit from beta-blocker therapy.
Interactions
ADRB2 Arg16Gly is commonly studied alongside rs1042714 (Gln27Glu), the other major coding variant in the same gene. The Gly16/Glu27 haplotype has been associated with protection against asthma development, while the Arg16/Gln27 haplotype may confer better treatment response. Women homozygous for the Gly16/Gln27 haplotype showed the highest body fat percentage and impaired glucose tolerance in one study.
rs12248560
CYP2C19 *17
- Chromosome
- 10
- Risk allele
- T
Genotypes
Normal Metabolizer — Normal CYP2C19 activity at *17 position
Rapid Metabolizer — Rapid CYP2C19 metabolizer
Ultrarapid Metabolizer — Ultrarapid CYP2C19 metabolizer
CYP2C19*17 - The Rapid Metabolizer Variant
While most pharmacogenomic attention focuses on loss-of-function variants, the CYP2C19*17 allele11 rs12248560 represents the opposite end of the spectrum: a gain-of-function variant that increases enzyme activity beyond normal levels. This variant sits in the promoter region and upregulates CYP2C19 gene expression.
The Mechanism
The rs12248560 variant22 C>T at position -806 in the promoter region alters a transcription factor binding
site in the CYP2C19 promoter, increasing gene expression by approximately 2-fold.
More enzyme means faster metabolism of all CYP2C19 substrates. Homozygous carriers
(TT) are classified as ultrarapid metabolizers, while heterozygous carriers (CT)
are rapid metabolizers. The variant was first characterized by Sim et al. in 200633 Sim et al. in 2006
Sim SC et al. A common novel CYP2C19 gene variant causes ultrarapid drug metabolism. Clin Pharmacol Ther, 2006.
Clinical Implications
For proton pump inhibitors (PPIs), rapid and ultrarapid metabolizers break down the
drug too quickly, potentially leading to inadequate acid suppression. Standard PPI
doses may not effectively control acid reflux or heal ulcers. Higher doses or
alternative medications may be needed. The CPIC guideline for PPIs44 CPIC guideline for PPIs
Lima JJ et al. CPIC guideline for CYP2C19 and proton pump inhibitor dosing. Clin Pharmacol Ther, 2021
recommends increasing PPI doses by 50-100% for ultrarapid metabolizers.
For clopidogrel, increased CYP2C19 activity is actually beneficial because more prodrug gets converted to the active metabolite, enhancing the antiplatelet effect. However, this could theoretically increase bleeding risk.
The Diplotype Complexity
Your overall CYP2C19 status depends on the combination of both alleles. Someone carrying *2/*17 (one loss-of-function, one gain-of-function) presents a classification challenge - current guidelines generally classify this as intermediate metabolizer status, though the clinical impact may vary by medication.
Practical Considerations
If you are a rapid or ultrarapid metabolizer, pay attention to PPI effectiveness. If standard doses of omeprazole or pantoprazole do not adequately control your acid reflux symptoms, your CYP2C19 genotype may be the reason. Discuss with your doctor about dose adjustments or alternative acid-suppressing medications that are not CYP2C19 substrates.
rs1611115
DBH -1021C>T
- Chromosome
- 9
- Risk allele
- T
Genotypes
Full DBH Activity — Normal dopamine beta-hydroxylase activity with typical dopamine-to-norepinephrine conversion
Reduced DBH Activity — Moderately reduced DBH activity (~50% of normal) with shifted dopamine-to-norepinephrine ratio
Low DBH Activity — Significantly reduced DBH activity (~10% of normal) with markedly elevated dopamine-to-norepinephrine ratio
The Dopamine-to-Norepinephrine Switch — Why One Variant Controls So Much
Your brain runs on a delicate balance between dopamine11 dopamine
The "motivation and reward" neurotransmitter. Dopamine drives focus,
pleasure-seeking, and motor control. Too much is linked to impulsivity; too little to apathy and
Parkinson's-like symptoms and norepinephrine22 norepinephrine
The "alertness and stress response" neurotransmitter.
Norepinephrine sharpens attention, raises blood pressure, and mobilizes the body for action.
It is synthesized directly from dopamine by the enzyme DBH. The enzyme that converts one into
the other is dopamine beta-hydroxylase (DBH), and the rs1611115 variant in its promoter region
is the single most powerful genetic determinant of how much DBH your body makes. Carriers of the
T allele produce dramatically less enzyme, tilting their neurochemistry toward higher dopamine and
lower norepinephrine — a shift with far-reaching consequences for cognition, stress response,
cardiovascular function, and substance sensitivity.
The Mechanism
The rs1611115 variant sits in the promoter region33 promoter region
The DNA sequence upstream of a gene that
controls when and how much the gene is transcribed into mRNA. Changes here don't alter the
protein itself but control how much protein is made of the DBH gene on chromosome 9,
approximately 1,021 base pairs upstream of the transcription start site. The T allele reduces
transcriptional activity, leading to less DBH mRNA and consequently less enzyme protein.
Allele-specific expression studies44 Allele-specific expression studies
Tang et al. Regulatory Polymorphisms in Human DBH Affect
Peripheral Gene Expression and Sympathetic Activity. Circulation Research,
2014 in human tissues reveal striking effects:
the T allele causes approximately 4-fold lower DBH mRNA expression in the liver, with pronounced
allelic imbalance in all 17 heterozygous liver samples tested. The effect is tissue-specific —
liver and lung show the strongest reductions, while the locus coeruleus55 locus coeruleus
The brain's primary
norepinephrine-producing nucleus, a small cluster of neurons in the brainstem that sends
noradrenergic projections throughout the entire brain and adrenal glands show minimal
allelic imbalance, suggesting compensatory mechanisms in the central nervous system.
DBH is a copper-dependent oxygenase66 copper-dependent oxygenase
DBH requires two copper ions per subunit and uses
molecular oxygen and ascorbic acid (vitamin C) as co-substrates. Without adequate copper
or vitamin C, the enzyme cannot function efficiently regardless of genotype that requires
both copper and vitamin C (ascorbic acid) as essential cofactors. This biochemistry makes
these nutrients directly actionable for T-allele carriers.
The Evidence
The foundational study by
Zabetian et al.77 Zabetian et al.
Zabetian CP et al. A quantitative-trait analysis of human plasma-dopamine
beta-hydroxylase activity: evidence for a major functional polymorphism at the DBH locus.
Am J Hum Genet, 2001 measured plasma DBH activity
across 522 individuals from three populations. The results were dramatic: among European
Americans, TT homozygotes had mean enzyme activity of just 4.1 nmol/min/ml compared with
48.1 for CC homozygotes — a nearly 12-fold difference. CT heterozygotes fell in between at
25.2. The variant explained 35% of activity variance in African Americans and 51-52% in
European Americans and Japanese, making it one of the strongest single-SNP effects on any
measurable human phenotype.
The clinical consequences of this enzyme variation span multiple domains:
Cognition and ADHD: Low DBH activity has been repeatedly associated with attention-deficit
traits.
A study in Eastern Indian ADHD patients88 A study in Eastern Indian ADHD patients
Bhaduri N, Bhattacharyya M. Study on DBH Genetic
Polymorphisms and Plasma Activity in Attention Deficit Hyperactivity Disorder Patients from
Eastern India. Cell Mol Neurobiol, 2009 found
strong correlation between rs1611115 genotype and plasma DBH activity (P = 1.51 x 10-6),
and the T allele has been linked to increased impulsiveness and aggression in multiple studies.
Alzheimer's disease: The
Epistasis Project99 Epistasis Project
Combarros O et al. The dopamine beta-hydroxylase -1021C/T polymorphism
is associated with the risk of Alzheimer's disease in the Epistasis Project. BMC Med Genet,
2010 found the T allele associated with AD
risk (OR = 1.2, P = 0.005) across 1,757 cases and 6,294 controls, with a particularly
strong effect in men under 75 (OR = 2.2). This association showed epistasis with the
inflammatory gene IL1A, suggesting that low DBH activity may impair the regulation of
neuroinflammation.
Cardiovascular effects: Paradoxically, while the T allele appears to increase neurological risk, it shows a protective cardiovascular profile. Tang et al. found the T allele associated with reduced risk of angina pectoris (OR = 0.43, P = 0.0002) and possibly myocardial infarction across three independent cohorts totaling over 9,000 subjects. Males homozygous for the C allele (high DBH) showed significantly higher myocardial contractility under stress, consistent with greater sympathetic drive.
Substance sensitivity: A
pharmacogenetic trial1010 pharmacogenetic trial
Kosten TR et al. Pharmacogenetic randomized trial for cocaine
abuse: disulfiram and dopamine beta-hydroxylase. Biol Psychiatry,
2013 demonstrated that disulfiram (which
inhibits DBH) reduced cocaine-positive urines only in CC genotype patients, while CT and
TT carriers — who already have low DBH — showed no benefit. The T allele has also been
associated with alcohol withdrawal seizures and delirium tremens risk.
Practical Implications
The DBH enzyme requires copper and vitamin C as cofactors, making nutritional support a direct intervention for T-allele carriers. Ensuring adequate intake of both nutrients helps maximize whatever enzyme activity the genotype allows.
Carriers of the T allele operate with a higher dopamine-to-norepinephrine ratio, which can manifest as enhanced creativity and reward sensitivity but also as difficulty sustaining attention, increased stress reactivity, and vulnerability to orthostatic symptoms (feeling dizzy when standing quickly). These are not pathological in most people but represent a different neurochemical set point that benefits from awareness and management.
For cardiovascular health, the T allele may actually be protective — lower sympathetic drive means less cardiac stress. But for brain health and cognitive function, supporting DBH activity through nutrition and lifestyle becomes more important with age, given the Alzheimer's association.
Interactions
DBH rs1611115 interacts with other variants in the DBH gene itself. The coding variant rs6271 (+1603C>T, Arg535Cys) independently reduces enzyme activity, and together with rs1611115 and rs2519152, these three variants explain up to 37.6% of plasma DBH variance in African Americans.
The catecholamine pathway involves several genes that may interact with DBH status. COMT (rs4680) controls dopamine degradation — a person with both low DBH (rs1611115 TT) and slow COMT (Val158Met, Met/Met) would have a doubly-shifted dopamine balance: less conversion to norepinephrine and slower clearance of existing dopamine. This combination may amplify both the cognitive benefits and the stress vulnerability of elevated dopamine.
The Alzheimer's-related epistasis between DBH rs1611115-T and IL1A -889TT (rs1800587) suggests that the neuroinflammatory consequences of low norepinephrine may depend on inflammatory gene background, a finding that warrants further investigation.
rs1800896
IL10 -1082 A>G
- Chromosome
- 1
- Risk allele
- G
Genotypes
Low Producer — Lower IL-10 production — baseline inflammatory regulation
Intermediate Producer — Moderate IL-10 production — balanced but potentially increased autoimmune risk
High Producer — Elevated IL-10 production — strong anti-inflammatory response but increased autoimmune disease risk
IL-10 Production — Your Anti-Inflammatory Thermostat
Interleukin-10 (IL-10) is the body's master anti-inflammatory cytokine, acting as a brake on immune responses to prevent excessive inflammation. The IL10 gene on chromosome 111 chromosome 1
Located at 1q31-32 produces this critical regulatory protein. The -1082 A>G polymorphism (rs1800896) sits in the promoter region of the gene, functioning as a dimmer switch that determines how much IL-10 your immune cells produce when inflammation begins.
The Mechanism
The -1082 position is part of a highly polymorphic promoter region that forms three predominant haplotypes (GCC, ACC, ATA) controlling IL-10 transcription .
The G allele at -1082 and haplotypes containing this allele have been associated with high IL-10 production, while the A allele and the ATA haplotype have been associated with low IL-10 production . The variant affects binding sites for transcription factors like Sp1, which regulate how actively the gene is transcribed into messenger RNA.
This isn't simply a "more is better" scenario. High IL-10 production (GG genotype) can suppress inflammatory responses effectively, but it can also dampen the immune system's ability to clear infections and may contribute to autoimmune disease through complex mechanisms involving B-cell activation and autoantibody production.
The Evidence
The functional consequences of this variant have been documented across multiple autoimmune and inflammatory conditions.
In ankylosing spondylitis, the IL10 -1082 G allele shows an odds ratio of 1.83, and AG/GG genotypes confer a 3-fold increased risk (OR 3.01, 95% CI 1.75-5.17) .
IL-10 serum levels were significantly higher in AS patients (2.38 pg/mL) compared to controls (1.72 pg/mL) .
In rheumatoid arthritis, North Indian studies found GG and AG genotypes associated with disease susceptibility (OR 2.87 and 1.55 respectively) .
The GG genotype shows higher prevalence in rheumatoid factor-negative RA patients, suggesting influence on autoantibody production .
The variant's role in inflammatory bowel disease22 inflammatory bowel disease
Crohn's disease and ulcerative colitis is particularly nuanced.
The IL10 rs1800896 variant allele (G) was associated with better biochemical remission in IBD patients on biologic therapy (OR 2.15, 95% CI 1.03-4.44), remaining significant after multivariate analysis (aOR 4.15, CI 1.49-11.56) . However, the AG genotype shows increased risk for both UC and CD in Mexican populations , highlighting the complexity of IL-10's role.
Systemic lupus erythematosus33 Systemic lupus erythematosus
SLE demonstrates similar complexity.
The GG genotype of -1082 polymorphism was associated with increased SLE risk (OR 2.65, 95% CI 1.21-5.82) .
IL10 plasma levels were overexpressed in CC genotype carriers of -592 SNP and decreased in AA genotype carriers of -1082 .
In sickle cell disease, the GG genotype was associated with significantly higher IL-10 levels (22.12 pg/ml) compared to AG genotype (13.94 pg/ml) , demonstrating the variant's functional impact on cytokine production across disease contexts.
Practical Implications
Your genotype at this position affects your baseline inflammatory tone and may influence susceptibility to autoimmune conditions. If you carry one or two G alleles, your immune system produces more IL-10, which generally suppresses inflammation but may contribute to certain autoimmune processes. This is neither universally good nor bad — context matters.
For those with autoimmune conditions, understanding your IL-10 production capacity can inform treatment approaches. The recent finding that G allele carriers respond better to biologic therapy in IBD suggests this variant may eventually help predict treatment outcomes.
The relationship between IL-10 levels and infection susceptibility is clinically relevant.
Patients with -1082 GG haplotype experienced more severe symptoms in community-acquired pneumonia and increased risk for septic shock compared to those with GA or AA genotypes , corresponding to higher IL-10 production dampening antimicrobial responses.
Interactions
The -1082 A>G variant functions as part of a three-SNP haplotype system with rs1800871 (-819 C>T) and rs1800872 (-592 C>A).
These form three principal haplotypes: GCC, ACC, and ATA, with GCC and ATA haplotypes associated with high and low IL-10 production respectively . The variants are in strong linkage disequilibrium and should be considered together for complete functional assessment.
When combined with TNF-α genotypes, IL-10 polymorphisms show stronger correlations with autoantibody production in SLE, particularly the combination of "low IL10 (-1082AA-AG)/high TNFα (-308AA-AG)" , suggesting gene-gene interactions between pro- and anti-inflammatory cytokine pathways influence disease manifestations.
rs2236225
MTHFD1 G1958A
- Chromosome
- 14
- Risk allele
- A
Genotypes
Normal Stability — Normal MTHFD1 enzyme stability
Reduced Stability — Reduced MTHFD1 stability — increased choline need
Low Stability — Significantly reduced MTHFD1 — high choline need
MTHFD1 — The Choline Connection
MTHFD1 (methylenetetrahydrofolate dehydrogenase 1) is a trifunctional enzyme that processes dietary folates through three sequential reactions. It plays a central role in one-carbon metabolism 11 One-carbon metabolism: a network of folate-dependent reactions that shuttle single carbon units for DNA synthesis and methylation, feeding into both nucleotide synthesis 22 For DNA repair and cell division — rapidly dividing cells like gut lining and blood cells are especially dependent and the methylation cycle.
The Mechanism
The G1958A variant (rs2236225) causes an arginine-to-glutamine substitution 33 Arginine-to-glutamine substitution at position 653 of the protein (p.Arg653Gln) at position 653 of the MTHFD1 protein. The A allele produces a less thermostable enzyme that loses activity more readily at body temperature. This reduces the efficiency of folate processing, particularly the 10-formyltetrahydrofolate synthetase activity that is important for purine synthesis. While the enzyme retains normal substrate affinity, its reduced stability diminishes overall metabolic activity.
The Choline Compensation
What makes MTHFD1 especially interesting is its connection to choline. When MTHFD1 activity is reduced, your body compensates by drawing more heavily on choline as an alternative methyl donor 44 The betaine pathway: choline is oxidized to betaine, which donates a methyl group directly to homocysteine, bypassing the folate cycle. This increases your dietary choline requirements significantly. Studies have shown that individuals with the AA genotype who consume low-choline diets are more likely to develop signs of choline deficiency, including fatty liver.
The Evidence
A landmark study by Kohlmeier et al.55 Kohlmeier et al.
Kohlmeier M et al. PNAS 2005 — genetic variation in folate-mediated one-carbon transfer predicts susceptibility to choline deficiency demonstrated that the A allele is a risk
factor for neural tube defects, independent of MTHFR status. A meta-analysis of nine studies66 meta-analysis of nine studies
Shen H et al. MTHFD1 polymorphisms and neural tube defect susceptibility, 2014
with 4,302 NTD patients and 4,238 controls confirmed an increased risk of neural
tube defects with the AA genotype (OR=2.63). Subsequent research confirmed that
this variant increases choline requirements and that adequate choline intake can
compensate for the reduced MTHFD1 activity.
Practical Implications
Egg yolks are the richest common dietary source of choline, providing about 150mg per yolk. Liver is even richer. If you carry the A allele, eating 2-3 egg yolks daily provides meaningful choline support. This is one of the most actionable nutrigenomics findings — a simple dietary change (eating more eggs) can compensate for a clear genetic limitation.
Interactions
MTHFD1 interacts with MTHFR (rs1801133, rs1801131) for overall folate pathway efficiency. It also interacts with PEMT (rs7946) — both variants increase choline requirements, and the combined effect can be substantial.
rs429358
APOE E4 determinant
- Chromosome
- 19
- Risk allele
- C
Genotypes
No E4 — No APOE E4 - normal fat tolerance
E4 Carrier — One APOE E4 - limit saturated fat
E4/E4 Homozygous — APOE E4/E4 - strict saturated fat limit
APOE — The Cholesterol & Brain Health Gene
APOE11 Apolipoprotein E is a protein that helps transport cholesterol and other fats through the bloodstream is one of the most important genes in human genetics. It affects cholesterol transport, brain health, and longevity. Your APOE genotype is determined by two variants: rs429358 (this one, the E4 determinant) and rs7412 (the E2 determinant).
The Mechanism
The rs429358 variant causes a missense change at position 130 of the APOE protein, substituting cysteine with arginine (p.Cys130Arg). This single amino acid change defines the APOE ε4 isoform, which has reduced ability to clear LDL cholesterol from the bloodstream and impaired amyloid-beta clearance in the brain.
APOE Genotypes
The combination of rs429358 and rs7412 gives you one of six APOE genotypes: ε2/ε2, ε2/ε3, ε3/ε3, ε3/ε4, ε2/ε4, or ε4/ε4. ε3/ε3 is the most common (about 60% of people). The ε4 allele frequency varies dramatically across populations — from ~7% in South Asians to ~27% in sub-Saharan Africans.
The Evidence
The landmark study by Corder et al.22 landmark study by Corder et al.
Corder et al. Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families. Science, 1993 showed that
each ε4 allele increases Alzheimer's risk and lowers age at onset. Risk
increased from 20% to 90% with increasing ε4 dose.
A major meta-analysis33 major meta-analysis
Farrer et al. Effects of age, sex, and ethnicity on the association between APOE genotype and Alzheimer disease. JAMA, 1997 of 5,930 AD patients
and 8,607 controls confirmed that one ε4 copy roughly triples risk (OR ~3.2
for ε3/ε4) and two copies raise it about 15-fold (OR ~14.9 for ε4/ε4).
The effect is strongest in Caucasians and Japanese, weaker in African
Americans and Hispanics.
E4 and Saturated Fat
APOE E4 carriers have a stronger negative response to dietary saturated fat. Their LDL cholesterol rises more sharply with saturated fat intake compared to non-carriers. This makes dietary fat choices particularly important for E4 carriers.
E4 and Alzheimer's
Each E4 allele increases Alzheimer's risk44 One E4 copy roughly triples risk; two copies raise it roughly 12-15-fold, though absolute risk still depends on many other factors including age, sex, and lifestyle, but it's not deterministic. Lifestyle factors — exercise, diet, sleep, cognitive engagement — can significantly modify this risk.
Interactions
APOE E4 risk compounds with TCF7L2 (rs7903146) — if you carry risk alleles at both, limiting dietary fat is especially important. The rs429358 and rs7412 variants together determine your complete APOE genotype.
rs700518
CYP19A1 Val80
- Chromosome
- 15
- Risk allele
- A
Genotypes
Higher Aromatase Activity — Two copies of the G allele associated with typical or higher aromatase expression
Intermediate Aromatase Activity — One copy of each allele with intermediate effects on estrogen production
Lower Aromatase Activity — Two copies of the A allele associated with lower aromatase expression and altered estrogen metabolism
CYP19A1 Val80 — Aromatase Activity and Estrogen Balance
The CYP19A1 gene encodes aromatase, the enzyme responsible for converting androgens into estrogens in the final step of estrogen biosynthesis. Located on chromosome 15q21.111 Located on chromosome 15q21.1
The gene spans approximately 123 kb with complex tissue-specific regulation, aromatase is expressed in gonads, adipose tissue, bone, breast, and brain. The rs700518 variant is a synonymous G>A substitution at codon 80 (Val80Val) in exon 3. While it doesn't change the amino acid sequence, this variant affects post-transcriptional gene regulation, leading to differences in aromatase expression and activity22 this variant affects post-transcriptional gene regulation, leading to differences in aromatase expression and activity.
The Mechanism
Though synonymous, rs700518 influences aromatase enzyme levels through effects on mRNA stability, translation efficiency, or linkage with regulatory variants. The GG genotype has been associated with higher aromatase expression in some tissues33 The GG genotype has been associated with higher aromatase expression in some tissues, while the AA genotype appears to result in lower enzyme activity. This translates to differences in the conversion of testosterone to estradiol and androstenedione to estrone. Studies in women with hyperandrogenism found the GG genotype associated with lower estradiol levels and higher SHBG concentrations44 Studies in women with hyperandrogenism found the GG genotype associated with lower estradiol levels and higher SHBG concentrations, suggesting tissue- and context-specific effects.
The variant is closely linked (high linkage disequilibrium) with rs10046 in the 3'-UTR region55 rs10046 in the 3'-UTR region, and together these SNPs form haplotypes that influence aromatase activity across multiple tissues. This explains why effects can be complex and sometimes appear contradictory — the functional impact depends on which other variants are present and the tissue context.
The Evidence
The strongest evidence for rs700518 comes from studies of aromatase inhibitor therapy in breast cancer. A prospective study of 97 postmenopausal women found that those with the AA genotype developed significant bone loss at the lumbar spine and hip after 12 months of AI therapy66 A prospective study of 97 postmenopausal women found that those with the AA genotype developed significant bone loss at the lumbar spine and hip after 12 months of AI therapy
Napoli N et al. Genetic polymorphism at Val80 (rs700518) of the CYP19A1 gene is associated with aromatase inhibitor associated bone loss in women with ER (+) breast cancer. Bone. 2013 (both p=0.03), while those carrying a G allele maintained bone density. In the same cohort, women with the GG genotype showed opposite body composition changes — significant increases in truncal fat and decreases in lean mass77 women with the GG genotype showed opposite body composition changes — significant increases in truncal fat and decreases in lean mass.
A meta-analysis of 8 studies involving 2,632 subjects confirmed that the AG genotype is associated with significantly lower bone mineral density at both lumbar spine and femoral neck88 A meta-analysis of 8 studies involving 2,632 subjects confirmed that the AG genotype is associated with significantly lower bone mineral density at both lumbar spine and femoral neck (p=0.001 and p=0.01, respectively). The relationship with osteoporosis risk was less clear, but the consistent BMD findings suggest bone health implications.
Beyond breast cancer treatment, a study of Chinese women found the AA genotype conferred a 3.66-fold increased risk of endometriosis-related infertility99 a study of Chinese women found the AA genotype conferred a 3.66-fold increased risk of endometriosis-related infertility (OR 3.66, 95% CI 2.06-6.50, p<0.001) compared to controls. This was specific to infertility, not endometriosis alone. Research in women with hyperandrogenism showed the GG genotype associated with lower estradiol levels and altered fat distribution patterns1010 Research in women with hyperandrogenism showed the GG genotype associated with lower estradiol levels and altered fat distribution patterns, demonstrating effects beyond cancer treatment contexts.
Practical Implications
For women taking aromatase inhibitors for breast cancer, this variant predicts side effect risk. The AA genotype indicates higher risk of accelerated bone loss, while the GG genotype predicts unfavorable body composition changes. Both warrant closer monitoring, though the interventions differ. For general population health, the variant influences baseline estrogen levels, which affect bone density, body composition, cardiovascular risk, and reproductive health across the lifespan.
The evidence supports bone density monitoring and proactive bone health interventions for A allele carriers, particularly women approaching or past menopause. The GG genotype's association with altered body composition suggests attention to lean mass preservation through resistance exercise and adequate protein intake may be especially important.
Interactions
Rs700518 is part of a haplotype block with rs10046 and rs4646, both in the 3'-untranslated region of CYP19A1. These variants show high linkage disequilibrium and their combined effects may be stronger than any single SNP. Other CYP19A1 variants including rs749292, rs1062033, and rs4775936 also influence aromatase activity and may interact to determine overall enzyme function.
Interactions with estrogen receptor variants (ESR1, ESR2) likely modulate the clinical impact of altered estrogen production. In women taking aromatase inhibitors, the degree of estrogen suppression achieved depends on both baseline aromatase activity (influenced by this variant) and how well the drug inhibits the enzyme, creating pharmacogenetic interactions that affect both efficacy and toxicity.
rs708272
CETP TaqIB
- Chromosome
- 16
- Risk allele
- G
Genotypes
Normal CETP Activity — Standard CETP enzyme activity with typical HDL cholesterol levels
Low CETP Activity — Lower CETP activity leading to higher HDL cholesterol and larger lipoprotein particles
Intermediate CETP Activity — Moderately reduced CETP activity with higher HDL cholesterol than GG carriers
The CETP TaqIB Variant — HDL Cholesterol, Longevity, and the Paradox of "Good" Cholesterol
The cholesterol ester transfer protein (CETP) is a liver-synthesized glycoprotein11 liver-synthesized glycoprotein
CETP facilitates the bidirectional exchange of cholesteryl esters and triglycerides between lipoproteins in plasma that orchestrates cholesterol trafficking between lipoprotein particles. CETP transfers cholesteryl esters from HDL (high-density lipoprotein, the "good" cholesterol) to LDL and VLDL particles, while simultaneously shuttling triglycerides in the opposite direction. The rs708272 variant, known as TaqIB for the restriction enzyme site it creates or disrupts, sits in an intronic region22 intronic region
introns are non-coding sequences within genes that can still affect gene expression through regulatory elements of the CETP gene and modulates both CETP enzyme activity and concentration in plasma. People carrying the B2 allele (the A nucleotide) show 30-40% lower CETP activity, which translates to approximately 10% higher HDL cholesterol levels — yet the cardiovascular benefit of this seemingly favorable lipid shift remains one of genetics' most intriguing puzzles.
The Mechanism
The TaqIB polymorphism doesn't change the CETP protein sequence directly — it's located in intron 1, between coding regions — but it appears to affect gene expression through linkage disequilibrium33 gene expression through linkage disequilibrium
linkage disequilibrium means this SNP tends to be inherited together with other functional variants in nearby regulatory regions with regulatory elements in the promoter and elsewhere in the gene. The B1 allele (G nucleotide) creates a restriction site for the TaqI enzyme and associates with higher CETP activity, while the B2 allele (A nucleotide) disrupts this site and correlates with reduced enzyme function. Lower CETP activity slows the transfer of cholesteryl esters out of HDL particles, allowing HDL to accumulate more cholesterol. The result: B2 carriers consistently show higher HDL-C concentrations, larger HDL particle sizes, and paradoxically, larger LDL particles as well — a pattern that resembles the lipid profile of people with genetic CETP deficiency44 resembles the lipid profile of people with genetic CETP deficiency
complete CETP deficiency from loss-of-function mutations produces extremely high HDL-C (often >100 mg/dL) and has been linked to longevity in some populations, who can have HDL cholesterol levels twice the population average.
The Evidence
The relationship between this variant and cardiovascular disease defies simple categorization. A meta-analysis of 45 studies including over 42,000 participants55 meta-analysis of 45 studies including over 42,000 participants
Guo et al. 2016. Associations of Cholesteryl Ester Transfer Protein TaqIB Polymorphism with the Composite Ischemic Cardiovascular Disease Risk and HDL-C Concentrations found that the B2 allele confers protection against ischemic cardiovascular disease in both Asian and Caucasian populations, with the protective effect scaling with allele dose. Yet a comprehensive pooled analysis66 comprehensive pooled analysis
Dullaart and Sluiter. 2008. Common variation in the CETP gene and the implications for cardiovascular disease revealed a striking context dependency: in population-based studies of apparently healthy individuals, B2B2 homozygotes actually showed 45% higher cardiovascular risk compared to B1B1 carriers (OR 1.45), despite their elevated HDL. In contrast, among high-risk populations — people selected for existing cardiovascular disease or multiple risk factors — the B2B2 genotype was protective (OR 0.84). This apparent contradiction may reflect survivor bias77 survivor bias
high-risk populations have already been selected for disease survival, potentially filtering out B2B2 individuals with poor outcomes or suggest that HDL cholesterol concentration alone doesn't capture HDL function, which may be more important for atheroprotection.
The longevity connection strengthens the case for B2. The landmark Copenhagen City Heart Study88 Copenhagen City Heart Study
Barzilai et al. 2021. Following 10,261 participants for up to 34 years followed over 10,000 people for three decades and found that CETP gene polymorphisms reducing enzyme activity — including TaqIB B2 — associated with significantly reduced risk of ischemic heart disease, myocardial infarction, and stroke, plus increased longevity, with no evidence of adverse effects. Meanwhile, a prospective study of 18,245 initially healthy American women99 prospective study of 18,245 initially healthy American women
Voight et al. 2010. Polymorphism in the CETP Gene Region, HDL Cholesterol, and Risk of Future Myocardial Infarction over 10 years found that each copy of the B2 allele raised HDL-C by 3.1 mg/dL and lowered myocardial infarction risk by 24% (HR 0.76).
Intriguingly, the B2 allele shows a strong gene-diet interaction with alcohol consumption1010 strong gene-diet interaction with alcohol consumption
Mehlig et al. 2014. Studying 618 CHD patients. In a study of 618 coronary heart disease patients, B2B2 individuals consuming moderate amounts of alcohol (6.5-13 g ethanol daily for men) had a remarkable 79% reduction in CHD risk (OR 0.21) compared to low drinkers, while B1B1 carriers showed no such benefit. This interaction may reflect alcohol's effects on HDL particle remodeling, which could be amplified when CETP activity is already low.
Practical Implications
If you carry one or two copies of the B2 allele, your HDL cholesterol is likely 5-10% higher than if you carried B1B1, and your LDL and HDL particles tend to be larger and less atherogenic. The cardiovascular implications depend heavily on your broader risk profile. In the absence of other major risk factors, the B2 allele appears modestly protective, particularly if you're a moderate alcohol consumer. However, the variant doesn't eliminate cardiovascular risk — elevated HDL from reduced CETP activity may not confer the same protection as functionally robust HDL achieved through lifestyle. Focus on HDL function rather than HDL concentration1111 HDL function rather than HDL concentration
HDL's anti-inflammatory, antioxidant, and cholesterol efflux capacities matter more than the absolute number: exercise, omega-3 fatty acids, and avoiding oxidative stress all enhance HDL quality independent of CETP genotype.
For those with diabetes, the picture shifts. Several studies suggest the B2 allele's HDL-raising effects are most pronounced in individuals with lower insulin resistance1212 HDL-raising effects are most pronounced in individuals with lower insulin resistance
Bini et al. 2010. Menopause and CETP TaqIB polymorphism effects in type 2 diabetes, BMI, and triglycerides. In type 2 diabetics, B2 carriers with better metabolic control show a more favorable HDL subpopulation profile (larger alpha-1 particles), while those with poor control lose this benefit. If you're B2B2 and managing diabetes or metabolic syndrome, optimizing insulin sensitivity and triglyceride levels may unlock your genotype's protective potential.
The alcohol interaction merits mention but not overinterpretation. While B2B2 individuals appear to derive cardiovascular benefit from light-to-moderate drinking, this doesn't constitute a prescription. Alcohol carries risks beyond cardiovascular disease, and the effect size, while striking, comes from observational data subject to confounding. If you already consume alcohol moderately and are B2B2, the data suggest you may be extracting more cardiovascular benefit than others — but this isn't a reason to start drinking if you don't currently.
Statin therapy appears equally effective across TaqIB genotypes, with no evidence that B1 or B2 status should influence treatment decisions for elevated LDL cholesterol. The variant's effect on HDL is independent of statin-mediated LDL lowering.
Interactions
The TaqIB variant's effects on lipid metabolism position it within a network of related genetic influences. Other CETP polymorphisms, including the promoter variant rs1800775 (-629C>A) and the missense variant rs5882 (I405V), show similar associations with HDL levels and often travel together in haplotype blocks. Compound effects with other HDL metabolism genes — particularly ABCA1, LIPC (hepatic lipase), and APOA1 — could amplify or dampen the TaqIB signal, though few studies have systematically evaluated multi-locus interactions. More broadly, the cardiovascular risk implications of elevated HDL from reduced CETP activity likely depend on LDL levels, triglyceride levels, and inflammatory markers — a reminder that single variants operate within complex, multifactorial disease pathways. Personalized cardiovascular risk assessment should integrate CETP genotype with conventional lipid panels, family history, and metabolic health markers rather than relying on any single genetic signal.
rs17070145
WWC1 Intronic C>T
- Chromosome
- 5
- Risk allele
- C
Genotypes
Typical Memory Baseline — Standard KIBRA-mediated synaptic plasticity
Enhanced Memory Variant — One copy of the memory-enhancing T allele
Strongest Memory Variant — Two copies of the memory-enhancing T allele
KIBRA — The Memory Gene
The KIBRA11 KIBRA
KIdney and BRAin expressed protein, also known as WWC1 (WW and C2 domain containing 1)
gene encodes a postsynaptic scaffolding protein that plays a central role in
memory formation. In 2006, a genome-wide association study made KIBRA the
first gene linked to normal variation in human memory performance through
unbiased genomic scanning. A common C-to-T change in intron 9 (rs17070145)
was associated with significantly better episodic memory — the ability to
recall specific events and experiences. T allele carriers showed 24% better
free recall at 5 minutes and 19% better recall at 24 hours compared to
CC homozygotes.
The Mechanism
KIBRA protein is highly expressed in the hippocampus and other
memory-related brain regions. It functions as a molecular scaffold at
postsynaptic densities22 postsynaptic densities
The protein-rich region at the receiving end of a synapse, where neurotransmitter signals are received and processed,
where it anchors the enzyme
PKMzeta33 PKMzeta
Protein kinase M-zeta, an atypical protein kinase C isoform that maintains long-term potentiation — the cellular basis of memory
at activated synapses. This KIBRA-PKMzeta complex sustains
long-term potentiation (LTP)44 long-term potentiation (LTP)
The persistent strengthening of synaptic connections, widely considered the cellular mechanism underlying learning and memory
by regulating postsynaptic
AMPA receptors55 AMPA receptors
Glutamate receptors that mediate fast synaptic transmission; their trafficking to and from the synapse controls synaptic strength,
keeping synaptic connections strong after learning.
KIBRA also binds to dendrin66 dendrin
A postsynaptic protein enriched in the hippocampus that helps organize the postsynaptic density
with nanomolar affinity via its WW domains, and this interaction regulates
KIBRA's localization to synapses. Additionally, KIBRA participates in the
MAPK signaling pathway77 MAPK signaling pathway
Mitogen-activated protein kinase pathway, a chain of proteins that communicates signals from the cell surface to the nucleus, involved in synaptic plasticity,
which is differentially activated in the hippocampus depending on
rs17070145 genotype.
Although rs17070145 sits in an intron and does not directly change the
protein sequence, it is in complete
linkage disequilibrium88 linkage disequilibrium
When two genetic variants are inherited together more often than expected by chance, meaning one variant can serve as a proxy for the other
with two missense variants in exon 15 (M734I and S735A) that alter the
KIBRA C2 domain's lipid-binding capacity. These linked coding changes
likely represent the functional mechanism through which the intronic SNP
influences memory.
The Evidence
The
original discovery99 original discovery
Papassotiropoulos A et al. Common Kibra alleles are associated with human memory performance. Science, 2006
screened over 500,000 SNPs in 341 young Swiss adults and found rs17070145
to be significantly associated with delayed free recall, then replicated the
finding in two additional cohorts from Switzerland (n=424) and the United
States (n=256). Gene expression confirmed KIBRA was expressed in
memory-related brain structures.
A
comprehensive meta-analysis1010 comprehensive meta-analysis
Milnik A et al. Association of KIBRA with episodic and working memory: a meta-analysis. Am J Med Genet B, 2012
pooling 17 samples (N=8,909 for episodic memory, N=4,696 for working
memory) confirmed the association. The T allele explained 0.5% of variance
in episodic memory (r=0.068, P=0.001) and 0.1% of variance in working
memory (r=0.035, P=0.018). While these effect sizes are small in absolute
terms, they are among the largest for any common variant affecting normal
cognitive variation.
Functional neuroimaging1111 Functional neuroimaging
Kauppi K et al. KIBRA polymorphism is related to enhanced memory and elevated hippocampal processing. J Neurosci, 2011
revealed that T carriers show increased right hippocampal activation during
memory retrieval compared to CC homozygotes, even after matching for age,
sex, and performance level. Structural MRI studies have also found that
T carriers have
larger hippocampal volumes1212 larger hippocampal volumes
Palombo DJ et al. KIBRA polymorphism is associated with individual differences in hippocampal subregions. J Neurosci, 2013,
specifically in the CA fields and dentate gyrus — regions critical for
memory encoding.
A
meta-analysis of 20 case-control studies1313 meta-analysis of 20 case-control studies
Ling J et al. Association of KIBRA polymorphism with risk of Alzheimer's disease. Neurosci Lett, 2018
found that CC homozygotes had a modestly increased risk of Alzheimer's
disease compared to T carriers (OR=1.23 in the homozygote model, OR=1.14
in the dominant model), particularly among older individuals. Recent
research has illuminated why: the KIBRA C-terminal fragment
repairs synaptic plasticity1414 repairs synaptic plasticity
Bhatt N et al. KIBRA repairs synaptic plasticity and promotes resilience to tauopathy-related memory loss. J Clin Invest, 2024
disrupted by pathogenic tau protein, suggesting KIBRA-mediated synaptic
maintenance may protect against neurodegeneration.
Practical Implications
The effect of rs17070145 on memory is real but modest — this is not a gene that determines whether you have a "good" or "bad" memory. The 0.5% of variance explained means that hundreds of other genetic and environmental factors matter far more for your overall memory ability. Education, sleep, exercise, social engagement, and cognitive activity all have substantially larger effects on memory performance than any single common genetic variant.
That said, understanding your KIBRA genotype can inform your approach to brain health. CC homozygotes may benefit more from proactive cognitive maintenance strategies, while T carriers can take some reassurance that their baseline synaptic plasticity machinery is operating efficiently. For everyone, the same lifestyle factors that support general brain health — aerobic exercise, quality sleep, cognitive challenge, and social connection — also support the synaptic plasticity pathways that KIBRA participates in.
The Alzheimer's association adds a long-term dimension: while the absolute risk increase for CC homozygotes is small, it provides additional motivation for lifelong brain health habits, especially in combination with other risk factors.
Interactions
KIBRA rs17070145 interacts with APOE genotype in the context of Alzheimer's risk. Research in 602 cognitively normal adults followed over six years found that APOE epsilon-4 carriers who were also CC homozygotes at rs17070145 showed significantly faster rates of cognitive decline and hippocampal atrophy when amyloid-beta burden was high, compared to T carriers. The T allele appeared to confer resilience against the detrimental effects of APOE epsilon-4 and amyloid accumulation.
KIBRA also interacts with CLSTN2 (calsyntenin 2, rs6439886). The memory-enhancing effect of the KIBRA T allele is modulated by CLSTN2 genotype, with the two genes showing interactive effects on episodic memory performance. Both proteins are involved in synaptic plasticity pathways in the hippocampus.
rs1799750
MMP1 1G/2G
- Chromosome
- 11
- Risk allele
- G
Genotypes
Low MMP-1 Producer — Standard collagen turnover with typical photoaging trajectory
Moderate MMP-1 Producer — Moderately elevated collagen breakdown requiring enhanced UV protection
High MMP-1 Producer — Significantly elevated collagen degradation with accelerated photoaging risk
The Collagen Guardian Gene — When Protection Becomes Accelerated Aging
Matrix metalloproteinase-1 (MMP-1), also known as collagenase-1, is the primary enzyme responsible for breaking down type I and type III collagen in human skin. While this process is essential for normal tissue remodeling and wound healing, excessive MMP-1 activity drives photoaging11 excessive MMP-1 activity drives photoaging
the visible signs of sun damage including wrinkles, sagging, and loss of elasticity. The rs1799750 polymorphism sits at position -1607 in the MMP1 gene promoter, where a single nucleotide insertion creates a dramatic shift in how much enzyme your cells produce.
This variant exists as either 1G (one guanine) or 2G (two guanines in tandem). That extra G creates a binding site for ETS family transcription factors22 ETS family transcription factors
proteins that turn genes on and off, essentially installing a biological accelerator on MMP-1 production. Cells with the 2G variant produce roughly twice as much MMP-1 as those with 1G, particularly when exposed to UV radiation, inflammatory signals, or oxidative stress. About 50% of Europeans carry at least one 2G allele, while East Asians show lower frequencies around 34%.
The Mechanism — An Extra Switch Doubles Collagen Breakdown
The insertion of a single guanine nucleotide at position -1607 creates a recognition sequence for ETS transcription factors33 ETS transcription factors
a family of over 25 proteins involved in cell growth and differentiation. When these transcription factors bind to the 2G promoter, they dramatically enhance MMP1 gene transcription. Studies show the 2G promoter has more than 2-fold greater activity than 1G44 Studies show the 2G promoter has more than 2-fold greater activity than 1G, a difference that compounds over time with chronic sun exposure.
MMP-1 cleaves fibrillar collagen — the structural scaffolding of skin — at a specific site, initiating a cascade of degradation. Type I collagen makes up 80-90% of skin's dry weight55 Type I collagen makes up 80-90% of skin's dry weight, providing tensile strength and firmness. In healthy young skin, collagen synthesis balances degradation. With age and UV exposure, this balance tips toward breakdown, and the 2G variant accelerates the tilt. UV radiation activates the AP-1 transcription complex, which further upregulates MMP-1 expression, creating a feedback loop where sun exposure in 2G carriers produces substantially more collagen-degrading enzyme.
The Evidence — Visible Wrinkles and Hidden Joint Damage
The connection between rs1799750 and skin aging emerged from a cohort of 697 elderly German women66 cohort of 697 elderly German women
assessed for both facial wrinkles and lung function. Researchers found that carriers of the 2G allele showed significantly more severe wrinkling, and intriguingly, this association held only in 2G carriers — those homozygous for 1G showed no correlation between skin wrinkling and tissue degradation. The study revealed that MMP-1 affects not just skin but connective tissue throughout the body: 2G carriers showed parallel degradation in lung elasticity, suggesting a systemic effect on collagen-rich tissues.
A meta-analysis examining over 10,000 cancer cases77 A meta-analysis examining over 10,000 cancer cases found 2G/2G genotypes had a modestly increased risk of metastasis (OR = 1.44), likely due to enhanced tissue remodeling that facilitates cancer cell migration. The variant has been associated with knee osteoarthritis in Chinese populations (OR = 2.28)88 associated with knee osteoarthritis in Chinese populations (OR = 2.28), lumbar disk herniation pain and disability99 lumbar disk herniation pain and disability, and chronic pancreatitis susceptibility1010 chronic pancreatitis susceptibility. A Taiwanese study demonstrated that 2G carriers have significantly elevated circulating MMP-1 levels1111 Taiwanese study demonstrated that 2G carriers have significantly elevated circulating MMP-1 levels, particularly in non-obese individuals, confirming the functional impact of the variant on enzyme production.
Crucially, the 2G variant was investigated as a disease modifier in dystrophic epidermolysis bullosa1212 the 2G variant was investigated as a disease modifier in dystrophic epidermolysis bullosa
a severe blistering disorder, where increased MMP-1 could theoretically worsen collagen VII degradation. However, results showed the MMP1 SNP is not the sole disease modifier, with other genetic and environmental factors contributing to phenotype.
Practical Implications — Sunscreen, Antioxidants, and Retinoids Are Not Optional
For 2G carriers, UV protection becomes exponentially more important. Every sunburn, every lunch-hour walk without SPF, activates a promoter that's already running hot. The difference isn't whether collagen breaks down — that's inevitable with age — but the rate at which it happens. UV exposure increases MMP-1 expression through both ROS-mediated AP-1 activation and direct DNA damage pathways1313 UV exposure increases MMP-1 expression through both ROS-mediated AP-1 activation and direct DNA damage pathways, and in 2G carriers, both pathways feed into a promoter primed for high output.
Topical retinoids suppress MMP expression by transrepressing the AP-1 pathway1414 Topical retinoids suppress MMP expression by transrepressing the AP-1 pathway, effectively dampening the signal that turns on MMP-1 genes. For 2G/2G individuals, retinoids aren't just anti-aging ingredients — they're a genetic countermeasure. Antioxidants including vitamins C and E neutralize ROS before they trigger MMP upregulation1515 Antioxidants including vitamins C and E neutralize ROS before they trigger MMP upregulation, while polyphenols from green tea, grape seed extract, and other plant sources directly inhibit MMP activity1616 polyphenols from green tea, grape seed extract, and other plant sources directly inhibit MMP activity.
The genetic reality also affects screening decisions. 2G carriers showing signs of premature photoaging should consider more aggressive monitoring for conditions where MMP-1 plays a role: osteoarthritis, particularly in weight-bearing joints; abdominal aortic aneurysm in those with cardiovascular risk factors; and COPD if they smoke. The variant increases susceptibility to tissue degradation broadly, not just cosmetically.
Interactions
The rs1799750 polymorphism interacts with other MMP variants to modulate tissue degradation. The MMP-3 5A/6A promoter polymorphism (rs3025058) shows similar effects on skin and lung aging1717 The MMP-3 5A/6A promoter polymorphism (rs3025058) shows similar effects on skin and lung aging, with the association between wrinkles and airflow obstruction occurring only in carriers of either MMP-1 2G or MMP-3 6A alleles. Another MMP1-region variant, rs495366, associates with elevated circulating MMP-1 levels in haplotype combinations with rs17997501818 associates with elevated circulating MMP-1 levels in haplotype combinations with rs1799750, suggesting cumulative effects when multiple MMP1 regulatory variants align.
Environmental interactions are equally significant. Cigarette smoke combined with UVA radiation synergistically increases MMP-1 expression1919 Cigarette smoke combined with UVA radiation synergistically increases MMP-1 expression, with the combined exposure producing higher MMP-1 levels than either alone — an effect amplified in 2G carriers. Obesity modifies the genetic effect: the association between rs1799750 and MMP-1 levels is strongest in non-obese individuals, with the genetic influence obscured in obese subjects, possibly due to inflammation-driven MMP activation overwhelming the genetic signal.
rs1799853
CYP2C9 *2
- Chromosome
- 10
- Risk allele
- T
Genotypes
Normal Metabolizer — Normal CYP2C9 activity at *2 position
Intermediate Metabolizer — Intermediate CYP2C9 metabolizer
Poor Metabolizer — Poor CYP2C9 metabolizer - warfarin dose reduction needed
CYP2C9*2 - The Warfarin Metabolism Gene
CYP2C9 is the primary enzyme responsible for metabolizing warfarin (Coumadin), one of the most widely prescribed and dangerous medications in clinical practice. Warfarin has an extremely narrow therapeutic window11 Narrow therapeutic window: small difference between effective dose and toxic dose - too little and you risk blood clots, too much and you risk life-threatening bleeding. CYP2C9 genotype is one of the key determinants of the right dose for each individual.
The Mechanism
The CYP2C9*2 variant22 rs1799853 causes an arginine-to-cysteine substitution at position 14433 Amino acid change: arginine to cysteine at position 144 (R144C). This amino acid change reduces the enzyme's catalytic efficiency to about 50% of normal. The enzyme is produced in normal quantities but works at roughly half speed, leading to slower clearance of warfarin and other CYP2C9 substrates. The *2 allele is most common in European populations (about 13%) and essentially absent in East Asian populations.
Warfarin Dosing Impact
Warfarin dosing is one of the most successful applications of pharmacogenomics in
clinical practice. The FDA-approved warfarin label includes pharmacogenomic dosing
tables based on CYP2C9 and VKORC1 genotypes. Patients with CYP2C9*2 typically need
lower warfarin doses to achieve therapeutic INR levels, and they take longer to reach
a stable dose. Two landmark randomized trials -- the EU-PACT trial44 EU-PACT trial
Pirmohamed M et al. A Randomized Trial of Genotype-Guided Dosing of Warfarin. N Engl J Med, 2013
and the COAG trial55 COAG trial
Kimmel SE et al. A Pharmacogenetic versus a Clinical Algorithm for Warfarin Dosing. N Engl J Med, 2013 --
tested genotype-guided dosing in clinical practice.
Beyond Warfarin
CYP2C9 also metabolizes phenytoin (seizure medication), NSAIDs (ibuprofen,
celecoxib), and several diabetes medications (glipizide, tolbutamide). Poor
metabolizers may experience increased side effects from these drugs at standard
doses. For NSAIDs, the CPIC guideline66 CPIC guideline
Theken KN et al. CPIC guideline for CYP2C9 and NSAID therapy. Clin Pharmacol Ther, 2020
recommends reduced doses or alternative agents for poor metabolizers due to
increased risk of gastrointestinal bleeding.
Practical Implications
If you carry the *2 allele, this is important information for any future warfarin
therapy. Pharmacogenomic-guided warfarin dosing has been shown to reduce the time
to stable therapeutic dosing and decrease the risk of bleeding complications.
Several online dosing calculators (like warfarindosing.org77 warfarindosing.org
Pharmacogenomic warfarin dosing calculator) incorporate CYP2C9
genotype alongside clinical factors.
rs1800629
TNF -308 G>A
- Chromosome
- 6
- Risk allele
- A
Genotypes
Normal TNF Production — Standard inflammatory response and good anti-TNF drug response
Elevated TNF Producer — Moderately increased TNF-alpha production and intermediate drug response
High TNF Producer — Significantly elevated TNF-alpha production and reduced anti-TNF drug response
TNF-308: The Inflammation Amplifier
The TNF gene encodes tumor necrosis factor-alpha11 tumor necrosis factor-alpha
a master regulator of inflammation and immune response, produced by macrophages, T cells, and other immune cells. This -308 G>A variant sits in the promoter region22 promoter region
the DNA sequence that controls how much TNF-alpha gets made of the gene on chromosome 6p21.3, within the major histocompatibility complex. The A allele disrupts transcription factor binding sites and increases TNF-alpha production 2-3 fold compared to the G allele when immune cells are stimulated.
The Mechanism
This is a regulatory variant that affects gene transcription33 affects gene transcription
how much protein gets made from the gene. The -308 position is 308 base pairs upstream of where the TNF gene starts being copied into RNA. The A allele alters binding sites for transcription factors like SP1, leading to enhanced transcriptional activity in immune cells. When your immune system encounters a threat, carriers of the A allele produce substantially more TNF-alpha than GG carriers, amplifying the inflammatory response.
The Evidence
A meta-analysis of 1,774 controls and 1,147 celiac disease cases found the A allele confers a 2-fold increased risk (OR 2.051) , with
AA homozygotes showing 6.6-fold increased risk (OR 6.626) .
The A allele leads to 2-3 fold higher TNF-alpha transcription upon stimulation with bacterial lipopolysaccharide , and carriers show significantly higher serum TNF-alpha levels .
The variant also predicts response to anti-TNF biologic drugs44 anti-TNF biologic drugs
medications like infliximab and etanercept that block TNF-alpha used to treat rheumatoid arthritis and inflammatory bowel disease.
RA patients carrying the GG genotype are better responders to infliximab, while the A allele significantly decreases response .
The same pattern holds for etanercept—GG shows better response than AA or AG .
Associations have been reported with multiple autoimmune conditions.
In rheumatoid arthritis patients, A allele carriers show higher risk of cardiovascular events (HR 1.72), particularly in those also carrying the rheumatoid shared epitope . Studies link the variant to increased risk of vitiligo, preeclampsia in Asian and Caucasian populations, and aggressive periodontitis.
Practical Implications
If you have autoimmune disease, particularly rheumatoid arthritis or inflammatory bowel disease, your -308 genotype may influence how well you respond to anti-TNF biologic medications. GG carriers tend to respond better to drugs like infliximab (Remicade), etanercept (Enbrel), and adalimumab (Humira). If you're an A allele carrier who doesn't respond well to one anti-TNF drug, switching to a different mechanism of action (like IL-6 inhibitors or JAK inhibitors) may be more effective than trying another anti-TNF.
For those with one or two A alleles, managing chronic inflammation through lifestyle becomes particularly important. The A allele doesn't cause inflammation by itself—it amplifies your body's inflammatory response when triggered. This means greater attention to anti-inflammatory diet patterns, adequate sleep, stress management, and avoiding known inflammatory triggers.
Interactions
The TNF-308 variant sits within a cluster of related TNF polymorphisms including rs36152555 rs361525
TNF-238 G>A, another promoter variant and rs179972466 rs1799724
TNF-857 C>T. These variants are in linkage disequilibrium, meaning they're often inherited together. Compound effects with other inflammatory pathway genes (IL-6, IL-10, IL-1) have been documented, particularly for predicting anti-TNF drug response.
rs1801394
MTRR A66G
- Chromosome
- 5
- Risk allele
- G
Genotypes
Normal Recycling — Normal B12 recycling
Mildly Reduced Recycling — Mildly reduced B12 recycling
Reduced Recycling — Reduced B12 recycling — may need more B12
MTRR — The B12 Recycling Enzyme
Methionine synthase reductase (MTRR) is a critical support enzyme in the methylation cycle. Its job is to reactivate methionine synthase (MTR) after it becomes oxidized and inactive during normal operation. Think of MTRR as the maintenance crew that keeps the methylation assembly line running.
The Mechanism
MTR uses methylcobalamin 11 Methylcobalamin: the methyl-carrying form of vitamin B12, one of two bioactive cobalamin forms (active B12) as a cofactor to convert homocysteine to methionine. During this reaction, B12 occasionally becomes oxidized to an inactive form. MTRR steps in to reduce (reactivate) the B12, restoring MTR function. The A66G variant (rs1801394) causes an isoleucine-to-methionine substitution 22 Isoleucine-to-methionine substitution at position 22 of the protein (p.Ile22Met) at position 22, which reduces MTRR's ability to perform this reactivation efficiently. ClinVar classifies this as benign given its very high population frequency, though functional studies show reduced enzyme affinity for MTR.
The Evidence
The GG genotype has been associated with elevated homocysteine33 associated with elevated homocysteine
Gueant-Rodriguez RM et al. MTRR and neural tube defect risk, 2003 levels in
several studies, though the effect is typically smaller than that of MTHFR
C677T. A meta-analysis44 meta-analysis
Botto LD & Yang Q. Meta-analysis of one-carbon metabolism variants and NTD risk, 2006 found that the G allele modestly increases the risk
of neural tube defects and is associated with altered DNA methylation patterns.
The variant is extremely common — about 50% of Europeans are heterozygous (AG)
and 25% are homozygous (GG).
B12 Form Matters
Because MTRR affects B12 reactivation, the form of B12 you consume may matter. Hydroxocobalamin is the preferred form because it can be readily converted to both methylcobalamin (for methylation) and adenosylcobalamin 55 Adenosylcobalamin is the mitochondrial form of B12, essential for energy metabolism via the citric acid cycle (for energy metabolism). Cyanocobalamin (the cheapest supplement form) requires additional conversion steps and may be less efficient if your MTRR is compromised.
Practical Implications
If you carry the G allele, ensuring adequate B12 intake becomes more important than average. This is especially relevant for vegetarians and vegans who may already be at risk for B12 deficiency. Active B12 forms (hydroxocobalamin, methylcobalamin, adenosylcobalamin) may be preferable to cyanocobalamin.
Interactions
MTRR works in concert with MTR (rs1805087) — both variants affect B12 handling in the methylation cycle. Combined with MTHFR variants (rs1801133), impairment at multiple points compounds the effect on overall methylation capacity.
rs523349
SRD5A2 V89L
- Chromosome
- 2
- Risk allele
- C
Genotypes
High DHT Producer — Two copies of the ancestral variant result in full 5-alpha-reductase activity and normal DHT production
Intermediate DHT Producer — One copy of each variant results in intermediate DHT production
Low DHT Producer — Two copies of the low-activity variant result in reduced DHT production throughout life
SRD5A2 V89L — Testosterone to DHT Conversion
The SRD5A2 gene encodes steroid 5-alpha-reductase type 2, the enzyme that converts testosterone to 5-alpha dihydrotestosterone (DHT)
— the most potent androgen in the body. This conversion is critical in the prostate, hair follicles, and skin. The V89L variant (rs523349) is a missense single nucleotide polymorphism resulting in a valine to leucine substitution at codon 89 that reduced SRD5A2 enzyme activity . The L allele (coded as C in 23andMe data) is extremely common, carried by
54.8% of Asians, 30.4% of whites, and 23.1% of African Americans .
The Mechanism
The valine-to-leucine substitution at position 89 sits in a functionally important region of the enzyme. Biochemical studies11 Biochemical studies
Makridakis et al. demonstrated functional differences between variants show that the L variant produces about 30% less DHT from testosterone compared to the V variant. This reduced enzyme activity means that individuals with LL genotypes produce less DHT throughout their lifetime, while those with VV genotypes maintain higher DHT production. The heterozygous VL genotype shows intermediate activity.
Because DHT is the primary androgen driving prostate growth, hair follicle miniaturization in male pattern baldness, and sebum production, this variant has wide-ranging effects on androgen-mediated physiology.
The Evidence
The relationship between V89L and disease risk is complex and ethnicity-dependent:
Prostate cancer:
A 2010 meta-analysis of 25 studies (8,615 cases, 9,089 controls) found that V89L polymorphism could play a low-penetrant role in prostate cancer risk among Europeans , with an OR of 1.11 (95% CI 1.03-1.19) for carriers of at least one L allele.
However, a comprehensive meta-analysis found that prostate cancer was not associated with V89L overall (OR = 0.99, 95% CI: 0.94, 1.05) . The European-specific risk appears modest and was significantly associated with increased prostate cancer risk in men aged ≤65 (OR 1.70, 95% CI 1.09-2.66 for LL vs VV) .
Interestingly, one large French study found that the low-activity V89L variant is associated with an increased risk of aggressive prostate cancer , suggesting that chronically lower DHT levels may paradoxically increase risk of high-grade tumors. This finding helped explain controversies observed in finasteride chemoprevention trials.
Benign prostatic hyperplasia (BPH):
SRD5A2 rs523349 (V89L) polymorphism showed no significant role in BPH occurrence in total analysis, but its reducing and increasing effects on the disease risk were reflected in Caucasian and other-ethnicity subgroups, respectively . In Caucasians, the L variant appeared protective (OR 0.47, 95% CI 0.24-0.93), while in Asian populations it increased risk (OR 2.74, 95% CI 1.27-5.92).
Male pattern baldness: Studies have been inconsistent.
Genetic association studies of 5 alpha reductase genes SRD5A1 and SRD5A2 in 828 families failed to show an association between these genes and male androgenetic alopecia , despite the clear role of DHT in hair loss and the efficacy of 5-alpha-reductase inhibitors as treatment.
Metabolic effects:
Metabolic syndrome develops more frequently in testicular cancer survivors homozygous or heterozygous variant for SNP rs523349 in SRD5A2 , with patients with lower testosterone levels (<15 nmol/l) and a variant genotype showing a high prevalence of metabolic syndrome (66.7%) .
Practical Implications
The main clinical relevance of this variant lies in pharmacogenomics and understanding individual androgen physiology:
Finasteride response: Finasteride works by inhibiting 5-alpha-reductase type 2.
Substantial pharmacogenetic variation was observed among the mutants, with finasteride inhibition varying 60-fold
depending on the variant. Studies suggest22 Studies suggest
Genetic variation affects drug binding affinity that individuals with different SRD5A2 genotypes may respond differently to finasteride treatment for BPH or male pattern baldness, though clinical dosing guidelines do not yet account for genotype.
Prostate health monitoring: Men of European descent who carry the L allele, particularly those over 40, may benefit from more vigilant prostate cancer screening, given the modest increase in risk and association with aggressive disease. However, the effect size is small enough that this should not override standard screening guidelines.
Understanding DHT-mediated effects: If you have LL genotype, you produce less DHT throughout your life. This may contribute to less severe male pattern baldness, reduced prostate enlargement with age, but potentially different metabolic patterns. The VV genotype maintains higher DHT production, which may manifest as more robust androgen effects.
Interactions
The SRD5A2 V89L variant interacts with rs9282858 (A49T), another variant in the same gene.
The effects of compound heterozygotes and haplotypes composed of homozygotes for the common V89L variant plus one rare heterozygous mutation were determined , showing that the V89L–A49T haplotype demonstrated the highest affinity for finasteride compared with other haplotypes . Individuals with both variants may have substantially different enzyme kinetics and drug response.
The HSD3B2 gene (encoding 3-beta-hydroxysteroid dehydrogenase) also influences androgen metabolism.
Most of the prostate cancer risk associated with the intron 3 HSD3B2 short allele was confined to the SRD5A2 89L variant subgroup , indicating that combined genotype analysis may better predict risk than either variant alone.
rs693
APOB XbaI (C/T)
- Chromosome
- 2
- Risk allele
- T
Genotypes
Low ApoB Baseline — Typical apolipoprotein B production and LDL particle metabolism
Intermediate ApoB — Moderately elevated apolipoprotein B and LDL particle numbers compared to CC genotype
High ApoB Production — Significantly elevated apolipoprotein B and LDL particle numbers compared to CC/CT genotypes
APOB XbaI — The Silent Variant That Speaks Volumes for Heart Health
The rs693 variant, known historically as the XbaI polymorphism, sits in exon 26 of
the APOB gene11 APOB gene
apolipoprotein B, the structural protein of LDL particles.
Despite being a "silent" or synonymous mutation—the DNA change from C to T doesn't
alter the amino acid (both code for threonine)—this variant has surprisingly robust
effects on blood lipid levels and cardiovascular risk. It's a reminder that not
all functional variants change protein sequence22 It's a reminder that not
all functional variants change protein sequence
some affect mRNA stability,
splicing efficiency, or are in linkage disequilibrium with truly causal variants.
The Mechanism
The rs693 SNP changes position 7673 in the APOB gene from cytosine (C) to thymine (T),
creating a restriction site for the XbaI enzyme—hence its historical name. This transition
occurs at codon 2488, changing ACC to ACT, but both encode threonine. Despite the
synonymous nature, the T allele is consistently associated with elevated apolipoprotein B
levels33 Despite the
synonymous nature, the T allele is consistently associated with elevated apolipoprotein B
levels
the key structural protein in LDL, VLDL, and other atherogenic particles.
The mechanism likely involves effects on mRNA stability or translation efficiency rather
than direct protein structure changes. ApoB is the main protein component of
LDL particles44 LDL particles
each LDL particle contains exactly one ApoB-100 molecule,
making ApoB count a direct measure of atherogenic particle number. More ApoB means more
LDL particles capable of infiltrating arterial walls and initiating atherosclerosis.
The Evidence
The evidence for rs693's cardiovascular impact is substantial. A 2017 meta-analysis
of 61 studies including 50,018 subjects55 2017 meta-analysis
of 61 studies including 50,018 subjects
showed T allele carriers had significantly
higher ApoB levels (SMD 0.26), LDL-C (SMD 0.22), total cholesterol (SMD 0.24), and
triglycerides (SMD 0.12). They also had
slightly lower HDL-C (SMD -0.06).
In a Brazilian elderly cohort of 644 individuals66 Brazilian elderly cohort of 644 individuals
TT homozygotes had mean LDL and
total cholesterol levels about 10 mg/dL higher than CC or CT genotypes, with Cohen's
d effect sizes of 0.35 for LDL. While
10 mg/dL may seem modest, population studies show that a 27 mg/dL increase in total
cholesterol translates to 25-30% higher coronary disease incidence.
A meta-analysis specific to Han Chinese populations77 meta-analysis specific to Han Chinese populations
analyzed 1,195 CHD patients
and 1,178 controls, confirming the XbaI T allele confers significant CHD risk.
The 2008 Malmö Diet and Cancer Study88 2008 Malmö Diet and Cancer Study
created a 9-SNP genotype score including rs693
that independently predicted 10-year cardiovascular events (MI, stroke, CHD death).
The T allele frequency varies dramatically by ancestry: 49-50% in Europeans, 38% in Africans and Latinos, 45% in South Asians, but only 2-10% in East Asians. This makes the variant particularly relevant for European-ancestry individuals, where roughly half the population carries at least one copy.
Practical Implications
If you're a T carrier (CT or TT genotype), your baseline lipid profile is likely shifted
toward higher atherogenic particle counts. This doesn't guarantee cardiovascular disease—
many factors contribute to risk—but it does mean your LDL particle number may be higher
than LDL-C alone would suggest. ApoB directly measures particle number99 ApoB directly measures particle number
and is
increasingly recognized as superior to LDL-C for risk assessment when discordant.
Dietary response may differ by genotype. Saturated fat intake tends to raise LDL-C more in those genetically predisposed to higher ApoB production. Some evidence suggests T carriers benefit more from dietary modifications targeting particle number reduction: prioritizing monounsaturated fats, increasing soluble fiber, and limiting refined carbohydrates that drive VLDL and small dense LDL production.
Statin response can vary by APOB genotype, though rs693 itself has shown mixed results in pharmacogenetic studies. More important is ensuring treatment targets account for ApoB or non-HDL-C, not just LDL-C, if you're a T carrier—your particle number may be higher than cholesterol-based calculations suggest.
Interactions
The APOB rs693 variant interacts with other lipid-related SNPs to influence cardiovascular
risk. The Kathiresan 9-SNP score1010 Kathiresan 9-SNP score
includes rs693 along with variants in APOE, LDLR,
PCSK9, CETP, and other lipid genes, showing
additive effects on LDL elevation and CVD risk. Those with multiple unfavorable alleles
across these genes show progressively higher LDL and ApoB levels.
The related rs17240441 variant (a 9-bp insertion/deletion in APOB exon 1) also affects ApoB and lipid levels, with combined effects possible when both variants are present. Additionally, variants in MTHFR (like rs1801133) can interact with lipid metabolism through homocysteine pathways, potentially compounding cardiovascular risk in those with elevated ApoB.
Dietary gene-nutrient interactions are relevant: the effect of rs693 on lipid levels may be modified by saturated fat intake, omega-3 consumption, and overall dietary pattern. Some studies suggest Mediterranean-style diets may attenuate the lipid-raising effects of the T allele more effectively than high-saturated-fat Western diets.
rs699
AGT M235T
- Chromosome
- 1
- Risk allele
- G
Genotypes
Standard Angiotensinogen — Normal angiotensinogen levels with standard sodium sensitivity
Elevated Angiotensinogen — Moderately elevated angiotensinogen with increased sodium sensitivity
High Angiotensinogen — Highest angiotensinogen levels with pronounced sodium sensitivity and blunted endurance training response
The Blood Pressure Gene That Responds to Training and Salt
Angiotensinogen (AGT) is the precursor protein of the
renin-angiotensin system11 renin-angiotensin system
The renin-angiotensin system (RAS) is a hormonal cascade that regulates blood pressure, fluid balance, and electrolyte homeostasis. Renin cleaves AGT to form angiotensin I, which ACE converts to angiotensin II — a potent vasoconstrictor
(RAS), one of the body's primary blood pressure control mechanisms. The M235T
variant (rs699) changes a methionine to threonine at position 235 of the mature
protein, and is one of the most-studied cardiovascular genetic variants with over
300 epidemiological studies and at least 15 meta-analyses published since its
discovery in 1992.
The Mechanism
The G allele (coding for threonine at position 235) is associated with 10-30%
higher plasma angiotensinogen levels compared to the A allele (methionine). More
angiotensinogen means more substrate for renin, leading to increased production of
angiotensin II22 angiotensin II
A powerful vasoconstrictor hormone that raises blood pressure by narrowing blood vessels and stimulating aldosterone release, which causes sodium and water retention,
the hormone that constricts blood vessels and promotes sodium retention.
The variant is in linkage disequilibrium with a promoter polymorphism (rs5051) that increases AGT gene transcription. Recent research using UK Biobank data suggests the M235T variant may also exert cell-type-specific effects on AGT expression, particularly in the kidney, where local angiotensin II production can independently influence blood pressure.
The Evidence
Blood pressure and hypertension: A
meta-analysis of 39 studies33 meta-analysis of 39 studies
Defined Yilmaz et al. M235T polymorphism in the angiotensinogen gene and cardiovascular disease: An updated meta-analysis. Anatol J Cardiol, 2019
with 9,225 cases and 8,406 controls found the T allele (G on plus strand)
associated with cardiovascular disease risk overall (OR 1.16, allelic model).
The effect was strongest in East Asian populations (OR 1.46) where the G allele
is very common (83%), while Caucasian populations showed no significant
association in isolation.
Sodium sensitivity: A
large cross-sectional study44 large cross-sectional study
Norat et al. Blood pressure and interactions between the angiotensin polymorphism AGT M235T and sodium intake. Am J Clin Nutr, 2008
of 11,384 participants demonstrated that the blood pressure effect of sodium
intake approximately doubles in AG and GG carriers compared to AA homozygotes.
Carriers of the G allele show the greatest blood pressure reduction when sodium
intake is lowered. An
earlier intervention trial55 earlier intervention trial
Hunt et al. Enhanced blood pressure response to mild sodium reduction in subjects with the 235T variant of the angiotensinogen gene. Hypertension, 1999
confirmed that T235 carriers (G allele) experience significantly greater systolic
blood pressure reduction with modest salt restriction.
Exercise response: The
HERITAGE Family Study66 HERITAGE Family Study
Rankinen et al. AGT M235T and ACE ID polymorphisms and exercise blood pressure in the HERITAGE Family Study. Am J Physiol, 2000
followed 476 sedentary individuals through 20 weeks of endurance training. Men
with AA or AG genotypes reduced diastolic blood pressure by 3-4 mmHg at
submaximal exercise, while GG homozygotes showed virtually no blood pressure
improvement (0.4 mmHg). This suggests GG carriers may need different training
strategies to achieve cardiovascular benefits.
Athletic performance: A
study of Polish athletes77 study of Polish athletes
Zarebska et al. Association of rs699 (M235T) polymorphism in the AGT gene with power but not endurance athlete status. J Strength Cond Res, 2013
found the GG genotype (Thr/Thr) was 2.2 times more common in power athletes
than controls and 3.1 times more common than in endurance athletes. The higher
angiotensin II levels associated with the G allele may favour power and strength
through effects on muscle growth, vasoconstriction, and cardiac hypertrophy.
Practical Implications
The M235T variant has its greatest practical impact through sodium sensitivity. If you carry one or two G alleles, reducing sodium intake to below 2,000 mg/day can meaningfully lower blood pressure. This is especially relevant given that average Western diets contain 3,400-4,000 mg of sodium daily.
For exercise, GG carriers may derive greater cardiovascular benefit from incorporating power and resistance training alongside aerobic exercise, rather than relying solely on endurance training for blood pressure management. Monitoring blood pressure regularly helps track whether your exercise programme and dietary choices are effective for your genotype.
Interactions
The AGT M235T variant interacts with the AGT promoter variant rs5051, which is in strong linkage disequilibrium. The T174M variant (rs4762) in the same gene can compound the effect on angiotensinogen levels. Additionally, an interaction with the ACE insertion/deletion polymorphism has been documented: the HERITAGE study found that GG homozygotes carrying the ACE D allele showed no blood pressure response to endurance training, while other genotype combinations benefited. Population context matters — the G allele frequency ranges from 41% in Europeans to 85% in Africans, so the clinical significance varies substantially across ancestries.
rs7412
APOE E2 determinant
- Chromosome
- 19
Genotypes
No E2 — No E2 - see rs429358 for E3/E4 status
E2/E2 Homozygous — APOE E2/E2 - protective but monitor lipids
E2 Carrier — One APOE E2 - generally protective
APOE E2 Determinant — The Protective Variant
This variant, together with rs429358, determines your APOE genotype. The rs7412 variant causes a missense change at position 176 of the APOE protein, substituting arginine with cysteine (p.Arg176Cys). This defines the APOE ε2 isoform.
The Mechanism
The E2 isoform has reduced affinity for the LDL receptor compared to E3, which paradoxically leads to lower LDL cholesterol in most carriers. The arginine-to-cysteine substitution alters the protein's lipid-binding properties, generally leading to more efficient cholesterol clearance from the bloodstream.
The Evidence
The E2 allele is generally protective for cardiovascular health. E2
carriers typically have lower LDL cholesterol and better lipid profiles
overall. A large neuropathological study11 large neuropathological study
Reiman et al. Exceptionally low likelihood of Alzheimer's dementia in APOE2 homozygotes. Nat Commun, 2020 of over 5,000 individuals
confirmed that E2/E2 homozygotes have exceptionally low Alzheimer's
risk — roughly 40% lower than E3/E3.
However, the rare E2/E2 genotype (~1% of the population) can sometimes be associated with type III hyperlipoproteinemia22 A rare lipid disorder (OMIM #617347) where cholesterol-rich remnant particles accumulate, causing yellowish skin deposits and elevated cardiovascular risk, particularly when combined with other metabolic triggers such as obesity, diabetes, or hypothyroidism.
Practical Implications
The E2 allele is generally protective for cardiovascular health and Alzheimer's disease. E2 carriers typically have lower LDL cholesterol and better lipid profiles overall. However, the rare E2/E2 genotype (~1% of the population) can sometimes be associated with type III hyperlipoproteinemia, particularly when combined with other metabolic triggers such as obesity, diabetes, or hypothyroidism.
Interactions
The rs7412 and rs429358 variants together determine your complete APOE genotype (E2/E2, E2/E3, E3/E3, E3/E4, E2/E4, or E4/E4), which has implications for both cardiovascular health and Alzheimer's risk.
rs1049434
SLC16A1 A1470T
- Chromosome
- 1
- Risk allele
- A
Genotypes
Intermediate Transport — Moderate MCT1 activity — balanced lactate clearance profile
Low Lactate Transport — Reduced MCT1 activity — longer recovery needed, endurance advantage
High Lactate Transport — Maximum MCT1 transporter activity — optimized for repeated sprint recovery
MCT1 A1470T — Your Lactate Clearance Blueprint
Every time you push past your comfort zone during exercise — sprinting, lifting heavy,
climbing a steep hill — your muscles ramp up anaerobic glycolysis11 anaerobic glycolysis
The metabolic pathway
that breaks down glucose without oxygen, producing lactate and ATP rapidly during intense
effort and flood the local environment with lactate22 lactate
Often called "lactic acid" in
popular culture, though at physiological pH it exists almost entirely as the lactate anion.
Far from being a waste product, lactate is a crucial fuel source for the heart, brain, and
oxidative muscle fibers. Getting that lactate out of the producing muscle and into
tissues that can burn it as fuel is the job of monocarboxylate transporter 1 (MCT1),
encoded by the SLC16A1 gene on chromosome 1.
The A1470T variant (rs1049434) changes a single amino acid at position 490 of the MCT1
protein — aspartate to glutamate33 aspartate to glutamate
Both are negatively charged amino acids, so this is a
conservative substitution. However, the subtle structural difference is enough to alter
transport kinetics measurably (p.Asp490Glu). This seemingly minor change has measurable
effects on how efficiently your muscles shuttle lactate across cell membranes during
high-intensity exercise.
The Mechanism
MCT1 sits in the sarcolemma44 sarcolemma
The cell membrane of skeletal muscle fibers of skeletal
muscle fibers, particularly in oxidative (type I) and intermediate (type IIa) fibers. It
works as a symporter, moving one lactate molecule together with one proton (H+) across the
membrane. This is essential for the "lactate shuttle"55 "lactate shuttle"
A concept introduced by George
Brooks: lactate produced by glycolytic fibers is transported via MCT1 into oxidative fibers
and other tissues (heart, brain, liver) where it is used as fuel or converted back to
glucose — the process by which lactate produced during intense effort is redistributed
to tissues that oxidize it for energy.
The A allele at rs1049434 produces a transporter with higher Vmax66 Vmax
Maximum velocity of
the transport reaction — the rate of lactate movement when the transporter is fully
saturated for lactate transport. The original
functional characterization77 functional characterization
Merezhinskaya N et al. Mutations in MCT1 cDNA in patients
with symptomatic deficiency in lactate transport. Muscle Nerve, 2000
found that individuals homozygous for the A allele had lactate transport rates 60-65%
higher than T allele carriers. The T allele produces a transporter with increased
Km88 Km
Michaelis constant — the substrate concentration at which the enzyme operates at
half its maximum rate. A higher Km means lower affinity, requiring more substrate to
achieve the same transport rate, meaning lower affinity for lactate and reduced
transport capacity under physiological conditions.
The Evidence
The association between rs1049434 and exercise performance has been replicated across multiple independent cohorts and sport types:
A large multi-ethnic study99 large multi-ethnic study
Guilherme JPL et al. The MCT1 gene Glu490Asp polymorphism
(rs1049434) is associated with endurance athlete status, lower blood lactate accumulation
and higher maximum oxygen uptake. Biol Sport, 2021
of 2,075 subjects (1,208 Brazilian, 867 European) found the T allele significantly
overrepresented among endurance athletes compared to controls. In a subset of 66
Hungarian athletes, TT carriers accumulated less blood lactate after high-intensity
effort, and 46 Russian athletes with the TT genotype had higher VO2max.
Fedotovskaya et al.1010 Fedotovskaya et al.
Fedotovskaya ON et al. A common polymorphism of the MCT1 gene and
athletic performance. Int J Sports Physiol Perform, 2014
studied 323 Russian athletes and 467 controls, finding the A allele at 71.8% in endurance
athletes versus 62.5% in controls (P < 0.0001). Among 79 rowers, T allele carriers had
elevated post-exercise blood lactate concentrations.
In a repeated sprint study1111 repeated sprint study
Massidda M et al. Influence of the MCT1-T1470A polymorphism
(rs1049434) on repeated sprint ability and blood lactate accumulation in elite football
players. Eur J Appl Physiol, 2021 of 26 elite
Italian football players, A allele carriers completed the 5th and 6th sprints in a
6 x 30m test approximately 0.37-0.40 seconds faster than TT carriers — a meaningful
difference at the elite level.
A separate injury study1212 injury study
Massidda M et al. Influence of the MCT1 rs1049434 on Indirect
Muscle Disorders/Injuries in Elite Football Players. Sports Med Open, 2015
of 173 elite Italian football players over five seasons found that AA carriers had
significantly higher muscle injury rates (1.57 per season) compared to TT carriers
(0.09 per season, P = 0.04), suggesting the higher lactate transport activity may
contribute to greater metabolic stress on muscle fibers.
Practical Implications
This variant influences how you should structure high-intensity training. If you carry two copies of the A allele (AA), your MCT1 transporter works at peak capacity — you clear lactate efficiently between sprints and can maintain power output across repeated efforts. However, this efficiency comes with a trade-off: higher lactate flux through the muscle membrane may increase metabolic stress and injury susceptibility.
If you carry two copies of the T allele (TT), your lactate clearance is reduced, meaning you may need longer recovery between high-intensity intervals. However, your muscles may compensate by developing greater oxidative capacity and fat oxidation, which could benefit longer-duration endurance events.
The heterozygous AT genotype, carried by roughly half the population, represents an intermediate transporter capacity that balances sprint recovery with metabolic resilience.
Interactions
MCT1 works in concert with other monocarboxylate transporters. MCT4 (SLC16A3) handles lactate export from glycolytic fast-twitch fibers, while MCT1 handles import into oxidative fibers. Variants in both genes may interact to determine overall lactate kinetics during exercise.
The ACTN3 R577X variant (rs1815739) also influences muscle fiber type composition and exercise phenotype. Individuals with both the MCT1 AA genotype and ACTN3 RR genotype may have a compounded advantage for repeated sprint and power activities, though this specific interaction has not been studied in controlled trials.
rs1057910
CYP2C9 *3
- Chromosome
- 10
- Risk allele
- C
Genotypes
Normal Metabolizer — Normal CYP2C9 activity at *3 position
Intermediate Metabolizer — Intermediate CYP2C9 metabolizer
Poor Metabolizer — Poor CYP2C9 metabolizer
CYP2C9*3 - The Severe Warfarin Metabolism Variant
The CYP2C9*3 allele11 rs1057910 has a more severe impact on enzyme function than *2. While *2 reduces activity to about 50%, *3 reduces it to approximately 5-15% of normal. This makes *3 the most clinically impactful CYP2C9 variant for warfarin dosing.
The Mechanism
The *3 variant causes an isoleucine-to-leucine substitution at position 35922 Amino acid change: isoleucine to leucine at position 359 (I359L),
which is located in the substrate recognition site of the enzyme. This dramatically
reduces the enzyme's ability to bind and metabolize its substrates. The residual
activity is so low (approximately 5-15% of normal33 5-15% of normal
Pharmacogenomics of CYP2C9 review) that *3
is sometimes classified as a no-function allele in clinical guidelines. Unlike *2,
the *3 allele is found across multiple ancestry groups, with highest frequencies
in South Asian populations (about 11%).
The Warfarin Connection
Patients carrying CYP2C9*3 require substantially lower warfarin doses. A patient who is *1/*3 (heterozygous) typically needs about 30-40% less warfarin than a *1/*1 patient. Those who are *3/*3 (homozygous) or compound heterozygous (*2/*3) may need only a fraction of the typical dose. The risk of over-anticoagulation and bleeding is significantly higher during warfarin initiation in these patients.
Combined CYP2C9 + VKORC1
Warfarin dosing is determined by both CYP2C9 (metabolism) and VKORC1 (drug target sensitivity). The combination of CYP2C9*3 with the VKORC1 -1639A allele44 rs9923231 creates the most extreme dosing scenario - these patients may need only 1-2mg of warfarin daily, compared to the typical 5mg starting dose. Pharmacogenomic-guided dosing is especially valuable for these individuals.
Practical Implications
If you carry *3, even in heterozygous form, this is clinically significant
information. In the event you ever need warfarin therapy, your CYP2C9 genotype
should be communicated to your prescribing physician and included in your medical
record. The growing availability of direct oral anticoagulants (DOACs like
apixaban and rivaroxaban) that do not require CYP2C9-guided dosing provides
alternatives in many clinical scenarios. Note that siponimod (for multiple
sclerosis) is contraindicated in CYP2C9*3/*3 individuals55 contraindicated in CYP2C9*3/*3 individuals
FDA siponimod label due
to extremely elevated plasma levels.
rs1360780
FKBP5 Intronic C>T
- Chromosome
- 6
- Risk allele
- T
Genotypes
Normal Stress Recovery — Normal cortisol feedback — standard stress recovery
Stress Sensitive — One copy of the stress-sensitivity allele — moderately impaired cortisol feedback
High Stress Sensitivity — Two copies of the stress-sensitivity allele — significantly impaired cortisol feedback
The Stress Recovery Gene — Why Some People Bounce Back Faster
Your body's stress response is meant to be temporary. When a threat appears,
the HPA axis11 HPA axis
The hypothalamic-pituitary-adrenal axis: a hormonal cascade
where the hypothalamus signals the pituitary, which signals the adrenal glands
to release cortisol. It is the body's central stress response system floods
your bloodstream with cortisol22 cortisol
The primary stress hormone. Cortisol raises
blood sugar, suppresses the immune system, and aids metabolism of fat, protein,
and carbohydrates. Chronically elevated cortisol damages the hippocampus and
increases risk of depression, anxiety, and cardiovascular disease, and when
the threat passes, cortisol is supposed to shut itself off through a negative
feedback loop. The gene FKBP5 is a critical gatekeeper of that off switch, and
the rs1360780 variant determines how effectively it works.
FKBP5 encodes a co-chaperone33 co-chaperone
A helper protein that assists chaperone proteins
(like hsp90) in folding other proteins into their correct shape. FKBP5
specifically helps regulate the glucocorticoid receptor called FK506 Binding
Protein 51 that regulates the glucocorticoid receptor44 glucocorticoid receptor
The intracellular receptor
for cortisol. When cortisol binds GR in the cytoplasm, the receptor complex
travels to the nucleus and activates or represses hundreds of genes — including
FKBP5 itself (GR). This variant is one of the strongest gene-environment
findings in all of psychiatry: the T allele combined with childhood adversity
dramatically increases risk for PTSD, depression, and anxiety. Without adversity,
carriers typically show no increased risk — making this a textbook example of how
genes and experience interact.
The Mechanism
The rs1360780 variant sits in intron 2 of FKBP5, within a region that functions
as a glucocorticoid response element55 glucocorticoid response element
A DNA sequence where the activated
glucocorticoid receptor binds to turn genes on or off. GREs are how cortisol
changes gene expression throughout the body (GRE). The T allele creates a
stronger GRE that binds the TATA-box binding protein66 TATA-box binding protein
A general transcription
factor that helps initiate gene transcription. Stronger TATA-box binding means
more efficient gene activation more effectively, enhancing a long-range
chromatin interaction77 chromatin interaction
Physical contact between distant regions of DNA within
the nucleus. In this case, the intron 2 enhancer loops to contact the FKBP5
promoter, boosting transcription between this intronic enhancer and the FKBP5
promoter. The result: when cortisol rises, T-allele carriers produce roughly
twice as much FKBP5 protein as C-allele carriers.
This creates a vicious cycle. More FKBP5 protein inhibits GR from translocating to the nucleus, which reduces cortisol's ability to activate the negative feedback that would shut down its own production. The stress response therefore takes longer to resolve — cortisol stays elevated, and the person remains in a physiological state of stress even after the triggering event has passed.
The
Klengel et al. 201388 Klengel et al. 2013
Klengel T et al. Allele-specific FKBP5 DNA demethylation
mediates gene-childhood trauma interactions. Nature Neuroscience,
2013 study revealed an additional
layer: in T-allele carriers who experienced childhood trauma, a second GRE in
intron 7 undergoes allele-specific demethylation99 allele-specific demethylation
Removal of methyl groups from
DNA at specific sites, but only on the chromosome carrying the T allele. This
epigenetic change is persistent and makes FKBP5 even more responsive to cortisol
in the future. This epigenetic change is persistent — it locks FKBP5 into
a state of heightened responsiveness, permanently amplifying the stress feedback
dysfunction. Critically, this demethylation only occurs during sensitive
developmental periods and only in T-allele carriers, explaining why the same
genotype produces different outcomes depending on life experience.
The Evidence
The foundational study by
Binder et al.1010 Binder et al.
Binder EB et al. Polymorphisms in FKBP5 are associated with
increased recurrence of depressive episodes and rapid response to antidepressant
treatment. Nature Genetics, 2004
first identified rs1360780 as the FKBP5 variant most strongly associated with
recurrent depression and, paradoxically, faster antidepressant response (N=294
inpatients). TT homozygotes reported more depressive episodes but responded to
antidepressants more quickly over a 5-week treatment course.
The landmark gene-environment study came from
Binder et al. 20081111 Binder et al. 2008
Binder EB et al. Association of FKBP5 polymorphisms and
childhood abuse with risk of posttraumatic stress disorder symptoms in adults.
JAMA, 2008, examining over 900
individuals from an urban, low-income population. Four FKBP5 SNPs (including
rs1360780) significantly interacted with childhood abuse severity to predict
adult PTSD symptoms — but showed no direct main effect on PTSD without the
environmental trigger. Dexamethasone suppression testing confirmed
genotype-dependent differences in GR sensitivity.
A meta-analysis of 14 studies1212 meta-analysis of 14 studies
Wang Q et al. Interaction between early-life
stress and FKBP5 gene variants in major depressive disorder and post-traumatic
stress disorder. J Affect Disord,
2018 pooling 15,109 participants
confirmed that rs1360780 T-allele carriers exposed to early-life trauma have
significantly higher risk for depression and PTSD. A separate
meta-analysis of MDD susceptibility1313 meta-analysis of MDD susceptibility
Rao S et al. Common variants in FKBP5
gene and major depressive disorder susceptibility. Sci Rep,
2016 (N=26,582) found a modest
direct association (OR 1.06, P=0.003), underscoring that the genetic effect
alone is small — the risk emerges primarily through gene-environment interaction.
Beyond psychiatric risk,
Fujii et al.1414 Fujii et al.
Fujii T et al. The common functional FKBP5 variant rs1360780
is associated with altered cognitive function in aged individuals. Sci Rep,
2014 found that T-allele carriers
over age 50 showed significantly poorer working memory and attention (N=742),
consistent with the known neurotoxic effects of chronic cortisol elevation on
the hippocampus. And
Zannas et al.1515 Zannas et al.
Zannas AS et al. Epigenetic upregulation of FKBP5 by aging
and stress contributes to NF-kB-driven inflammation and cardiovascular risk.
PNAS, 2019 demonstrated that
age- and stress-related FKBP5 upregulation drives chronic inflammation through
NF-kB signaling, linking this variant to cardiovascular risk in cohorts
totaling over 3,000 individuals.
Practical Implications
The most important message from this research is that rs1360780 is not a deterministic "risk gene" — it is an amplifier that magnifies the biological impact of stress, especially early-life stress. T-allele carriers who grow up in supportive, low-adversity environments show no elevated psychiatric risk. This makes stress management not just helpful but genetically indicated for carriers.
Regular aerobic exercise is one of the most evidence-based interventions: it
improves cortisol regulation, boosts BDNF1616 BDNF
Brain-derived neurotrophic factor,
a protein that supports neuron growth and survival. Exercise increases BDNF by
200-300%, counteracting cortisol's neurotoxic effects on the hippocampus,
and can alter FKBP5 methylation patterns within 8-12 weeks. Mindfulness-based
stress reduction has been shown to improve HPA axis regulation and reduce
FKBP5-related inflammatory signaling. For carriers who have experienced
significant adversity, trauma-focused therapy (such as EMDR or
prolonged exposure therapy) addresses the epigenetic consequences directly.
The paradoxical finding that TT carriers respond faster to antidepressants is clinically relevant: if a T-carrier develops depression, this information may support confidence in trying pharmacotherapy, as the same HPA axis sensitivity that increases vulnerability may also accelerate treatment response.
Interactions
rs1360780 is in strong linkage disequilibrium with three other FKBP5 SNPs: rs9296158, rs3800373, and rs9470080. Together they form a functional haplotype that determines FKBP5 induction capacity. Most studies genotype all four, and the risk effects are highly correlated (D' > 0.9).
A potential interaction with COMT (rs4680) is worth noting: FKBP5 T-carriers with COMT Met/Met genotype (slow catecholamine clearance) may experience compounded stress vulnerability — the hormonal stress response (cortisol via HPA axis) and the neurotransmitter stress response (dopamine/norepinephrine via COMT) are both prolonged. This combination would benefit most from structured daily stress management practices.
BDNF (rs6265) represents another relevant interaction: since chronic cortisol elevation damages the hippocampus, and the BDNF Val66Met variant reduces activity-dependent BDNF secretion, carriers of both risk alleles may be particularly vulnerable to stress-related cognitive decline and would benefit especially from regular aerobic exercise, which independently boosts BDNF.
rs174547
FADS1
- Chromosome
- 11
- Risk allele
- C
Genotypes
Efficient Converter — Normal omega-3 converter
Intermediate Converter — Intermediate omega-3 converter
Poor Converter — Poor omega-3 converter - need direct EPA/DHA
FADS1 — Your Omega-3 Conversion Ability
FADS1 (Fatty Acid Desaturase 1) encodes the delta-5 desaturase enzyme that converts short-chain omega-3 fatty acids11 ALA (alpha-linolenic acid) is the plant-derived omega-3 found in flax, chia, and walnuts into the longer-chain EPA and DHA22 EPA (eicosapentaenoic acid) and DHA (docosahexaenoic acid) are the biologically active omega-3s essential for brain function and inflammation control that your brain and body actually use.
The Mechanism
The rs174547 variant sits in intron 9 of FADS1. The C allele (minor allele in most populations) is associated with lower delta-5 desaturase activity, meaning reduced ability to convert plant-derived ALA into the active EPA and DHA forms. Carriers of the C allele have higher levels of the omega-6 precursor linoleic acid and lower levels of arachidonic acid, EPA, and DHA.
Notably, the C allele frequency varies dramatically across populations — from just 6% in Africans to 46% in East Asians — reflecting different evolutionary pressures related to diet.
The Evidence
A landmark GWAS by Tanaka et al.33 landmark GWAS by Tanaka et al.
Tanaka et al. Genome-wide association study of plasma polyunsaturated fatty acids in the InCHIANTI Study. PLoS Genet, 2009 in 1,075 participants
identified the FADS1 locus as the strongest genetic determinant of plasma
PUFA levels, explaining 18.6% of variance in arachidonic acid levels.
A meta-analysis by Chen et al.44 meta-analysis by Chen et al.
Chen et al. Association between FADS1 rs174547 and levels of long-chain PUFA: a meta-analysis. Br J Nutr, 2021 confirmed that C allele
carriers have significantly lower levels of long-chain PUFAs across
multiple populations.
Why This Matters
Not everyone converts plant omega-3s efficiently. If you're a poor converter (CC genotype), eating flax seeds won't meaningfully raise your EPA/DHA levels. You need to get these directly from fish or supplements.
This is especially relevant for vegetarians and vegans55 Algae-based EPA/DHA supplements offer a plant-based alternative to fish oil for poor converters who rely on plant sources for omega-3s.
Interactions
FADS1 function interacts with dietary patterns. If you also carry TCF7L2 risk alleles (rs7903146), getting adequate omega-3s from direct sources (fish, supplements) becomes even more important for cardiovascular protection.
rs1805087
MTR A2756G
- Chromosome
- 1
- Risk allele
- G
Genotypes
Normal Activity — Normal MTR enzyme activity
Mildly Altered — Altered MTR activity
Reduced Activity — Significantly altered MTR activity
MTR — The Methionine Synthase
Methionine synthase (MTR), also known as MS, catalyzes the final step that converts homocysteine back to methionine using methylcobalamin (active B12) as a cofactor and methylfolate as the methyl donor. This reaction sits at the crossroads of the methylation cycle and is essential for keeping homocysteine levels in check.
The Mechanism
The A2756G variant (rs1805087) causes an aspartic acid-to-glycine substitution 11 Aspartic acid-to-glycine substitution at position 919 of the protein (p.Asp919Gly) at position 919 of the MTR protein. The G allele produces an enzyme with altered activity that tends to favor the active (reduced) state of B12. Paradoxically, this may seem beneficial, but the altered enzyme kinetics can lead to disrupted methylation cycling under certain conditions, particularly when B12 or folate levels are suboptimal. ClinVar classifies this variant as benign given its population frequency.
The Folate Trap
MTR is at the center of what biochemists call the "methyl-folate trap." 22 When MTR is impaired, methylfolate accumulates unusably — a functional folate deficiency despite normal blood levels When MTR activity is impaired, methylfolate accumulates because it cannot donate its methyl group to homocysteine. This creates a functional folate deficiency even when total folate levels appear adequate. Understanding your MTR status helps explain why some people with "normal" folate levels still show signs of impaired methylation.
Clinical Significance
Studies have linked the G allele to altered homocysteine metabolism, though the
effects are typically modest. A meta-analysis33 meta-analysis
Zhao D et al. MTR A2756G and cancer risk, 2010 examined the variant's
association with cancer risk across multiple study types. The variant becomes more
clinically relevant when combined with MTRR variants (which affect B12 reactivation)
and MTHFR variants (which affect methylfolate production). This triad of enzymes
works as a coordinated system 44 MTR + MTRR + MTHFR form a triad: folate provides the methyl group, B12 carries it, and MTRR keeps B12 active, and weakness at multiple points compounds the effect.
Practical Implications
If you carry the G allele, ensuring generous B12 intake is important since your MTR enzyme has altered B12 handling. Active B12 forms are preferred. Combined with adequate folate (as methylfolate if you have MTHFR variants), this supports optimal homocysteine conversion and methylation cycling.
Interactions
MTR works directly with MTRR (rs1801394) — MTR performs the reaction and MTRR reactivates it. Both interact with MTHFR (rs1801133) as the provider of the methylfolate substrate.
rs2180439
WNT10A
- Chromosome
- 20
- Risk allele
- T
Genotypes
Low Genetic Risk — Protective genotype for androgenetic alopecia at the strongest autosomal locus
Moderate Genetic Risk — One copy of the T risk allele moderately increases susceptibility to androgenetic alopecia
High Genetic Risk — Two copies of the T risk allele substantially increase susceptibility to early-onset androgenetic alopecia
The 20p11 Hair Loss Hotspot — Beyond Androgens
Male pattern baldness has long been blamed on testosterone and genes inherited from your mother's side. But the discovery of rs2180439 represents a paradigm shift11 rs2180439 represents a paradigm shift
Hillmer et al. Susceptibility variants for male-pattern baldness on chromosome 20p11. Nature Genetics 2008: this variant on chromosome 20 is inherited from either parent and appears to drive hair loss through a pathway completely independent of androgens. The 20p11 locus, where this SNP resides, is the strongest autosomal (non-sex chromosome) genetic risk factor for androgenetic alopecia, with the T allele increasing risk approximately 1.8-fold per copy.
Located in the intergenic region between PAX1 and FOXA2 genes, rs2180439 sits at the epicenter of a genomic region that has been replicated in GWAS studies across European22 GWAS studies across European
Hillmer et al. 2008, Chinese33 Chinese
Liang et al. 2013, Korean44 Korean
Kim et al. 2017, and Australian populations55 Australian populations
Richards et al. 2008. The TT genotype confers approximately 6-fold increased risk compared to CC carriers, and critically, this locus shows no statistical interaction with the androgen receptor gene66 this locus shows no statistical interaction with the androgen receptor gene
meaning its effects are additive and operate through a distinct biological mechanism.
The Mechanism
While the exact causal variant and gene remain under investigation, the 20p11 region likely influences hair follicle biology through Wnt signaling pathways. FOXA2, located near rs2180439, binds to the WNT7b promoter77 FOXA2, located near rs2180439, binds to the WNT7b promoter
and regulates hair-inductive activity in follicular keratinocytes. Wnt/β-catenin signaling is the master regulator of hair follicle cycling, controlling the transition between growth (anagen), regression (catagen), and rest (telogen) phases. Disruption of Wnt signaling leads to premature entry into catagen and follicular miniaturization — the hallmark of androgenetic alopecia.
The WNT10A gene, though not immediately adjacent to rs2180439, is a plausible candidate given its well-established role in hair biology. WNT10A is expressed in the inner root sheath and matrix during anagen88 WNT10A is expressed in the inner root sheath and matrix during anagen
and mutations in WNT10A cause ectodermal dysplasia with sparse hair. Hair follicle stem cells upregulate WNT10A expression to activate stem cells99 Hair follicle stem cells upregulate WNT10A expression to activate stem cells
making it essential for initiating hair growth cycles. The rs2180439 variant may affect regulatory elements that modulate WNT10A or other Wnt pathway genes, tipping the balance toward follicle quiescence and miniaturization.
The Evidence
The original 2008 genome-wide association study by Hillmer and colleagues1010 2008 genome-wide association study by Hillmer and colleagues
scanned 296 early-onset male pattern baldness cases and 347 controls, identifying five SNPs on chromosome 20p11 reaching genome-wide significance, with rs2180439 as the lead variant (combined P = 2.7 × 10⁻¹⁵). The effect was most pronounced in men with early-onset baldness before age 40. A simultaneous study by Richards et al.1111 A simultaneous study by Richards et al.
replicated the 20p11 association in 1,125 men across four European cohorts, finding that the 14% of men carrying risk alleles at both 20p11 and the androgen receptor locus have a 7-fold increased risk of baldness (OR = 7.12, P = 3.7 × 10⁻¹⁵).
Critically, the 20p11 association has been validated beyond European populations. In 445 Chinese Han cases and 546 controls1212 In 445 Chinese Han cases and 546 controls
rs2180439 showed highly significant association (P = 1.29 × 10⁻¹⁰), with conditional analysis demonstrating that rs2180439 drives the association of other SNPs in the region. A 2012 meta-analysis of 12,806 individuals1313 A 2012 meta-analysis of 12,806 individuals
confirmed 20p11 as one of the six most strongly associated loci for early-onset AGA, explaining approximately 13.7% of the variance when combined with other known loci.
Interestingly, the 20p11 locus shows sex-specific effects. When tested in female pattern hair loss1414 When tested in female pattern hair loss
the association did not replicate in 82 Chinese women, suggesting that the genetic architecture of hair loss differs between sexes, or that female pattern hair loss represents a distinct entity from male androgenetic alopecia.
Practical Implications
Unlike the androgen receptor variants that affect response to DHT, the 20p11 variants appear to operate through Wnt signaling, suggesting that Wnt pathway modulators might be therapeutic targets1515 Wnt pathway modulators might be therapeutic targets
particularly for individuals carrying TT genotypes at rs2180439. Current FDA-approved treatments (finasteride and minoxidil) target androgen metabolism and blood flow respectively, but neither directly addresses Wnt pathway dysfunction.
The TT genotype indicates genetic predisposition to early hair loss that operates independently of androgen sensitivity. This means that even with normal androgen levels and androgen receptor function, individuals with TT genotypes face elevated risk of follicular miniaturization. Hair density monitoring starting in early adulthood allows for early intervention, and miniaturization can be detected via densitometry years before visible thinning1616 miniaturization can be detected via densitometry years before visible thinning
when preventive treatments are most effective.
The additive nature of genetic risk means that rs2180439 should be considered alongside other known hair loss variants, particularly those affecting the androgen receptor. While genetic testing cannot predict with certainty who will experience severe baldness, the TT genotype at rs2180439 is one of the strongest single autosomal predictors and may warrant earlier monitoring and intervention discussions with a dermatologist.
Interactions
The 20p11 locus (rs2180439) combines additively with the X-chromosomal androgen receptor variants (particularly rs1160312 and nearby SNPs) to produce markedly increased risk. Men carrying both 20p11 TT genotypes and AR risk alleles face up to 7-fold increased odds of early-onset baldness. These loci operate through independent mechanisms — AR through androgen sensitivity, 20p11 through Wnt signaling dysfunction — meaning their effects compound rather than interact statistically. Other 20p11 SNPs in tight linkage disequilibrium with rs2180439 (rs1160312, rs6113491, rs201571, rs1998076) represent the same genetic signal rather than independent risk factors.
rs3087243
CTLA4 CT60
- Chromosome
- 2
- Risk allele
- G
Genotypes
Enhanced Immune Regulation — Two copies of the protective allele providing optimal CTLA-4 function and immune checkpoint control
Intermediate Immune Regulation — One copy of each allele providing moderate immune checkpoint function
Reduced Immune Regulation — Two copies of the risk allele associated with reduced CTLA-4 expression and increased autoimmune susceptibility
CTLA4 CT60 — The Immune Checkpoint Sentinel
CTLA-4 (Cytotoxic T-Lymphocyte Associated protein 4) is a critical immune checkpoint molecule11 molecule
CTLA-4 is expressed on activated T cells and functions as a negative regulator, preventing overactive immune responses that acts as a brake on the immune system. The CT60 variant (rs3087243), located in the 3' untranslated region of the CTLA4 gene22 of the CTLA4 gene
The 3'UTR region contains regulatory sequences that control mRNA stability and translation efficiency, is one of the most extensively studied autoimmune susceptibility variants. This single nucleotide change from A to G has profound implications for immune regulation and autoimmune disease risk.
The Mechanism
The CT60 variant sits in the 3'UTR of the CTLA4 mRNA, a region that doesn't code for protein but critically controls gene expression. The G allele is in strong linkage disequilibrium with an (AT)n dinucleotide repeat33 with an (AT)n dinucleotide repeat
Longer (AT)n repeats are associated with the G allele and reduce CTLA4 mRNA stability in the same region. Research has shown that the length of this repeat inversely correlates with both CTLA4 mRNA and protein levels in autoreactive T-cell lines. When T cells carry longer (AT)n repeats linked to the G allele, they produce less CTLA-4 protein — the molecular brake on immune activation becomes weaker.
The 3'UTR sequence affects both mRNA stability and translational efficiency44 The 3'UTR sequence affects both mRNA stability and translational efficiency
Studies using reporter gene assays demonstrated that the CTLA4 3'UTR can confer instability to mRNA and reduce protein expression in vitro. Additionally, the variant influences the ratio of full-length CTLA-4 (bound to cell membranes) to soluble CTLA-4 (circulating in blood), with the GG genotype associated with lower production of the soluble immunoregulatory form.
The Evidence
The association between rs3087243 and autoimmune disease is supported by extensive research across multiple conditions:
Graves' Disease and Autoimmune Thyroid Disease: A case-control study of 288 Graves' disease patients55 case-control study of 288 Graves' disease patients
The G/G genotype frequency was 70.1% in cases vs 51.4% in controls found the GG genotype conferred an odds ratio of 2.22 (95% CI: 1.58-3.13) for disease. A comprehensive meta-analysis of 20 studies66 comprehensive meta-analysis of 20 studies
Analysis included both Graves' disease and Hashimoto's thyroiditis across Asian and Caucasian populations confirmed that CT60 polymorphism confers susceptibility to autoimmune thyroid diseases, with the G allele consistently associated with increased risk across ethnicities.
Type 1 Diabetes: The variant's role in type 1 diabetes is particularly notable in individuals who also develop thyroid autoimmunity. In a study of 4,364 type 1 diabetic patients77 study of 4,364 type 1 diabetic patients
10.6% had thyroid peroxidase autoantibodies (TPOAbs), those with TPOAbs showed a significantly stronger association with rs3087243 (OR = 1.49 for G allele) compared to TPOAbs-negative patients (OR = 1.16). This subgroup also had a 1.94:1 female-to-male ratio compared to 0.94:1 in those without thyroid autoimmunity.
Latent Autoimmune Diabetes in Adults (LADA): A meta-analysis of 820 LADA cases88 meta-analysis of 820 LADA cases
Analysis included 4,824 controls across multiple ethnic groups identified significant associations with LADA, particularly in Caucasian populations under a recessive model, suggesting two copies of the risk allele substantially increase susceptibility.
Rheumatoid Arthritis: Interestingly, for RA the effect is reversed — the A allele (not G) is associated with risk. A large meta-analysis of 66 studies99 large meta-analysis of 66 studies
Included 16,394 RA patients and 17,453 controls found that A allele carriers had approximately 13% reduced risk compared to G allele carriers, with AA genotype showing 20% reduced risk compared to GG. This paradoxical protective effect of the G allele in RA versus other autoimmune conditions highlights the complex, disease-specific roles of immune checkpoint regulation.
Practical Implications
If you carry one or two G alleles at rs3087243, your immune system's "off switch" may be less effective. This doesn't mean you'll develop autoimmune disease — most carriers never do — but it does mean your T cells are more prone to activation and potentially more likely to attack your own tissues under the right (or wrong) environmental triggers.
The clinical significance varies by which autoimmune conditions run in your family. If you have relatives with thyroid disease, type 1 diabetes, or other autoimmune conditions, the G allele may be particularly relevant to monitor. Women with the GG genotype who also have type 1 diabetes should be especially vigilant about thyroid function, as this combination strongly predisposes to autoimmune thyroid disease.
For those with established autoimmune conditions, understanding your CTLA4 genotype may eventually inform treatment decisions. CTLA-4 is the target of checkpoint inhibitor immunotherapies1010 CTLA-4 is the target of checkpoint inhibitor immunotherapies
Drugs like ipilimumab block CTLA-4 to enhance immune responses against cancer used in cancer treatment, and genetic variation at this locus may predict both therapeutic response and immune-related adverse events.
Interactions
CTLA4 rs3087243 interacts with other immune-regulatory variants to modulate autoimmune risk. The most notable interaction is with rs231775 (+49A/G)1111 rs231775 (+49A/G)
This exon 1 variant causes a threonine-to-alanine amino acid change affecting CTLA-4 glycosylation, also in the CTLA4 gene, which affects CTLA-4 protein folding and cell surface expression. Individuals carrying risk alleles at both positions show enhanced susceptibility to Graves' disease and type 1 diabetes compared to either variant alone.
The variant also shows epistatic interactions with PTPN22 rs2476601 (another T-cell regulatory gene variant) in determining autoimmune disease risk. Evidence suggests genetic interaction between HLA class II genotypes and rs3087243 in type 1 diabetes1212 Evidence suggests genetic interaction between HLA class II genotypes and rs3087243 in type 1 diabetes
Combined effects were observed beyond simple additive models, indicating that autoimmune susceptibility emerges from complex networks of immune gene variants rather than single mutations.
rs5186
AGTR1 A1166C
- Chromosome
- 3
- Risk allele
- C
Genotypes
Normal Receptor — Standard angiotensin receptor expression and typical ARB response
Intermediate Response — Potentially enhanced response to ARB medications with some compensatory effects
Reduced Expression — Significantly altered receptor expression with variable cardiovascular and metabolic effects
AGTR1 A1166C — Blood Pressure Regulation and Drug Response Variant
The AGTR1 gene11 AGTR1 gene
encodes the angiotensin II type 1 receptor, a critical component of the renin-angiotensin-aldosterone system (RAAS) that regulates blood pressure, fluid balance, and cardiovascular function. The A1166C variant (rs5186) is
the most well-studied AGTR1 SNP, located in the 3′ untranslated region
. While it doesn't change the protein sequence directly,
it may affect mRNA stability and transcription, or be in linkage disequilibrium with another polymorphism of regulatory significance
.
The Mechanism
This variant sits in the 3' UTR22 3' UTR
the untranslated region after the protein-coding sequence where regulatory elements control gene expression.
The AGTR1 A1166C polymorphism may influence the stability of mRNA expression and might be involved in cellular signaling mediated by the angiotensin II receptor . Some studies have found that the C allele is associated with reduced AGTR1 mRNA levels — 0.8-fold lower in heterozygotes and 0.27-fold lower in homozygotes compared to AA carriers , though findings are inconsistent across studies.
The AT1 receptor mediates the effects of angiotensin II, causing vasoconstriction, sodium retention, increased blood pressure, and activation of inflammatory pathways. The receptor is the target of ARBs33 ARBs
angiotensin receptor blockers, a class of blood pressure medications including losartan, valsartan, candesartan, and irbesartan.
The Evidence
The relationship between rs5186 and hypertension has been extensively studied but remains controversial.
A systematic review and meta-analysis of AGTR1 polymorphisms and hypertension found that the literature is too heterogeneous to draw meaningful conclusions , with insufficient evidence that polymorphisms in the AGTR1 gene are risk factors for hypertension . However, specific populations and conditions show clearer associations.
For cardiovascular outcomes44 For cardiovascular outcomes, a meta-analysis of 53 studies with 20,435 CHD cases and 23,674 controls found only a weak association between A1166C and coronary heart disease, likely due to publication bias and heterogeneity . In contrast, the rs5186 polymorphism significantly increases the risk of restenosis after percutaneous coronary intervention (PCI) in Asian populations .
For metabolic conditions55 For metabolic conditions, the gain-of-function rs5186 A1166C variant has been linked to hypertension, cardiovascular disease, and metabolic syndrome .
The variant affects liver disease, insulin resistance, and endothelial dysfunction in NAFLD, at least in part by modulating adipokine, chemokine, and pro-inflammatory cell activation in response to fat ingestion .
For kidney health66 For kidney health, the C allele shows an odds ratio of 1.84 for diabetic nephropathy in Iranian patients , and shows a likelihood ratio of 1.89-2.01 for GFR depletion in type 2 diabetes patients .
For brain health77 For brain health,
C1166 variant carriers show significantly larger subcortical hyperintensity volume compared to AA genotype carriers in healthy older adults , suggesting the C1166 variant may serve as a biomarker of risk for suboptimal brain integrity prior to changes in cognition .
Practical Implications
The primary clinical relevance of rs5186 is in predicting response to ARB medications.
Individuals with the AC genotype show significant reduction in systolic blood pressure after candesartan medication in Chinese populations .
The percentage of systolic BP reduction with candesartan-based treatment was greater in patients with AC genotypes compared to AA homozygotes .
However, carrying the 1166C allele is associated with greater compensatory increase in renin activity and more modest effect on aldosterone after candesartan treatment , suggesting long-term RAAS activation that may affect clinical outcomes.
The variant also has implications beyond blood pressure. Given its associations with metabolic syndrome, NAFLD, diabetic nephropathy, and cerebrovascular changes, C allele carriers may benefit from closer monitoring of metabolic health, kidney function, and cardiovascular risk factors — particularly if they have diabetes or metabolic syndrome.
Interactions
AGTR1 rs5186 functions as part of the renin-angiotensin-aldosterone system pathway. It may interact with other RAAS-related SNPs including ACE I/D (rs4340), which affects angiotensin-converting enzyme activity and modifies response to ACE inhibitors, and AGT M235T (rs699), which influences angiotensinogen levels and blood pressure. Studies suggest that individuals with multiple RAAS pathway variants show cumulative effects on hypertension risk and treatment response. The variant's effects may also be modified by CYP2C9 polymorphisms, particularly for ARBs metabolized by this enzyme like losartan and irbesartan.
rs743572
CYP17A1 -34 T>C
- Chromosome
- 10
- Risk allele
- C
Genotypes
Standard Expression — Normal CYP17A1 promoter activity with typical steroid hormone synthesis
Intermediate Expression — Moderately increased CYP17A1 promoter activity with slightly elevated androgen synthesis potential
Elevated Expression — Increased CYP17A1 promoter activity associated with elevated androgen synthesis and higher risk for hormone-dependent conditions
CYP17A1 -34 T>C: Master Regulator of Steroid Hormone Production
The CYP17A1 gene encodes 17α-hydroxylase/17,20-lyase, a dual-function enzyme essential for
synthesizing all steroid hormones except aldosterone. This enzyme sits at a critical
junction in the steroid pathway11 This enzyme sits at a critical
junction in the steroid pathway
CYP17A1 converts pregnenolone and progesterone to their
17α-hydroxylated forms, which are then used to make cortisol, or cleaved to produce DHEA,
the precursor for testosterone and estrogen.
The rs743572 variant lies in the gene's promoter region, 34 base pairs upstream of the
translation start site.
The Mechanism
This T>C substitution creates a binding site for the Sp1 transcription factor when the C
allele is present. Sp1 is a transcriptional activator22 Sp1 is a transcriptional activator
The additional Sp1 binding site
created by the C allele may increase CYP17A1 gene expression, leading to elevated enzyme
levels and potentially higher androgen synthesis.
The variant affects gene expression rather than protein structure, with downstream effects
on the entire steroid hormone cascade.
Located in the 5' untranslated region on chromosome 10, this regulatory variant demonstrates how small changes in gene expression control can have broad metabolic effects. The degree of functional impact appears to vary by tissue type and hormonal milieu, with effects most pronounced in steroidogenic tissues like the adrenal cortex, ovarian theca cells, and testicular Leydig cells.
The Evidence
A 2021 meta-analysis of 15 studies encompassing 2,277 PCOS patients and 1,913 controls
found that the CC genotype was associated with increased PCOS risk under a recessive model
(OR 1.24, 95% CI 1.02-1.50)33 A 2021 meta-analysis of 15 studies encompassing 2,277 PCOS patients and 1,913 controls
found that the CC genotype was associated with increased PCOS risk under a recessive model
(OR 1.24, 95% CI 1.02-1.50)
This association was stronger in Caucasian women (OR 1.45,
95% CI 1.03-2.06) than in Asian populations.
Polycystic ovary syndrome is characterized by hyperandrogenism, menstrual irregularity, and
metabolic dysfunction affecting 5-10% of reproductive-aged women.
A 2024 Chinese study of men with benign prostatic hyperplasia found that the GG genotype
(equivalent to CC on the forward strand) was independently associated with metabolic syndrome
and BPH, with a decreased testosterone-to-estradiol ratio44 A 2024 Chinese study of men with benign prostatic hyperplasia found that the GG genotype
(equivalent to CC on the forward strand) was independently associated with metabolic syndrome
and BPH, with a decreased testosterone-to-estradiol ratio
The GG genotype showed an OR of
5.87 for BPH and 7.23 for metabolic syndrome after age adjustment.
This suggests the variant's effects extend beyond reproductive disorders to metabolic health
in both sexes.
A case-control study of 143 endometriosis patients found the TT genotype associated with
1.95-fold increased endometriosis risk55 A case-control study of 143 endometriosis patients found the TT genotype associated with
1.95-fold increased endometriosis risk
The association remained significant after
adjusting for confounding factors. However,
results have been mixed across different populations and conditions.
Notably, a large Australian study of 824 prostate cancer cases found no association between
rs743572 and prostate cancer risk or circulating hormone levels (testosterone, estradiol,
DHEA-S, androstenedione)66 a large Australian study of 824 prostate cancer cases found no association between
rs743572 and prostate cancer risk or circulating hormone levels (testosterone, estradiol,
DHEA-S, androstenedione)
Men with different genotypes had similar hormone levels across
all measures tested. This negative finding
suggests the variant's effects may be context-dependent or limited to specific tissues.
Practical Implications
This variant's primary clinical significance relates to hormone-dependent conditions, particularly PCOS in women and metabolic syndrome in men. The CC genotype appears to shift steroid hormone balance toward increased androgen production, though the magnitude varies substantially by individual, tissue, and hormonal environment.
For women with PCOS symptoms (irregular periods, hirsutism, acne, infertility), the CC genotype may indicate a genetic predisposition to androgen excess. However, PCOS is multifactorial, and this variant is neither necessary nor sufficient for disease development. Management focuses on insulin sensitization (metformin, lifestyle modification), hormonal contraceptives for symptom control, and fertility treatments when needed.
For men, particularly those with metabolic syndrome, the variant may contribute to altered testosterone-to-estradiol ratios. Maintaining a healthy weight, regular exercise, and metabolic health monitoring become especially important. The association with BPH suggests monitoring prostate health with age may be warranted for CC carriers with metabolic risk factors.
The variant does not appear to affect response to CYP17A1 inhibitors like abiraterone, which are used in castration-resistant prostate cancer treatment. Circulating hormone levels are influenced by many factors beyond this single variant, so testing should be based on clinical symptoms rather than genotype alone.
Interactions
This variant functions within the broader steroid hormone synthesis pathway. Other variants in genes encoding enzymes downstream of CYP17A1—such as CYP19A1 (aromatase, converting androgens to estrogens), HSD3B1 (converting DHEA to androstenedione), and SRD5A2 (converting testosterone to DHT)—may compound or modify the effects of CYP17A1 variants. However, specific gene-gene interactions for rs743572 have not been systematically studied in the literature.
rs1061170
CFH Y402H
- Chromosome
- 1
- Risk allele
- C
Genotypes
Normal AMD Risk — Typical risk of age-related macular degeneration with no genetic predisposition from this variant
Moderate AMD Risk — Moderately increased risk of age-related macular degeneration; regular screening and healthy lifestyle recommended
High AMD Risk — Substantially increased risk of age-related macular degeneration; requires proactive monitoring and lifestyle modification
CFH Y402H — The Strongest Genetic Risk Factor for Macular Degeneration
The CFH Y402H variant (also called Tyr402His) is the single most important genetic contributor to age-related macular degeneration11 age-related macular degeneration
AMD is the leading cause of irreversible blindness in people over 50 in developed countries, a progressive disease that destroys the sharp central vision needed for reading and driving. Complement Factor H is a negative regulator of the alternative complement pathway, acting as a brake on inflammatory responses. The Y402H substitution — replacing tyrosine with histidine at position 402 — sits within a critical binding domain where CFH interacts with C-reactive protein and glycosaminoglycans on cell surfaces, particularly in the retina.
The Mechanism
The histidine variant at position 402 reduces CFH's ability to bind to heparan sulfate and other glycosaminoglycans22 heparan sulfate and other glycosaminoglycans
These molecules coat the surface of retinal pigment epithelium cells and Bruch's membrane, where CFH normally regulates complement activation in Bruch's membrane and on retinal pigment epithelium cells. This impaired binding means CFH-402H cannot effectively suppress complement activation at these sites, leading to chronic low-grade inflammation in the macula. The 402H variant also binds less effectively to malondialdehyde33 malondialdehyde
MDA is a lipid peroxidation product that accumulates with aging and oxidative stress, a common lipid peroxidation product that accumulates in drusen — the hallmark yellow deposits beneath the retina in AMD. The result is uncontrolled complement-mediated damage to photoreceptors and retinal pigment epithelium, culminating in geographic atrophy (dry AMD) or choroidal neovascularization (wet AMD).
The Evidence
The CFH Y402H association with AMD represents one of the most robust findings in complex disease genetics. The Rotterdam Study44 The Rotterdam Study
5,681 participants with up to 10 years of follow-up found that CC homozygotes have an 11-fold increased risk of late AMD compared to TT individuals, with cumulative risks of vision-threatening disease by age 95 reaching 48.3% for CC, 42.6% for TC, and 21.9% for TT. Population-attributable risk was calculated at 54%, meaning more than half of AMD cases in populations of European descent can be traced to this variant. A systematic meta-analysis55 A systematic meta-analysis
Combined data from 26 studies confirmed a multiplicative model where each C allele increases AMD odds by approximately 2.5-fold, with highly consistent effects across Caucasian populations.
The variant's clinical significance extends to treatment response. A meta-analysis of anti-VEGF therapy66 A meta-analysis of anti-VEGF therapy
Included 1,510 patients with neovascular AMD for wet AMD demonstrated that CC homozygotes respond 1.68-fold more poorly than TT individuals, requiring more frequent injections and achieving smaller visual acuity gains. Patients with CC genotype77 Patients with CC genotype
Analysis from multiple treatment cohorts required a mean of 10.8 intravitreal injections over 12 months versus 7.2 for TC/TT genotypes. The strength of association varies substantially by ethnicity: highly significant in Europeans (C allele frequency ~36%), weaker in East Asian populations88 East Asian populations
C allele frequency ~7% in Japanese and Korean cohorts where other variants like CFH I62V (rs800292) play a larger role.
Practical Implications
If you carry one or two C alleles, your AMD risk is meaningfully elevated, but AMD is not inevitable — onset typically occurs after age 60, and environmental factors modulate risk substantially. The most critical modifiable factor is smoking: smokers with CC genotype99 smokers with CC genotype
Rotterdam Study data have a 34-fold increased risk compared to TT non-smokers, versus 11-fold for CC non-smokers. Quitting smoking at any age reduces risk, and the benefit applies regardless of genotype.
For CC homozygotes and high-risk TC heterozygotes, annual dilated eye exams starting at age 50 are prudent, with more frequent monitoring (every 6 months) if early drusen or pigmentary changes appear. Self-monitoring with an Amsler grid1010 Self-monitoring with an Amsler grid
A simple checkerboard pattern test that can detect early distortions in central vision at home can catch sudden changes indicating conversion to wet AMD, where urgent treatment can preserve vision. AREDS2 supplementation (vitamin C, vitamin E, zinc, copper, lutein, and zeaxanthin) reduces progression risk by approximately 25% in individuals with intermediate AMD, though evidence for benefit in those without existing disease is weaker.
Dietary patterns matter: high dietary intake of antioxidants1111 high dietary intake of antioxidants
Includes leafy greens, fatty fish rich in omega-3s from foods — particularly leafy greens, fatty fish rich in omega-3s, and colorful vegetables high in lutein and zeaxanthin — has been associated with reduced AMD risk even in those with high-risk CFH genotypes. Blue light exposure from screens is often cited as a concern, but evidence is weak; far more important is ultraviolet protection1212 ultraviolet protection
Chronic UV exposure contributes to oxidative damage in the retina through high-quality sunglasses that block UV rays.
If you develop wet AMD, expect more aggressive treatment if you're a CC homozygote — you'll likely need more frequent anti-VEGF injections and closer monitoring. Emerging complement inhibitors targeting the alternative pathway are in late-stage trials and may offer genotype-specific benefits for CFH variant carriers in the coming years.
Interactions
CFH Y402H interacts multiplicatively with variants in ARMS2 (rs10490924 A69S), the second major AMD risk locus. Individuals with high-risk alleles at both loci1313 Individuals with high-risk alleles at both loci
Both CFH CC and ARMS2 TT genotypes — CFH CC plus ARMS2 TT (risk allele) — have synergistically elevated AMD risk exceeding the product of individual effects, suggesting convergent pathways in complement activation and extracellular matrix regulation. Interestingly, RMD subtype of AMD1414 RMD subtype of AMD
Reticular macular disease, characterized by yellow interlacing networks in the macula shows an inverse association with CFH 402H but positive association with ARMS2 69S, hinting at distinct pathogenic mechanisms within the AMD spectrum.
The gene-environment interaction with smoking is particularly striking: the combination of CFH risk alleles and smoking1515 the combination of CFH risk alleles and smoking
Data from multiple cohorts including Rotterdam Study amplifies risk far beyond additive expectations, likely because cigarette smoke components directly activate the complement cascade and generate oxidative stress that overwhelms the already-impaired regulatory capacity of CFH-402H. Other CFH variants including rs1410996 and rs800292 show complex haplotype effects and may refine risk prediction when considered jointly with Y402H.
Compound implications involving CFH Y402H and ARMS2 rs10490924 should be considered when both variants are present, as the combined risk profile may warrant earlier screening and more aggressive preventive measures than either variant alone would suggest.
rs1544410
VDR BsmI
- Chromosome
- 12
- Risk allele
- T
Genotypes
Normal Response — Normal vitamin D receptor activity
Mildly Reduced Response — Mildly reduced vitamin D receptor activity
Reduced Response — Reduced vitamin D receptor response
VDR BsmI — How Your Cells Respond to Vitamin D
The vitamin D receptor (VDR) is a nuclear receptor 11 A nuclear receptor is a protein that binds hormones or vitamins inside the cell and directly regulates gene expression that mediates the biological effects of vitamin D throughout your body. When active vitamin D (calcitriol) 22 Calcitriol (1,25-dihydroxyvitamin D) is the hormonally active form of vitamin D binds to VDR, it triggers gene expression changes that affect calcium absorption, immune function, cell growth, and hundreds of other processes. VDR is expressed in nearly every tissue in the body, which is why vitamin D affects so many aspects of health.
The Mechanism
The BsmI variant (rs1544410) is located in an intronic region of the VDR gene. While it does not directly change the protein sequence, it is in linkage disequilibrium 33 Linkage disequilibrium: nearby genetic variants that are inherited together more often than expected by chance with functional variants that affect VDR mRNA stability and expression levels. The T allele is associated with reduced VDR expression, meaning your cells produce fewer vitamin D receptors and are therefore less responsive to circulating vitamin D. The variant frequency varies dramatically by ancestry — 40% in Europeans but only 6% in East Asians.
The Evidence
A meta-analysis of 26 studies44 meta-analysis of 26 studies
Tao S et al. VDR BsmI polymorphism and osteoporosis risk, 2012 and a larger 42-study meta-analysis55 larger 42-study meta-analysis
Zhao L et al. VDR BsmI and osteoporosis in postmenopausal women, 2020
found that VDR BsmI variants are associated with osteoporosis susceptibility
in Caucasians (OR 0.70 for bb vs BB), bone mineral density, and calcium
absorption efficiency. The associations are strongest in populations with lower
baseline vitamin D levels. Additional research has linked VDR variants to
immune function, autoimmune disease risk, and cancer susceptibility, though
these associations are more complex and context-dependent.
The Vitamin D Optimization Challenge
VDR variants create a situation where standard blood levels of vitamin D may not produce standard biological effects. If your cells have fewer vitamin D receptors, you may need higher circulating vitamin D levels to achieve the same cellular response as someone with normal VDR expression. This is why some people with "adequate" blood levels still seem to benefit from higher vitamin D intake.
Practical Implications
If you carry the T allele, maintaining vitamin D levels in the optimal range (30-50 ng/mL) is important, and you may benefit from aiming toward the higher end of that range. Regular testing (1-2 times per year) helps you calibrate your supplementation. Vitamin D3 is preferred over D2, and taking it with a fat-containing meal improves absorption.
Interactions
VDR interacts with CYP2R1 (rs10741657) — if both vitamin D activation and receptor sensitivity are impaired, the combined "double hit" significantly impacts vitamin D status.
rs2234693
ESR1 PvuII
- Chromosome
- 6
- Risk allele
- T
Genotypes
Enhanced Estrogen Sensitivity — Two copies of the variant associated with better musculoskeletal outcomes
Intermediate Sensitivity — One copy of each variant with intermediate effects
Reduced Estrogen Sensitivity — Two copies associated with increased fracture risk and altered hormone therapy response
The Estrogen Receptor Alpha PvuII Polymorphism — Estrogen Sensitivity and Bone Health
The ESR1 gene encodes estrogen receptor alpha (ERα), one of two primary mediators through which estrogen exerts its effects on bone, cardiovascular, and reproductive tissues. This intron 1 variant (also called PvuII or -397T>C) lies 397 base pairs upstream of exon 211 397 base pairs upstream of exon 2
located in a regulatory region that may affect transcription factor binding and has been extensively studied for associations with bone density, fracture risk, cardiovascular disease, and hormone therapy response22 extensively studied for associations with bone density, fracture risk, cardiovascular disease, and hormone therapy response
over 255 publications have examined this variant.
The Mechanism
The PvuII polymorphism involves a T to C transition in intron 1 that may affect transcription factor binding, potentially altering protein expression of the ESR1 gene . While the variant does not change the amino acid sequence, its location in a regulatory element suggests it influences how much estrogen receptor alpha is produced or how efficiently it responds to estrogen signaling.
The variant is on the plus strand, with T as the reference allele and C as the alternate .
The Evidence
The evidence for this variant's effects has been mixed and context-dependent. A large European meta-analysis of 18,917 individuals33 A large European meta-analysis of 18,917 individuals
Ioannidis et al., JAMA 2004 found that
none of the ESR1 polymorphisms including PvuII had any statistically significant effect on bone mineral density, yet significant reductions in fracture risk were observed
. This suggests
ESR1 determines fracture risk by mechanisms independent of BMD .
More recent findings are nuanced by ancestry.
A meta-analysis revealed that the PvuII T allele is a highly significant risk factor for hip fracture susceptibility, with an effect magnitude similar in male and pre-menopausal and post-menopausal female patients . However, when credibility was evaluated applying false-positive reporting probability and Bayesian criteria, significant associations were considered as false positive results , suggesting the need for cautious interpretation.
For muscle health,
the C allele provides protection against muscle injury by lowering muscle stiffness
in a study of 1,311 Japanese top-level athletes44 study of 1,311 Japanese top-level athletes
Kumagai et al., Medicine & Science in Sports & Exercise 2019.
Cardiovascular associations remain controversial.
A large Danish study found ESR1 IVS1-397T/C polymorphism does not influence HDL cholesterol response to hormone replacement therapy or risk of cardiovascular disease . Yet when combined with the XbaI variant (rs9340799), haplotype analysis revealed that C-G haplotype confers approximately 5-fold risk and T-A haplotype adds 1.4-fold risk towards coronary artery disease .
Practical Implications
The most actionable finding relates to hormone therapy response. A study of 343 Slovak postmenopausal women55 A study of 343 Slovak postmenopausal women
Mondockova et al., BMC Medical Genetics 2018 found that
TT genotype responded more poorly to hormone therapy and raloxifene in lumbar spine BMD compared to TC and CC genotypes . This suggests women with the TT genotype may need closer monitoring or higher doses of estrogen-based therapies.
For fracture risk, the evidence suggests TT individuals should prioritize bone health through weight-bearing exercise, adequate calcium and vitamin D intake, and regular bone density screening, particularly after menopause when estrogen levels decline naturally.
Interactions
This variant is commonly studied alongside the XbaI variant (rs9340799), also in ESR1 intron 1. The two SNPs are in linkage disequilibrium and often analyzed as haplotypes. Studies show the combined effect differs from either variant alone, particularly for cardiovascular disease risk where the C-G haplotype (rs2234693 C paired with rs9340799 G) confers substantially higher CAD risk than would be predicted from either variant independently. Additionally, interactions with MTHFR variants (rs1801133) have been documented in cardiovascular contexts.
rs2476601
PTPN22 R620W
- Chromosome
- 1
- Risk allele
- A
Genotypes
Normal Immune Regulation — Standard PTPN22 function with typical autoimmune disease risk
Moderate Autoimmune Risk — One copy of the R620W variant increases autoimmune disease susceptibility
High Autoimmune Risk — Two copies of R620W substantially increase autoimmune susceptibility
PTPN22 R620W — The Master Autoimmune Switch
The PTPN22 gene encodes lymphoid tyrosine phosphatase (LYP), a critical brake on T-cell and B-cell activation. This enzyme acts as a master regulator
of immune signaling, dephosphorylating key proteins11 dephosphorylating key proteins
PTPN22 dephosphorylates LCK and ZAP70, critical kinases in the T-cell receptor signaling
cascade in the T-cell receptor pathway to prevent overactivation. The R620W variant (also designated
C1858T) changes arginine to tryptophan at position 620, disrupting the protein's interaction22 disrupting the protein's interaction
The R620W substitution disrupts binding between
PTPN22 and CSK kinase in the P1 proline-rich motif with its partner kinase CSK. This single amino acid
change has emerged as the strongest non-HLA genetic risk factor33 strongest non-HLA genetic risk factor
PTPN22 is the most influential non-major histocompatibility complex gene to
promote autoimmunity for autoimmune disease.
The Mechanism
PTPN22 normally functions as a negative regulator of T-cell receptor signaling. The protein contains a catalytic phosphatase domain at the N-terminus
and four proline-rich motifs (P1-P4) at the C-terminus. The R620W variant sits within the P1 motif, which mediates binding to CSK. Biochemical
studies demonstrate44 Biochemical
studies demonstrate
R620W is a gain-of-function variant showing increased phosphatase activity and reduced Lck phosphorylation feedback
regulation that the variant exhibits enhanced phosphatase activity while losing normal regulatory
feedback. The disrupted PTPN22-CSK interaction impairs phosphorylation of PTPN22 at Y536, removing an inhibitory mechanism55 removing an inhibitory mechanism
Y536 phosphorylation
normally inhibits PTPN22 activity; R620W reduces this phosphorylation, creating sustained inhibition
that normally dampens the phosphatase. The net effect is a gain-of-function variant that excessively inhibits T-cell signaling66 excessively inhibits T-cell signaling
The R620W variant
creates gain-of-function inhibition of TCR signaling particularly affecting low-avidity T cell
responses—but paradoxically increases autoimmune risk.
The mechanism explains this apparent paradox: PTPN22 R620W preferentially affects responses to low-avidity antigens77 preferentially affects responses to low-avidity antigens
Loss of PTPN22 function
selectively impacts T-cell responses to weak self-antigens but not high-avidity antigens—precisely the
type of self-antigens that should trigger tolerance. Gene editing studies in human T cells88 Gene editing studies in human T cells
CRISPR-engineered R620W variant in human cord blood
T cells showed enhanced proliferation and Th1 skewing with low-avidity self-reactive TCRs confirm that
the variant permits increased activation of weakly self-reactive T cells, potentially expanding the self-reactive T-cell pool and skewing toward
inflammatory phenotypes. This allows mildly autoreactive T cells to escape negative selection, setting the stage for autoimmune attack.
The Evidence
PTPN22 R620W was first associated with type 1 diabetes in 200499 first associated with type 1 diabetes in 2004
Initial discovery linked R620W to type 1 diabetes with consistent replication
across multiple populations, rapidly followed by associations with rheumatoid arthritis and systemic
lupus erythematosus. A meta-analysis of rheumatoid arthritis1010 meta-analysis of rheumatoid arthritis
Study of 1,413 cases found OR=1.75 for RF-positive RA; homozygotes showed OR=4.57,
more than doubling disease risk found odds ratios of 1.75 for heterozygotes and 4.57 for homozygotes—a
clear dose-dependent effect. The variant shows an additive inheritance pattern1111 additive inheritance pattern
Meta-analysis supported additive rather than dominant effect on
type 1 diabetes risk, with each copy incrementally increasing risk.
The variant displays marked population stratification1212 marked population stratification
1858T allele frequency is ~7% in Europeans, ~1% in Asians, extremely rare in
Africans: approximately 7% allele frequency in European populations, 1-2% in Asian populations, and
near-absent in African populations. This distribution explains why autoimmune disease associations were first identified in European cohorts.
Diseases with documented R620W associations1313 documented R620W associations
PTPN22 R620W associated with RA, T1D, SLE, Graves' disease, vitiligo, alopecia areata, celiac
disease, and myasthenia gravis include rheumatoid arthritis, type 1 diabetes, systemic lupus
erythematosus, Graves' disease, vitiligo, alopecia areata, celiac disease, and myasthenia gravis. Notably, the variant shows no association1414 the variant shows no association
No
association detected with multiple sclerosis or inflammatory bowel disease with multiple sclerosis or
inflammatory bowel disease, suggesting specificity for antibody-mediated autoimmune conditions.
Recent cross-trait meta-analyses1515 Recent cross-trait meta-analyses
rs2476601-A identified as shared risk locus between vitiligo and alopecia areata in GWAS
meta-analysis identified rs2476601 as a shared risk locus between vitiligo and alopecia areata,
autoimmune skin conditions affecting melanocytes and hair follicles. A meta-analysis specific to alopecia1616 meta-analysis specific to alopecia
Systematic review found T allele
significantly correlated with AA susceptibility; C allele protective found the T (risk) allele
significantly correlated with alopecia areata susceptibility while the C allele was protective.
Practical Implications
If you carry one or two copies of the risk allele (AG or AA genotype), you have elevated baseline risk for multiple autoimmune conditions. This
doesn't mean you'll develop these diseases—most carriers remain healthy—but awareness enables proactive monitoring and early intervention. The
risk is highest for seropositive disease1717 risk is highest for seropositive disease
PTPN22 association strongest with RF-positive RA and antibody-positive
autoimmunity forms characterized by autoantibody production (RF-positive rheumatoid arthritis,
anti-thyroid antibodies in Graves' disease, anti-dsDNA in lupus).
Pay attention to early warning signs of autoimmune disease: unexplained joint pain or swelling, chronic fatigue, skin changes including vitiligo
patches or patchy hair loss, thyroid dysfunction symptoms, or recurrent inflammatory episodes. If you develop one autoimmune condition, your risk
for additional autoimmune diseases is elevated—PTPN22 R620W predisposes to clustering of autoimmune conditions1818 clustering of autoimmune conditions
Risk from 1858T allele increased
in patients with family history of other autoimmune diseases within individuals and families.
For women planning pregnancy, note that autoimmune diseases often flare postpartum due to immune system rebound. Pregnancy with known PTPN22 risk alleles warrants closer monitoring by rheumatology or immunology specialists. If you have family history of autoimmune disease combined with R620W carrier status, consider baseline autoantibody screening (ANA panel, RF, anti-TPO, anti-CCP depending on symptoms) to catch subclinical autoimmunity.
Interactions
PTPN22 R620W interacts with HLA haplotypes—the strongest autoimmune risk factors—in a synergistic rather than additive manner. Studies show no
genetic epistasis1919 Studies show no
genetic epistasis
No evidence of genetic association between PTPN22 and HLA susceptibility alleles in rheumatoid
arthritis between PTPN22 and HLA-DR shared epitope alleles in rheumatoid arthritis, suggesting
independent but convergent mechanisms. However, the combination of PTPN22 risk variant with high-risk HLA haplotypes2020 combination of PTPN22 risk variant with high-risk HLA haplotypes
PTPN22 T/T and C/T
genotypes more frequent in T1D cases without high-risk HLA DR3/4-DQ8 (HLA-DR3/4-DQ8 for type 1
diabetes, HLA-DRB1 shared epitope for RA) substantially elevates absolute disease risk beyond what either confers alone.
Within the PTPN22 locus, multiple SNPs contribute to risk2121 multiple SNPs contribute to risk
Two SNPs (rs3811021, rs3789605) on separate haplotype associated with RA independent
of R620W. Haplotype analysis shows rs2476601 interacts with rs1310182 and rs3789604: the minor
allele of rs3789604 amplifies R620W risk2222 minor
allele of rs3789604 amplifies R620W risk
rs3789604 minor allele increased R620W OR to 2.53 for homozygotes and 1.77 for
heterozygotes, while rs1310182 minor allele modestly reduces it. These haplotype effects underscore
that R620W, while the primary driver, doesn't fully account for PTPN22's autoimmune associations.
In vitiligo and alopecia areata, PTPN22 R620W combines with HLA class II variants2323 PTPN22 R620W combines with HLA class II variants
Shared genetic architecture includes rs2476601-A plus
HLA-DRB6, HLA-DQA2, HLA-DRB1, and HLA-DQA1 variants to create compound autoimmune risk affecting skin
pigmentation and hair follicles.
rs3135506
APOA5 S19W
- Chromosome
- 11
- Risk allele
- C
Genotypes
Normal Triglycerides — Normal triglyceride metabolism
Elevated Triglyceride Risk — One variant - higher triglyceride tendency
High Triglyceride Risk — Two variants - significantly higher triglycerides
APOA5 — Triglyceride Metabolism
APOA5 (Apolipoprotein A5) plays a key role in regulating triglyceride
levels. Discovered in 200111 Discovered in 2001
Pennacchio et al. An apolipoprotein influencing triglycerides in humans and mice revealed by comparative sequencing. Science, 2001 through comparative sequencing of the
APOA1/C3/A4 gene cluster, APOA5 was found to strongly influence plasma
triglyceride concentrations in both humans and mice.
The Mechanism
The S19W variant (rs3135506) causes a serine-to-tryptophan substitution at position 19 (p.Ser19Trp) in the signal peptide22 The signal peptide is a short amino-acid sequence that directs a newly made protein for secretion out of the cell of the APOA5 protein. This disrupts the signal peptide function, reducing APOA5 secretion into the bloodstream by approximately 50%. Since APOA5 normally lowers triglycerides by stimulating lipoprotein lipase activity and inhibiting VLDL production, reduced secretion leads to higher triglyceride levels.
The Evidence
The ICARIA study33 ICARIA study
Loria et al. Additive effects of LPL, APOA5 and APOE variant combinations on triglyceride levels and hypertriglyceridemia. BMC Med Genet, 2010 demonstrated that
APOA5 S19W carriers have an independent, additive triglyceride-raising
effect. Carriers of the rare allele show significantly higher levels of
large VLDLs (+133%) and small dense LDLs (+34%), creating a proatherogenic
lipid profile.
Guardiola et al.44 Guardiola et al.
Guardiola et al. APOA5 variants predispose hyperlipidemic patients to atherogenic dyslipidemia and subclinical atherosclerosis. Atherosclerosis, 2015 confirmed
that this variant predisposes carriers to atherogenic dyslipidemia and
subclinical atherosclerosis — measurable thickening of artery walls even
before symptoms appear.
High triglycerides are an independent risk factor for cardiovascular disease and pancreatitis55 Very high triglycerides (above roughly 500 mg/dL) can trigger acute pancreatitis, a serious inflammation of the pancreas.
Practical Implications
The C allele is found in about 6% of Europeans and up to 14% of Hispanics, but is rare (<2%) in East Asian and African populations. Dietary interventions — especially limiting refined carbohydrates and increasing omega-3 intake — are the primary management strategy.
Interactions
Triglyceride-raising effects are additive when combined with variants in LPL and APOE genes. If you also carry APOE E4 (rs429358), your overall cardiovascular risk is compounded.
rs4253778
PPARA intron 7 G/C
- Chromosome
- 22
- Risk allele
- C
Genotypes
Endurance Type — Optimal fat oxidation and endurance capacity
Mixed Type — Intermediate fat oxidation with enhanced cardiac adaptation
Power Type — Reduced fat oxidation, favoring power and strength
The Endurance Switch in Your Fat-Burning Engine
PPARA (Peroxisome Proliferator-Activated Receptor Alpha) is a nuclear receptor that acts as a master regulator of fatty acid oxidation, ketogenesis, and energy homeostasis. It controls how efficiently your muscles burn fat for fuel during prolonged exercise. The intron 7 G/C variant (rs4253778) alters PPARA expression by changing transcription factor binding sites11 The intronic SNP changes binding motifs for the interferon regulatory factor (IRF) family of transcription factors, affecting how much PPARA protein is produced, which cascades into differences in muscle fiber composition, fuel utilization during exercise, and how the heart adapts to physical training.
The Mechanism
The G allele preserves normal PPARA expression, promoting efficient fatty acid oxidation
in skeletal muscle and the heart. This drives a higher proportion of
type I slow-twitch muscle fibers22 type I slow-twitch muscle fibers
Slow-twitch fibers are oxygen-efficient and fatigue-resistant, ideal for endurance activities like distance running and cycling,
which are optimized for sustained aerobic activity. The C allele reduces PPARA function,
shifting muscle metabolism away from fat oxidation toward glucose utilization. This favors
type II fast-twitch fibers33 type II fast-twitch fibers
Fast-twitch fibers generate rapid, powerful contractions but fatigue quickly, suited to sprinting and power sports
and greater muscle hypertrophy, including of the heart itself.
Critically, this variant also affects cardiac remodeling. Reduced PPARA activity in C allele carriers means the heart relies more on glucose for energy, which promotes greater left ventricular growth in response to exercise or elevated blood pressure.
The Evidence
The landmark Jamshidi et al. study44 landmark Jamshidi et al. study
Jamshidi Y et al. Peroxisome proliferator-activated receptor alpha gene regulates left ventricular growth in response to exercise and hypertension. Circulation, 2002
followed 144 British Army recruits through 10 weeks of physical training and found that the
effect of the C allele on left ventricular mass was additive: GC heterozygotes gained
11.8 g of left ventricular mass (versus 6.7 g for GG), while CC homozygotes gained 19.4 g
-- a nearly 3-fold greater increase. In a separate hypertension cohort (n=1,148), the
C allele was also associated with greater left ventricular hypertrophy.
Ahmetov et al.55 Ahmetov et al.
Ahmetov II et al. PPARalpha gene variation and physical performance in Russian athletes. Eur J Appl Physiol, 2006
studied 786 Russian athletes and 1,242 controls, finding the GG genotype significantly
overrepresented in endurance athletes (80.3% vs 70.0% in controls, P=0.0001). Muscle
biopsies confirmed GG homozygotes had a higher percentage of slow-twitch fibers
(55.5% vs 38.5%, P=0.003). An increasing linear trend of C allele frequency was observed
with increasing anaerobic component of performance (P=0.029).
A meta-analysis of five studies66 meta-analysis of five studies
Lopez-Leon S et al. Sports genetics: the PPARA gene and athletes' high ability in endurance sports. A systematic review and meta-analysis. Biol Sport, 2016
pooling 760 endurance athletes and 1,792 controls confirmed the association: the G allele
had an OR of 1.65 (95% CI 1.39--1.96) for endurance ability, with no heterogeneity
(I2=0%) or publication bias.
Conversely, Petr et al.77 Petr et al.
Petr M et al. PPARA intron polymorphism associated with power performance in 30-s anaerobic Wingate Test. PLoS ONE, 2014
showed that C allele carriers among Czech ice hockey players achieved significantly higher
anaerobic peak power (14.6 vs 13.9 W/kg, P=0.036), supporting the C allele's role in
power-oriented performance.
A training response study88 training response study
Leońska-Duniec A et al. The polymorphisms of the peroxisome-proliferator activated receptors' alfa gene modify the aerobic training induced changes of cholesterol and glucose. J Clin Med, 2019
in 168 women found CC homozygotes had unfavorable metabolic responses to 12 weeks of
aerobic training: LDL cholesterol increased (79 to 95 mg/dL) and glucose rose (70.5 to
78.2 mg/dL), while GG and GC carriers showed beneficial decreases.
Practical Implications
Your PPARA intron 7 genotype helps explain which type of physical activity suits your body best. GG carriers are genetically predisposed to excel in endurance sports and benefit from aerobic exercise through efficient fat burning. CG carriers have intermediate characteristics, maintaining some endurance capacity while gaining more from strength-oriented training. CC carriers are oriented toward power and strength, but should pay attention to their cardiovascular and metabolic response to exercise -- particularly monitoring LDL cholesterol and ensuring they include adequate aerobic conditioning.
The cardiac hypertrophy finding is important for any C allele carrier who trains intensely: it represents an exaggerated but physiological adaptation, not a disease state, but it may warrant echocardiographic monitoring for athletes in high-volume training programs.
Interactions
PPARA rs4253778 interacts with the L162V variant (rs1800206) in the same gene. The L162V variant alters the DNA-binding domain of the PPARA protein and affects lipid metabolism independently. Carrying unfavorable alleles at both positions may compound the impact on cholesterol response to exercise. The C allele at rs4253778 combined with the Val162 allele at rs1800206 has been associated with more pronounced adverse lipid changes during training.
PPARA also interacts functionally with ACTN3 (rs1815739), which independently influences muscle fiber composition. The ACTN3 XX genotype (alpha-actinin-3 deficiency) combined with the PPARA GG genotype would strongly favor endurance, while ACTN3 RR with PPARA CC would favor power.
rs53576
OXTR Intronic A>G
- Chromosome
- 3
- Risk allele
- A
Genotypes
Lower Social Sensitivity — Two copies of the A allele — reduced social buffering, independent stress coping
High Social Sensitivity — Two copies of the social sensitivity allele — enhanced empathy and strong social buffering
Moderate Social Sensitivity — One copy of the social sensitivity allele — intermediate empathy and stress buffering
The Oxytocin Receptor — Your Social Sensitivity Dial
The OXTR gene encodes the
oxytocin receptor11 oxytocin receptor
A G-protein coupled receptor expressed throughout the brain, uterus, and cardiovascular system that mediates the effects of the neuropeptide oxytocin,
the protein through which the neuropeptide oxytocin exerts its wide-ranging
effects on social bonding, empathy, trust, and stress regulation. Oxytocin
is sometimes called the "love hormone," but its biology is far more nuanced
than that label suggests — it modulates social salience, making social cues
more prominent, for better or worse.
The rs53576 variant is a common A-to-G polymorphism in
intron 322 intron 3
An intron is a non-coding region within a gene. While it doesn't change the protein sequence, intronic variants can affect gene expression by altering regulatory elements, mRNA splicing, or chromatin structure
of the OXTR gene on chromosome 3. Despite not directly altering the receptor
protein, it is the single most studied variant in the oxytocin system, with
over 245 published studies linking it to differences in empathy, stress
reactivity, social behavior, and mental health outcomes. The G allele is
generally associated with enhanced social sensitivity and greater benefit from
social support, while the A allele is associated with reduced empathy scores,
lower parental sensitivity, and diminished stress buffering from social
connections.
The Mechanism
As an intronic variant, rs53576 does not change the amino acid sequence of
the oxytocin receptor itself. Its functional effects are thought to arise
through regulatory mechanisms — potentially influencing OXTR gene expression
levels, mRNA stability, or
epigenetic modification33 epigenetic modification
DNA methylation at the OXTR locus has been shown to affect receptor expression; rs53576 genotype may influence susceptibility to methylation changes that alter how much receptor protein is produced.
The variant is in complete
linkage disequilibrium44 linkage disequilibrium
LD means two genetic variants are inherited together so frequently that knowing one genotype effectively predicts the other
with rs4686302, a missense variant in OXTR that causes a Thr-to-Met amino
acid change — raising the possibility that rs53576 is a marker for a
functional change at this nearby site.
Neuroimaging studies55 Neuroimaging studies
Tost H et al. A common allele in the oxytocin receptor gene impacts prosocial temperament and human hypothalamic-limbic structure and function. PNAS, 2010
have shown that A-allele carriers have altered hypothalamic and amygdala
structure and function. Male A-allele carriers show reduced hypothalamic
volume and increased amygdala volume compared to GG carriers, and these
structural differences predict lower scores on prosocial temperament
measures. These findings suggest the variant shapes the neural architecture
underlying social cognition.
The Evidence
The landmark
Rodrigues et al. 2009 study66 Rodrigues et al. 2009 study
Rodrigues SM et al. Oxytocin receptor genetic variation relates to empathy and stress reactivity in humans. PNAS, 2009
first established the behavioral significance of rs53576 in 192
participants. GG homozygotes were 22.7% less likely to make errors on the
Reading the Mind in the Eyes Test (a measure of empathic accuracy) and
showed lower heart-rate reactivity during a startle anticipation task
compared to A-allele carriers.
Saphire-Bernstein et al. (2011)77 Saphire-Bernstein et al. (2011)
Saphire-Bernstein S et al. Oxytocin receptor gene is related to psychological resources. PNAS, 2011
extended these findings to psychological resources in 348 participants:
A-allele carriers had lower optimism, self-esteem, and mastery, along with
higher depressive symptomatology. The effect on depression appeared to be
mediated by reduced psychological resources.
A pivotal study by
Chen et al. (2011)88 Chen et al. (2011)
Chen FS et al. Common oxytocin receptor gene polymorphism and social support interact to reduce stress in humans. PNAS, 2011
demonstrated genotype-dependent social buffering in 194 men. G-allele
carriers who received social support before a psychosocial stress test
showed significantly lower cortisol and subjective stress responses, while
AA homozygotes derived much less benefit from the same social support. This
is one of the clearest demonstrations that rs53576 modulates the stress-
protective effects of social connection.
The
Li et al. 2015 meta-analysis99 Li et al. 2015 meta-analysis
Li J et al. Association of OXTR rs53576 polymorphism with sociality: a meta-analysis. PLoS ONE, 2015
pooled 24 samples (n=4,955) and confirmed that GG homozygotes show
greater general sociality than A-allele carriers (Cohen's d=0.11). However,
the effect was specific to general social behavior and did not extend to
close relationships, suggesting rs53576 primarily affects broader social
orientation rather than intimate bonding.
A
2021 systematic review by Chander et al.1010 2021 systematic review by Chander et al.
Chander RJ et al. The influence of rs53576 polymorphism in the OXTR gene on empathy in healthy adults by subtype and ethnicity. Psychoneuroendocrinology, 2021
found that the GG-empathy association was significant primarily in young to
middle-aged adults and showed differential effects by ethnicity, with
stronger cognitive empathy differences in Asian cohorts.
Practical Implications
This is fundamentally a gene-environment variant. The rs53576 genotype does
not operate in isolation — its effects are consistently modulated by the
social environment. G-allele carriers appear to be more socially sensitive
in both positive and negative directions: they benefit more from social
support but are also more affected by social adversity.
Bradley et al. (2013)1111 Bradley et al. (2013)
Bradley B et al. Association between childhood maltreatment and adult emotional dysregulation: moderation by oxytocin receptor gene. Dev Psychopathol, 2013
found that GG carriers exposed to severe childhood maltreatment showed
greater emotional dysregulation than A carriers — consistent with a
differential susceptibility model where the G allele amplifies
environmental influence rather than simply being "better."
For GG and AG individuals, the practical takeaway is that social connection is not just pleasant but physiologically protective. Investing in close relationships, seeking support during stress, and maintaining social engagement may be especially important for stress management. For AA individuals, the biology suggests that solitary stress-management strategies (exercise, mindfulness, structured routines) may be relatively more effective than relying primarily on social support.
Population frequencies vary dramatically across ancestries. The A allele
predominates in East Asian populations (~65%), while the G allele
predominates in European (~68%) and African (~77%) populations. Cultural
factors interact with these genetic differences:
Kim et al. (2010)1212 Kim et al. (2010)
Kim HS et al. Culture, distress, and oxytocin receptor polymorphism interact to influence emotional support seeking. PNAS, 2010
showed that the GG-genotype association with emotional support seeking under
distress appeared in American but not Korean participants, suggesting that
cultural norms modulate how genetic sensitivity is expressed behaviorally.
Interactions
OXTR rs53576 likely interacts with COMT rs4680 (Val158Met) in shaping social-emotional phenotypes. COMT determines dopamine clearance speed in the prefrontal cortex — slow COMT (Met/Met) increases baseline dopamine and emotional sensitivity, while fast COMT (Val/Val) clears dopamine rapidly. An individual carrying both OXTR GG (high social sensitivity) and COMT Met/Met (high emotional reactivity) may experience amplified responses to social environments, both positive and negative. Conversely, OXTR AA combined with COMT Val/Val could produce a profile of relative emotional and social resilience. While this interaction has theoretical grounding in overlapping neurocircuitry, direct gene-gene interaction studies at the rs53576-by-rs4680 level are preliminary.
rs662
PON1 Q192R
- Chromosome
- 7
- Risk allele
- G
Genotypes
Enhanced Antioxidant — Superior LDL protection, reduced organophosphate clearance
Intermediate Metabolizer — Balanced organophosphate detoxification and LDL protection
Enhanced Detoxifier — Superior organophosphate clearance, reduced cardiovascular protection
PON1 Q192R — Your HDL's Antioxidant Power
Paraoxonase-1 (PON1) is an enzyme that rides on HDL particles11 HDL particles
High-density lipoprotein, often called "good cholesterol," transports cholesterol from tissues back to the liver in your bloodstream, where it performs two critical jobs: detoxifying organophosphate pesticides22 organophosphate pesticides
Compounds widely used in agriculture that can be neurotoxic; PON1 breaks down their active metabolites and protecting LDL cholesterol from oxidative damage33 oxidative damage
Oxidized LDL is a key driver of atherosclerosis, the buildup of plaques in artery walls. The Q192R variant creates two functionally different versions of the enzyme with a striking tradeoff: the R variant is better at breaking down pesticides, while the Q variant is superior at preventing LDL oxidation and protecting against cardiovascular disease.
The Mechanism
The Q192R polymorphism results from an A>G nucleotide change that exchanges an arginine (R) for glutamine (Q) at position 192 of the protein
. This amino acid substitution alters the enzyme's active site44 active site
The region of an enzyme where substrates bind and chemical reactions occur, changing its catalytic efficiency for different substrates.
The Q isoform can reduce copper-mediated LDL oxidation by 58-61%, whereas the R genotype inhibits LDL oxidation by only 36-48% . However, the situation reverses for organophosphate metabolism— purified PON192 alloforms show the R variant has higher catalytic efficiency for hydrolysis of specific oxon substrates , making RR individuals better protected against pesticide poisoning but more vulnerable to cardiovascular disease.
The Evidence
The cardiovascular implications are substantial.
In a Saudi study of 2,456 individuals, the RR genotype was associated with CAD risk with an OR of 2.2 (95% CI 1.4-7.4, p < 0.01), independent of age, gender, smoking, obesity, and diabetes .
In Chinese Han individuals, after adjusting for conventional risk factors, 192R allele carriers had a significantly higher risk of CAD than other allele carriers . The mechanism is clear: the diminished ability of the RR variant genotype of PON1 to blunt LDL oxidation allows oxidized LDL to accumulate in artery walls.
Interestingly, the cardiovascular risk associated with the R allele shows ethnic variation55 ethnic variation
Genetic risk can vary across populations due to differences in genetic background and environmental exposures.
In Asian populations, the 192R allele was a susceptible factor for type 2 diabetes, but represented a protective factor in the European population (OR = 0.66, 95% CI = 0.45-0.98) under a heterozygous genetic model . This may reflect different patterns of oxidative stress, diet, or gene-gene interactions across populations.
For organophosphate exposure, the evidence is also compelling.
A meta-analysis of nine studies with 1,042 patients showed that the PON1 192Q polymorphism increases the risk of organophosphate toxicity , with significant associations among Caucasian populations .
In Colombian coffee harvesters, the 192Q genotype was associated with hypertension , potentially reflecting both cardiovascular vulnerability and cumulative pesticide exposure effects.
Practical Implications
Your genotype shapes how your body handles two distinct challenges: protecting your arteries from oxidative damage and clearing environmental toxins. QQ individuals have superior antioxidant protection but are more vulnerable to organophosphate toxicity. RR individuals have the opposite profile—better pesticide clearance but reduced cardiovascular protection. Heterozygotes (QR) fall somewhere in between.
For cardiovascular health, tomato juice consumption reduced LDL oxidation and improved antioxidant status in R-allele carriers, but not in the QQ genotype group , suggesting dietary antioxidants may compensate for the R variant's reduced intrinsic antioxidant capacity. Polyphenol-rich foods (berries, green tea, dark chocolate, olive oil) provide similar oxidized LDL protection.
If you have occupational or recreational exposure to organophosphate pesticides (agricultural work, home gardening with conventional pesticides), your Q192R genotype affects your vulnerability. QQ individuals should be especially cautious about pesticide exposure, using protective equipment and favoring organic produce when practical.
Interactions
The Q192R polymorphism interacts with PON1 L55M (rs854560)66 PON1 L55M (rs854560)
Another PON1 variant affecting enzyme expression levels; the M allele is associated with lower PON1 concentrations in the same gene.
The 55M homozygotes have over 50% less activity toward paraoxon compared to the LL and LM genotypes regardless of the 192 genotype, and the 55 polymorphism accounts for 16% of the variation in PON1 activity . The combination of Q192R with unfavorable L55M genotypes compounds cardiovascular risk and pesticide sensitivity.
In rheumatoid arthritis patients, the TLQ haplotype (combining promoter, L55M, and Q192R variants) was associated with low PON1 activity (OR = 2.29) and low PON1 protein levels (OR = 1.65) , demonstrating how multiple PON1 variants can synergistically impair enzyme function.
rs762551
CYP1A2 *1F
- Chromosome
- 15
- Risk allele
- C
Genotypes
Intermediate Metabolizer — Intermediate caffeine metabolizer
Fast Metabolizer — Fast caffeine metabolizer
Slow Metabolizer — Slow caffeine metabolizer - limit intake
CYP1A2 - The Caffeine Gene
CYP1A2 is the enzyme responsible for metabolizing approximately 95% of caffeine in the body. Your CYP1A2 genotype largely determines whether you are a "fast" or "slow" caffeine metabolizer, which has implications not just for how coffee affects you but potentially for your cardiovascular health.
The Mechanism
The CYP1A2*1F variant11 rs762551 is located in intron 1 of the gene and affects
the inducibility22 Inducibility: how readily the gene is switched on in response to external triggers of CYP1A2 expression. The A allele is associated with higher
enzyme inducibility - meaning the enzyme is more readily upregulated in response
to inducers like caffeine itself, cigarette smoke, and cruciferous vegetables.
The C allele has lower inducibility, resulting in slower caffeine clearance.
The functional significance was first described by Sachse et al. in 199933 Sachse et al. in 1999
Sachse C et al. Functional significance of a C>A polymorphism in intron 1 of CYP1A2. Br J Clin Pharmacol, 1999.
Coffee and Heart Health
A landmark study by Cornelis et al. (2006) in JAMA44 Cornelis et al. (2006) in JAMA
Cornelis MC et al. Coffee, CYP1A2 Genotype, and Risk of Myocardial Infarction. JAMA, 2006 found that slow caffeine
metabolizers (CC genotype) who drank 2-3 cups of coffee daily had a significantly
increased risk of heart attack, while fast metabolizers (AA genotype) actually
showed a protective effect from the same amount of coffee. This gene-diet
interaction suggests that the cardiovascular effects of coffee depend on how
quickly you clear caffeine from your system. A follow-up study by Palatini et al.55 Palatini et al.
Palatini P et al. CYP1A2 genotype modifies the association between coffee intake and hypertension risk. J Hypertens, 2009
confirmed the interaction with hypertension risk.
The Half-Life Difference
Fast metabolizers (AA) clear caffeine with a half-life of about 4 hours, while slow metabolizers (CC) may have a half-life of 8-12 hours or more. This means a cup of coffee at noon could still have significant caffeine levels in your blood at midnight if you are a slow metabolizer, potentially disrupting sleep architecture even if you feel you sleep "fine."
Beyond Caffeine
CYP1A2 also metabolizes several medications including theophylline (asthma), clozapine (schizophrenia), and melatonin. Slow metabolizers may need dose adjustments for these drugs. The enzyme is also involved in the bioactivation of certain procarcinogens66 Procarcinogens are harmless until the body's enzymes convert them into cancer-causing compounds from grilled meat, making its activity relevant to cancer risk assessment.
Practical Implications
If you are AA (fast metabolizer), moderate coffee consumption (2-4 cups daily) appears safe and potentially beneficial. If you are CC (slow metabolizer), limiting caffeine to 1-2 cups consumed in the morning is prudent. Pay attention to sleep quality - slow metabolizers often do not realize that afternoon caffeine is compromising their sleep.
rs10490924
ARMS2 A69S
- Chromosome
- 10
- Risk allele
- T
Genotypes
Normal Risk — Standard genetic risk for age-related macular degeneration
Moderately Increased Risk — Moderately elevated genetic risk for age-related macular degeneration
High Risk — Substantially elevated genetic risk for age-related macular degeneration
ARMS2 A69S — The Second Strongest Genetic Risk Factor for Macular Degeneration
Age-related macular degeneration (AMD) is the leading cause of irreversible blindness11 leading cause of irreversible blindness
AMD affects central vision, making it difficult to read, drive, or recognize faces in people over 65 in developed countries. The ARMS2 gene produces a protein found in retinal pigment epithelium cells and immune cells22 retinal pigment epithelium cells and immune cells
These cells clear cellular debris and protect the retina from oxidative stress, particularly under oxidative stress. The A69S variant (rs10490924) is the second strongest genetic risk factor for AMD after complement factor H (CFH), with the T allele increasing risk substantially.
The Mechanism
The rs10490924 variant changes a single DNA letter from G to T in exon 1 of the ARMS2 gene. This missense mutation converts alanine to serine33 missense mutation converts alanine to serine
The amino acid change from Ala→Ser at position 69 alters protein structure at position 69 of the ARMS2 protein. The variant is in strong linkage disequilibrium with an insertion-deletion mutation44 linkage disequilibrium with an insertion-deletion mutation
del443ins54 in the 3' UTR removes the polyadenylation signal, causing mRNA instability in the 3' untranslated region that destabilizes mRNA.
Research using CRISPR gene editing in patient-derived retinal cells55 CRISPR gene editing in patient-derived retinal cells
Study isolated rs10490924 effects from tightly linked variants using iPSC-derived RPE cells demonstrated that rs10490924 specifically increases oxidative stress in retinal pigment epithelium (RPE) cells. The T allele reduces expression of superoxide dismutase 2 (SOD2)66 superoxide dismutase 2 (SOD2)
Mitochondrial enzyme that converts harmful superoxide radicals to less reactive hydrogen peroxide, a critical mitochondrial antioxidant enzyme. This leads to accumulation of reactive oxygen species (ROS) and oxidative damage in aging retinal cells.
Importantly, individuals homozygous for the TT genotype show complete absence77 homozygous for the TT genotype show complete absence
ARMS2 protein undetectable in monocytes and microglia from TT homozygotes of ARMS2 protein in their immune cells. The normal ARMS2 protein functions as a complement activator that binds dying cells88 complement activator that binds dying cells
Recruits properdin to enhance C3b opsonization for phagocytosis, helping clear cellular debris through the complement system. Without functional ARMS2, cellular debris and damaged proteins accumulate on Bruch's membrane99 damaged proteins accumulate on Bruch's membrane
The extracellular matrix between RPE and choroid blood supply, forming drusen deposits characteristic of AMD.
The Evidence
Multiple large-scale studies have quantified AMD risk by ARMS2 genotype. The European Eye Study of 4,276 participants1010 European Eye Study of 4,276 participants
Population-based study across 7 European countries found that TT homozygotes had a 10-fold increased risk of late AMD compared to GG carriers (OR 10.0, p<3×10⁻²⁰). Even GT heterozygotes showed substantially elevated risk.
The Beaver Dam Eye Study followed 4,282 people1111 Beaver Dam Eye Study followed 4,282 people
20-year longitudinal study with genetic and phenotype data for 20 years, providing lifetime risk estimates. By age 80, individuals with 3-4 risk alleles in CFH and ARMS2 combined had a 15.3% cumulative risk of late AMD, compared to only 1.4% in those with 0-1 risk alleles. The ARMS2 TT genotype was present in only 4.7% of the population but conferred substantial risk.
A meta-analysis pooling data from multiple populations1212 meta-analysis pooling data from multiple populations
Analysis included 6,676 neovascular AMD cases and 7,668 controls showed TT homozygotes had an 8.6-fold increased risk of AMD compared to GG (OR 8.57, 95% CI 6.91-10.64), while GT heterozygotes had a 2.4-fold increase (OR 2.35, 95% CI 2.01-2.75). The effect was consistent across European, Asian, and Middle Eastern populations, though the CFH Y402H variant shows ethnic variation1313 CFH Y402H variant shows ethnic variation
Common in Europeans but rare in East Asians, where CFH I62V is more relevant.
Importantly, the ARMS2 risk appears strongest for earlier disease onset1414 ARMS2 risk appears strongest for earlier disease onset
Homozygous carriers develop late AMD 9.6 years earlier than non-risk carriers. Carriers of the risk haplotype are diagnosed with late AMD nearly a decade earlier on average, and the variant particularly increases risk of choroidal neovascularization (the "wet" form of AMD).
Practical Implications
While you cannot change your ARMS2 genotype, research from the Age-Related Eye Disease Study 2 (AREDS2)1515 Age-Related Eye Disease Study 2 (AREDS2)
Randomized trial of 4,203 participants with intermediate AMD provides clear evidence that nutritional supplementation can slow AMD progression. The AREDS2 formula—containing vitamin C (500 mg), vitamin E (400 IU), lutein (10 mg), zeaxanthin (2 mg), zinc (25-80 mg), and copper (2 mg)—reduced progression to advanced AMD by approximately 25% over 5 years in people with intermediate AMD.
The 10-year follow-up showed that lutein and zeaxanthin were more protective than beta-carotene1616 lutein and zeaxanthin were more protective than beta-carotene
Direct comparison showed 15% lower late AMD risk with lutein/zeaxanthin vs beta-carotene, with those taking lutein/zeaxanthin showing an 18% lower risk of progression compared to beta-carotene. Importantly, genetic testing adds little to risk assessment—AREDS2 analysis confirmed that supplements benefit all genotypes equally1717 supplements benefit all genotypes equally
No significant interaction between ARMS2/CFH genotype and supplement efficacy, though individuals with the lowest dietary intake of lutein and zeaxanthin benefited most (26% risk reduction).
Beyond supplements, environmental factors interact with ARMS2 genetics. Smoking dramatically amplifies genetic risk1818 Smoking dramatically amplifies genetic risk
ARMS2 TT smokers have especially high AMD risk; interaction p=0.001, particularly for TT carriers. The interaction is so strong that the American Academy of Ophthalmology recommends smoking cessation as the single most important modifiable risk factor for AMD.
Regular monitoring is crucial for at-risk individuals. The Amsler grid test can detect early changes1919 Amsler grid test can detect early changes
Simple at-home test using a grid pattern to detect distortion in central vision in central vision, and comprehensive dilated eye exams can identify drusen deposits and pigmentary changes before vision loss occurs. Early detection of wet AMD enables prompt treatment with anti-VEGF injections2020 anti-VEGF injections
Drugs like ranibizumab and aflibercept that block abnormal blood vessel growth, which can preserve vision if started early.
Interactions
The ARMS2 A69S variant shows important interactions with other AMD risk genes, particularly CFH Y402H (rs1061170). Individuals who are homozygous for both high-risk genotypes (ARMS2 TT and CFH CC) face especially high AMD risk. The Beaver Dam study found those doubly homozygous2121 Beaver Dam study found those doubly homozygous
Carrying 4 risk alleles across CFH and ARMS2 had an odds ratio of 62.3 (95% CI 16-242) for late AMD, with p-values for trend reaching 1×10⁻²⁶.
This compound risk is clinically meaningful. While ARMS2 and CFH are on different chromosomes and segregate independently, their combined effect is multiplicative rather than merely additive. For individuals carrying both high-risk genotypes, cumulative lifetime risk of late AMD by age 80 approaches 27%, compared to under 2% for those with no risk alleles. Such individuals warrant especially aggressive monitoring, early AREDS2 supplementation, and lifestyle modification including strict smoking avoidance.
The mechanisms appear complementary: ARMS2 deficiency impairs complement-mediated clearance of cellular debris, while CFH variants reduce regulation of complement activation. Together, these create a "perfect storm" of inadequate debris clearance and excessive inflammation, accelerating drusen formation and RPE dysfunction.
rs10741657
CYP2R1 promoter variant
- Chromosome
- 11
- Risk allele
- A
Genotypes
Normal Activation — Normal vitamin D activation
Reduced Activation — Reduced vitamin D activation
Low Activation — Significantly reduced vitamin D activation
CYP2R1 — The Vitamin D Activation Enzyme
CYP2R1 is a cytochrome P450 enzyme in the liver that performs the first hydroxylation step in vitamin D activation. It converts vitamin D3 11 Cholecalciferol: the form of vitamin D produced in the skin from sunlight or taken as a supplement (cholecalciferol, from sun exposure or supplements) into 25-hydroxyvitamin D (25(OH)D, also called calcidiol) 22 Calcidiol is the circulating storage form with a half-life of about 3 weeks — the standard marker for vitamin D status, which is the form measured in standard blood tests. Without this conversion step, vitamin D3 remains biologically inactive.
The Mechanism
The rs10741657 variant is located in the promoter region of the CYP2R1 gene, affecting how much enzyme is produced 33 Promoter variants don't change the protein itself — they change how much of the protein the cell makes. The A allele reduces CYP2R1 transcription, resulting in lower enzyme levels in the liver. This means that for a given amount of vitamin D3 intake (from sun or supplements), less is converted to the active 25(OH)D form. Genome-wide association studies (GWAS) have consistently identified this variant as one of the strongest genetic determinants of circulating 25(OH)D levels.
The Evidence
A GWAS meta-analysis involving over 79,000 individuals44 A GWAS meta-analysis involving over 79,000 individuals
Jiang X et al. Nature Communications 2018 — GWAS in 79,366 Europeans on the genetic architecture of 25(OH)D levels confirmed that variants
near CYP2R1, including rs10741657, significantly affect blood 25(OH)D
concentrations. A systematic review and meta-analysis55 systematic review and meta-analysis
Duan L et al. Effects of CYP2R1 gene variants on vitamin D levels and status, 2018
found that carriers of risk alleles had an increased risk of vitamin D deficiency
(OR 1.09, 95% CI 1.03-1.15). Carriers of the A allele have lower baseline
25(OH)D levels and may require higher vitamin D3 doses to achieve the same
blood levels as non-carriers.
The Double Hit with VDR
If you carry both a CYP2R1 activation variant (less D3 converted to 25(OH)D) and a VDR receptor variant (cells respond less to circulating vitamin D), you face a compounded challenge. You produce less active vitamin D AND your cells are less responsive to what you do produce. This makes vitamin D optimization through testing and supplementation particularly important.
Practical Implications
If you carry the A allele, you likely need higher vitamin D3 supplementation doses than the general recommendation to achieve optimal blood levels. The only way to know your ideal dose is to test, supplement, and retest. Many people with this variant find they need 3,000-5,000 IU daily (or more) to maintain optimal levels, especially in winter months or at higher latitudes.
Interactions
CYP2R1 interacts with VDR (rs1544410) — reduced activation combined with reduced receptor sensitivity creates a compounded vitamin D challenge.
rs1205
CRP +1846C>T
- Chromosome
- 1
- Risk allele
- C
Genotypes
Intermediate CRP — Moderate genetic influence on baseline inflammation
Low Baseline CRP — Genetically lower baseline inflammatory markers with context-dependent effects
High Baseline CRP — Genetically higher baseline inflammatory markers
C-Reactive Protein Levels — A Genetic Thermostat for Inflammation
C-reactive protein (CRP) is one of the body's oldest inflammatory markers, a pentameric protein synthesized by the liver in response to interleukin-6 signaling. During acute infection or injury, CRP levels can surge 1,000-fold within 24 hours11 CRP levels can surge 1,000-fold within 24 hours
CRP is a sensitive acute-phase reactant, making it a valuable clinical marker. But baseline CRP levels — the levels you carry when you're healthy — are substantially influenced by genetics, with 30-40% of variation explained by genetic factors22 30-40% of variation explained by genetic factors
Heritability studies estimate genetic contribution at 30-40%. The rs1205 polymorphism in the 3' untranslated region (3' UTR) of the CRP gene is among the strongest genetic determinants of these baseline levels.
The Mechanism
The rs1205 variant sits at position +1846 in the 3' UTR of the CRP gene on chromosome 1q23.2 . This region doesn't change the amino acid sequence of the CRP protein, but it regulates how much protein gets made. The 3' UTR contains binding sites for microRNAs and RNA-binding proteins that control mRNA stability and translation efficiency.
The rs1205 polymorphism likely acts as a molecular switch, differentially influenced by distinct molecular environments .
The direction of effect is context-dependent and somewhat paradoxical.
In healthy populations, the G allele (encoded as C/G in dbSNP) associates with elevated CRP levels (P < 1.2 × 10⁻⁶) . However, in Chinese Han populations, the minor T allele associated with 24-38% decreases in plasma CRP levels . This ethnic variation reflects different baseline haplotype structures and linkage patterns with other functional variants in the CRP gene.
The Evidence
The rs1205-CRP relationship is one of the most consistently replicated associations in inflammation genetics.
A Stanford Asian Pacific Program study of 945 siblings found the G allele strongly associated with both elevated CRP (P < 1.2 × 10⁻⁶) and higher 2-hour post-glucose-challenge glucose levels (β = 0.46, P = 0.00090) , suggesting this variant influences glucose metabolism through inflammatory pathways.
In 327 postmenopausal Brazilian women, the CC genotype showed 1.53 times higher prevalence of low-grade chronic inflammation (hs-CRP ≥3 mg/L) compared to T allele carriers . This chronic low-grade inflammation is a key mechanism linking obesity, metabolic syndrome, and cardiovascular disease.
In early rheumatoid arthritis patients, the TT genotype was associated with a 50% reduction in baseline CRP levels (from 16.7 to 8.4 mg/L, P = 0.005) , though this effect disappeared after one year of treatment, suggesting the variant primarily affects constitutional rather than disease-driven CRP production.
The clinical implications extend to severe disease outcomes.
In COVID-19 patients, the TT genotype was associated with dramatically higher mortality rates (OR 9.74, 95% CI 7.87-12.06, P < 0.0001) , a finding that appears paradoxical given TT carriers typically have lower baseline CRP. This suggests the variant may impair CRP's normal acute-phase response capacity during severe infection.
The CRP-lowering T allele is overrepresented in systemic lupus erythematosus, where it interacts with type I interferon signaling to produce inappropriately low CRP responses despite active inflammation .
Practical Implications
Your rs1205 genotype influences your baseline inflammatory set point — the CRP level your body maintains in the absence of acute illness. This matters because elevated hs-CRP independently predicts all-cause mortality (RR 1.75), cardiovascular mortality (RR 2.03), and cancer mortality (RR 1.25) .
For CC homozygotes — particularly those with elevated waist circumference, obesity, or metabolic syndrome — the combination of genetic predisposition and environmental factors can create persistent low-grade inflammation. This inflammatory state accelerates atherosclerosis, insulin resistance, and risk of type 2 diabetes.
The good news: CRP levels are modifiable. Weight loss reduces CRP by approximately 0.13 mg/L per kilogram lost. Regular aerobic exercise lowers CRP by 0.34-0.59 mg/L. Mediterranean dietary patterns can reduce CRP by ~1.0 mg/L. Smoking cessation in people with established cardiovascular disease reduces CRP by 0.40 mg/L, with greater benefits the longer one remains smoke-free.
Interactions
The rs1205 variant commonly exists in haplotypes with other CRP SNPs, particularly rs1130864, rs3093059, and rs2794521.
The CGCA haplotype (rs1205-C, rs1130864-G, rs2794521-C, rs3093059-A) is associated with decreased type 2 diabetes risk (OR 0.83) .
In Asian/Pacific Islanders, rs1205 shows stronger effects on CRP than in Europeans (geometric mean change 1.65 vs 1.25 mg/L) , suggesting gene-environment or gene-ancestry interactions.
rs1799883
FABP2 Ala54Thr
- Chromosome
- 4
- Risk allele
- A
Genotypes
Normal Absorption — Normal fat absorption
Enhanced Absorption — Increased fat absorption
High Absorption — Significantly increased fat absorption
FABP2 — Fat Absorption Efficiency
FABP2 (Fatty Acid Binding Protein 2) is expressed in intestinal cells and is responsible for intracellular transport of dietary fatty acids11 Inside enterocytes (intestinal absorptive cells), FABP2 shuttles fatty acids from the cell membrane to the endoplasmic reticulum for processing.
The Mechanism
The Ala54Thr variant (rs1799883) is a missense mutation in exon 2 of FABP2,
where an adenine replaces guanine at the DNA level, substituting alanine with
threonine at position 54 of the protein (p.Ala54Thr). Baier et al.22 Baier et al.
Baier et al. An amino acid substitution in the human intestinal fatty acid binding protein is associated with increased fatty acid binding, increased fat oxidation, and insulin resistance. J Biol Chem, 1995 demonstrated that the
threonine-containing protein has a 2-fold greater affinity for long-chain
fatty acids than the alanine-containing protein, leading to more efficient
fat absorption from the intestine.
The Evidence
The original discovery by Baier et al.33 original discovery by Baier et al.
Baier et al. J Biol Chem, 1995 in Pima Indians showed that
Thr54 carriers had higher fasting insulin, lower insulin-stimulated glucose
uptake, and higher fat oxidation rates. The threonine variant increases the
protein's affinity for long-chain fatty acids by approximately 2-fold.
Carriers of the Thr allele absorb more calories from fat44 Studies estimate Thr carriers may absorb roughly 20-30% more long-chain fatty acids per meal than Ala/Ala individuals, which can contribute to weight gain when fat intake is high.
A meta-analysis by Zhao et al.55 meta-analysis by Zhao et al.
Zhao et al. Association between FABP2 Ala54Thr polymorphisms and T2DM risk: a HuGE review and meta-analysis. Lipids Health Dis, 2014 found significant
associations with type 2 diabetes in Asian populations (OR 1.19, 95% CI
1.05-1.36) but not in Caucasians. The evidence for obesity association
is mixed, with some meta-analyses finding no significant effect on BMI.
Practical Implications
The Thr allele is common across all populations (24-33% frequency), with slightly higher frequency in South Asian and East Asian groups. The practical significance is moderate — this variant matters most when combined with high dietary fat intake, where increased absorption efficiency can contribute to excess calorie intake and insulin resistance.
Interactions
FABP2 Ala54Thr interacts with total dietary fat intake — the variant's metabolic effects are more pronounced on high-fat diets. If you also carry TCF7L2 risk alleles (rs7903146), moderating fat intake becomes doubly important.
rs1800795
IL6 -174G/C
- Chromosome
- 7
- Risk allele
- G
Genotypes
Intermediate IL-6 Producer — Intermediate IL-6 production — balanced inflammatory profile
Low IL-6 Producer — Lower baseline IL-6 production with slower exercise recovery
High IL-6 Producer — Highest IL-6 production — strong inflammatory responder with power advantage
Interleukin-6: The Exercise Cytokine With a Double Edge
Interleukin-6 (IL-6) is one of the most versatile signalling molecules in the human
body. Produced by immune cells, fat tissue, and — critically — by working skeletal
muscle, it acts as both a pro-inflammatory cytokine11 pro-inflammatory cytokine
a signalling protein that
promotes inflammation as part of the immune response and an anti-inflammatory
myokine22 myokine
a cytokine released by muscle fibres during contraction, with systemic
metabolic effects. The -174G/C promoter variant (rs1800795) sits 174 base pairs
upstream of the IL6 gene on chromosome 7 and directly controls how much IL-6 your
cells produce.
The Mechanism
The G allele at position -174 creates a promoter sequence with higher
transcriptional activity33 transcriptional activity
the rate at which a gene is read and converted into
mRNA, which then becomes protein. In reporter gene assays, the G allele drives
roughly 2-fold higher IL6 transcription compared to the C allele. This difference
is mediated by a binding site for the transcription factor
NF-144 NF-1
Nuclear Factor 1, a transcription factor that represses IL6 expression
when bound to the -174C sequence: the C allele creates this repressive binding
site, while the G allele abolishes it, allowing uninhibited transcription.
The consequence is straightforward: GG homozygotes produce the most IL-6 at baseline
and under stress, CG heterozygotes produce intermediate amounts, and CC homozygotes
produce the least. After stimulation by
LPS55 LPS
lipopolysaccharide, a bacterial endotoxin that triggers immune activation
or IL-1, the G allele construct shows a robust increase in expression while the
C allele construct remains largely unresponsive.
The Evidence
The -174G/C variant is one of the most studied cytokine polymorphisms, with evidence spanning cardiovascular disease, diabetes, exercise physiology, and ageing.
Cardiovascular risk: A meta-analysis of 74 studies with 86,229 subjects66 meta-analysis of 74 studies with 86,229 subjects
Rodriguez-Perez et al. Interleukin 6 (rs1800795) gene polymorphism is associated
with cardiovascular diseases. EXCLI Journal, 2019
found the C allele associated with increased cardiovascular disease risk
(dominant model OR 1.12, 95% CI 1.07-1.18). The association was strongest for
coronary artery disease (homozygous OR 1.50) and in Chinese populations
(allelic OR 1.36).
Exercise-induced muscle damage: Yamin et al.77 Yamin et al.
IL6 (-174) and TNFA (-308)
promoter polymorphisms are associated with systemic creatine kinase response to
eccentric exercise. Eur J Appl Physiol, 2008
demonstrated that CC homozygotes had a greater than 3-fold increased risk of
massive creatine kinase88 creatine kinase
an enzyme released from damaged muscle fibres; elevated
CK after exercise is a marker of muscle damage (CK) response following
eccentric exercise. Paradoxically, despite producing less IL-6 at baseline, the
CC genotype appears to mount a more exaggerated muscle damage response.
Power athlete association: Ruiz et al.99 Ruiz et al.
The -174 G/C polymorphism of the IL6
gene is associated with elite power performance. J Sci Med Sport,
2010 found the GG genotype
overrepresented among elite power athletes (sprinters, jumpers, throwers) with
an OR of 2.47 compared to controls, suggesting the higher inflammatory response
may benefit explosive performance.
Diabetes: A comprehensive meta-analysis of 42,150 participants1010 comprehensive meta-analysis of 42,150 participants
IL-6 gene rs1800795 polymorphism and diabetes mellitus. Diabetol Metab Syndr,
2022 found the G allele associated
with decreased type 2 diabetes risk in some populations, while the C allele
showed a protective effect against fasting hyperglycaemia.
Glucose metabolism: A joint analysis of 17 studies1111 joint analysis of 17 studies
Huth et al. Joint analysis
of individual participants' data from 17 studies on the association of the IL6
variant -174G>C. Ann Med, 2009
found C-allele carriers had significantly lower fasting glucose
(-0.091 mmol/L, P=0.014).
Practical Implications
The functional consequence of this variant — higher or lower IL-6 production — has different implications depending on context:
For exercise recovery, GG carriers mount a stronger inflammatory response to training, which may support adaptation for power sports but also means managing recovery is important. CC carriers, despite lower baseline IL-6, show elevated muscle damage markers after eccentric exercise and may need longer recovery between intense sessions.
For cardiovascular health, the C allele carries modestly increased risk, making anti-inflammatory lifestyle measures and regular monitoring more relevant for CC and CG individuals.
For metabolic health, the C allele is associated with slightly lower fasting glucose, offering a minor metabolic advantage, while the G allele may carry a modest type 2 diabetes risk in certain populations.
Anti-inflammatory strategies — omega-3 fatty acids, adequate sleep, managing chronic stress, and maintaining a diet rich in colourful vegetables and polyphenols — are beneficial for all genotypes but especially important for GG carriers with higher baseline inflammation.
Interactions
The -174G/C variant (rs1800795) is in strong linkage disequilibrium with rs1800797 (-597G/A) in the same IL6 promoter region (r-squared = 0.92), meaning these two variants are almost always inherited together. The nearby rs1800796 (-572G/C) variant is an independent functional polymorphism that can compound the effect on IL-6 levels, though it is primarily polymorphic in East Asian populations. IL-6 signalling also interacts with the broader inflammatory cascade — TNF-alpha and CRP levels are influenced by IL-6, so this variant has downstream effects on systemic inflammation markers.
rs1801260
CLOCK 3111T>C (3'UTR)
- Chromosome
- 4
- Risk allele
- G
Genotypes
Standard Circadian — Normal CLOCK expression and typical circadian timing
Evening Tendency — One copy of the evening-preference allele — mild circadian shift
Strong Evening Preference — Two copies of the evening-preference allele — significant circadian delay
CLOCK 3111T>C — Your Inner Night Owl Gene
The CLOCK gene (Circadian Locomotor Output Cycles Kaput) encodes the master
transcription factor11 transcription factor
A protein that binds to DNA and activates the expression of other genes, in this case driving the ~24-hour circadian rhythm
at the heart of the mammalian circadian clock. Working with its partner BMAL1,
the CLOCK protein drives rhythmic expression of thousands of genes that
govern sleep-wake cycles, hormone secretion, metabolism, and body temperature.
The rs1801260 variant — commonly called 3111T>C using the coding strand
notation — sits in the
3' untranslated region (3'UTR)22 3' untranslated region (3'UTR)
The section of mRNA after the stop codon that doesn't code for protein but regulates mRNA stability, localization, and translation efficiency
of CLOCK mRNA, where it affects how long the messenger RNA persists in the
cell before being degraded.
This was the first human clock gene polymorphism linked to chronotype,
identified in a
landmark 1998 study33 landmark 1998 study
Katzenberg D et al. A CLOCK polymorphism associated with human diurnal preference. Sleep, 1998
at Stanford. Carriers of the minor allele scored significantly lower on the
Horne-Ostberg morningness-eveningness questionnaire, indicating a shift
toward evening preference that was independent of age, sex, and ethnicity.
The Mechanism
The rs1801260 variant falls within a
miR-182 binding site44 miR-182 binding site
MicroRNA-182 binds to the 3'UTR of CLOCK mRNA and promotes its degradation; the variant allele disrupts this binding
in the CLOCK 3'UTR. The minor allele (G on plus strand, C in coding strand
notation) disrupts this microRNA interaction site, resulting in increased
CLOCK mRNA stability. Cell-based studies using mouse embryonic fibroblasts
transfected with the rs1801260 construct showed that the variant allele
produces significantly higher levels of CLOCK and downstream Per2 mRNA.
Higher CLOCK protein levels extend the active phase of the
transcription-translation feedback loop55 transcription-translation feedback loop
The core circadian mechanism: CLOCK/BMAL1 activate PER and CRY genes, whose proteins then inhibit CLOCK/BMAL1, creating a ~24-hour oscillation
that defines circadian period length. This molecular shift manifests
behaviorally as delayed sleep onset, higher evening activity, and a
preference for later bed and wake times.
The Evidence
The
original Katzenberg study66 original Katzenberg study
Katzenberg D et al. A CLOCK polymorphism associated with human diurnal preference. Sleep, 1998
genotyped 410 adults from a population-based sample and found that C allele
carriers had significantly lower Horne-Ostberg scores (shifted toward
eveningness), independent of age, sex, and ethnic background.
Benedetti et al. (2007)77 Benedetti et al. (2007)
Benedetti F et al. Actimetric evidence that CLOCK 3111 T/C SNP influences sleep and activity patterns in patients affected by bipolar depression. Am J Med Genet B Neuropsychiatr Genet, 2007
provided objective actimetric data in 39 bipolar depressed inpatients,
showing that C allele carriers had 79 minutes later sleep onset and 75 fewer
minutes of total sleep compared to T/T homozygotes, with higher evening
activity levels — all despite similar depression severity.
The metabolic consequences of this chronotype shift have been well
documented.
Garaulet et al. (2010)88 Garaulet et al. (2010)
Garaulet M et al. CLOCK gene is implicated in weight reduction in obese patients participating in a dietary programme based on the Mediterranean diet. Int J Obes, 2010
studied 1,100 overweight and obese subjects and found that minor allele
carriers lost significantly less weight during a Mediterranean diet
intervention (P = 0.008), with more carriers being short sleepers
(59% vs 41%, P < 0.05).
Garcia-Rios et al. (2014)99 Garcia-Rios et al. (2014)
Garcia-Rios A et al. Beneficial effect of CLOCK gene polymorphism rs1801260 in combination with low-fat diet on insulin metabolism in metabolic syndrome. Chronobiol Int, 2014
found significant gene-diet interactions in 475 metabolic syndrome patients:
after 12 months on a low-fat diet, major allele homozygotes (AA) showed
lower insulin and HOMA-IR, while minor allele carriers did not improve as
much (interaction P = 0.009 for insulin, P = 0.014 for HOMA-IR).
An
association with adult ADHD1010 association with adult ADHD
Kissling C et al. A polymorphism at the 3'-untranslated region of the CLOCK gene is associated with adult attention-deficit hyperactivity disorder. Am J Med Genet B, 2008
was found in 143 subjects (P < 0.001), consistent with the known circadian
rhythm disruption in ADHD.
It is important to note that large genome-wide association studies of chronotype have not consistently replicated the rs1801260 signal. This may reflect the modest effect size of any single variant and the polygenic nature of chronotype, where hundreds of variants each contribute small effects.
Practical Implications
The CLOCK 3111C allele is not a sleep disorder — it is a common variant that tilts circadian preference toward eveningness. The practical relevance is in recognizing this tendency and structuring daily routines to work with it rather than against it.
For weight management, the evidence suggests that minor allele carriers may benefit from paying particular attention to meal timing, eating the main meal earlier in the day, and avoiding late-night eating. The combination of evening preference and shorter sleep creates a metabolic environment that favors weight gain through altered ghrelin, GLP-1, and insulin dynamics.
Light exposure is the strongest environmental cue for circadian entrainment. Morning bright light exposure (10,000 lux for 20-30 minutes upon waking) can help shift the circadian phase earlier, partially counteracting the genetic evening tendency. Conversely, evening blue light from screens further delays sleep onset in already evening-shifted individuals.
Interactions
The CLOCK 3111C allele interacts with SIRT1 variants to produce additive effects on evening preference and weight loss resistance. Garaulet et al. (2012) showed that carriers of minor alleles at both SIRT1 (rs1467568) and CLOCK (rs1801260) had the strongest evening preference and greatest resistance to weight loss in a behavioral obesity treatment.
CLOCK also interacts functionally with PER2 and PER3 — the period genes that form the negative limb of the circadian feedback loop. While specific gene-gene interaction studies for rs1801260 with PER variants are limited, the biological pathway logic is strong: increased CLOCK expression drives higher PER/CRY production, and variants in PER genes that alter this response could compound the circadian shift.
rs2004640
IRF5 G198T
- Chromosome
- 7
- Risk allele
- T
Genotypes
Low Interferon Producer — Standard IRF5 splicing pattern with typical interferon response
Intermediate Interferon Producer — One alternative splice variant copy associated with moderately increased autoimmune risk
High Interferon Producer — Two copies of alternative splice variant with elevated autoimmune disease risk
IRF5 G198T — Autoimmune Disease Risk Through Altered Interferon Signaling
The rs2004640 variant in the IRF5 (interferon regulatory factor 5) gene is one of the most well-established genetic risk factors for autoimmune diseases. This single nucleotide change in the first intron of IRF5 creates an alternative splice donor site11 creates an alternative splice donor site
The T allele generates a new 5' donor splice site in exon 1B, allowing transcription of unique IRF5 isoforms, fundamentally altering how the immune system responds to threats. IRF5 is a transcription factor that acts as a master regulator of type I interferon production22 type I interferon production
Type I interferons (IFN-α and IFN-β) are cytokines critical for antiviral immunity but also drive autoimmune inflammation when dysregulated and proinflammatory cytokines including TNF-α, IL-6, and IL-12. When this splice site variant is present, it leads to expression of IRF5 isoforms with enhanced activity, tipping the balance toward chronic immune activation.
The Mechanism
The rs2004640 variant is a G-to-T substitution located 198 base pairs downstream of exon 1A in the first intron of IRF5. The T allele creates a functional 5' splice donor site that enables use of an alternative first exon (exon 1B), resulting in alternative splicing patterns and increased IRF5 expression33 alternative splicing patterns and increased IRF5 expression
Multiple IRF5 splice variants exist with the T allele producing isoforms that have increased stability and transcriptional activity. IRF5 functions downstream of toll-like receptors (TLRs)44 toll-like receptors (TLRs)
Pattern recognition receptors that detect viral and bacterial molecular signatures in the MyD88-dependent pathway. Upon activation by viral or self-nucleic acids, IRF5 translocates to the nucleus and binds to interferon-stimulated response elements (ISREs) in the promoters of type I interferon genes and inflammatory cytokine genes. The alternative isoforms produced by the T allele appear to have greater transcriptional activity and longer half-lives, leading to sustained interferon production even in the absence of ongoing infection.
The Evidence
The association between rs2004640 and autoimmune disease has been replicated across multiple ethnicities and conditions. For systemic lupus erythematosus (SLE)55 systemic lupus erythematosus (SLE)
A chronic autoimmune disease characterized by immune complex deposition, autoantibody production, and multi-organ inflammation, a comprehensive meta-analysis of 28 studies including 11,228 SLE cases and 14,374 controls found that individuals carrying the T allele had a 39% increased risk (OR=1.393, 95% CI: 1.276-1.522). The association held across Asians (OR=1.256), Europeans (OR=1.338), and Latin Americans (OR=1.853). A Korean replication study66 Korean replication study
Study of 593 SLE patients and 972 controls demonstrated an odds ratio of 1.44 for the T allele, with the strongest signal coming from the rs2004640-T/rs2280714-T haplotype.
Beyond lupus, rs2004640 confers risk for systemic sclerosis (scleroderma)77 systemic sclerosis (scleroderma)
Autoimmune disease characterized by fibrosis of skin and internal organs. In a French cohort of 881 systemic sclerosis patients, the TT genotype was associated with a 58% increased risk (OR=1.58, p=0.002) and showed particularly strong association with pulmonary fibrosis (OR=2.07). Multivariate analysis confirmed that the IRF5 variant remained independently associated with lung involvement even after accounting for disease subtype and autoantibody status. The variant is also associated with Sjögren syndrome88 Sjögren syndrome
Autoimmune disease primarily affecting salivary and lacrimal glands, causing dry mouth and eyes, where 87% of patients carried the GT or TT genotype compared to 77% of controls (OR=1.93).
For rheumatoid arthritis, the evidence is more mixed. A meta-analysis of 4,818 RA cases99 meta-analysis of 4,818 RA cases
Analysis pooling data from six case-control studies across eight countries found that the T allele was associated with a modest 14% increased risk when using a dominant genetic model (TT + TG versus GG: OR=1.14, p=0.003). The association was stronger in Caucasians (OR=1.25 for TT versus GG) than in Asian populations. Interestingly, one French study found no association with RA and even a slight undertransmission of the T allele from parents to affected offspring, suggesting the IRF5 risk architecture may differ between SLE and RA.
Practical Implications
If you carry one or two copies of the T allele, you have a moderately elevated genetic risk for developing autoimmune conditions, particularly lupus, systemic sclerosis, and Sjögren syndrome. This does not mean you will develop these diseases — most people with the T allele remain healthy — but it does mean your immune system may be primed toward higher interferon production and inflammatory responses. Early recognition of autoimmune symptoms becomes more important.
There are no specific medications or supplements that directly counteract the IRF5 variant's effects. However, understanding your genetic predisposition can inform monitoring strategies. If you develop early signs of autoimmune disease (persistent joint pain, unexplained rashes, chronic dry eyes and mouth, Raynaud phenomenon, or unexplained fatigue), seek medical evaluation promptly. Early diagnosis and treatment of autoimmune conditions significantly improves long-term outcomes. Some evidence suggests that vitamin D deficiency may amplify autoimmune risk1010 vitamin D deficiency may amplify autoimmune risk
Vitamin D has immunomodulatory effects and deficiency is common in autoimmune diseases, so maintaining adequate vitamin D status through sun exposure or supplementation may be prudent.
Interactions
The rs2004640 variant often occurs on haplotypes with other functional IRF5 polymorphisms. The most well-studied is the combined rs2004640-T/rs2280714-T haplotype, which has been associated with even stronger risk than either variant alone (pooled p=2.11×10⁻¹⁶ for SLE). The rs2280714 variant affects the polyadenylation signal, producing a shorter and more stable IRF5 mRNA, while rs2004640 affects splicing. Together, they create a "double hit" leading to both altered isoform production and increased transcript stability. A 5-bp insertion/deletion polymorphism (CGGGG indel) in the IRF5 promoter is also in strong linkage disequilibrium with rs2004640 and increases binding of the SP1 transcription factor, further amplifying IRF5 expression.
IRF5 also shows gene-gene interactions with STAT4, another key regulator of interferon signaling. Individuals carrying risk alleles at both IRF5 (rs2004640) and STAT4 (rs7574865) have additive risk for systemic sclerosis and interstitial lung disease that exceeds the risk from either variant alone. This likely reflects convergent effects on the type I interferon pathway, with STAT4 acting downstream of interferon receptor signaling while IRF5 controls interferon production. The combined effect suggests that individuals with both variants have sustained activation of the interferon system from both increased cytokine production and enhanced cellular responses to those cytokines.
For individuals of mixed ancestry, it's worth noting that the T allele frequency varies substantially: approximately 52% in Europeans, 34% in East Asians, 47% in Africans, and 38% in South Asians. This population structure means that risk perception should be calibrated to ancestry-specific frequencies. However, the functional effect of the T allele appears consistent across populations — when present, it increases autoimmune risk regardless of ethnic background.
rs4149056
SLCO1B1 *5
- Chromosome
- 12
- Risk allele
- C
Genotypes
Normal Function — Normal statin transport
Intermediate Function — Intermediate statin transporter - increased myopathy risk
Poor Function — Poor statin transporter - high myopathy risk
SLCO1B1 - The Statin Safety Gene
SLCO1B1 encodes the organic anion transporting polypeptide 1B1 (OATP1B1), a liver uptake transporter that moves statins from the blood into liver cells where they exert their cholesterol-lowering effect. When this transporter does not work properly, statins accumulate in the blood and muscle tissue instead of entering the liver, dramatically increasing the risk of myopathy11 Myopathy: disease of muscle tissue, ranging from mild pain to serious breakdown.
The Mechanism
The SLCO1B1*5 variant22 rs4149056 causes a valine-to-alanine substitution at
position 17433 Amino acid change: valine to alanine at position 174 (V174A) in a transmembrane domain of the transporter. This reduces
the transporter's ability to move statins into liver cells. The C allele produces
a transporter with markedly reduced function, leading to higher systemic statin
exposure -- approximately 40% higher simvastatin acid levels44 40% higher simvastatin acid levels
CPIC guideline for SLCO1B1
in heterozygous carriers.
The SEARCH Trial
The landmark SEARCH (Study of the Effectiveness of Additional Reductions in
Cholesterol and Homocysteine) trial55 SEARCH (Study of the Effectiveness of Additional Reductions in
Cholesterol and Homocysteine) trial
SEARCH Collaborative Group. NEJM, 2008 identified SLCO1B1*5 as the primary genetic
determinant of statin-induced myopathy. Homozygous carriers (CC) had a 17-fold
increased risk of myopathy on simvastatin 80mg (OR 16.9, 95% CI 4.7-61.1), while
heterozygous carriers (CT) had a 4.5-fold increased risk (OR 4.5, 95% CI 2.6-7.7).
This finding led to the FDA limiting the maximum recommended dose of simvastatin
to 40mg.
Not All Statins Are Equal
The risk varies significantly by statin type. Simvastatin is the highest risk
because it relies heavily on SLCO1B1 for liver uptake. Pravastatin is the safest
alternative because it enters liver cells through multiple pathways and is less
dependent on SLCO1B1. Rosuvastatin has intermediate risk. Atorvastatin uses
SLCO1B1 but has a wider therapeutic window than simvastatin. The 2022 CPIC
guideline update66 2022 CPIC
guideline update
Cooper-DeHoff RM et al. CPIC guideline for statins and SLCO1B1, ABCG2, CYP2C9. Clin Pharmacol Ther, 2022
now covers all statins, not just simvastatin.
Practical Implications
If you carry the C allele and ever need statin therapy, this information can prevent a potentially serious adverse reaction. Statin-induced myopathy ranges from mild muscle aches to rhabdomyolysis77 Rhabdomyolysis: severe muscle breakdown that releases proteins into the blood, potentially damaging the kidneys. Choosing the right statin and dose based on your SLCO1B1 genotype is one of the clearest wins in clinical pharmacogenomics.
rs4570625
TPH2 G-703T
- Chromosome
- 12
- Risk allele
- G
Genotypes
Potentially enhanced emotional resilience and lower baseline anxiety
Intermediate serotonin synthesis regulation with moderate stress sensitivity
Baseline serotonin synthesis capacity with potential vulnerability to transient disruptions
The Brain's Serotonin Factory Switch
TPH2 (tryptophan hydroxylase 2) is the rate-limiting enzyme11 rate-limiting enzyme
The slowest step in a biochemical pathway, which determines the overall speed of production for serotonin synthesis in the brain. Unlike its cousin TPH1, which makes serotonin in the gut and other peripheral tissues, TPH2 works exclusively in neurons—particularly in the raphe nuclei22 raphe nuclei
Clusters of serotonin-producing neurons in the brainstem that project throughout the brain, regulating mood, sleep, and emotional processing of the midbrain. The rs4570625 variant sits 703 base pairs upstream of the TPH2 gene's start site, in a regulatory region that controls how much enzyme gets made.
The Mechanism
This G>T substitution affects a promoter region where transcription factors33 transcription factors
Proteins that bind to DNA and control gene expression by turning genes on or off bind to initiate TPH2 gene expression. In vitro studies suggest the T allele is associated with reduced TPH2 promoter activity, potentially lowering serotonin synthesis capacity. Brain imaging studies have found that carriers of different alleles show altered reactivity in the amygdala44 amygdala
The brain's emotional processing center, especially for fear and threat detection and ventromedial prefrontal cortex55 ventromedial prefrontal cortex
Brain region involved in emotional regulation, decision-making, and inhibiting negative emotions during emotional tasks.
The Evidence
The most comprehensive evidence comes from a 2012 meta-analysis of 27 studies including 13,041 cases and 11,568 controls, which found rs4570625 significantly associated with major depressive disorder (summary OR = 0.83, 95% CI: 0.73–0.96) . However, the direction of risk has been contentious.
A 2017 Estonian population study found that TT homozygous males reported less aggressive behavior, lower scores on maladaptive impulsivity, fewer ADHD symptoms, and lower rates of anxiety disorders compared to G-allele carriers .
Yet other research points in the opposite direction.
A 2023 pharmacological fMRI study found that specifically GG carriers experienced anxiogenic effects during acute tryptophan depletion (which transiently lowers serotonin), while TT carriers did not .
The G-allele has been suggested to relate to hypofunction of tryptophan hydroxylase and lower serotonin synthesis rates , though the functional implications remain incompletely understood.
The clearest pattern emerges when considering gene-environment interactions66 gene-environment interactions
When genetic variants influence how a person responds to environmental factors like stress, creating different outcomes than either factor alone.
Single marker analyses showed significant gene-by-environment interactions with rs4570625 on depressive symptoms .
An interaction between TPH2 rs4570625 and BDNF Val66Met yields two at-risk groups for difficulty inhibiting negative emotional content: BDNF Val/Val combined with TPH2 G/G, and BDNF Met carriers combined with TPH2 T allele .
Practical Implications
Because the functional effects of this variant depend heavily on genetic background and environmental context, the practical guidance is less about the variant itself and more about understanding your vulnerability patterns. If you're a GG carrier, you may be more susceptible to mood changes when serotonin synthesis is temporarily compromised—for example, during periods of high stress, poor sleep, or low dietary tryptophan intake. TT carriers appear more resilient to transient serotonin fluctuations but may have other vulnerabilities depending on interactions with variants in genes like BDNF.
The key actionable insight is that serotonin synthesis depends on adequate tryptophan (the dietary precursor), cofactors like vitamin B677 vitamin B6
Required for the enzyme that converts 5-hydroxytryptophan to serotonin, and iron (required for TPH2 enzyme function). Unlike some genetic variants where supplementation directly addresses the problem, TPH2 variants don't create a specific nutrient deficiency—they affect the efficiency of the enzyme that uses those nutrients.
Interactions
The most well-documented interaction is with BDNF rs6265 (Val66Met). The combination of BDNF genotype and TPH2 rs4570625 genotype creates distinct emotional regulation profiles that neither variant predicts alone. Specifically, BDNF Val/Val + TPH2 GG shows impaired negative emotion inhibition, as does BDNF Met + TPH2 T-carrier status, suggesting epistasis88 epistasis
When the effect of one gene variant depends on the presence of another gene variant between these serotonergic and neurotrophic pathways.
Within the TPH2 gene itself, rs4570625 is in linkage disequilibrium99 linkage disequilibrium
When variants are inherited together more often than would be expected by chance, forming haplotype blocks with rs11178997, rs1386494, and rs7305115, forming haplotypes that collectively influence TPH2 expression and psychiatric risk more than any single variant.
For those interested in understanding their broader serotonergic genetics, variants in SLC6A4 (serotonin transporter), HTR1A and HTR2A (serotonin receptors), and MAOA (serotonin degradation) interact with TPH2 to shape overall serotonergic tone and psychiatric vulnerability.
rs16944
IL1B -511C>T
- Chromosome
- 2
- Risk allele
- A
Genotypes
Low IL-1β Producer — Lower inflammatory cytokine production
Intermediate IL-1β Producer — Moderately elevated inflammatory response
High IL-1β Producer — Significantly elevated inflammatory cytokine production
IL-1 Beta Promoter Variant — A Master Regulator of Inflammation
The IL1B gene encodes interleukin-1 beta (IL-1β), one of the most potent pro-inflammatory cytokines in the human body11 one of the most potent pro-inflammatory cytokines in the human body
IL-1β drives inflammation, activates immune cells, and plays a central role in atherosclerosis, sepsis, and autoimmune disease. The rs16944 variant sits in the promoter region at position -511, where it functions as a genetic dimmer switch controlling how much IL-1β your cells produce22 where it functions as a genetic dimmer switch controlling how much IL-1β your cells produce
The A allele is associated with higher IL-1β mRNA expression, while the G allele produces less.
This isn't just an academic curiosity — rs16944 influences your risk of sepsis, cardiovascular disease mortality, and inflammatory complications across dozens of conditions33 rs16944 influences your risk of sepsis, cardiovascular disease mortality, and inflammatory complications across dozens of conditions
From aspirin-induced asthma to coronary artery lesions in children, this variant shapes inflammatory outcomes.
The Mechanism
The -511 position in the IL1B promoter contains a binding site for transcription factors that regulate gene expression44 contains a binding site for transcription factors that regulate gene expression
The C-to-T change (G-to-A on the forward strand) alters the binding affinity of these regulatory proteins. The A allele creates a promoter configuration that permits higher transcription rates55 The A allele creates a promoter configuration that permits higher transcription rates
This results in elevated IL-1β mRNA and protein levels after immune stimulation.
IL-1β itself drives a cascade of inflammatory responses: it induces other cytokines like IL-6, activates endothelial cells to express adhesion molecules, promotes prostaglandin synthesis, and recruits immune cells to sites of inflammation66 drives a cascade of inflammatory responses: it induces other cytokines like IL-6, activates endothelial cells to express adhesion molecules, promotes prostaglandin synthesis, and recruits immune cells to sites of inflammation
This amplification loop means a small genetic change in IL-1β production gets magnified throughout the immune system.
Critically, IL-1β is the key output of the NLRP3 inflammasome77 IL-1β is the key output of the NLRP3 inflammasome
When danger signals like cholesterol crystals, uric acid, or pathogens activate this molecular complex, IL-1β is cleaved from its inactive precursor and released. Your rs16944 genotype determines how much raw material is available for this process.
The Evidence
The clearest evidence comes from sepsis studies. In 471 preterm infants, the AA genotype was significantly more common in those with early-onset sepsis (p=0.012) and was even more strongly associated with lethal outcomes (p=0.011)88 In 471 preterm infants, the AA genotype was significantly more common in those with early-onset sepsis (p=0.012) and was even more strongly associated with lethal outcomes (p=0.011). In adult sepsis, AA carriers showed higher mortality risk99 In adult sepsis, AA carriers showed higher mortality risk.
For cardiovascular disease, a 15-year follow-up of 2,010 Northern Ireland men found the A allele associated with increased all-cause mortality (HR 1.18, p=0.005)1010 a 15-year follow-up of 2,010 Northern Ireland men found the A allele associated with increased all-cause mortality (HR 1.18, p=0.005). The effect was dose-dependent: one A copy increased risk 18%, two copies increased it 43%1111 The effect was dose-dependent: one A copy increased risk 18%, two copies increased it 43%. This aligns with extensive evidence that IL-1β drives atherosclerosis progression1212 extensive evidence that IL-1β drives atherosclerosis progression
The CANTOS trial demonstrated that blocking IL-1β with canakinumab reduces cardiovascular events in high-risk patients.
In more specific inflammatory conditions, AA homozygotes show 2.98-fold increased risk of aspirin-exacerbated respiratory disease1313 AA homozygotes show 2.98-fold increased risk of aspirin-exacerbated respiratory disease, and in children under 12 months with Kawasaki disease, GG carriers (lower IL-1β producers) had significantly reduced risk of coronary artery lesions1414 in children under 12 months with Kawasaki disease, GG carriers (lower IL-1β producers) had significantly reduced risk of coronary artery lesions.
A meta-analysis found the variant associated with silent myocardial ischemia in diabetic patients1515 A meta-analysis found the variant associated with silent myocardial ischemia in diabetic patients
Under multiple inheritance models, the CC/CT genotypes (corresponding to AA/AG in forward orientation) increased risk with OR of 4.68 for homozygotes.
Practical Implications
If you carry one or two A alleles, you have a genetic predisposition to mount stronger IL-1β responses. This is a double-edged sword: potentially more effective at clearing infections initially, but prone to excessive inflammation that damages your own tissues1616 prone to excessive inflammation that damages your own tissues
Chronic low-grade inflammation accelerates atherosclerosis, increases thrombosis risk, and contributes to age-related disease.
The cardiovascular connection is particularly important. IL-1β induces IL-6 production, which drives hepatic synthesis of fibrinogen, plasminogen activator inhibitor, and C-reactive protein1717 IL-1β induces IL-6 production, which drives hepatic synthesis of fibrinogen, plasminogen activator inhibitor, and C-reactive protein
This shifts hemostasis toward a prothrombotic state while creating an inflammatory milieu that destabilizes atherosclerotic plaques. If you're AA and have existing cardiovascular risk factors, you're in a higher-risk category for events.
The sepsis association matters for surgical planning and critical illness. AA carriers may benefit from more aggressive infection monitoring and earlier intervention when signs of systemic inflammation appear.
Interactions
This variant sits within a tightly linked haplotype block with rs1143627 (-31C>T), another functional IL1B promoter SNP1818 tightly linked haplotype block with rs1143627 (-31C>T), another functional IL1B promoter SNP
The two variants are in nearly complete linkage disequilibrium, meaning they're usually inherited together. When evaluating IL-1β-related risk, consider both variants as a unit.
The IL-1 gene cluster on chromosome 2q13 also includes IL1A and IL1RN (encoding the IL-1 receptor antagonist). Variants in IL1RN can modulate the overall balance between pro- and anti-inflammatory signaling1919 Variants in IL1RN can modulate the overall balance between pro- and anti-inflammatory signaling
High IL-1Ra production may partially buffer the effects of high IL-1β.
From a pathway perspective, IL-1β functions upstream of many inflammatory cascades. Variants in downstream genes like IL6, TNF, and CRP may compound or mitigate the effects of rs16944 on disease risk.
rs1805086
MSTN K153R
- Chromosome
- 2
- Risk allele
- G
Genotypes
Standard Myostatin — Normal myostatin regulation of muscle growth
Enhanced Responder — Reduced myostatin inhibition, enhanced muscle growth response to training
Greatly Enhanced Responder — Substantially reduced myostatin inhibition, exceptional muscle growth potential
The Muscle Growth Brake — How K153R Affects Your Training Response
Myostatin is one of the most powerful negative regulators of skeletal muscle growth
in the human body. Secreted by muscle cells, it acts as a biological brake, preventing
muscles from growing too large. The K153R polymorphism (Lys153Arg) sits within the
mature active peptide11 mature active peptide
the bioactive portion of myostatin after proteolytic
processing of the myostatin protein,
where it can influence both how the protein is processed and how effectively it
binds to its receptor, ActRIIB22 ActRIIB
activin type II receptor B, the primary receptor
through which myostatin signals.
The rare R (arginine) variant appears to reduce myostatin's inhibitory effect, effectively loosening the brake on muscle growth. This has made it a variant of intense interest in sports genetics research.
The Mechanism
Myostatin is synthesized as a latent precursor protein that undergoes proteolytic
processing to become the mature, bioactive peptide. The K153R substitution occurs
at amino acid position 153 in this mature region. The replacement of lysine (K) with
arginine (R) — both positively charged amino acids but with different side chain
properties — may affect either the proteolytic processing of myostatin or its
binding affinity to the ActRIIB receptor33 may affect either the proteolytic processing of myostatin or its
binding affinity to the ActRIIB receptor
Lys and Arg have similar charge but
different side chain structures that could alter protein-protein
interactions.
When myostatin binds to ActRIIB on muscle cells, it activates intracellular
signaling cascades that inhibit both myoblast (muscle precursor cell) proliferation
and differentiation, ultimately limiting muscle mass accumulation. Any variant that
reduces this signaling — whether through altered processing, reduced receptor
binding, or decreased protein stability — would be expected to permit greater
muscle growth in response to mechanical loading (resistance training) or
muscle-building stimuli44 muscle-building stimuli
anabolic signals like IGF-1, testosterone, and
mechanical tension from exercise.
The Evidence
The most comprehensive examination of this variant comes from a 2022 meta-analysis55 2022 meta-analysis
Kruszewski & Aksenov. Association of Myostatin Gene Polymorphisms with Strength
and Muscle Mass in Athletes. Genes, 2022
that analyzed 71 research articles on MSTN polymorphisms. The meta-analysis included
4 studies with 773 athletes and 357 controls across 5 ethnic groups. The key finding:
strength-oriented athletes had a significantly higher frequency of the R variant
compared to controls (OR = 2.02, p = 0.05). Among athletes, those carrying the R
variant showed greater muscle strength and mass gains from power-oriented training
compared to KK carriers.
However, the picture is more nuanced than "R = better muscles." A 2011 study of
281 young non-athletic men66 2011 study of
281 young non-athletic men
Santiago et al. The K153R Polymorphism in the Myostatin
Gene and Muscle Power Phenotypes in Young, Non-Athletic Men. PLoS One,
2011 found that R allele carriers
actually performed worse on vertical jump tests, showing decreased peak power
production during explosive movements. This suggests the R variant may offer
advantages specifically in the context of chronic resistance training adaptation,
but not necessarily in baseline explosive power in untrained individuals.
The strongest evidence for functional impact comes from a training intervention
study in Han Chinese men77 training intervention
study in Han Chinese men
Wang et al. The A55T and K153R polymorphisms of MSTN
gene are associated with strength training-induced muscle hypertrophy. J Sports Sci,
2014. Among 94 previously untrained men
who completed an 8-week strength training program, those with the KR genotype showed
significantly greater muscle thickness gains: +0.30 cm in biceps and +0.42 cm in
quadriceps compared to KK genotype carriers (p < 0.01 for both). This represents
approximately 40-50% greater hypertrophy response from identical training stimulus.
The evidence level is moderate rather than strong due to the rarity of the R allele (3-4% in Europeans, making RR homozygotes extraordinarily rare at <1%) and some contradictory findings across studies. The meta-analysis showed moderate heterogeneity (I² = 33%), suggesting population-specific effects or gene-environment interactions.
Practical Actions
For KR or RR carriers, the variant suggests enhanced potential for muscle hypertrophy in response to progressive resistance training. This doesn't mean you'll automatically build more muscle — training, nutrition, and recovery remain primary determinants — but it suggests your ceiling for muscle growth may be higher than average when these factors are optimized.
Optimal training for leveraging this genetic advantage involves progressive overload with compound movements (squats, deadlifts, bench press, overhead press, rows), training each muscle group 2-3 times per week with sufficient volume (15-25 sets per muscle per week), and ensuring adequate protein intake (1.6-2.2 g/kg body weight daily). Recovery between sessions is crucial — the variant affects adaptation capacity, but adaptation still requires rest.
For AA (KK) carriers, this is the normal, wild-type genotype present in ~94% of Europeans. Myostatin regulation is functioning as designed. You have standard muscle growth potential, which is still substantial when training and nutrition are optimized. The absence of the R variant doesn't limit you to below-average muscle growth — it simply means you lack a rare genetic advantage.
Interestingly, a 2020 Mexican study88 2020 Mexican study
Castro-Rodríguez et al. The Myostatin
rs1805086 variant is associated with obesity in Mexican adults. Gene,
2020 found the R allele associated with
obesity independently of metabolic risk factors, suggesting that reduced myostatin
activity may have trade-offs beyond the muscle compartment. This reinforces that no
variant is universally "good" — context matters.
Interactions
The K153R variant shows documented interaction with another MSTN polymorphism, A55T (rs1805065). The same Han Chinese training study found that individuals carrying variant alleles of both polymorphisms showed the greatest training-induced muscle hypertrophy. The A55T variant is located in exon 1 of myostatin, also in the mature peptide region. These two variants may have additive or synergistic effects on reducing myostatin's inhibitory function.
There is theoretical but less well-documented interaction with ACTN3 R577X
(rs1815739), the "sprinter gene" that determines fast-twitch muscle fiber
composition. Since myostatin preferentially affects fast-twitch (type II) muscle
fibers, and ACTN3 determines the presence of alpha-actinin-3 protein exclusively in
type II fibers, carriers of both the MSTN R allele and the ACTN3 RR genotype might
show enhanced power and strength potential. However, studies specifically examining
this interaction have shown null results for combined effects on
longevity99 null results for combined effects on
longevity
Hirose et al. Muscle-Related Polymorphisms (MSTN rs1805086 and ACTN3
rs1815739) Are Not Associated with Exceptional Longevity. PLoS One,
2016, suggesting the interaction
may be context-dependent.
Nutrition-gene interaction is worth considering: adequate protein intake becomes even more critical for KR/RR carriers to realize the hypertrophic potential. The enhanced capacity for muscle protein synthesis means substrate availability (dietary protein) becomes rate-limiting faster than in AA carriers.
rs2066844
NOD2 R702W
- Chromosome
- 16
- Risk allele
- T
Genotypes
Normal NOD2 Function — Typical bacterial sensing and gut immune regulation
Heterozygous Carrier — Moderately increased Crohn's disease risk with one impaired NOD2 copy
Homozygous Variant — Substantially increased Crohn's disease risk with markedly impaired NOD2 function
NOD2 R702W — Guardian of the Gut's Bacterial Balance
Your gut hosts trillions of bacteria, and your immune system must constantly distinguish friend from foe. The NOD2 gene encodes an intracellular bacterial sensor11 intracellular bacterial sensor
NOD2 (nucleotide-binding oligomerization domain-containing protein 2) recognizes muramyl dipeptide (MDP), a component of bacterial cell walls that acts as a pattern-recognition receptor for bacterial peptidoglycans. When functioning normally, NOD2 helps maintain homeostasis in the gut22 homeostasis in the gut
balancing inflammatory and anti-inflammatory responses to commensal bacteria by modulating immune responses and regulating the composition of gut microbiota, particularly in the small intestine.
The R702W variant was among the first genetic risk factors discovered for Crohn's disease33 first genetic risk factors discovered for Crohn's disease
identified in 2001 through linkage studies on chromosome 16 and remains the single strongest genetic predictor of this inflammatory bowel disease. This missense mutation changes arginine to tryptophan at position 702 in the leucine-rich repeat (LRR) domain, the part of the protein responsible for recognizing bacterial molecules.
The Mechanism
The R702W substitution occurs in the leucine-rich repeat domain44 leucine-rich repeat domain
this domain recognizes muramyl dipeptide from bacterial peptidoglycan of the NOD2 protein, altering its ability to sense and respond to bacterial components. Unlike the more severe L1007fs frameshift mutation, R702W results in a partial loss of function55 partial loss of function
retains some ability to activate NF-κB but with reduced efficiency rather than complete protein truncation. Studies show that R702W impairs the protein's ability to detect muramyl dipeptide and downregulate excessive TLR responses66 downregulate excessive TLR responses
NOD2 normally suppresses Toll-like receptor signaling to prevent overreaction to gut bacteria.
NOD2 is highly expressed in ileal Paneth cells77 highly expressed in ileal Paneth cells
specialized epithelial cells in the small intestine that secrete antimicrobial peptides, which produce antimicrobial defensins to regulate the bacterial load in the terminal ileum. The R702W variant is associated with reduced defensin production88 reduced defensin production
though this may result from chronic inflammation rather than direct genetic effect, allowing increased colonization by potentially inflammatory bacterial species and creating a dysbiotic state that predisposes to intestinal inflammation.
The Evidence
A landmark meta-analysis of 75 case-control studies99 A landmark meta-analysis of 75 case-control studies
18,727 Crohn's disease cases and 17,102 controls across multiple populations established that R702W carriers (CT genotype) have an odds ratio of 2.2 (95% CI 2.0-2.5) for developing Crohn's disease compared to non-carriers. The risk escalates dramatically with gene dosage1010 gene dosage
effect is codominant with increasing risk per copy of the risk allele: simple heterozygotes (one R702W) show 2.4-fold risk, while compound heterozygotes (R702W plus another NOD2 variant) have 9-fold risk and homozygotes (two R702W) reach 6.7-fold risk.
The variant shows strong genotype-phenotype correlation1111 strong genotype-phenotype correlation
R702W particularly predicts ileal disease location and stricturing behavior. A study of CD patients found ileal involvement in 90% of NOD2 variant carriers versus 73% of non-carriers (p<0.05), and stricturing or penetrating disease occurred in 88% versus 56% (p<0.01). The R702W variant specifically associates with ileal-predominant disease1212 ileal-predominant disease
the terminal ileum is where Paneth cells expressing NOD2 are most abundant, with mutation frequency of 26.9% in ileal CD versus 12.7% in colonic CD.
Geographic variation is striking1313 Geographic variation is striking
R702W is virtually absent in Asian populations but common in Europeans. In European CD cohorts, the R702W allele frequency reaches 10%, compared to essentially 0% in Japanese and Chinese populations where Crohn's disease has different genetic architecture. This suggests population-specific disease mechanisms1414 population-specific disease mechanisms
environmental factors and other genetic pathways drive CD in non-European populations.
Recent studies have revealed a recessive inheritance pattern1515 recessive inheritance pattern
biallelic NOD2 variants act as single-gene cause in subset of patients for a subset of Crohn's disease patients. Approximately 8% of pediatric-onset IBD patients carry two NOD2 risk alleles (either homozygous or compound heterozygous), and these patients show a markedly severe phenotype with 11.5-fold increased risk of stricturing disease1616 11.5-fold increased risk of stricturing disease
compared to patients without NOD2 mutations requiring surgical intervention.
Practical Implications
If you carry one or two copies of R702W, your lifetime risk of developing Crohn's disease is elevated but penetrance remains low1717 penetrance remains low
even two-mutation carriers have less than 10% lifetime risk. The majority of R702W carriers never develop IBD, indicating that environmental triggers and additional genetic factors are required. However, understanding your genotype allows proactive gut health strategies1818 proactive gut health strategies
microbiome modulation and early symptom monitoring.
The gut microbiome plays a central role. Studies show NOD2-deficient mice have increased bacterial load1919 NOD2-deficient mice have increased bacterial load
particularly in the ileum where NOD2 is highly expressed and altered microbial composition, with decreased beneficial Firmicutes2020 decreased beneficial Firmicutes
including butyrate-producing species like Faecalibacterium prausnitzii and increased potentially inflammatory Enterobacteriaceae. Probiotic supplementation, particularly with Lactobacillus strains producing DL-endopeptidase2121 Lactobacillus strains producing DL-endopeptidase
this enzyme generates muramyl dipeptide that can stimulate residual NOD2 function, has shown promise in mouse models of colitis.
For heterozygous carriers (CT), focus on maintaining gut barrier integrity and microbial diversity through fiber-rich diet2222 fiber-rich diet
feeds beneficial bacteria that produce short-chain fatty acids, stress management, and judicious antibiotic use. For compound heterozygotes or homozygotes (those with two NOD2 risk alleles), more vigilant monitoring is warranted given the substantially elevated risk of complicated disease2323 substantially elevated risk of complicated disease
including strictures and fistulas requiring surgery.
Interactions
R702W commonly co-occurs with other NOD2 variants, particularly rs2066845 (G908R) and rs2066847 (L1007fs)2424 rs2066845 (G908R) and rs2066847 (L1007fs)
the three major CD-associated NOD2 mutations, creating compound heterozygotes with dramatically elevated risk. When an individual carries R702W on one chromosome and either G908R or L1007fs on the other, the combined effect produces a 9-fold increased risk of Crohn's disease2525 9-fold increased risk of Crohn's disease
compared to 2-3-fold for single heterozygotes, with 98% specificity for complicated, stricturing disease requiring surgery.
NOD2 also interacts with ATG16L1 (rs2241880)2626 ATG16L1 (rs2241880)
another major CD risk gene involved in autophagy, a cellular process for degrading intracellular bacteria. NOD2 recruits ATG16L1 to sites of bacterial entry, and variants in both genes synergistically impair the intestinal epithelial response to bacterial invasion. Patients carrying risk variants in both NOD2 and ATG16L1 show additive risk beyond either variant alone2727 additive risk beyond either variant alone
suggesting convergent pathways in CD pathogenesis.
The interaction between NOD2 genotype and smoking is complex and counterintuitive2828 smoking is complex and counterintuitive
shows negative interaction with protective effect. While smoking increases CD risk in the general population, a case-only study found R702W carriers who smoke have lower risk than expected (OR 0.71, p=0.005), suggesting the genetic and environmental factors may operate through different mechanisms2929 genetic and environmental factors may operate through different mechanisms
biological interaction between NOD2 pathway and smoking-induced changes in gut immunity.
rs2230199
C3 R102G
- Chromosome
- 19
- Risk allele
- G
Genotypes
Normal Complement Function — Standard C3 activity with typical AMD risk
Intermediate Complement Activation — Moderately increased AMD risk through enhanced complement activation
Enhanced Complement Activation — Significantly elevated AMD risk requiring proactive monitoring
C3 R102G — Complement Activation and Macular Degeneration Risk
The C3 gene encodes complement component 3, the central protein of the complement cascade, an ancient immune surveillance system that clears pathogens and cellular debris. The R102G variant (rs2230199)11 R102G variant (rs2230199)
also known as the C3F/C3S polymorphism substitutes arginine for glycine at position 102, creating the "fast" (C3F, glycine) electrophoretic variant versus the common "slow" (C3S, arginine) form. This amino acid change has functional consequences for complement regulation and is strongly associated with age-related macular degeneration22 strongly associated with age-related macular degeneration
Yates et al. NEJM 2007 (AMD), the leading cause of vision loss in the elderly.
The Mechanism
C3 sits at the convergence point of all three complement activation pathways. When activated, C3 is cleaved into C3a (an inflammatory signaling molecule) and C3b (which tags surfaces for destruction). The R102G substitution occurs in the MG1 domain of C3, altering a critical salt bridge (Arg102-Glu1032)33 altering a critical salt bridge (Arg102-Glu1032)
crystal structure studies that stabilizes the protein's inactive form. The glycine variant (G allele) creates a more reactive C3 protein with enhanced complement activation and reduced regulation by complement factor H.
In the eye, dysregulated complement activation drives drusen formation—yellow deposits of lipids, proteins, and complement fragments that accumulate between the retinal pigment epithelium and Bruch's membrane. Drusen contain C3 and C3 activation fragments44 Drusen contain C3 and C3 activation fragments
Johnson et al. 2001, marking sites of chronic inflammation. The G102 variant amplifies this inflammatory cascade, accelerating drusen growth and progression to advanced AMD with vision loss.
The Evidence
The association between C3 R102G and AMD is robust and replicated55 association between C3 R102G and AMD is robust and replicated
systematic review, Thakkinstian et al. 2011. A meta-analysis of 15 studies found heterozygotes (CG) have 1.44 times higher AMD risk (95% CI 1.33-1.56), while homozygotes (GG) have 1.88 times higher risk (95% CI 1.59-2.23) compared to CC genotypes. The largest GWAS to date66 largest GWAS to date
Fritsche et al. Nature Genetics 2013 confirmed the association with an odds ratio of 1.42 (p = 1×10⁻⁴¹) in over 17,000 cases and 60,000 controls.
The variant shows strong ethnic variation77 strong ethnic variation
Goto et al. 2011: the G risk allele reaches 20% frequency in Europeans but is essentially absent (<1%) in Japanese and Chinese populations, where different C3 variants drive AMD susceptibility. In European-ancestry populations, R102G explains approximately 17-22% of AMD attributable risk, independent of other major risk genes like CFH Y402H.
Functional studies demonstrate that the G102 variant exhibits differential binding to complement receptors on monocytes88 differential binding to complement receptors on monocytes
Botto et al. 1992 and affects C3 protein stability in physiological salt concentrations99 C3 protein stability in physiological salt concentrations
Perkins et al. 2015. The variant has also been linked to other complement-mediated diseases including IgA nephropathy and membranoproliferative glomerulonephritis type II, underscoring its functional impact on immune regulation.
Practical Implications
If you carry one or two G alleles, you face moderately to significantly increased risk for AMD, particularly after age 60. The disease manifests as blurred or distorted central vision, difficulty reading, and dark or empty areas in the visual field. Early detection through regular dilated eye exams is critical—progression can be slowed1010 progression can be slowed
AREDS2 study with nutritional supplementation (zinc, copper, vitamins C and E, lutein, zeaxanthin) for intermediate or advanced AMD in one eye.
Smoking dramatically amplifies AMD risk across all genotypes and should be avoided entirely. Some evidence suggests omega-3 fatty acids may be protective, though results are mixed. For advanced wet AMD, anti-VEGF injections can preserve vision. Emerging complement-targeted therapies (C3 inhibitors like pegcetacoplan) show promise for geographic atrophy, though results are complex.
The complementopathy extends beyond the eye: carriers of high-risk C3 variants may benefit from monitoring kidney function1111 carriers of high-risk C3 variants may benefit from monitoring kidney function
association with glomerular diseases, as the complement system also regulates renal inflammation. Consider discussing family history and early screening with an ophthalmologist, especially if you have multiple AMD risk factors.
Interactions
C3 R102G interacts with other complement pathway variants to modify AMD risk. The most important interaction is with CFH Y402H (rs1061170), the strongest genetic risk factor for AMD. Individuals carrying risk alleles at both loci face compounded risk—the two genes operate in the same biological pathway but represent distinct mechanistic failures (CFH regulates complement, while C3 executes it). Studies show no statistical interaction between the two variants, meaning their effects are independent and additive.
C3 R102G is in strong linkage disequilibrium with another C3 variant, P314L (rs1047286), making it difficult to separate their individual effects. However, conditional analyses suggest R102G is the primary functional variant. Other complement genes (CFB, CFI, C2) also influence AMD risk but show no evidence of statistical interaction with C3 R102G.
Environmental factors modify genetic risk: smoking has the strongest effect, with smokers who carry the GG genotype facing dramatically elevated AMD risk. High dietary intake of omega-3 fatty acids1212 High dietary intake of omega-3 fatty acids
SanGiovanni et al. 2008 may partially offset genetic risk, though this remains under investigation. The interplay between complement genetics and lipid metabolism in drusen formation suggests dietary fats influence disease expression in genetically susceptible individuals.
rs228697
PER3 Pro864Ala
- Chromosome
- 1
- Risk allele
- G
Genotypes
Standard Clock — Normal PER3 function — no strong chronotype shift from this variant
Evening Tendency — One copy of the PER3 variant — mild evening chronotype shift
Strong Evening Tendency — Two copies of the PER3 variant — pronounced evening chronotype shift
PER3 Pro864Ala — Your Internal Clock's Tempo
The PER3 gene encodes Period Circadian Regulator 311 Period Circadian Regulator 3
One of three Period proteins (PER1, PER2, PER3) that form the negative arm of the mammalian circadian clock feedback loop,
a protein at the heart of the molecular clock that governs your
~24-hour sleep-wake cycle. Every cell in your body runs a version
of this clock, and PER3 helps set its tempo. The rs228697 variant
swaps a proline for an alanine at position 864, subtly changing how
the clock protein behaves — and, with it, whether you lean toward
being a morning lark or a night owl.
PER3 is best known for its VNTR polymorphism22 VNTR polymorphism
A variable number tandem repeat (4 or 5 copies of a 54-bp repeat) in exon 18 that strongly influences sleep timing and homeostatic sleep drive, but is not on SNP genotyping chips
(4-repeat vs 5-repeat), which strongly predicts sleep timing and
sleep need but cannot be genotyped on standard SNP chips. The
Pro864Ala missense variant (rs228697) is the best SNP-chip proxy for
PER3 circadian effects and has its own independent functional
consequences.
The Mechanism
The circadian clock runs on a transcription-translation feedback loop33 transcription-translation feedback loop
CLOCK and BMAL1 proteins activate transcription of PER and CRY genes; the PER/CRY protein complex then feeds back to repress CLOCK-BMAL1, creating a ~24-hour oscillation.
CLOCK and BMAL1 proteins bind to E-box elements44 E-box elements
Short DNA sequences (CACGTG) in gene promoters that CLOCK-BMAL1 heterodimers recognize to activate transcription of clock-controlled genes
to activate PER and CRY genes. The resulting PER and CRY proteins
accumulate, form complexes, enter the nucleus, and repress their own
transcription — completing one cycle roughly every 24 hours.
The Pro864Ala substitution sits in a region containing two potential
SH3-binding motifs55 SH3-binding motifs
Src Homology 3 domains mediate protein-protein interactions; the proline-to-alanine change disrupts these binding sites, altering how PER3 interacts with partner proteins.
Replacing proline (a rigid amino acid that enforces tight bends in protein
structure) with alanine (a flexible, small amino acid) alters the local
protein conformation. Functional experiments66 Functional experiments
Lavebratt C et al. Molecular analyses of circadian gene variants. Transl Psychiatry, 2016
showed that the variant (G allele) protein is more stable than the
wild-type — it degrades more slowly, accumulates to higher levels, and
recruits more PER2 into the transcription repression complex. The result
is a stronger repressor of CLOCK-BMAL1-driven transcription.
When the variant hPER3 was expressed in mammalian fibroblasts, it caused
a significant, dose-dependent lengthening of the circadian period. A
computational model77 computational model
Liberman AR et al. Circadian clock model supports molecular link between PER3 and human anxiety. Sci Rep, 2017
estimated this lengthening at 2-6% — enough to shift a 24-hour period
toward roughly 25 hours. People whose internal clock runs long tend to
drift toward later sleep and wake times — the hallmark of evening
chronotype.
The Evidence
The initial genetic association88 initial genetic association
Hida A et al. Screening of clock gene polymorphisms demonstrates association of a PER3 polymorphism with morningness-eveningness preference and circadian rhythm sleep disorder. Sci Rep, 2014
came from a Japanese study of 925 controls, 182 delayed sleep phase
patients, and 67 free-running type patients. The G allele was
significantly associated with eveningness preference (sex-adjusted
OR 2.48, 95% CI 1.34-4.60, corrected P = 0.012). More strikingly,
G allele frequency was doubled in free-running type patients — people
whose internal clock fails to entrain to the 24-hour day (age- and
sex-adjusted OR 2.02, 95% CI 1.16-3.52, P = 0.017).
An Italian replication study99 Italian replication study
Lazar AS et al. Diurnal preference, mood and the response to morning light in relation to polymorphisms in the human clock gene PER3. Sci Rep, 2017
of 786 Caucasian subjects confirmed the chronotype association (OR
2.10, 95% CI 1.21-3.65, P = 0.008) and found that G carriers showed
lower mood scores in the late afternoon and early evening — the time
when a longer-period clock would be most misaligned with the external
day.
Beyond chronotype, a case-control study1010 case-control study
Lavebratt C et al. Molecular analyses of circadian gene variants reveal sex-dependent links between depression and clocks. Transl Psychiatry, 2016
of 592 major depressive disorder (MDD) cases and 776 controls found
the G allele associated with MDD risk (OR 1.39, allelic P = 0.007),
with a stronger effect in women (allelic P = 0.041). Separately,
anxiety levels1111 anxiety levels
Liberman AR et al. Sci Rep, 2017
were significantly higher in G allele carriers (F(2,305) = 3.195,
P = 0.042), consistent with the broader finding that circadian
misalignment elevates anxiety and depression risk.
Practical Implications
This variant does not cause disease. It shifts your circadian tendency. If you carry the G allele and find yourself naturally gravitating toward later bedtimes, the biology supports what you already feel. The key is to work with your chronotype rather than fight it:
Morning light exposure is the most powerful tool for advancing a late-running clock. Even 20-30 minutes of outdoor light before 10 AM can shift your circadian phase earlier. Conversely, avoiding bright light (especially blue-enriched screens) in the 2-3 hours before desired bedtime prevents the clock from being pushed even later.
Meal timing also entrains peripheral clocks. Eating your last substantial meal at least 3 hours before sleep, and anchoring breakfast to a consistent time, provides a secondary timing cue that reinforces the light signal.
For the mood dimension, the association between this variant and
depression/anxiety appears to operate through circadian misalignment
rather than a direct effect on mood neurocircuitry. Maintaining
regular sleep-wake timing — even on weekends — reduces
social jetlag1212 social jetlag
The discrepancy between your biological clock and your social schedule, measured as the difference between midpoint of sleep on work days vs free days
and may mitigate the mood risk.
Interactions
PER3 Pro864Ala interacts with the PER3 VNTR (4-repeat vs 5-repeat). The G allele combined with the PER3-4 repeat haplotype shows a stronger association with morningness than either variant alone (OR 2.19 for the haplotype vs OR 2.10 for the SNP alone). However, the VNTR is not genotyped on standard SNP chips, so this interaction cannot be assessed from 23andMe data.
PER3 is part of a broader circadian gene network including CLOCK, BMAL1 (ARNTL), PER1, PER2, CRY1, and CRY2. Variants in these genes may compound or buffer PER3 effects on chronotype, but specific SNP-SNP interactions with rs228697 have not been well characterized in the published literature.
rs6311
HTR2A -1438G>A
- Chromosome
- 13
- Risk allele
- G
Genotypes
Lower risk of SSRI side effects
Intermediate risk of SSRI side effects
Increased risk of SSRI side effects
HTR2A -1438G>A: The SSRI Side Effect Variant
The serotonin 2A receptor gene (HTR2A) encodes one of the brain's most important receptors for serotonin signaling11 serotonin signaling
Serotonin (5-HT) is a neurotransmitter involved in mood regulation, sleep, appetite, and cognition. The 5-HT2A receptor is a primary target for many antidepressants and antipsychotics.. The rs6311 polymorphism sits in the promoter region of this gene, 1438 bases upstream of the transcription start site, where it influences how much receptor protein your cells produce. This variant has been extensively studied for its role in psychiatric medication response22 psychiatric medication response
Over 149 publications have investigated this SNP in relation to mental health conditions and treatment response, though results have been notably inconsistent for efficacy and more consistent for side effects.
The Mechanism
Rs6311 is a regulatory variant33 regulatory variant
Located in the promoter/5' UTR region, this SNP affects transcriptional regulation rather than changing the protein sequence directly that modulates HTR2A gene expression. The variant is transcribed in minor isoforms of HTR2A mRNA, particularly those with an extended 5' untranslated region (UTR). Research shows the A allele associates with reduced expression44 A allele associates with reduced expression
The variant "A" allele of rs6311 is associated with reduced expression of isoforms containing the extended 5' UTR of these extended UTR isoforms. The G allele, conversely, allows higher expression of the extended 5' UTR, which may increase translational efficiency and ultimately receptor density in the brain.
Rs6311 exists in near-perfect linkage disequilibrium55 near-perfect linkage disequilibrium
Rs6311 and rs6313 are in near-perfect LD, located 1538 bases apart on chromosome 13, with 99.6-99.7% concordance between alleles with rs6313 (T102C), a synonymous coding variant. In most cases, the rs6311 G allele pairs with rs6313 C, and rs6311 A pairs with rs6313 T. This tight linkage makes it difficult to determine which variant drives observed effects, though functional studies suggest rs6311's regulatory location may be more mechanistically relevant.
The Evidence
The most robust and replicated finding for rs6311 concerns SSRI side effects rather than efficacy. A weighted average of three paroxetine studies66 weighted average of three paroxetine studies
All three studies (total n = 237) found significantly increased incidence of adverse events in patients with the -1438GG genotype, with side effect rates increasing from 15% among A carriers to 42% among GG homozygotes (n=237 total) showed side effect rates of 15% among A allele carriers versus 42% among GG homozygotes when treated with paroxetine. Similar patterns have been observed with other SSRIs including citalopram and fluvoxamine, though these findings await replication in larger cohorts.
In a Malay population study77 Malay population study
The GG genotype of HTR2A polymorphism has decreased odds for dizziness but increased odds for poor concentration, while GA genotype increases odds for excessive sweating, diarrhea, constipation and blurred vision, the GG genotype showed decreased odds for dizziness but increased odds for poor concentration, while the GA genotype increased odds for excessive sweating, diarrhea, constipation, and blurred vision on SSRI treatment. A 2019 study on sexual dysfunction88 2019 study on sexual dysfunction
The -1438A/G and 102T/C polymorphisms appear associated with sexual dysfunction induced by citalopram, with risk increasing with number of "risky" alleles found that sexual dysfunction risk from citalopram/sertraline increased with the number of "risky" alleles (G for rs6311, C for rs6313, L for 5-HTTLPR).
Evidence for treatment efficacy is considerably less consistent. A large Chinese study99 large Chinese study
Study of 290 patients treated with SSRIs found no association between rs6311 and treatment response or remission (n=290) found no association with SSRI response or remission. The STAR*D study, one of the largest antidepressant trials, also found no significant association1010 also found no significant association
Neither rs6311 nor rs6313 showed significant association with treatment response or remission in the STAR*D study for rs6311 with citalopram efficacy. A 2020 meta-analysis1111 2020 meta-analysis
Pooled analyses of 16 studies (1931 subjects) indicated significant association with higher response in dominant model for 1438A/G polymorphism (OR: 1.40, 95% CI: 1.12-1.76) of 42 studies found some evidence for improved response with the GG genotype, but noted results were highly dependent on individual studies and publication bias may be present.
Beyond antidepressant effects, rs6311 has been studied extensively in schizophrenia. A meta-analysis of 15 case-control studies1212 meta-analysis of 15 case-control studies
The -1438A/G polymorphism was a risk factor for schizophrenia, especially in Caucasians, with odds ratios ranging from 1.12-1.20 depending on genetic model found the G allele associated with increased schizophrenia risk in Caucasian populations (OR 1.12-1.20 depending on genetic model), though not in East Asian populations, highlighting important ancestry-specific effects.
Practical Implications
If you carry the GG genotype and are prescribed an SSRI, the evidence suggests heightened vigilance for side effects is warranted. The increased side effect risk with GG is one of the more consistent pharmacogenetic findings in psychiatry, though it's important to note this reflects population averages — individual responses vary considerably. Work closely with your prescriber to monitor for common SSRI side effects including gastrointestinal disturbances, sexual dysfunction, sleep changes, and activation symptoms, especially during the first 4-6 weeks of treatment.
The inconsistent efficacy data means rs6311 shouldn't guide initial drug selection, but it may inform how aggressively to pursue alternative medications if side effects emerge. If you experience intolerable side effects on one SSRI, alternatives include trying a different SSRI class (as pharmacokinetic differences may matter more than pharmacodynamic 5-HT2A effects), considering SNRIs or other antidepressant classes, or exploring non-serotonergic options depending on your clinical presentation.
For AA genotype carriers, the lower side effect risk doesn't guarantee a problem-free experience — individual factors including dose, drug-drug interactions, and comorbidities matter enormously. The same caution applies to those with AG genotypes, who show intermediate risk in the available data.
Interactions
Rs6311 interacts closely with rs6313 due to their near-complete linkage disequilibrium. Any effects attributed to one variant likely reflect the haplotype they share. Rs7997012, another HTR2A intronic SNP, has been studied primarily for antidepressant efficacy (with more consistent results than rs6311) and may compound effects on treatment response when combined with rs6311/rs6313 variants. Rs6314 (His452Tyr), a missense variant in HTR2A, also shows linkage with rs6311 and has been associated with aggressive traits and treatment response.
Compound effects involving rs6311 AG or GG genotypes plus rs6313 and 5-HTTLPR variants appear to increase sexual dysfunction risk on SSRIs in a dose-dependent manner. A 2011 study1313 2011 study
Interaction between rs7997012, rs6311 and gender explained 14% of variance in treatment response, suggesting rs6311 may not independently influence outcome but plays a role through interactions found the interaction between rs7997012, rs6311, and gender explained 14% of variance in treatment response, suggesting rs6311's effects may emerge primarily through interactions rather than independently.
rs7501331
BCO1 Ala379Val
- Chromosome
- 16
- Risk allele
- T
Genotypes
Full Converter — Normal beta-carotene conversion efficiency
Reduced Converter — ~32% reduced beta-carotene to vitamin A conversion
Poor Converter — Significantly reduced beta-carotene conversion — poor converter status
BCO1 Ala379Val -- Are You a Beta-Carotene Poor Converter?
The BCO1 gene (formerly called BCMO1) encodes
beta-carotene 15,15'-monooxygenase11 beta-carotene 15,15'-monooxygenase
The enzyme that cleaves one molecule of beta-carotene into two molecules of retinal, which is then converted to retinol (vitamin A),
the key enzyme responsible for converting beta-carotene from plant foods into
retinol -- the form of vitamin A your body actually uses. This single enzymatic
step is the only route by which dietary carotenoids from carrots, sweet potatoes,
spinach, and other orange and green vegetables become biologically active vitamin A.
The rs7501331 variant causes an alanine-to-valine substitution at position 379
of the BCO1 protein. Carriers of the T allele produce a less efficient enzyme,
meaning more beta-carotene passes through unconverted. This is one of two coding
variants in BCO1 (alongside rs1293492222 rs12934922
R267S, the other common BCMO1 coding variant with a 42% minor allele frequency)
that together explain much of the genetically determined variation in
beta-carotene conversion efficiency across the population.
The Mechanism
BCO1 is a non-heme iron oxygenase33 non-heme iron oxygenase
It requires iron as a cofactor and molecular oxygen to cleave the central 15,15' double bond of beta-carotene
expressed primarily in intestinal enterocytes and the liver. It cleaves
beta-carotene symmetrically at the central 15,15' double bond, producing two
molecules of retinal44 retinal
Also called retinaldehyde; this is subsequently reduced to retinol (vitamin A) by retinal reductase.
The Ala379Val substitution occurs within the catalytic domain, subtly altering
the enzyme's active site geometry and reducing its turnover rate.
The body has a feedback mechanism: when retinol levels are adequate, an
intestinal transcription factor55 intestinal transcription factor
ISX (intestine-specific homeobox) represses BCO1 transcription when retinoic acid levels are sufficient
downregulates BCO1 expression to prevent vitamin A toxicity. In people with
reduced BCO1 activity, this feedback loop still operates, but the baseline
conversion capacity is lower, meaning less vitamin A is produced from a given
amount of dietary beta-carotene even before feedback suppression kicks in.
The Evidence
The landmark
2009 study by Leung et al.66 2009 study by Leung et al.
Leung WC et al. Two common single nucleotide polymorphisms in the gene encoding beta-carotene 15,15'-monoxygenase alter beta-carotene metabolism in female volunteers. FASEB J, 2009
identified rs7501331 (A379V) and rs12934922 (R267S) as the two common coding
variants responsible for the "poor converter" phenotype. Female volunteers
carrying the 379V allele showed a 32% reduction in the retinyl palmitate-to-beta-carotene
ratio after a pharmacological beta-carotene dose (P = 0.005). Those carrying both
variant alleles (379V + 267S) showed a 69% reduction (P = 0.001). In vitro, the
double mutant enzyme had 57% lower catalytic activity (P < 0.001).
Carriers also had dramatically higher fasting plasma beta-carotene: +160%
for 379V carriers and +240% for double carriers. This accumulation of unconverted
beta-carotene is the biochemical signature of poor converter status and can
manifest as carotenodermia77 carotenodermia
A harmless yellowing of the skin, especially the palms and soles, caused by excess circulating carotenoids
in extreme cases.
A large study in 2,344 women88 large study in 2,344 women
Hendrickson SJ et al. BCO1 SNPs in relation to plasma carotenoid and retinol concentrations in women of European descent. Am J Clin Nutr, 2012
of European descent confirmed that BCO1 genetic variants predict plasma
carotenoid levels and can serve as surrogate markers for carotenoid exposure
in epidemiological studies.
In Filipino children and adolescents,
Zumaraga et al. (2022)99 Zumaraga et al. (2022)
Zumaraga MPP et al. Genotype effects on beta-carotene conversion to vitamin A. Food Nutr Bull, 2022
found the A379V T allele was inversely associated with vitamin A status in a
cohort of 693 subjects, highlighting the relevance of this variant for
populations that depend heavily on plant-based provitamin A sources.
Borel et al. (2011)1010 Borel et al. (2011)
Borel P et al. Genetic variants in BCMO1 and CD36 are associated with plasma lutein concentrations and macular pigment optical density. Ann Med, 2011
found that rs7501331 genotype also affects macular pigment optical density
and plasma lutein levels, suggesting BCO1 variants influence the metabolism
of multiple carotenoids beyond beta-carotene alone.
Practical Implications
The clinical relevance of rs7501331 depends heavily on dietary context. For people eating a mixed diet with adequate preformed vitamin A from eggs, dairy, fish, and liver, reduced beta-carotene conversion is largely inconsequential -- the body gets retinol directly from animal sources regardless of BCO1 efficiency.
The variant becomes clinically meaningful for vegans, vegetarians, and anyone relying primarily on plant sources for vitamin A. A person with two T alleles who eats no animal products may struggle to maintain adequate retinol status from beta-carotene alone, particularly if their diet is also low in fat (since beta-carotene absorption requires dietary fat).
Signs of suboptimal vitamin A status include dry eyes, night vision difficulty, dry skin, and impaired immune function. A serum retinol test can clarify actual status regardless of genotype.
Interactions
The most important interaction is with rs12934922 (R267S), the other common BCO1 coding variant. Individuals carrying T alleles at both rs7501331 and rs12934922 have compound poor converter status with up to 69% reduced beta-carotene conversion -- far exceeding the effect of either variant alone. The R267S variant has a higher minor allele frequency (42%) than A379V (24%), making the double-carrier combination relatively common. In the Leung et al. study, about 7-8% of the population carried both variant alleles.
This compound interaction is well-documented and represents one of the clearest gene-gene interactions in nutritional genomics. For double carriers who are vegan or vegetarian, preformed vitamin A supplementation (retinyl palmitate or retinol) or regular consumption of retinol-rich foods becomes particularly important.
rs7946
PEMT Val175Met
- Chromosome
- 17
- Risk allele
- T
Genotypes
Full Activity — Normal PEMT activity — normal choline production
Reduced Activity — Reduced PEMT activity — increased choline need
Low Activity — Low PEMT activity — high dietary choline need
PEMT — Your Internal Choline Factory
PEMT (phosphatidylethanolamine N-methyltransferase) is an enzyme in the liver that produces phosphatidylcholine 11 A major component of cell membranes and bile, essential for fat transport from the liver (PC) from phosphatidylethanolamine using three sequential methylation reactions. Phosphatidylcholine is a critical component of cell membranes, bile (needed for fat digestion), and VLDL particles (which transport fat from the liver). PEMT is the body's primary internal source of choline, reducing dependence on dietary intake.
The Mechanism
The Val175Met variant 22 Valine-to-methionine substitution at position 175 of the protein (p.Val175Met) (rs7946) substitutes valine with methionine at position 175 of the PEMT protein. The T allele (Met) reduces enzyme activity by approximately 30%, meaning less phosphatidylcholine is produced internally. This shifts the burden to dietary choline sources. Each methylation reaction requires one S-adenosylmethionine (SAM) 33 SAM is the body's universal methyl donor molecule, so PEMT activity is also dependent on overall methylation capacity. Notably, the T allele is very common in Europeans (75% frequency) but much rarer in East Asians (24%).
The Gender Dimension
PEMT is an estrogen-responsive gene — estrogen upregulates its expression. This means premenopausal women with PEMT variants may be partially protected by their estrogen levels. However, postmenopausal women with PEMT variants face a particularly high risk of choline deficiency because they lose both the genetic capacity and the hormonal support for internal choline production.
The Evidence
A clinical trial at UNC Chapel Hill44 A clinical trial at UNC Chapel Hill
da Costa KA et al. FASEB J 2006 — common genetic polymorphisms affect the human requirement for the nutrient choline demonstrated that women with PEMT variants
who consumed a low-choline diet developed liver dysfunction (fatty liver, elevated
liver enzymes) significantly more often than women without the variant. A
Japanese study55 Japanese study
Song J et al. PEMT Val175Met and NASH susceptibility, 2007 confirmed that the variant is significantly more frequent
in NASH patients. More recent research shows sex-specific effects66 sex-specific effects
PEMT rs7946 polymorphism and sex modify choline effect on hepatic steatosis risk, 2023
where adequate dietary choline intake modifies the risk of hepatic steatosis
differently in men and women.
Practical Implications
Egg yolks are the most practical dietary source of choline (about 150mg per yolk). Liver is even richer but less commonly consumed. If you carry the T allele, deliberately including choline-rich foods daily is one of the simplest and most impactful dietary strategies informed by your genetics. This is especially important if you also have MTHFD1 variants (rs2236225), which independently increase choline needs.
Interactions
PEMT interacts with MTHFD1 (rs2236225) — both variants increase choline requirements, and the combined effect can be substantial. It also interacts with MTHFR (rs1801133), as PEMT activity depends on SAM from the methylation cycle.
rs9923231
VKORC1 -1639G>A
- Chromosome
- 16
- Risk allele
- A
Genotypes
Normal Sensitivity — Normal warfarin sensitivity
Increased Sensitivity — Increased warfarin sensitivity
High Sensitivity — Highly sensitive to warfarin - low doses needed
VKORC1 - The Warfarin Sensitivity Gene
VKORC111 Vitamin K Epoxide Reductase Complex Subunit 1 encodes the target enzyme
of warfarin. While CYP2C9 determines how quickly you metabolize warfarin, VKORC1
determines how sensitive your body is to it. Together, these two genes account for
about 40-50% of the variability in warfarin dose requirements between individuals,
with VKORC1 alone contributing approximately 30%22 approximately 30%
Rieder MJ et al. PNAS, 2005.
The Mechanism
The -1639G>A variant33 rs9923231 is in the promoter region of VKORC1 and affects
gene expression. The A allele reduces VKORC1 transcription by approximately
44% compared to the G allele44 44% compared to the G allele
measured by dual luciferase assay, producing
less target enzyme. Since warfarin works by inhibiting VKORC1, having less enzyme
means less warfarin is needed to achieve the same anticoagulant effect. This is why
A allele carriers are "sensitive" to warfarin - they need lower doses.
Warfarin Dose Ranges
The impact on dosing is substantial: - GG genotype: typically requires 5-7mg daily - AG genotype: typically requires 3-4mg daily - AA genotype: typically requires 1.5-2.5mg daily
These are rough ranges - actual doses also depend on CYP2C9 genotype, age, weight, interacting medications, and dietary vitamin K intake.
Population Variation
The VKORC1 -1639A allele shows dramatic worldwide variation55 worldwide variation
Ross KA et al. J Hum Genet, 2010:
approximately 90% frequency in East Asian populations, 38% in Europeans, and only
10% in African-descent populations. This largely explains the well-known observation
that East Asian patients typically need lower warfarin doses than European patients,
who in turn need lower doses than African-descent patients.
The Pharmacogenomic Success Story
Warfarin pharmacogenomics is one of the most validated applications of
personalized medicine. Multiple randomized controlled trials (including the
landmark EU-PACT66 EU-PACT
Pirmohamed M et al. A Randomized Trial of Genotype-Guided Dosing of Warfarin. N Engl J Med, 2013 and COAG77 COAG
Kimmel SE et al. A Pharmacogenetic versus a Clinical Algorithm for Warfarin Dosing. N Engl J Med, 2013 trials) have demonstrated that genotype-guided warfarin
dosing reduces the time to stable therapeutic anticoagulation and decreases the
risk of both under- and over-anticoagulation during the critical initiation period.
Practical Implications
If you carry the A allele (AG or AA), you will need lower warfarin doses than average if ever prescribed this medication. This information should be in your medical record. While direct oral anticoagulants88 DOACs: newer blood thinners like apixaban and rivaroxaban that do not require genetic dose adjustment have replaced warfarin in many scenarios, warfarin remains the standard for mechanical heart valves and certain other conditions.
rs12934922
BCO1 Arg267Ser
- Chromosome
- 16
- Risk allele
- T
Genotypes
Full Converter — Normal beta-carotene to vitamin A conversion
Reduced Converter — Moderately reduced beta-carotene conversion
Poor Converter — Significantly reduced beta-carotene to vitamin A conversion
BCO1 Arg267Ser — When Carrots Are Not Enough
The BCO1 gene (formerly called BCMO1) encodes
beta-carotene oxygenase 111 beta-carotene oxygenase 1
The enzyme that cleaves beta-carotene at its central double bond, producing two molecules of retinal (vitamin A aldehyde),
the sole enzyme responsible for converting dietary beta-carotene into
retinal22 retinal
The aldehyde form of vitamin A, which is then converted to retinol (storage form) or retinoic acid (active signaling form),
the body's usable form of vitamin A. The rs12934922 variant causes an
arginine-to-serine substitution at position 267 of the protein (Arg267Ser),
reducing the enzyme's catalytic efficiency. This is one of two common coding
variants in BCO1 — the other being
rs7501331 (Ala379Val)33 rs7501331 (Ala379Val)
The other major BCO1 coding variant, located in exon 8, which independently reduces conversion by about 32% —
that together explain much of the genetic basis for the "poor converter"
phenotype seen in up to 45% of the population.
The Mechanism
BCO1 is an iron-dependent
dioxygenase44 dioxygenase
An enzyme that incorporates both atoms of molecular oxygen into the substrate, requiring iron as a cofactor
that symmetrically cleaves beta-carotene at its central 15,15' double bond.
The Arg267Ser substitution (A-to-T at rs12934922) occurs in the enzyme's
catalytic domain and reduces its ability to process beta-carotene.
In vitro studies55 In vitro studies
Leung WC et al. Two common SNPs in the gene encoding beta-carotene 15,15'-monoxygenase alter beta-carotene metabolism in female volunteers. FASEB J, 2009
of the recombinant double mutant protein (267Ser + 379Val) showed a 57%
reduction in catalytic activity compared to the wild-type enzyme. In human
volunteers, carriers of both variant alleles demonstrated a 69% reduction
in beta-carotene conversion, as measured by the retinyl palmitate to
beta-carotene ratio in triglyceride-rich lipoproteins after a beta-carotene
dose.
The consequence is straightforward: people with reduced BCO1 activity
accumulate more beta-carotene in their blood (sometimes visibly, as
carotenodermia66 carotenodermia
A yellowish skin discoloration caused by elevated blood carotenoid levels, harmless but sometimes confused with jaundice)
while producing less retinol. This matters most for individuals who rely
heavily on plant-based sources for their vitamin A — a concern for vegans,
vegetarians, and populations in regions where animal-source foods are
scarce.
The Evidence
The foundational study by
Leung and colleagues77 Leung and colleagues
Leung WC et al. Two common SNPs in the gene encoding beta-carotene 15,15'-monoxygenase alter beta-carotene metabolism in female volunteers. FASEB J, 2009
identified rs12934922 (R267S) and rs7501331 (A379V) as the two common
coding variants in BCO1, with variant allele frequencies of 42% and 24%
respectively. Female volunteers carrying the 379Val allele alone showed a
32% reduction in conversion (P=0.005), while those carrying both 267Ser
and 379Val had a 69% reduction (P=0.001). Fasting beta-carotene
concentrations increased by 160% and 240% respectively in these groups,
directly reflecting the impaired conversion.
A large study by
Hendrickson and colleagues88 Hendrickson and colleagues
Hendrickson SJ et al. BCO1 SNPs in relation to plasma carotenoid and retinol concentrations in women of European descent. Am J Clin Nutr, 2012
in 2,344 women of European descent confirmed that the rs12934922 T allele
was associated with significantly higher plasma beta-carotene levels
(P = 1.1 x 10-12), with a 48% difference between extreme genotype score
quintiles. Notably, the variant did not affect plasma retinol
concentrations, which are tightly regulated by liver stores and only drop
when deficiency is severe.
Population-level analysis by
Lietz et al.99 Lietz et al.
Lietz G et al. SNPs upstream from the beta-carotene 15,15'-monoxygenase gene influence provitamin A conversion efficiency in female volunteers. J Nutr, 2012
revealed large inter-ethnic differences in BCO1 variant frequencies, with
European populations carrying the T allele at ~44% frequency compared to
~14% in African and East Asian populations. This means the poor converter
phenotype is substantially more common in people of European ancestry.
Practical Implications
The most important question is whether you need to adjust your vitamin A sources based on this variant. For people with one or two T alleles:
Plant sources alone may not suffice. Beta-carotene from sweet potatoes, carrots, and leafy greens is converted less efficiently, meaning you may need to eat substantially more to achieve the same retinol yield — or include preformed vitamin A sources.
Preformed vitamin A (retinol) from animal sources — liver, egg yolks, dairy, fatty fish — bypasses BCO1 entirely. These become more important for carriers, especially TT homozygotes.
Vegetarians and vegans with this variant should be especially aware. Without animal sources, supplementation with preformed retinol (retinyl palmitate or retinyl acetate) may be worth discussing with a healthcare provider.
Cooking and fat improve beta-carotene bioavailability. Eating carotenoid-rich foods cooked (not raw) and with a source of fat maximizes what your BCO1 enzyme can process.
Plasma retinol testing is not useful for detecting marginal deficiency because the liver buffers levels until stores are nearly depleted. A better approach is to track symptoms (night vision difficulty, dry skin, frequent infections) and ensure adequate dietary intake.
Interactions
The rs12934922 variant interacts directly with rs7501331 (BCO1 A379V), the other major coding variant in the same gene. The combined effect is more than additive: carriers of T alleles at both positions show 69% reduced conversion versus 32% for rs7501331 T carriers alone. This suggests that the two amino acid changes compound the structural disruption of the enzyme's catalytic site. Because both variants are common (42% and 24% T allele frequency respectively), a meaningful proportion of people — estimated at 7-10% of Europeans — carry risk alleles at both positions. For these individuals, preformed vitamin A is particularly important.
Upstream regulatory variants (rs6564851, rs11645428, rs6420424) also independently reduce BCO1 expression by 48-59% and may further compound the coding variant effects, though the interaction has not been formally quantified in a single study.
rs2066845
NOD2 G908R
- Chromosome
- 16
- Risk allele
- C
Genotypes
Normal NOD2 bacterial sensing function
Moderately Impaired Sensor — One copy of G908R moderately increases Crohn's disease risk
Impaired Bacterial Sensor — Two copies of the G908R variant significantly increase Crohn's disease risk
NOD2 G908R — A Key Bacterial Sensor Variant in Crohn's Disease
The NOD2 gene encodes an intracellular pattern recognition receptor that detects bacterial cell wall fragments11 detects bacterial cell wall fragments
NOD2 specifically recognizes muramyl dipeptide (MDP), a conserved component found in peptidoglycan from both Gram-positive and Gram-negative bacteria. When bacteria are present, NOD2 triggers immune responses through the NF-κB pathway, producing antimicrobial peptides and recruiting immune cells to fight infection. The G908R variant (rs2066845), one of the three major Crohn's disease-associated NOD2 mutations, substitutes glycine with arginine at amino acid position 90822 substitutes glycine with arginine at amino acid position 908
This missense mutation occurs in the leucine-rich repeat (LRR) domain, the bacterial-sensing region of the NOD2 protein, impairing its ability to detect bacterial signals.
The Mechanism
NOD2 is primarily expressed in intestinal epithelial cells and immune cells33 primarily expressed in intestinal epithelial cells and immune cells
Particularly concentrated in Paneth cells of the small intestine, which secrete antimicrobial compounds to control gut bacteria. When functioning normally, NOD2 detects muramyl dipeptide from bacterial cell walls and activates the NF-κB signaling cascade, leading to production of inflammatory cytokines and alpha-defensins—powerful antimicrobial peptides that keep bacterial populations in check. The G908R mutation disrupts this process: the amino acid change in the bacterial-sensing LRR domain reduces NOD2's ability to bind muramyl dipeptide44 reduces NOD2's ability to bind muramyl dipeptide
Studies show G908R shares a common signaling defect with other CD-associated NOD2 variants, exhibiting impaired NF-κB activation in response to bacterial components. This leads to decreased production of antimicrobial peptides, allowing bacterial populations to grow unchecked and potentially triggering chronic inflammation.
The Evidence
G908R is one of three NOD2 variants strongly associated with Crohn's disease55 G908R is one of three NOD2 variants strongly associated with Crohn's disease
First identified in 2001, these variants account for over 80% of NOD2-associated Crohn's disease cases. The variant's impact follows a clear dose-response pattern: a comprehensive meta-analysis of 75 case-control studies66 a comprehensive meta-analysis of 75 case-control studies
Included 18,727 Crohn's disease cases and 17,102 controls across multiple populations found odds ratios of 2.2 for simple heterozygotes, 9.0 for compound heterozygotes (carrying two different NOD2 mutations), and 6.7 for homozygotes compared to non-carriers. The effect is most pronounced for ileal Crohn's disease—the form affecting the small intestine—where NOD2 mutations confer a 2-4 fold increased risk with one copy, and 20-40 fold with two copies77 NOD2 mutations confer a 2-4 fold increased risk with one copy, and 20-40 fold with two copies.
G908R carriers show specific disease characteristics88 G908R carriers show specific disease characteristics
A retrospective study of 202 Crohn's disease patients found G908R heterozygosity associated with ileal involvement and smoking. A recent meta-analysis demonstrated99 recent meta-analysis demonstrated
Examining studies from the last decade, focusing on surgical outcomes that G908R specifically increases odds of surgical recurrence following intestinal resection by 64%, making it crucial for predicting disease course and treatment planning. The variant also affects the gut microbiome before disease onset: studies of first-degree relatives of Crohn's patients1010 studies of first-degree relatives of Crohn's patients
Analysis of 1,546 healthy subjects with known NOD2 genotypes showed that C allele carriers (the risk variant) have significantly increased levels of Erysipelotrichaceae bacteria in their stool, suggesting the genetic variant alters the microbiome composition years before inflammation appears.
Practical Implications
Knowing your G908R status provides actionable information about gut health and disease risk. For carriers, the impaired bacterial sensing1111 impaired bacterial sensing
NOD2-deficient mice show increased bacterial loads and reduced ability to prevent pathogenic bacterial colonization means extra attention to gut microbiome health is warranted. Unlike some genetic risk factors, NOD2 variants don't doom you to disease—only 30-40% of Crohn's disease patients carry at least one NOD2 mutation1212 only 30-40% of Crohn's disease patients carry at least one NOD2 mutation
Conversely, 6-7% of healthy controls carry these mutations without developing disease, highlighting the importance of environmental and microbial factors.
For those with Crohn's disease who carry G908R, the variant has clinical implications: it predicts ileal location1313 ileal location
The terminal ileum, where Paneth cells are concentrated and NOD2 is most highly expressed, more aggressive disease course, and increased risk of needing surgery. This information can guide treatment decisions, with some evidence suggesting NOD2 mutation carriers may benefit more from early aggressive therapy to prevent complications.
Interactions
G908R frequently co-occurs with other NOD2 variants in compound heterozygous states, which dramatically amplifies risk. The most clinically significant combinations involve G908R with R702W (rs2066844) or with the L1007fs frameshift mutation (rs2066847). When someone carries two different NOD2 risk variants—one from each parent—the odds ratio for Crohn's disease jumps to 9.0, compared to 2.2 for a single variant. This multiplicative effect suggests the variants work through the same pathway, with each defective copy further impairing bacterial sensing.
Beyond NOD2 itself, G908R interacts with variants in genes involved in autophagy—the cellular process that digests intracellular bacteria. The ATG16L1 variant (rs2241880) is particularly relevant: NOD2 recruits ATG16L1 to bacterial entry sites1414 NOD2 recruits ATG16L1 to bacterial entry sites
This interaction is crucial for packaging invaded bacteria into autophagosomes for destruction. When both NOD2 and ATG16L1 are defective, bacterial clearance is severely compromised, potentially explaining why some NOD2 carriers develop disease while others don't. Studies of double-deficient mice show they develop spontaneous intestinal inflammation only when specific bacteria like Mucispirillum schaedleri are present, reinforcing that disease requires both genetic susceptibility and microbial triggers.
rs2304672
PER2 5'UTR C111G
- Chromosome
- 2
- Risk allele
- C
Genotypes
Typical Clock Timing — Standard PER2 expression and typical circadian timing
Carrier — Morning Shift — One copy of the morning-preference allele; mildly shifted circadian timing
Morning-Shifted Clock — Two copies of the morning-preference allele; stronger circadian advance
PER2 C111G — Your Internal Clock's Fine-Tuning Dial
The PER2 gene is one of the central gears in your body's
circadian clock11 circadian clock
The ~24-hour internal timer that governs sleep-wake cycles, hormone release, body temperature, and metabolism. It runs in nearly every cell but is coordinated by the suprachiasmatic nucleus (SCN) in the brain.
Every day, PER2 protein levels rise and fall in a precise rhythm: the protein
accumulates, enters the nucleus to shut down its own gene, gets degraded, and
the cycle starts again. This molecular oscillation is the heartbeat of
circadian timing. The rs2304672 variant sits in the
5' UTR22 5' UTR
5' untranslated region: the stretch of mRNA before the protein-coding sequence begins. It doesn't change the protein itself but can alter how much protein gets made and when
of PER2, 12 bases upstream of where translation begins, positioning it to
influence how much PER2 protein your cells produce.
The Mechanism
Unlike the famous PER2 S662G mutation that causes
Familial Advanced Sleep Phase Syndrome33 Familial Advanced Sleep Phase Syndrome
FASPS: a rare inherited condition where affected individuals fall asleep around 7:30 PM and wake at 4:30 AM. Caused by a missense mutation that alters PER2 phosphorylation and degradation,
rs2304672 does not change the PER2 protein itself. Instead, it sits in the
5' UTR regulatory region where it can affect mRNA stability, translation
efficiency, or transcription factor binding. The C allele (plus strand;
called "111G" in the original literature, which used
mRNA strand notation44 mRNA strand notation
PER2 is on the minus strand of chromosome 2. The "C111G" name describes the change on the mRNA/coding strand: C (common) to G (variant). On the plus strand that 23andMe reports, this is reversed: G (common) to C (variant))
has been associated with lower PER2 expression in thyroid tissue, suggesting
it may subtly reduce PER2 protein levels. Since PER2 is a
transcriptional repressor55 transcriptional repressor
PER2 protein accumulates and then enters the nucleus where it inhibits CLOCK/BMAL1, the transcription factors that activated PER2 in the first place. This negative feedback loop is the core engine of the circadian clock
in the clock feedback loop, reduced levels could advance the phase of the
oscillation, shifting the entire sleep-wake cycle earlier.
The Evidence
The original discovery66 original discovery
Carpen JD et al. A single-nucleotide polymorphism in the 5'-untranslated region of the hPER2 gene is associated with diurnal preference. J Sleep Res, 2005
came from a UK study at the University of Surrey. Among 484 volunteers screened
for extreme chronotype, the C allele (plus strand) was found at 14% frequency
in extreme morning types but only 3% in extreme evening types
(OR 5.67, P = 0.031). This made rs2304672 one of the first common variants
linked to human chronotype.
Replication has been mixed. A
Korean study of 299 medical students77 Korean study of 299 medical students
Lee HJ et al. PER2 variation is associated with diurnal preference in a Korean young population. Behav Genet, 2011
found no significant association, though the authors noted the minor allele
frequency was very low in their East Asian sample (8.4%), limiting statistical
power. A
Swedish study of over 1,200 individuals88 Swedish study of over 1,200 individuals
Johansson AS et al. PER gene family polymorphisms in relation to cluster headache and circadian rhythm in Sweden. Brain Sci, 2021
found a minor allele frequency of ~12% in European controls but no association
with cluster headache or chronotype in that cohort.
Beyond chronotype, neuroimaging research in 90 adolescents99 neuroimaging research in 90 adolescents
Forbes EE et al. PER2 rs2304672 polymorphism moderates circadian-relevant reward circuitry activity in adolescents. Biol Psychiatry, 2012
revealed that C allele carriers showed reduced
medial prefrontal cortex1010 medial prefrontal cortex
mPFC: a brain region involved in reward evaluation, decision-making, and emotional regulation. It integrates circadian signals with motivational states
activity during reward processing, and this effect was modulated by sleep
timing. Later sleep midpoints amplified the difference between genotypes,
suggesting that the variant's impact on brain function depends on alignment
with circadian phase.
A UK twin study of 862 participants1111 UK twin study of 862 participants
Denis D et al. A twin and molecular genetics study of sleep paralysis and associated factors. J Sleep Res, 2015
found a nominally significant association between rs2304672 and sleep paralysis
(P = 0.008, additive model), though this did not survive correction for
multiple testing. The connection is plausible: sleep paralysis involves
dysregulated transitions between sleep stages, which are under circadian
control.
Practical Implications
This variant has a modest effect size and mixed replication, placing it firmly in the "worth knowing, not life-changing" category. If you carry one or two copies of the C allele, you may have a natural tendency toward earlier sleep timing. This is not deterministic: light exposure, meal timing, exercise, and social schedule all powerfully shape your circadian phase. But working with your genetic tendency rather than against it can improve sleep quality and daytime alertness.
The reward circuitry findings suggest that C allele carriers may be more sensitive to the cognitive effects of misaligned sleep. If you are a carrier who keeps a late schedule (fighting your biological clock), you may notice stronger effects on mood and motivation than a non-carrier would in the same situation.
Interactions
PER2 operates within a network of clock genes. CLOCK (rs1801260) drives PER2 transcription as part of the CLOCK/BMAL1 activator complex, while PER3 (rs57875989) is a paralog with its own circadian associations. Carriers of both the PER2 rs2304672 C allele and the CLOCK rs1801260 G allele (evening preference allele) may experience a push-pull effect on chronotype, with the net result depending on which signal dominates. Studies examining these variants together are limited but the biological rationale for interaction is strong, given that PER2 and CLOCK sit on opposite sides of the same feedback loop.
rs279858
GABRA2 K132K
- Chromosome
- 4
- Risk allele
- C
Genotypes
Standard Response — Standard GABAergic signaling and typical alcohol response
Intermediate Sensitivity — One copy of the variant with moderate effects on alcohol response and anxiety
High Sensitivity — Two copies of the variant associated with altered alcohol response and anxiety traits
GABRA2 K132K — Anxiety and Alcohol Response Variant
The GABRA2 gene encodes the alpha-2 subunit of the GABA-A receptor, the brain's primary inhibitory neurotransmitter system.
The alpha-2 subunit participates in transporting chloride ions into neurons, causing hyperpolarization and inhibitory effects .
This subunit is found primarily in the hippocampus and forebrain , and
GABA-A receptors can be modulated by benzodiazepines and other agents that bind to the receptor .
Rs279858 is a synonymous SNP in exon 5 of GABRA2
, meaning it doesn't change the amino acid sequence11 it doesn't change the amino acid sequence
This is called a silent mutation - the DNA changes from T to C, but the protein remains unchanged because both codons specify lysine (K132K).
This variant lies within a 140 kb haplotype block that has been reproducibly associated with alcohol dependence across multiple populations .
The Mechanism
Although rs279858 is synonymous, it has functional consequences22 it has functional consequences
Synonymous variants can affect gene expression through multiple mechanisms: mRNA stability, splicing, translation efficiency, and linkage to regulatory variants.
Research using induced pluripotent stem cells found significantly lower levels of GABRA2 mRNA in neural cell cultures derived from C-allele carriers .
C-allele carriers show a low-expression cluster pattern for all four chromosome 4p12 GABA-A genes
, suggesting the variant or linked variants affect expression of the entire gene cluster33 the variant or linked variants affect expression of the entire gene cluster
The chromosome 4p12 cluster includes GABRG1, GABRA2, GABRA4, and GABRB1.
Reduced GABRA2 expression in the temporal and prefrontal cortex has been linked to higher anxiety levels in rodents
. The reduced inhibitory signaling may explain why C-allele carriers experience altered subjective responses to alcohol44 altered subjective responses to alcohol
The "high" and stimulation from alcohol and increased anxiety-related traits55 increased anxiety-related traits
Including nervous feelings and reduced risk-taking behavior.
The Evidence
Alcohol dependence:
Variants in this haplotype block have been replicated in multiple studies across different populations .
A meta-analysis combining multiple datasets found P=5×10⁻⁶ (OR=1.18) for association with alcohol dependence in Europeans .
In a validation study of 1,032 heroin users and 2,863 controls, the G-allele frequency was significantly higher in substance users (p<0.001, OR=0.84) .
The direction of effect varies by context.
One study found that C-allele carriers reported greater feelings of "high" and liking alcohol's effects . However, among already-dependent drinkers, T-allele homozygotes showed greater stimulation, suggesting the influence differs by stage of dependence .
Higher recent drinking was associated with reduced acute tolerance in risk allele carriers .
Anxiety and behavioral traits:
A phenome-wide association study found the C-allele associated with anxiety-related phenotypes, including reduced risk-taking behavior, increased nervous feelings, and reduced number of lifetime sexual partners .
These traits may be related to anxiety or behavioral inhibition identified as a risk factor for alcohol use disorders .
Neurocircuitry:
The G-allele was associated with heightened nucleus accumbens activation during adolescence , a critical period for addiction vulnerability.
In healthy controls, G-allele carriers showed significantly decreased reward network connectivity compared to A-allele carriers .
Aggression:
In patients with alcohol dependence, carriers of a specific A-C haplotype (rs567926-rs279858) were more likely to demonstrate aggressive behavior , and this rare haplotype (1.6%) was more frequent in Cloninger's type II alcoholism , characterized by early onset and aggression.
Practical Implications
This variant influences how you experience alcohol and your vulnerability to developing problematic drinking patterns. The C-allele is associated with enhanced subjective effects of alcohol — feeling more "high," stimulated, and euphoric from drinking. This heightened response can paradoxically increase risk for alcohol dependence, as the rewarding effects may drive continued use66 the rewarding effects may drive continued use
This is called incentive-sensitization theory of addiction.
The C-allele also predisposes to anxiety-related traits.
Reduced GABRA2 expression has been linked to higher anxiety in animal models, and anxiolytic drugs increase GABRA2 expression
. If you carry one or two C-alleles, you may benefit from non-pharmacological anxiety management strategies77 non-pharmacological anxiety management strategies
These work through multiple mechanisms including HPA axis regulation and neuroplasticity like regular exercise, mindfulness practices, and adequate magnesium intake88 adequate magnesium intake
Magnesium acts as a natural GABA-A receptor modulator.
For those with the CC or CT genotype and a family history of alcohol problems, awareness of enhanced alcohol sensitivity is protective. Studies show that education about genetic risk can motivate harm-reduction behaviors99 Studies show that education about genetic risk can motivate harm-reduction behaviors
This is called personalized prevention.
Interactions
Rs279858 is in strong linkage disequilibrium with other GABRA2 variants including rs567926, rs279826, and rs279871. These variants form two major haplotypes that differ in addiction risk. Additionally, the chromosome 4p12 region contains a cluster of related GABA-A receptor genes (GABRG1, GABRA2, GABRA4, GABRB1) whose expression appears coordinated. Variants affecting this entire cluster may have compounded effects on GABAergic neurotransmission.
Environmental factors strongly moderate genetic effects. Studies show that GABRA2 variants interact with parental monitoring, peer deviance, and stressful life events to influence externalizing behavior and substance use. The genetic vulnerability is expressed primarily in high-risk environments, consistent with a diathesis-stress model.
rs2802292
FOXO3
- Chromosome
- 6
- Risk allele
- T
Genotypes
Common Genotype — Standard FOXO3 stress response without longevity enhancement
Longevity Genotype — Enhanced stress response and longevity protection
Enhanced Longevity — Moderate longevity protection with one copy of the G-allele
The Longevity Variant — FOXO3's Intronic Enhancer
FOXO3 encodes a transcription factor that sits at the crossroads of aging biology, coordinating cellular responses to stress, nutrient availability, and oxidative damage. Among the hundreds of genetic variants studied for longevity associations, rs2802292 stands alone: carriers of its protective G-allele have a 1.9-fold increased probability of living past 95 years of age compared to TT homozygotes , and the association has been replicated in all human populations tested worldwide—collectively 5,746 subjects over 90 years and 6,554 controls .
The initial 2008 study11 The initial 2008 study
Willcox BJ et al. FOXO3A genotype is strongly associated with human longevity. Proc Natl Acad Sci USA. 2008
established the association in American men of Japanese ancestry, finding GG homozygotes had 2.75-fold higher odds of becoming centenarians. The finding has since been confirmed in Germans, Italians, Danes, Chinese, and multiple other populations, making FOXO3 one of only two genes with consistent longevity associations across ancestries (the other being APOE).
The Mechanism
For years, the molecular basis of rs2802292's longevity effect remained mysterious. The variant sits in intron 2 of FOXO3, a massive 101,625 base pair noncoding region, far from any protein-coding sequence. In 2018, researchers finally cracked the puzzle22 In 2018, researchers finally cracked the puzzle
Grossi V et al. The longevity SNP rs2802292 uncovered: HSF1 activates stress-dependent expression of FOXO3 through an intronic enhancer. Nucleic Acids Res. 2018:
the G-allele creates a novel HSE binding site for heat shock factor 1 (HSF1), which induces FOXO3 expression in response to diverse stress stimuli
. The T-allele lacks this binding site, resulting in lower FOXO3 expression when cells face oxidative stress, nutrient deprivation, or heat shock—precisely the conditions where FOXO3's protective functions matter most.
Think of it as a volume knob for cellular stress resistance.
The intronic G-allele correlates with increased expression of FOXO3 , giving cells higher baseline capacity to activate antioxidant defenses, DNA repair, autophagy, and apoptosis of damaged cells. This enhanced stress response appears to slow accumulation of cellular damage across decades, ultimately translating into extended healthspan and lifespan.
The Evidence
The evidence for rs2802292 is exceptionally strong. A 17-year prospective cohort study33 A 17-year prospective cohort study
Willcox BJ et al. The FoxO3 gene and cause-specific mortality. Aging Cell. 2016 tracked 3,584 Japanese American men, 1,595 white Americans, and 1,056 Black Americans, finding
G-allele carriers had a combined 10% reduction in all-cause mortality (HR 0.90, 95% CI 0.84–0.95, P = 0.001) . The benefit was even stronger for coronary heart disease—
26% protection against CHD mortality over 17 years .
The mechanisms behind this protection are becoming clearer.
G-allele carriers show higher telomerase activity in peripheral blood mononuclear cells (P = 0.015) , which confers substantial protection against telomere shortening as a function of age . They also exhibit significantly lower blood levels of the inflammatory cytokine TNF-α compared to TT genotypes , and older female G-allele carriers display a modest decline in pro-inflammatory IL-6 levels with age (P = 0.07) .
A Southern Italian cohort study44 A Southern Italian cohort study
Forte G et al. Exploring the relationship of rs2802292 with diabetes and NAFLD. Int J Mol Sci. 2024 found
TT genotype is a risk factor for developing type 2 diabetes (OR 2.14, 95% CI 1.01–4.53, P = 0.05) , while
G-carriers appear protected against diabetes (OR 0.45, 95% CI 0.25–0.81, P = 0.008) .
Practical Implications
What does this mean for your daily choices? Unlike many genetic variants with modest effects, FOXO3 influences pathways you can actively support. FOXO3 activity increases during caloric restriction, fasting, and exercise—all established longevity interventions. The G-allele amplifies FOXO3's response to these stressors, but even TT individuals benefit from lifestyle choices that activate FOXO3.
Focus on intermittent cellular stress: resistance exercise, high-intensity interval training, periodic fasting, and cold exposure all trigger FOXO3 activation. These hormetic stressors—challenges that are acutely uncomfortable but trigger adaptive responses—may be especially valuable for those without the longevity-associated G-allele.
The diabetes protection seen in G-carriers suggests metabolic health is central to this variant's effects. Maintaining insulin sensitivity through diet, exercise, and healthy body composition supports FOXO3 function regardless of genotype, though TT individuals may need to be more vigilant about metabolic markers.
Interactions
FOXO3 rs2802292 is part of a longevity haplotype that includes rs276426455 rs2764264
additional FOXO3 variant and rs1321779566 rs13217795
third FOXO3 longevity marker. These variants are in high linkage disequilibrium, particularly in Asian populations, functioning together as a coordinated regulatory unit. The variants appear to interact with the FOXO3 promoter through chromatin looping, fine-tuning gene expression in response to cellular stress.
FOXO3 also sits at the center of a 7.3 Mb chromatin domain on chromosome 6q21, with long-range physical contacts to 46 neighboring genes through CTCF binding sites. This suggests FOXO3's longevity effects may partially operate through trans-regulatory effects on nearby genes involved in stress resistance and metabolism.
The interaction with APOE is particularly intriguing: both genes independently associate with longevity, and both influence cardiovascular disease risk and inflammatory responses. Individuals with protective variants in both genes may experience synergistic benefits, though this awaits formal testing in large cohorts.
rs35767
IGF1 C-1245T
- Chromosome
- 12
- Risk allele
- C
Genotypes
Intermediate IGF-1 Producer — Moderate IGF-1 levels with balanced anabolic potential
Lower IGF-1 Producer — Lower circulating IGF-1 levels and reduced anabolic signaling
High IGF-1 Producer — Elevated IGF-1 levels associated with superior athletic performance and hypertrophy potential
The Anabolic Switch — IGF-1 and Your Muscle-Building Potential
Insulin-like growth factor 1 (IGF-1) is one of the most powerful anabolic hormones
in the human body. It activates the PI3K/Akt/mTOR pathway11 activates the PI3K/Akt/mTOR pathway
The canonical growth
signaling cascade that controls muscle protein synthesis and hypertrophy,
stimulates satellite cell activation22 satellite cell activation
Muscle stem cells that divide and fuse to
repair damage and create new muscle tissue,
and drives skeletal muscle hypertrophy in response to training. The rs35767
polymorphism sits in the promoter region of the IGF1 gene, 1,245 base pairs
upstream of the transcription start site, where it regulates how much IGF-1 your
body produces.
The T allele is associated with higher circulating IGF-1 levels compared to the C
allele, and TT carriers tend to have greater muscle mass and superior athletic
performance33 greater muscle mass and superior athletic
performance
Particularly in power and combined power-endurance sports like
decathlon. This variant has emerged as
one of the most replicated genetic markers for elite athletic performance.
The Mechanism
rs35767 is a regulatory variant located in the promoter region of the IGF1 gene on
chromosome 12. The T-to-C substitution at position -1245 affects transcription
factor binding and gene expression. Studies show the T allele leads to higher IGF-1
production, though the exact transcription factor interactions remain under
investigation. Some research suggests the C allele may allow binding of C/EBPD
transcription activator44 C allele may allow binding of C/EBPD
transcription activator
A DNA-binding protein that regulates gene expression,
while other evidence indicates the T allele results in higher circulating levels
through mechanisms that may involve altered promoter activity.
Once IGF-1 is secreted (primarily by the liver in response to growth hormone), it
binds to IGF-1 receptors on muscle cells. This triggers a signaling cascade:
PI3K converts PIP2 to PIP3, activating PDK1 and Akt. Akt then phosphorylates
mTORC1, which activates ribosomal protein S6 and translation initiation factor
eIF4E, ramping up protein synthesis. Simultaneously, Akt inhibits FoxO
transcription factors, blocking the expression of muscle atrophy genes55 blocking the expression of muscle atrophy genes
E3
ubiquitin ligases like atrogin-1 and MuRF1 that tag muscle proteins for
degradation.
IGF-1 also activates muscle satellite cells—the stem cells responsible for muscle
repair and growth. After intense exercise or muscle damage, satellite cells
proliferate and differentiate into new myonuclei, contributing approximately
half of the muscle mass gained during hypertrophy66 half of the muscle mass gained during hypertrophy
Based on studies using viral
IGF-1 delivery in animal models.
The Evidence
The rs35767 variant has been studied extensively in athletic populations. In a
2013 Israeli study of 87 power athletes and 78 endurance athletes77 2013 Israeli study of 87 power athletes and 78 endurance athletes
Including
international and Olympic-level competitors,
the T allele was significantly more frequent in top-level power athletes compared
to national-level athletes. Among the elite power cohort, 4.8% carried the TT
genotype versus 0% in non-athletic controls—a striking overrepresentation.
A 2022 study of decathlon athletes88 2022 study of decathlon athletes
Decathlon demands both power and endurance
across 10 events found the TT genotype
was significantly more prevalent among decathletes compared to other athlete groups,
and TT carriers demonstrated superior speed performance. These findings align with
the physiological role of IGF-1 in fast-twitch muscle fiber development and
force production.
A 2024 meta-analysis99 2024 meta-analysis
Pooling data across multiple cohorts to increase
statistical power
confirmed the T allele as a favorable genetic marker for both power and endurance
athletic performance, supporting the variant's role across multiple training
modalities.
At the molecular level, a 2014 study of European adults1010 2014 study of European adults
n=569 in discovery
cohort measured circulating IGF-1 and
found that carriers of the GG genotype (equivalent to TT on the minus strand)
had significantly higher IGF-1 levels (218 ng/ml) compared to AA carriers (190
ng/ml, p=0.007). The higher IGF-1 group also showed better insulin sensitivity,
suggesting metabolic benefits beyond muscle growth.
However, not all effects are beneficial. A Japanese longitudinal cohort of 1,506
individuals1111 Japanese longitudinal cohort of 1,506
individuals
Followed for long-term health outcomes
found that TT carriers experienced faster decline in renal function over time
compared to CC carriers, suggesting chronically elevated IGF-1 may have tradeoffs
for kidney health.
Practical Actions
If you carry one or two T alleles, you have a genetic advantage for building muscle and responding to strength training. To capitalize on this:
Prioritize resistance training. Your elevated IGF-1 levels mean you're biochemically primed for hypertrophy. Focus on progressive overload—gradually increasing weight, volume, or intensity over time. TT carriers may see faster strength gains and better recovery from high-volume training compared to CC carriers.
Consume adequate protein. IGF-1 activates mTOR, the master regulator of protein
synthesis, but mTOR needs amino acid availability to function. Aim for 1.6-2.2
g/kg body weight daily, with post-workout protein intake1212 post-workout protein intake
20-40g within 2 hours
of training to maximize the
anabolic window when IGF-1 signaling is elevated.
Optimize sleep and recovery. Growth hormone (the primary driver of hepatic IGF-1 production) peaks during deep sleep. TT carriers producing more IGF-1 may benefit even more from adequate sleep (7-9 hours) for muscle repair and satellite cell activation.
Consider monitoring kidney function if you're TT. While the athletic benefits are clear, the Japanese cohort data suggests potential long-term renal effects. If you're a TT carrier pursuing intense athletic training, periodic monitoring of eGFR and creatinine may be prudent, especially as you age or if you have other kidney risk factors.
Interactions
rs35767 interacts with other variants in the IGF axis. rs71364461313 rs7136446
An intronic
IGF1 variant has also been associated
with athletic performance and may compound with rs35767 to influence IGF-1 levels
and muscle phenotype. Similarly, rs9729361414 rs972936
Another IGF1 intronic variant
affects IGF-1 expression and has been linked to neurological outcomes and muscle
force production.
Beyond the IGF1 gene, interactions with the growth hormone receptor and myostatin
pathway are likely. Carriers of both the IGF1 T allele and myostatin rare R
allele1515 myostatin rare R
allele
Loss-of-function variants in MSTN that reduce this muscle growth inhibitor
show even greater muscle mass and performance, suggesting an additive or synergistic
effect.
For power athletes, the combination of rs35767 TT and ACTN3 RR1616 ACTN3 RR
Alpha-actinin-3,
the "gene for speed" may represent an
elite genetic profile for explosive strength and sprint performance.
rs4236601
CAV1
- Chromosome
- 7
- Risk allele
- A
Genotypes
Standard glaucoma risk from caveolin-1 regulation
Moderately increased risk for elevated eye pressure and glaucoma
Increased risk for elevated intraocular pressure and glaucoma development
Caveolin-1 and the Silent Vision Thief
Primary open-angle glaucoma (POAG) is the leading cause of irreversible
blindness worldwide, affecting over 70 million people11 affecting over 70 million people
Glaucoma is a chronic
degenerative optic neuropathy with progressive loss of retinal ganglion cells
resulting in characteristic optic nerve cupping and visual field
defects. The disease typically
progresses silently for years before vision loss becomes noticeable. The
rs4236601 variant sits in the regulatory region between the CAV1 and CAV2
genes on chromosome 7q31, and was the first common genetic risk factor
identified for POAG through genome-wide association
studies22 was the first common genetic risk factor
identified for POAG through genome-wide association
studies.
The Mechanism
This intergenic variant affects the expression and function of caveolin-1 and
caveolin-2, structural proteins that form caveolae — specialized
flask-shaped invaginations of the plasma membrane that are abundant in the
trabecular meshwork and Schlemm's canal33 caveolae — specialized
flask-shaped invaginations of the plasma membrane that are abundant in the
trabecular meshwork and Schlemm's canal
These structures regulate aqueous
humor outflow, the drainage system that controls intraocular
pressure. The trabecular meshwork
is the primary site of resistance to aqueous humor outflow, and dysfunction
in this tissue is the hallmark of POAG pathophysiology.
Studies in caveolin-1 knockout mice reveal the functional importance of this protein: Cav-1-deficient mice display ocular hypertension explained by reduced pressure-dependent drainage of aqueous humor44 Cav-1-deficient mice display ocular hypertension explained by reduced pressure-dependent drainage of aqueous humor. The loss of caveolae in the trabecular meshwork and Schlemm's canal renders these tissues unable to properly respond to mechanical stress from IOP fluctuations55 renders these tissues unable to properly respond to mechanical stress from IOP fluctuations, suggesting that caveolae provide both mechanical buffering and mechanotransduction signaling platforms.
The rs4236601 risk variant may reduce CAV1 expression in relevant ocular tissues. While no correlation was found between rs4236601 and CAV1 expression in blood or adipose tissue66 no correlation was found between rs4236601 and CAV1 expression in blood or adipose tissue, gene regulation is highly tissue-specific, and the variant likely affects expression specifically in the trabecular meshwork where it matters most. Some glaucoma-associated CAV1/CAV2 polymorphisms have been shown to reduce caveolin-1 expression in various tissues77 reduce caveolin-1 expression in various tissues, supporting the hypothesis that reduced caveolae formation compromises aqueous outflow regulation.
The Evidence
The initial genome-wide association study in 1,263 Icelandic POAG cases and 34,877 controls identified rs4236601[A] with an odds ratio of 1.36 (P = 5.0 × 10⁻¹⁰)88 genome-wide association study in 1,263 Icelandic POAG cases and 34,877 controls identified rs4236601[A] with an odds ratio of 1.36 (P = 5.0 × 10⁻¹⁰). The association was replicated in 2,175 European cases (combined OR = 1.18) and 299 Chinese cases (combined OR = 5.42)99 replicated in 2,175 European cases (combined OR = 1.18) and 299 Chinese cases (combined OR = 5.42), demonstrating both reproducibility and striking ancestry-specific effect sizes.
The variant shows dramatic frequency differences across populations. In European populations, the A risk allele occurs at 27-29% frequency1010 27-29% frequency, while in Chinese populations it is rare at 0.43-1.3% frequency1111 0.43-1.3% frequency but carries a much larger effect size (OR = 5.26). This pattern suggests the A allele may be tagging different causal variants in different ancestral backgrounds, or that genetic background modifies penetrance.
Importantly, rs4236601 is also associated with elevated intraocular pressure (IOP) independent of glaucoma diagnosis. The minor allele A is associated with a 0.42 mm Hg increase in mean IOP1212 The minor allele A is associated with a 0.42 mm Hg increase in mean IOP in European populations, and meta-analysis across multiple IOP GWAS studies achieved genome-wide significance (P = 4.0 × 10⁻¹¹)1313 meta-analysis across multiple IOP GWAS studies achieved genome-wide significance (P = 4.0 × 10⁻¹¹).
Replication studies have yielded mixed results across populations. While US Caucasian studies confirmed the association1414 US Caucasian studies confirmed the association, particularly in women, studies in Saudi Arabian1515 Saudi Arabian and Brazilian1616 Brazilian populations failed to replicate the finding. This heterogeneity may reflect differences in genetic background, linkage disequilibrium patterns, environmental factors, or POAG subtype distributions.
Practical Implications
Elevated IOP is the most important modifiable risk factor for glaucoma progression, and the only treatment target for which we have effective interventions. While rs4236601 genotype is not currently used in clinical decision-making, understanding your genetic risk can inform screening strategies and motivate adherence to regular comprehensive eye examinations.
The American Academy of Ophthalmology recommends comprehensive eye examinations for all adults over age 401717 comprehensive eye examinations for all adults over age 40 to screen for glaucoma. Individuals with the AA genotype, particularly those with additional risk factors (family history, African ancestry, myopia, thin central corneal thickness), may benefit from more frequent screening and earlier initiation of monitoring protocols.
IOP exhibits substantial diurnal variation, with many glaucoma patients experiencing peak pressures in the early morning hours outside of office visit times1818 peak pressures in the early morning hours outside of office visit times. Home tonometry devices now enable continuous monitoring that may detect pressure spikes missed by clinic measurements, potentially enabling more personalized treatment approaches.
Interactions
The CAV1/CAV2 locus interacts functionally with the nitric oxide signaling pathway, as caveolin-1 regulates endothelial nitric oxide synthase (eNOS) activity in caveolae. This connection may explain the association between CAV1/CAV2 variants and POAG subtypes characterized by vascular dysregulation1919 association between CAV1/CAV2 variants and POAG subtypes characterized by vascular dysregulation, particularly normal-tension glaucoma and cases with paracentral visual field defects. The interaction between ET-1 (endothelin-1), NO, and CAV1 is suspected to underlie aberrant retinal hemodynamic responses to postural changes observed in POAG patients.
Other POAG risk loci include CDKN2B-AS1 (rs2157719), TMCO1 (rs7518099), and SIX1/SIX6 (rs10483727). While no specific gene-gene interactions between rs4236601 and these loci have been definitively established, polygenic risk scores incorporating multiple POAG variants show additive effects on disease risk.
rs4680
COMT Val158Met
- Chromosome
- 22
Genotypes
Balanced (Intermediate) — Intermediate COMT (Val/Met) — balanced
Warrior (Fast) — Fast COMT (Val/Val) — the "Warrior" genotype
Worrier (Slow) — Slow COMT (Met/Met) — the "Worrier" genotype
COMT Val158Met — The Warrior/Worrier Gene
COMT (catechol-O-methyltransferase) 11 COMT methylates and inactivates catechol-containing compounds including dopamine, estrogens, and certain drugs is an enzyme that breaks down catecholamines — dopamine, norepinephrine, and epinephrine — by adding a methyl group from SAM. The Val158Met variant (rs4680) is one of the most fascinating genetic variants because it doesn't have a clear "good" or "bad" allele. Instead, each version confers different cognitive and behavioral trade-offs.
The Mechanism
The A allele (Met) 22 Val158Met: valine-to-methionine substitution at position 158 of the enzyme (p.Val158Met) produces an enzyme that works 3-4 times slower than the G allele (Val) version. Methionine at position 158 makes the enzyme thermolabile, reducing its catalytic efficiency at body temperature. Slower COMT means dopamine and other catecholamines persist longer in the prefrontal cortex, the brain region responsible for working memory, planning, and executive function 33 The prefrontal cortex is uniquely dependent on COMT for dopamine clearance because it lacks the dopamine transporter found in other brain regions.
Warrior vs. Worrier
The GG (Val/Val) "warrior" genotype breaks down dopamine quickly, resulting in
lower prefrontal dopamine levels. Warriors perform better under stress and pressure
but may have less optimal baseline cognitive performance. The AA (Met/Met) "worrier"
genotype maintains higher dopamine levels, leading to better cognitive performance
in calm conditions but greater vulnerability to stress and anxiety. This cognitive
trade-off was demonstrated in a landmark study by Egan et al.44 landmark study by Egan et al.
Egan MF et al. COMT Val158Met effects on prefrontal cortex function, 2001.
Pain and Opioid Response
COMT genotype significantly affects pain sensitivity and opioid response. The
Zubieta landmark study55 Zubieta landmark study
Zubieta JK et al. COMT Val158Met affects mu-opioid neurotransmitter responses to pain, 2003
showed that Met/Met individuals have diminished mu-opioid responses to pain. A
study on cancer patients66 study on cancer patients
Rakvag TT et al. COMT Val158Met influences morphine requirements in cancer pain patients, 2005 found that Val/Val patients
needed 63% higher morphine doses than Met/Met patients. A meta-analysis77 meta-analysis
Chen YC et al. COMT Val158Met and postoperative opioid consumption, 2018
confirmed reduced opioid consumption in Met carriers.
The Methylation Connection
COMT uses SAM as its methyl donor, directly linking it to the methylation cycle. Slow COMT (AA) individuals are more sensitive to methyl donors like methylfolate, methylB12, and TMG 88 Trimethylglycine (betaine): a potent methyl donor derived from choline that feeds into the methylation cycle (trimethylglycine). Excess methyl groups can overstimulate an already slow COMT pathway, causing anxiety, irritability, and insomnia. This is why some people feel worse on high-dose methylated B vitamins.
Practical Implications
If you are AA (slow COMT), be cautious with methyl donor supplements. Start with low doses and increase gradually. Folinic acid and hydroxocobalamin are gentler alternatives to methylfolate and methylcobalamin. Glycine (2-4g) can help buffer excess methyl groups. If you are GG (fast COMT), you generally tolerate methyl donors well and may even benefit from them. This variant is key to personalizing your methylation support strategy.
Interactions
COMT interacts with MTHFR (rs1801133) — MTHFR determines methylfolate production while COMT determines tolerance. Someone with both MTHFR AA (low methylfolate) and COMT AA (slow methylation) faces a complex supplementation challenge.
rs6025
F5 Leiden
- Chromosome
- 1
- Risk allele
- T
Genotypes
Non-carrier — No Factor V Leiden mutation
Homozygous — Homozygous Factor V Leiden - high clot risk
Carrier — Factor V Leiden carrier - increased clot risk
Factor V Leiden - The Clotting Mutation
Factor V Leiden is the most common inherited thrombophilia11 Thrombophilia: an inherited tendency to form blood clots more easily than normal
in people of European descent. Named after the Dutch city of Leiden where
it was discovered in 1994 by Bertina et al.22 Bertina et al.
Bertina RM et al. Mutation in Blood Coagulation Factor V Associated with Resistance to Activated Protein C. Nature, 1994, this variant affects the Factor V
clotting protein, making it resistant to inactivation by activated protein C (APC),
a natural anticoagulant.
The Mechanism
The rs6025 variant causes an arginine-to-glutamine substitution at position 53433 Amino acid change: arginine to glutamine at position 534 (R534Q), historically reported as R506Q
of the Factor V protein. Position 534 is one of the APC cleavage sites -
the exact spot where activated protein C normally cuts and inactivates Factor V to
prevent excessive clotting. The glutamine substitution prevents APC from cleaving
at this site, leaving Factor V active for longer and promoting a hypercoagulable
state44 Hypercoagulable state: a condition where the blood clots more readily than normal. This variant is classified as pathogenic by
ClinVar55 ClinVar
VCV000000642
and is found almost exclusively in populations of European ancestry (about 2.4%
allele frequency).
The Risk Spectrum
Heterozygous carriers (CT) have a 5-10 fold increased risk66 5-10 fold increased risk
Ridker PM et al. Factor V Leiden and risks of venous thrombosis among men. Lancet, 1995 of venous
thromboembolism (VTE), which includes deep vein thrombosis (DVT) and pulmonary
embolism (PE). Homozygous carriers (TT) have a 50-100 fold increased risk. These
are lifetime risks that compound with other risk factors like oral contraceptives,
pregnancy, surgery, immobility, and long-haul flights.
The Estrogen Interaction
The most critical clinical interaction is with estrogen-containing medications.
Estrogen increases several clotting factors and reduces protein S (another natural
anticoagulant). For Factor V Leiden carriers, estrogen-containing oral
contraceptives multiply the already elevated clotting risk by an additional 30-50
fold77 30-50
fold
Vandenbroucke JP et al. Factor V Leiden and oral contraceptive interaction on VTE risk. Thromb Haemost, 1999. This is why Factor V Leiden testing is recommended before prescribing
estrogen-containing contraceptives in women with a personal or family history of
blood clots.
Practical Implications
If you are a carrier, the most important actions are: avoid estrogen-containing contraceptives, inform surgeons before any procedure (prophylactic anticoagulation may be needed), stay hydrated and mobile during long flights, and be aware of DVT symptoms (unilateral leg swelling, pain, warmth). Pregnancy requires consultation with a hematologist. Despite the frightening-sounding risk ratios, the absolute annual risk of VTE in heterozygous carriers is still relatively low (about 0.5-1% per year), making this a risk to manage rather than fear.
rs10830963
MTNR1B Intron C>G
- Chromosome
- 11
- Risk allele
- G
Genotypes
Standard Melatonin Response — Normal melatonin-insulin timing — no special meal timing needed
Extended Melatonin Signaling — One copy of the risk allele — meal timing moderately affects glucose control
Strongly Extended Melatonin Signaling — Two copies of the risk allele — meal timing significantly affects glucose control and diabetes risk
MTNR1B — When You Eat Matters More Than What You Eat
The MTNR1B gene encodes melatonin receptor 1B11 melatonin receptor 1B
One of two G-protein-coupled
receptors for melatonin (MT1 and MT2). MT2 (MTNR1B) is expressed in the brain,
retina, and — critically — in pancreatic beta cells (MT2), a receptor found
not only in the brain but also on the insulin-producing beta cells of the
pancreas. This dual role places MTNR1B at the crossroads of two fundamental
biological systems: the circadian clock and glucose metabolism.
The rs10830963 variant sits in an intron of MTNR1B and is one of the strongest
GWAS22 GWAS
Genome-wide association study: an approach that scans the entire genome
of thousands of people to find genetic variants associated with a trait or
disease hits for fasting glucose levels ever identified, reaching a
significance of P = 3.2 x 10-50 in the original discovery. The G allele — carried
by roughly 28% of Europeans and up to 45% of East Asians — extends the duration of
melatonin signaling in pancreatic beta cells, impairing their ability to release
insulin in response to glucose. This makes it one of the most actionable
chrono-nutrition33 chrono-nutrition
The study of how the timing of food intake interacts with
circadian biology to affect metabolic health SNPs: for G carriers, when you
eat may matter as much as what you eat.
The Mechanism
Melatonin is the hormone of darkness — it rises in the evening, peaks during the
night, and falls before dawn. When melatonin binds MT2 receptors on pancreatic
beta cells, it activates inhibitory G-proteins44 inhibitory G-proteins
Gi proteins that reduce
intracellular cAMP levels, dampening the cell's ability to secrete insulin in
response to glucose (Gi), reducing cAMP and suppressing glucose-stimulated
insulin secretion. This is normally useful: it prevents insulin surges during
sleep when you are not eating.
The rs10830963 G allele increases MTNR1B expression in beta cells. More MT2
receptors mean stronger melatonin-mediated suppression of insulin secretion, and
Lane and colleagues55 Lane and colleagues
Lane JM et al. Impact of Common Diabetes Risk Variant in
MTNR1B on Sleep, Circadian, and Melatonin Physiology. Diabetes, 2016
showed that G carriers also have a 41-minute longer duration of elevated melatonin
and a 1.37-hour delayed melatonin offset in the morning. The result is a wider
window during which insulin secretion is suppressed — a window that overlaps with
meal times if you eat late at night or early in the morning.
The Evidence
The original GWAS discovery66 original GWAS discovery
Prokopenko I et al. Variants in MTNR1B influence
fasting glucose levels. Nat Genet, 2009
across 36,610 individuals found each G allele raises fasting glucose by
0.07 mmol/L (P = 3.2 x 10-50). A simultaneous study by
Lyssenko and colleagues77 Lyssenko and colleagues
Lyssenko V et al. Common variant in MTNR1B associated
with increased risk of type 2 diabetes and impaired early insulin secretion. Nat
Genet, 2009 confirmed that the risk
genotype impairs early insulin response to both oral and intravenous glucose, with
MTNR1B expression elevated in islets of risk carriers.
A large replication study88 large replication study
Sparsø T et al. G-allele of intronic rs10830963 in
MTNR1B confers increased risk of impaired fasting glycemia and type 2 diabetes.
Diabetes, 2009 of 19,605 Europeans
found the G allele increases impaired fasting glycemia risk with OR 1.64
(P = 5.5 x 10-11). In the UK Biobank99 UK Biobank
Tan X et al. Associations between
chronotype, MTNR1B genotype and risk of type 2 diabetes in UK Biobank. J Intern
Med, 2020 analysis of 337,083
participants, CG carriers had OR 1.10 and GG carriers OR 1.21 for type 2 diabetes
compared to CC.
The meal-timing dimension was demonstrated in a randomized crossover trial1010 randomized crossover trial
Garaulet M et al. Late dinner impairs glucose tolerance in MTNR1B risk allele
carriers: a randomized, cross-over study. Clin Nutr, 2017:
eating late (when melatonin is elevated) significantly impaired glucose tolerance
in G carriers but not in CC individuals. A larger follow-up1111 larger follow-up
Lopez-Minguez J
et al. Interplay of Dinner Timing and MTNR1B Type 2 Diabetes Risk Variant on
Glucose Tolerance and Insulin Secretion. Diabetes Care, 2022
with 845 participants confirmed that late dinner (1 hour before bed vs. 4 hours)
produced 3.5-fold higher melatonin levels, 6.7% lower insulin area under the
curve, and 8.3% higher glucose AUC — with significantly stronger effects in G
carriers.
Practical Implications
This is one of the most actionable SNPs in the glucose-metabolism space because the intervention is simple: eat dinner earlier. For G carriers, the overlap of high melatonin and high glucose from a late meal is what drives the impairment — shifting the last meal to at least 3-4 hours before bedtime substantially reduces this effect.
Morning eating may also matter. Lane et al. found that the T2D risk in G carriers was amplified in early risers, likely because these individuals wake while melatonin is still elevated. Having breakfast 1-2 hours after waking (rather than immediately) may help avoid the melatonin-glucose collision for early-rising G carriers.
Weight management is also relevant: the POUNDS Lost trial1212 POUNDS Lost trial
Huang T et al.
A circadian rhythm-related MTNR1B genetic variant modulates the effect of
weight-loss diets on changes in adiposity and body composition. Am J Clin Nutr,
2018 found that the G allele
modulates the effect of diet composition on weight loss, with G carriers losing
more weight on low-fat diets and gaining more body fat on high-fat diets.
Interactions
MTNR1B rs10830963 interacts with other type 2 diabetes risk loci. Carriers of the G allele here who also carry the TCF7L2 rs7903146 risk allele (T) face compounded diabetes risk through independent but converging pathways — MTNR1B impairing insulin secretion timing, TCF7L2 impairing beta cell development and incretin signaling. Both SNPs are independently actionable: meal timing for MTNR1B, dietary fat moderation for TCF7L2.
The CLOCK gene variant rs1801260 influences chronotype (morning vs. evening preference), which in turn affects when melatonin rises and falls. An evening chronotype combined with the MTNR1B G allele could extend the overlap between elevated melatonin and late eating, though direct evidence for this specific gene-gene interaction remains limited.
rs17602729
AMPD1 C34T (Q12X)
- Chromosome
- 1
- Risk allele
- A
Genotypes
Full Activity — Normal AMPD1 enzyme function
Intermediate Activity — Reduced AMPD1 enzyme activity (~50%)
Deficient — Severely reduced AMPD1 enzyme activity (~16%)
The Energy Gatekeeper — AMPD1 and Athletic Performance
Every explosive movement — a sprint, a jump, a tackle — demands instant ATP. When muscles work at maximum intensity, adenosine monophosphate deaminase 1 (AMPD1)11 adenosine monophosphate deaminase 1 (AMPD1)
the muscle-specific isoform of AMP deaminase orchestrates a critical step in energy recycling: converting AMP to IMP (inosine monophosphate), which feeds back into ATP regeneration through the purine nucleotide cycle. The C34T variant (rs17602729) introduces a premature stop codon at position 12, producing a truncated, nonfunctional enzyme in 1-2% of Caucasians22 1-2% of Caucasians
homozygous for the T allele.
The consequences are dramatic for athletic performance. A 2025 meta-analysis33 2025 meta-analysis
Kartibou et al. systematic review of 5717 participants across 20 studies confirmed that possessing two copies of the C allele (wild-type) is associated with 1.72-2.17 times greater odds of achieving elite or sub-elite status in both endurance and power sports. Among Lithuanian elite athletes44 Lithuanian elite athletes
Ginevičienė et al. 2014, 86.3% of sprint/power athletes carried the CC genotype, compared to just 72.9% of endurance athletes and 74.2% of controls — and the TT genotype was entirely absent in the elite cohort.
This isn't just a statistical association. The enzyme deficiency has clear metabolic effects: 10% lower mean power55 10% lower mean power
Fischer et al. 2007, Wingate cycling test in AMPD-deficient subjects, faster power decline during repeated sprints, and impaired ATP catabolism during maximal exercise. These findings are directly relevant to football performance, where repeated sprint ability, explosive acceleration, and sustained high-intensity effort separate elite from average players.
Remarkably, the T allele has Neanderthal origins66 the T allele has Neanderthal origins
Nature Communications 2025, introduced to modern humans through ancient interbreeding. Neanderthals carried a different AMPD1 variant with ~25% lower catalytic activity, and the C34T mutation represents an even more severe loss of function. While complete deficiency is well tolerated in everyday life, it becomes limiting at the extremes of human performance.
The Mechanism
AMPD1 catalyzes the deamination of AMP to IMP, releasing ammonia. This reaction serves multiple critical functions during high-intensity exercise:
ATP regeneration: By removing AMP, AMPD1 drives the adenylate kinase reaction (2 ADP ⇌ ATP + AMP) toward ATP formation, providing additional energy during peak demand.
Maintaining ATP/ADP ratio: Rapid AMP removal prevents ADP accumulation, which is crucial because a high ATP-to-ADP ratio is advantageous for sustained muscle work77 advantageous for sustained muscle work
Norman et al. 2001.Purine nucleotide cycle flux: IMP feeds back through the purine nucleotide cycle (IMP → AMP → ATP), supporting repeated bursts of maximal effort.
The C34T mutation (c.34C>T) changes codon 34 from CAG (glutamine) to TAG (stop), truncating the protein at position 12 — far too early to form a functional enzyme. Homozygotes (AA genotype)88 Homozygotes (AA genotype)
on the plus strand, equivalent to TT on minus strand retain only 16% of normal AMPD activity, while heterozygotes (GA) show intermediate activity.
Metabolically, deficient individuals accumulate adenosine instead of IMP during exercise — a 25-fold increase in homozygotes99 25-fold increase in homozygotes
Norman et al. 2001 versus normal. Adenosine is a vasodilator and fatigue signal, potentially contributing to early fatigue and perceived exertion. Meanwhile, reduced IMP accumulation means less substrate available for ATP regeneration during recovery between sprints.
The Evidence
Elite athlete studies: The 2025 meta-analysis by Kartibou et al.1010 2025 meta-analysis by Kartibou et al.
PMID 40332645 examined 1229 studies and included 20 eligible investigations across 11 countries. Results were unequivocal:
- Endurance athletes: CC genotype OR 1.72 (95% CI 1.40-2.12, p<0.00001); CT genotype OR 0.61 (0.49-0.75); TT genotype OR 0.43 (0.19-0.97, p=0.04) compared to non-athletes.
- Power athletes: CC genotype OR 2.17 (95% CI 1.69-2.78, p<0.00001); CT genotype OR 0.51 (0.39-0.65); TT genotype OR 0.25 (0.09-0.68, p=0.007) compared to controls.
No significant difference existed between endurance and power athletes — the C allele confers an advantage across metabolic pathways.
Sprint performance testing: Fischer et al. 20071111 Fischer et al. 2007
PMID 17463303 conducted 30-second Wingate cycling tests on 18 subjects stratified by AMPD1 genotype. Peak power was similar across groups, but mean power differed significantly (p=0.0035), with AMPD-deficient subjects averaging 10% lower output. Power decline at 15 seconds was markedly faster in the deficient group (p=0.0006) — a critical finding for football, where players perform 150-250 brief sprints per match with incomplete recovery.
Metabolic profiling: Norman et al. 20011212 Norman et al. 2001
PMID 11408438 performed muscle biopsies before and after Wingate testing. Normal homozygotes showed the highest AMP deaminase activity, net ATP catabolism, and IMP accumulation. Mutant homozygotes had very low enzyme activity, no significant ATP catabolism, no IMP accumulation, and a dramatic 25-fold increase in muscle adenosine. Heterozygotes displayed intermediate metabolic phenotypes but paradoxically showed greater plasma ammonia despite lower IMP production — suggesting compensatory mechanisms.
Population genetics: The T allele reaches 9-14% frequency in Europeans, 8% in Americans, but is virtually absent in East Asians1313 virtually absent in East Asians
1000 Genomes data and rare in Africans (1%). Among present-day Europeans, approximately 1.8% are homozygous deficient (AA genotype), with 10% heterozygous (GA). Despite the performance penalty at elite levels, the variant is well tolerated in everyday life and persists at high frequency — possibly because explosive athletic performance was not strongly selected for in post-agricultural populations, or because the variant offers unknown advantages in other contexts.
Practical Actions
For individuals with the AA genotype (homozygous deficient), the enzyme deficiency is permanent and cannot be reversed. However, strategies exist to partially compensate for impaired ATP regeneration during high-intensity exercise. For GA heterozygotes, effects are milder but similar principles apply.
D-ribose supplementation: Ribose is a 5-carbon sugar that directly feeds into ATP synthesis, bypassing the purine nucleotide cycle. Case reports1414 Case reports
PMID 3102830 suggest symptomatic relief with oral ribose at ~10 grams per 100 pounds body weight per day (0.2 g/kg), divided into hourly doses around training. However, evidence is mixed1515 evidence is mixed
PMID 1776826, and ribose does not persist in muscle during heavy exercise, so effects are transient.
Creatine monohydrate: Creatine provides an alternative anaerobic energy buffer (phosphocreatine → creatine + ATP) that operates independently of AMPD1. Standard loading (20 g/day for 5 days, then 5 g/day maintenance) has been suggested for AMPD deficiency1616 suggested for AMPD deficiency
though not specifically tested in RCTs.
Training adaptations: AMPD-deficient athletes can succeed at elite levels — they simply need to recognize their limits in repeated sprint scenarios. Longer recovery intervals between sprints (60-90 seconds vs 30-45 seconds), gradual volume increases, and strategic substitution patterns in team sports can mitigate the deficit. Over time, the repeated bout effect1717 the repeated bout effect
exercise-induced adaptations builds tolerance.
Monitoring: Some AA homozygotes experience exercise-induced muscle pain, cramping, or early fatigue beyond what training explains. Creatine kinase (CK) elevation after eccentric exercise may be exaggerated in AMPD deficiency. If symptoms are significant, consultation with a sports medicine physician or metabolic specialist is warranted.
Interactions
ACTN3 R577X (rs1815739): Alpha-actinin-3 is the "speed gene" — the RR genotype is overrepresented in power athletes. AMPD1 CC combined with ACTN3 RR1818 AMPD1 CC combined with ACTN3 RR
Ginevičienė et al. 2014 likely represents an optimal genetic profile for sprint and power sports, though formal interaction studies have not been published. Both genes affect fast-twitch muscle fiber function, but through different mechanisms (structural protein vs energy metabolism).
PPARGC1A Gly482Ser (rs8192678): PGC-1α regulates mitochondrial biogenesis. The Gly/Gly genotype is associated with endurance performance. Combining AMPD1 CC (optimal anaerobic energy) with PPARGC1A Gly/Gly (optimal aerobic capacity) might favor sports requiring both explosive power and endurance (e.g., football, rugby), though no published studies have tested this specific combination.
ACE I/D and AGT M235T (rs699): Both affect vascular function and blood pressure regulation during exercise. Since AMPD1 deficiency impairs ATP regeneration, enhanced oxygen delivery via favorable ACE and AGT genotypes could partially compensate. However, this is speculative — no interaction data exist.
Given the strong association between AMPD1 genotype and elite athlete status across multiple populations and sports, this variant is among the most robust genetic markers for athletic performance identified to date. For talent identification in youth football academies, the CC genotype is a positive indicator, while the AA genotype suggests challenges with repeated sprint ability that may require tailored training approaches.
rs2241880
ATG16L1 T300A
- Chromosome
- 2
- Risk allele
- G
Genotypes
Normal Autophagy — Standard gut epithelial barrier function and bacterial clearance
Intermediate Autophagy — Moderately increased Crohn's disease susceptibility, one copy of the risk variant
Impaired Autophagy — Significantly increased Crohn's disease risk, reduced bacterial clearance in gut cells
ATG16L1 T300A — Autophagy, Gut Health, and Crohn's Disease Risk
The ATG16L1 gene provides instructions for making a protein essential to autophagy, the cellular
recycling system that clears out damaged components and invading bacteria. The T300A variant11 The T300A variant
This threonine-to-alanine substitution at position 300 is one of the most replicated genetic risk
factors for Crohn's disease, first identified in genome-wide association studies in 2007
and subsequently confirmed in dozens of independent cohorts worldwide. In the gut, ATG16L1 plays a
critical role in Paneth cells, specialized epithelial cells that secrete antimicrobial peptides and
maintain the intestinal barrier. The T300A variant impairs this function, allowing bacteria to persist
when they would normally be destroyed.
The Mechanism
The T300A variant sits near a caspase-3 cleavage site22 The T300A variant sits near a caspase-3 cleavage site
Amino acids 296-299 form a caspase cleavage
motif, and the T300A substitution significantly increases the protein's susceptibility to
caspase-3-mediated degradation during cellular stress.
When cells experience metabolic stress, death receptor activation, or starvation, caspase-3
degrades the T300A variant more rapidly than wild-type ATG16L1, resulting in diminished autophagy.
This leaves epithelial cells less able to clear invading bacteria like Salmonella and
Yersinia enterocolitica. Studies in human epithelial cells show the T300A variant has markedly
decreased efficiency33 the T300A variant has markedly
decreased efficiency
The ala300-containing variant showed decreased capture of internalized
Salmonella within autophagosomes compared to the wildtype thr300-containing variant
in capturing bacteria within autophagosomes. The variant also disrupts the WD40 domain's ability
to interact with proteins like TMEM59, further impairing unconventional autophagy pathways.
The Evidence
Multiple meta-analyses confirm the T300A association with Crohn's disease44 Multiple meta-analyses confirm the T300A association with Crohn's disease
Meta-analysis of
30,606 IBD patients found the G allele was a risk factor (OR 1.23, 95% CI: 1.09-1.39, p=0.001)
while the A allele was protective (OR 0.74, 95% CI: 0.72-0.77, p<0.001).
The association is strongest in Caucasian populations from North America, Europe, and Latin America,
with minimal to no association observed in Asian populations. CD patients carrying the G allele
are significantly more predisposed to perianal disease55 CD patients carrying the G allele
are significantly more predisposed to perianal disease
OR 1.21, 95% CI: 1.07-1.38,
p=0.003, one of the more severe and treatment-resistant
manifestations of Crohn's. A 2025 meta-analysis found the G allele increases CD risk worldwide66 A 2025 meta-analysis found the G allele increases CD risk worldwide
OR 1.33, 95% CI: 1.29-1.37, with
GG homozygotes showing higher risk than AG heterozygotes. The variant also alters gut microbiota
composition—studies in knock-in mice show increased Bacteroides ovatus and elevated Th17 and
Th1 immune cells77 studies in knock-in mice show increased Bacteroides ovatus and elevated Th17 and
Th1 immune cells
Changes occur before disease onset, suggesting T300A contributes to dysbiosis
and immune infiltration prior to symptoms.
Practical Implications
This variant doesn't cause Crohn's disease on its own—it's a susceptibility factor that increases risk in the presence of environmental triggers like smoking, certain infections, or dietary patterns that stress the gut. For those with the GG genotype (about 19% of Europeans), maintaining gut barrier integrity becomes especially important. This means prioritizing dietary fiber, fermented foods, and avoiding pro-inflammatory processed foods and excessive antibiotic use. Regular monitoring for early signs of inflammatory bowel disease (persistent diarrhea, abdominal pain, blood in stool) allows for earlier intervention. The variant's impact on bacterial clearance also suggests that individuals with GG may benefit from strategies that support innate immunity and gut microbial diversity.
Interactions
ATG16L1 T300A interacts with other Crohn's disease susceptibility genes through multiple pathways.
Multidimensionality reduction analysis shows interaction between ATG16L1, IBD5 (rs6596075), and
IL23R (rs10889677) risk alleles88 Multidimensionality reduction analysis shows interaction between ATG16L1, IBD5 (rs6596075), and
IL23R (rs10889677) risk alleles
MDR analysis suggested an interaction between IBD5, ATG16L1,
and IL23R risk alleles, with combined carriage of
multiple risk variants substantially increasing CD risk. NOD2 (rs17221417) is particularly important—
NOD2 recruits ATG16L1 to sites of bacterial entry99 NOD2 recruits ATG16L1 to sites of bacterial entry,
so NOD2 mutations combined with ATG16L1 T300A produce a synergistic defect in bacterial autophagy.
Individuals homozygous for risk alleles at ATG16L1, IBD5, and NOD2 face approximately 20-fold
higher CD risk1010 Individuals homozygous for risk alleles at ATG16L1, IBD5, and NOD2 face approximately 20-fold
higher CD risk
CI ~9-49 compared to those carrying
none of these variants. IL23R variants also show statistical interaction, as IL23R regulates the
Th17 immune response that becomes dysregulated when ATG16L1-mediated bacterial clearance fails.
rs234706
CBS C699T
- Chromosome
- 21
- Risk allele
- A
Genotypes
Standard CBS Activity — Typical CBS enzyme function with standard homocysteine metabolism
Enhanced CBS Activity — Two copies of the protective variant with reduced cardiovascular disease risk
Intermediate CBS Activity — One copy of the protective T allele with modestly enhanced folate responsiveness
CBS C699T — A Protective Variant in the Transsulfuration Pathway
The CBS (cystathionine beta-synthase) gene encodes a critical enzyme that sits at the crossroads of [methylation | the process by which methyl groups are added to molecules, essential for DNA regulation, neurotransmitter production, and detoxification] and transsulfuration metabolism. CBS catalyzes the first step of the transsulfuration pathway, converting homocysteine11 homocysteine
an amino acid that, when elevated, is associated with cardiovascular disease and inflammation into cystathionine, which ultimately becomes cysteine and glutathione — the body's master antioxidant. The [C699T variant | also known as rs234706 or p.Tyr233=, a synonymous change that does not alter the amino acid sequence] is one of the most studied CBS variants, yet remains controversial in the genetics community.
The Mechanism
rs234706 is a synonymous variant that does not change the amino acid at position 233 (tyrosine remains tyrosine) , yet individuals homozygous for the T allele show significantly reduced homocysteine-to-cystathionine ratios compared to heterozygous and wild-type individuals , suggesting altered CBS enzyme activity or expression. The mechanism remains debated: some believe the T allele leads to CBS upregulation and overproduction of ammonia or decreased glutathione, while most peer-reviewed publications find little to no evidence for negative effects .
The variant may influence CBS expression through
effects on the non-coding RNA structure
, even though it doesn't alter protein structure. CBS requires vitamin B622 vitamin B6
in the form of pyridoxal-5-phosphate (P5P), the active cofactor for the enzyme and is allosterically activated by S-adenosylmethionine (SAMe), creating complex regulation within the methylation cycle.
The Evidence
The strongest evidence for rs234706 points to protective effects rather than harm.
A key study found TT homozygotes were significantly underrepresented in coronary artery disease patients (4.9% vs. 17.3% in controls), and these individuals showed the greatest response to folate supplementation, lowering homocysteine by 13.6% compared to 4.8% in CC homozygotes
33 Kruger et al. Polymorphisms in the CBS Gene Associated with Decreased Risk of Coronary Artery Disease. Molecular Genetics and Metabolism, 2000.
The TT genotype was also associated with a halved risk of non-Hodgkin lymphoma (OR 0.51, 95% CI 0.31-0.84)
44 Lim et al. Gene-Nutrient Interactions among Determinants of Folate and One-Carbon Metabolism on the Risk of Non-Hodgkin Lymphoma. Blood, 2007, suggesting the variant plays a protective role in cancer development. Additional research links the variant to improved LDL cholesterol and total cholesterol profiles, with liver samples showing significant CBS dysregulation in minor allele carriers .
The controversial "ammonia toxicity" theory — popularized in functional medicine circles — lacks support from studies measuring homocysteine levels, which have not shown the expected decreases that would indicate increased CBS activity .
Given the high prevalence of C699T heterozygosity (40-50% of populations), extreme dietary restrictions based on this variant alone are likely unwarranted unless ammonia testing confirms elevation .
Practical Implications
If you carry one or two copies of the T allele (A in dbSNP orientation), the evidence suggests you may have enhanced CBS pathway function, leading to more efficient homocysteine clearance — especially when folate intake is adequate. This translates to cardiovascular protection and reduced inflammation. The key is supporting the pathway with proper cofactors: vitamin B6 is essential for CBS function, and folate intake is particularly beneficial for T allele carriers .
The notion that CBS C699T carriers should avoid sulfur-containing foods (eggs, garlic, onions, cruciferous vegetables) stems from speculation about ammonia overproduction, but this is not well-supported by evidence. Some individuals with genuine sulfur sensitivity may benefit from dietary modifications, but this should be confirmed through biochemical testing (serum ammonia, urinary sulfates) rather than genetics alone.
Interactions
CBS sits at a critical juncture where the methylation and transsulfuration pathways intersect. Individuals with both MTHFR variants (rs1801133 C677T and rs1801131 A1298C) and CBS C699T may experience a balancing effect: reduced MTHFR activity causes homocysteine accumulation, while enhanced CBS activity (if present) helps clear it through the transsulfuration pathway . This gene-gene interaction can result in normal homocysteine levels despite MTHFR impairment, though it may increase demand for B vitamins.
The CBS variant's protective effects appear strongest when folate and vitamin B6 status are adequate, highlighting a gene-nutrient interaction. Other CBS variants (rs1801181 A360A) may compound effects on sulfur metabolism and should be considered in comprehensive methylation assessments.
rs324420
FAAH Pro129Thr
- Chromosome
- 1
- Risk allele
- A
Genotypes
Normal FAAH Activity — Standard FAAH enzyme levels and anandamide signaling
Intermediate Anandamide — Moderately elevated anandamide from reduced FAAH enzyme stability
High Anandamide — Substantially elevated anandamide levels from unstable FAAH enzyme
The "Bliss Gene" — FAAH and Your Endocannabinoid System
The FAAH gene encodes fatty acid amide hydrolase11 fatty acid amide hydrolase
an enzyme that breaks down anandamide, your brain's natural "bliss molecule", which binds to the same receptors as THC from cannabis. The rs324420 variant changes a single amino acid at position 129 from proline to threonine, making the enzyme more vulnerable to breakdown. Carriers of the A allele produce less stable FAAH enzyme, resulting in elevated anandamide levels throughout the brain and body22 elevated anandamide levels throughout the brain and body.
This common variant occurs in approximately 38% of Europeans (33% heterozygous AC, 5% homozygous AA), with markedly higher frequencies in African populations (~45%) and lower in East Asians (~10%)33 markedly higher frequencies in African populations (~45%) and lower in East Asians (~10%). The geographic distribution has led researchers to investigate whether this variant influences not just individual psychology but national happiness levels across cultures44 national happiness levels across cultures.
The Mechanism
The Pro129Thr substitution doesn't change FAAH's catalytic activity — the enzyme still breaks down anandamide at normal rates when it's present. The critical difference is protein stability55 protein stability. The threonine variant (A allele) is more sensitive to proteolytic degradation, meaning cells produce approximately 50% less FAAH enzyme in AA homozygotes compared to CC individuals. This leads to chronically elevated anandamide signaling through CB1 cannabinoid receptors, primarily in the amygdala, prefrontal cortex, and hippocampus — brain regions central to fear processing, stress response, and emotional regulation66 fear processing, stress response, and emotional regulation.
Elevated anandamide acts like a natural anxiolytic, dampening the amygdala's threat response and enhancing fronto-amygdala connectivity. In neuroimaging studies, A-allele carriers show reduced amygdala activation when viewing threatening faces77 A-allele carriers show reduced amygdala activation when viewing threatening faces and faster fear extinction learning — the ability to unlearn fear associations after a threat is no longer present.
The Evidence
Fear extinction and trauma response: Multiple fMRI studies demonstrate that A-allele carriers show enhanced fear extinction recall88 Multiple fMRI studies demonstrate that A-allele carriers show enhanced fear extinction recall, the neurobiological foundation of exposure therapy for PTSD and anxiety disorders. In a study of 55 healthy adults, AC heterozygotes showed significantly greater extinction recall compared to CC individuals, with distinct neural activation patterns in the ventromedial prefrontal cortex. This suggests the A allele may confer resilience to trauma-related symptoms, though one large veteran study (N=949) found no protective effect against PTSD development after military deployment99 one large veteran study (N=949) found no protective effect against PTSD development after military deployment.
Pain sensitivity: Women with the AA genotype undergoing breast cancer surgery reported significantly less sensitivity to cold pain1010 Women with the AA genotype undergoing breast cancer surgery reported significantly less sensitivity to cold pain (β = −1.48, 95% CI −2.14 to −0.8) and required less postoperative analgesia. A rare case report documented a Scottish woman with complete pain insensitivity, anxiety immunity, and accelerated wound healing1111 a Scottish woman with complete pain insensitivity, anxiety immunity, and accelerated wound healing, who carried both the AA genotype and a rare deletion in FAAH-OUT, a regulatory pseudogene.
Mood and well-being: The relationship with happiness is complex. A longitudinal study of 2,822 individuals found that each A-allele was associated with lower subjective well-being scores1212 A longitudinal study of 2,822 individuals found that each A-allele was associated with lower subjective well-being scores at both timepoints (B: −0.52, p = 0.007). However, cross-national studies show countries with higher A-allele frequencies report greater national happiness1313 countries with higher A-allele frequencies report greater national happiness, with Ghana, Nigeria, and Mexico ranking highest. The paradox may reflect that chronically elevated anandamide leads to CB1 receptor downregulation over time, potentially disrupting normal reward processing.
Substance use: The A allele shows divergent effects across substances1414 divergent effects across substances. For cannabis, AA individuals have roughly half the dependence rate of CC carriers (11% vs 26%) and report less subjective pleasure from marijuana — likely because they already have elevated endogenous cannabinoid tone. However, for alcohol, A-allele carriers with European ancestry show more severe alcohol dependence1515 A-allele carriers with European ancestry show more severe alcohol dependence when they do develop problems (13 more binge drinking days per month), potentially via an indirect pathway through lower subjective well-being. The A allele has also been associated with increased risk of methamphetamine dependence in Malaysian populations1616 increased risk of methamphetamine dependence in Malaysian populations (OR 2.0-3.7 depending on ethnicity).
Athletic performance: Elite volleyball and rink-hockey players with the A allele were 2-3 times more likely to achieve "super athlete" status1717 Elite volleyball and rink-hockey players with the A allele were 2-3 times more likely to achieve "super athlete" status, possibly due to enhanced stress coping and pain tolerance during training and competition. However, contradictory evidence exists, with some studies showing the AA genotype more common in sedentary individuals than elite athletes.
Practical Implications
If you carry the A allele, your endocannabinoid system is running at a higher baseline, with downstream effects on how you process fear, pain, stress, and reward. This may make you more resilient to acute stressors and physical pain, but potentially more vulnerable to mood disturbances if you experienced childhood trauma, which can interact with the A allele to increase anxiety and depression risk1818 interact with the A allele to increase anxiety and depression risk.
For mental health treatment, A-allele carriers may respond particularly well to exposure-based therapies for anxiety and PTSD, given the enhanced fear extinction consolidation. FAAH inhibitors — drugs designed to mimic the A-allele effect — are in clinical trials for anxiety disorders and showed promise in a 12-week trial for social anxiety1919 promise in a 12-week trial for social anxiety, though results have been mixed.
For pain management, AA individuals may require less analgesia for acute pain but should still discuss post-operative pain plans with providers, as individual variation is substantial. The reduced pain sensitivity doesn't eliminate pain entirely.
For substance use, recognize that if you have the A allele, cannabis will likely be less appealing and addictive, but alcohol may pose greater risk if you develop problematic use patterns, particularly if you also struggle with low mood.
Interactions
The FAAH rs324420 variant interacts with other endocannabinoid and stress-response genes. CNR1 rs2180619 (cannabinoid receptor 1) and CRHR1 rs110402 (corticotropin-releasing hormone receptor 1) have been studied for interactions with FAAH in stress response, though a large veteran study found no significant gene-gene interaction effects2020 a large veteran study found no significant gene-gene interaction effects. The COMT rs4680 variant (which affects dopamine metabolism) has been shown to interact with FAAH rs324420 in modulating placebo analgesia response2121 interact with FAAH rs324420 in modulating placebo analgesia response.
Early life stress represents a critical environmental interaction. Individuals with the A allele who experienced repetitive childhood trauma show significantly higher anxiety and depression scores2222 Individuals with the A allele who experienced repetitive childhood trauma show significantly higher anxiety and depression scores compared to CC carriers with similar trauma exposure, suggesting chronically elevated anandamide during neurodevelopment may disrupt normal CB1 receptor function and long-term stress response systems.
rs33912345
SIX6 Asn141His
- Chromosome
- 14
- Risk allele
- C
Genotypes
Protected Optic Nerve — Protective variant for optic nerve structure and glaucoma risk
Intermediate Risk — One copy of the glaucoma risk variant with moderately increased susceptibility
High-Risk Optic Nerve — Two copies of the glaucoma risk variant with significantly altered optic nerve structure
SIX6 Asn141His — The Optic Nerve Development Variant
SIX6 (sine oculis homeobox homolog 6) is a transcription factor11 transcription factor
A protein that binds to specific DNA sequences to control gene expression critical for eye development, particularly the formation of the retina22 retina
The light-sensitive layer at the back of the eye, optic nerve, and pituitary gland during embryonic development. While most people think of developmental genes as only mattering before birth, SIX6 continues to be expressed in the adult retina, where it plays a surprising role in retinal ganglion cell33 retinal ganglion cell
Neurons that transmit visual information from the eye to the brain health and survival throughout life.
The rs33912345 variant, which changes a single amino acid at position 141 from asparagine (Asn, encoded by A) to histidine (His, encoded by C), is one of the most robustly replicated genetic risk factors44 robustly replicated genetic risk factors
Confirmed across multiple independent studies in different populations for primary open-angle glaucoma (POAG), the most common form of glaucoma worldwide and a leading cause of irreversible blindness. About 15% of people of European descent carry two copies of the risk variant (CC), while this climbs to higher frequencies in East Asian populations where POAG is also more prevalent.
The Mechanism
The Asn141His substitution occurs within the homeodomain55 homeodomain
A highly conserved DNA-binding region found in many developmental transcription factors, specifically in the alpha helix structure66 alpha helix structure
A common protein structural motif that binds to the DNA major groove that makes direct contact with DNA. Remarkably, the protective Asn141 variant appears to be unique to humans—all other species studied carry the His141 version, suggesting the Asn variant may have been selected for during human evolution, possibly as protection against glaucoma.
Zebrafish complementation assays77 Zebrafish complementation assays
A laboratory technique where human gene variants are tested in fish embryos to assess their function have demonstrated that the His141 (risk) variant has reduced function compared to Asn141, affecting both eye size and optic nerve volume during development. In adult humans, the mechanism becomes even more intriguing: the His141 variant drives increased expression of P16/INK4A88 P16/INK4A
A cell cycle inhibitor protein that prevents cells from dividing, triggering cellular senescence99 cellular senescence
A state where cells stop dividing and begin to dysfunction, similar to aging specifically in retinal ganglion cells (RGCs). This premature aging of the neurons that carry visual signals from your eye to your brain makes them more vulnerable to elevated intraocular pressure1010 intraocular pressure
The fluid pressure inside the eye, measured in mmHg and other glaucoma-related stressors.
The Evidence
The association between rs33912345 and glaucoma is exceptionally well-documented. A 2019 meta-analysis1111 2019 meta-analysis
A statistical method that combines results from multiple studies to increase power pooled data from 22 studies involving over 10,500 POAG cases and 16,700 controls, confirming significant associations in both East Asian and Caucasian populations but not in South Asian or African cohorts, highlighting important ancestry-specific effects1212 ancestry-specific effects
Genetic variants that have different impacts in different population groups.
In the EPIC-Norfolk Eye Study1313 EPIC-Norfolk Eye Study
A large population-based cohort study in the United Kingdom of over 5,400 Europeans, each C (risk) allele was associated with a 0.030 mm² smaller optic disc rim area (P=5.4×10⁻⁹), a 0.025 larger vertical cup-disc ratio1414 vertical cup-disc ratio
The ratio of the optic cup (central depression) to the disc; larger ratios indicate nerve damage (P=3.3×10⁻¹⁰), and a 0.39 μm thinner RNFL1515 RNFL
Retinal nerve fiber layer, the innermost layer of the retina containing ganglion cell axons (P=0.001). The Singapore Chinese Eye Study1616 Singapore Chinese Eye Study
Population study of over 1,200 Chinese individuals, where the C allele frequency reaches 80%, found even more pronounced effects: each C allele reduced RNFL thickness by 1.44 μm (P=0.001), with the strongest impact in the superior and inferior sectors where glaucomatous damage typically begins.
For disease risk, a Chinese population study1717 Chinese population study
Case-control study of 866 POAG patients and 266 controls found an odds ratio of 1.49 for POAG overall (P=3.84×10⁻⁴), climbing to 2.27 for normal-tension glaucoma1818 normal-tension glaucoma
A form of glaucoma that occurs despite normal eye pressure (P=2.72×10⁻⁶). The age-stratified analysis revealed that the genetic effect was strongest in individuals aged 40 and above, consistent with the adult-onset nature of most glaucoma.
Critically, a 2014 study1919 a 2014 study
First to identify the Asn141His variant through targeted sequencing comparing POAG patients who were homozygous for different genotypes found that CC individuals had significantly thinner global RNFL (58.3 ± 8.2 μm) compared to AA individuals (67.9 ± 12.4 μm, P=0.03), suggesting that the variant's structural effects on the optic nerve precede and may predispose to glaucomatous degeneration.
Practical Implications
This variant matters most for glaucoma screening and prevention. If you carry one or two copies of the C allele, you have measurably thinner retinal nerve fiber layers and altered optic disc structure even before any disease develops. This means you're starting with less "neural reserve" in your optic nerve, making you more susceptible to damage from elevated eye pressure, vascular insufficiency, or normal aging.
The good news: glaucoma is detectable and treatable2020 glaucoma is detectable and treatable
Early detection and pressure-lowering treatment can prevent vision loss when caught early. Baseline comprehensive eye exams2121 comprehensive eye exams
Include tonometry for pressure, ophthalmoscopy for optic nerve, and perimetry for visual fields by age 40 are recommended for everyone, but if you carry C alleles at rs33912345—especially if you have other risk factors like family history2222 family history
First-degree relatives with glaucoma increase risk 4-9 fold, high myopia, or African ancestry—consider starting screening in your 30s and maintaining more frequent monitoring (annually rather than every 2-3 years).
Intraocular pressure2323 Intraocular pressure
Normal range is 10-21 mmHg; elevated pressure is the primary modifiable risk factor is the main modifiable risk factor. If your eye pressure trends toward the higher end of normal (>18 mmHg) and you carry C alleles, discussing preventive strategies with your ophthalmologist is warranted. Beyond pressure, cardiovascular health appears linked2424 cardiovascular health appears linked
Glaucoma shares risk factors with vascular disease including hypertension and atherosclerosis to glaucoma risk through effects on optic nerve blood flow, so maintaining healthy blood pressure, avoiding smoking, and regular aerobic exercise may provide additional protection.
For those already diagnosed with glaucoma, knowing your SIX6 genotype may influence treatment aggressiveness. CC individuals might benefit from tighter target intraocular pressure2525 target intraocular pressure
The pressure level aimed for to prevent progression, typically <15 mmHg in advanced cases goals given their compromised baseline optic nerve structure.
Interactions
The SIX6 locus contains several variants in strong linkage disequilibrium2626 linkage disequilibrium
Genetic variants inherited together more often than expected by chance, particularly rs10483727, which was the original GWAS discovery SNP (r²=0.95-0.98 with rs33912345). The two variants are so closely linked that they likely represent the same functional signal, with rs33912345 being the likely causal variant given its direct effect on protein function.
There is documented gene-gene interaction2727 gene-gene interaction
Combined effects of variants at different loci that exceed their individual impacts between SIX6 and the CDKN2B-AS1 locus2828 CDKN2B-AS1 locus
Another major POAG risk locus at chromosome 9p21 at 9p21, one of the most replicated glaucoma risk loci. The interaction involves trans-regulation2929 trans-regulation
When a transcription factor at one genomic location controls gene expression at a distant location, with the SIX6 His141 variant affecting expression of CDKN2A and CDKN2B genes, both of which are cell cycle regulators. Individuals carrying risk alleles at both loci may experience synergistic increases in glaucoma susceptibility, though specific compound recommendations await validation in larger interaction studies.
The SIX6-P16/INK4A pathway also shows interaction with TP533030 TP53
The tumor suppressor gene that regulates cell cycle and apoptosis, with mouse studies demonstrating that absence of either Six6 or P16 protects against retinal ganglion cell death under elevated intraocular pressure conditions, suggesting potential therapeutic targets for future neuroprotective treatments.
rs4588
GC Thr436Lys
- Chromosome
- 4
- Risk allele
- T
Genotypes
Full Binding Affinity — Normal VDBP binding — standard vitamin D transport
Reduced Binding — One Gc2 allele — moderately lower total 25(OH)D on blood tests
Low Binding Affinity — Two Gc2 alleles — lower total 25(OH)D but higher bioavailable fraction
Vitamin D Binding Protein — The Carrier That Shapes Your D Levels
The GC gene encodes vitamin D binding protein (VDBP/DBP)11 vitamin D binding protein (VDBP/DBP)
A 58-kDa glycoprotein
produced mainly by the liver, also called group-specific component (Gc). It carries
85-90% of circulating 25(OH)D and 85% of 1,25(OH)₂D in the bloodstream,
the main transport protein for vitamin D metabolites in the blood. Nearly all circulating
25-hydroxyvitamin D — the form your doctor measures — travels bound to VDBP. A single
nucleotide change at rs4588 swaps a threonine for a lysine at position 436 of the protein,
defining the boundary between the Gc1 and Gc2 isoforms. This amino acid substitution
removes a key O-glycosylation22 O-glycosylation
A post-translational modification where a sugar
(N-acetylgalactosamine) attaches to the threonine at position 436. The Gc2 isoform
(lysine) cannot be glycosylated at this site, altering protein stability and
binding properties site, lowering both the protein's binding affinity for
vitamin D metabolites and its overall serum concentration.
The Mechanism
VDBP exists in three major isoforms defined by two SNPs — rs4588 and
rs704133 rs7041
The other key GC variant (Asp432Glu), which together with rs4588 defines
the Gc1f, Gc1s, and Gc2 haplotypes. The rs4588 T allele (Lys436) creates the
Gc2 isoform, while the G allele (Thr436) is shared by both Gc1f and Gc1s isoforms.
The Gc2 protein has lower affinity for 25(OH)D and
1,25(OH)₂D44 1,25(OH)₂D
The active hormonal form of vitamin D (calcitriol), produced in the
kidneys from 25(OH)D compared to the Gc1 variants. Together, rs4588 and rs7041
explain over 50% of the variance in circulating VDBP concentration — a remarkably
large genetic effect for any serum protein.
Because VDBP carries most circulating vitamin D, people with the Gc2 isoform (TT
homozygotes) have measurably lower total 25(OH)D on standard blood tests. However,
the lower binding affinity simultaneously means that a greater proportion of their
vitamin D is in the free or bioavailable55 bioavailable
The fraction of 25(OH)D not bound to
VDBP — consisting of the truly free fraction plus the loosely albumin-bound fraction.
This is the portion that can enter cells and exert biological effects form. This
creates an important paradox: a blood test showing "low" total 25(OH)D may not reflect
true vitamin D insufficiency in someone with the Gc2 genotype.
The Evidence
The GC locus was identified as the strongest genetic determinant of circulating 25(OH)D
in the first large GWAS studies66 GWAS studies
Wang TJ et al. Common genetic determinants of
vitamin D insufficiency: a genome-wide association study. Lancet, 2010
of vitamin D levels. The expanded SUNLIGHT consortium analysis77 expanded SUNLIGHT consortium analysis
Jiang X et al.
Genome-wide association study in 79,366 European-ancestry individuals informs the
genetic architecture of 25-hydroxyvitamin D levels. Nat Commun, 2018
of 79,366 Europeans confirmed rs4588 as likely causal at this locus (per-allele
beta = -0.11 standard deviations for 25(OH)D, P = 1.5 x 10⁻¹³). The most recent
mega-GWAS88 mega-GWAS
Revez JA et al. Genome-wide association study identifies 143 loci
associated with 25 hydroxyvitamin D concentration. Nat Commun, 2020
of 417,580 individuals identified 143 loci affecting vitamin D levels, yet GC remained
the single strongest signal in the genome.
A landmark New England Journal of Medicine study99 New England Journal of Medicine study
Powe CE et al. Vitamin D-binding
protein and vitamin D status of black Americans and white Americans. N Engl J Med,
2013 demonstrated the clinical relevance
of VDBP genotype. Black Americans had substantially lower total 25(OH)D (15.6 vs 25.8
ng/mL) and lower VDBP levels than White Americans, yet their bioavailable 25(OH)D
concentrations were similar (2.9 vs 3.1 ng/mL, P = 0.71) and their bone mineral
density was higher. The difference was largely explained by the higher frequency of
Gc1f alleles (lower VDBP, lower total D, but adequate free D) in populations of
African descent.
Supplementation studies show that response to vitamin D varies by GC genotype1010 response to vitamin D varies by GC genotype
Al-Daghri NM et al. Efficacy of vitamin D supplementation according to vitamin
D-binding protein polymorphisms. Nutrition, 2019.
Carriers of the rs4588 TT genotype may show a smaller rise in total 25(OH)D after
standard supplementation, though the clinical significance of this — given the
bioavailability paradox — remains debated.
Practical Implications
The key takeaway for carriers of the T allele is that standard 25(OH)D blood tests may underestimate your functional vitamin D status. A "low" reading does not necessarily mean you are deficient in the biologically active form. If your total 25(OH)D is borderline low (20-30 ng/mL) and you have no symptoms of deficiency (fatigue, bone pain, muscle weakness), your bioavailable vitamin D may be perfectly adequate.
For TT homozygotes who do show true deficiency with symptoms or very low levels (below 20 ng/mL), vitamin D3 (cholecalciferol) supplementation remains effective — you may simply need a higher dose or longer duration to reach the same total 25(OH)D target on blood tests. Taking vitamin D with a fat-containing meal improves absorption regardless of genotype.
Interactions
rs4588 is in strong linkage disequilibrium with rs7041 (Asp432Glu), the other major GC variant. Together they define the three classical VDBP isoforms: Gc1f (rs7041-T + rs4588-G), Gc1s (rs7041-G + rs4588-G), and Gc2 (rs7041-T + rs4588-T). The Gc2/2 diplotype (homozygous for both variant alleles) has the lowest VDBP levels and the greatest reduction in total 25(OH)D, while Gc1f/1f has the highest VDBP concentration.
Variants in other vitamin D pathway genes — CYP2R1 (hepatic 25-hydroxylation), DHCR7/NADSYN1 (skin synthesis), and CYP24A1 (degradation) — can compound the effect of GC variants. Someone who carries both a low-transport GC genotype and impaired synthesis or hydroxylation variants may be at genuinely higher risk of functional vitamin D insufficiency.
rs671
ALDH2 *2
- Chromosome
- 12
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal alcohol metabolism
ALDH2 Deficient — ALDH2 deficiency - alcohol flush reaction
ALDH2 Absent — ALDH2 deficiency - severe alcohol intolerance
ALDH2 - The Alcohol Flush Gene
ALDH2 (aldehyde dehydrogenase 2) is the mitochondrial enzyme responsible for
converting acetaldehyde to acetate during alcohol metabolism. Acetaldehyde is the
toxic intermediate that causes many of the unpleasant effects of excessive
drinking. The ALDH2*2 variant (rs671) is one of the most clinically significant
pharmacogenomic variants known, primarily affecting East Asian populations where
it reaches frequencies of 30-50%11 30-50%
Brooks PJ et al. The alcohol flushing response. PLoS Med, 2009.
The Mechanism
The rs671 variant causes a glutamic acid-to-lysine substitution at position 50422 Amino acid change: glutamic acid to lysine at position 504 (E504K)
of the ALDH2 protein. This change occurs in the active site and has a
dominant-negative effect33 Dominant-negative: a single defective copy sabotages the protein complex even when a normal copy is present - even one copy of the *2 allele dramatically reduces
enzyme activity because ALDH2 functions as a tetramer44 A tetramer is a protein complex assembled from four subunits, and
incorporating even one defective subunit impairs the entire complex. Heterozygous
carriers retain only about 6% of normal activity, while homozygous carriers have
essentially zero activity. This variant is classified as pathogenic by
ClinVar55 ClinVar
VCV000018390.
The Flush Reaction
When ALDH2 activity is impaired, acetaldehyde accumulates rapidly after drinking alcohol. This triggers the characteristic "Asian flush" or "alcohol flush reaction": facial flushing, rapid heartbeat, nausea, headache, and general discomfort. These symptoms are caused by acetaldehyde's direct toxic effects on blood vessels and tissues. The reaction is the body's warning that a carcinogenic compound is accumulating.
The Cancer Connection
The most serious consequence of ALDH2 deficiency is cancer risk. Acetaldehyde
is classified as a Group 1 carcinogen66 Group 1 carcinogen
IARC Working Group on the Evaluation of Carcinogenic Risks to Humans. Lancet Oncol, 2009
by the IARC77 Group 1: sufficient evidence of carcinogenicity in humans, the highest IARC classification. Heterozygous carriers who
drink regularly have a 6-10 fold increased risk of esophageal squamous cell
carcinoma. This risk is so significant that the World Health Organization has
identified ALDH2 deficiency combined with alcohol consumption as a major
preventable cause of cancer in East Asia.
Nitroglycerin Interaction
ALDH2 is also involved in the bioactivation of nitroglycerin (glyceryl trinitrate),
a medication used for angina chest pain. Li et al. showed88 Li et al. showed
Li Y et al. ALDH2 bioactivation of nitroglycerin. Arterioscler Thromb Vasc Biol, 2006
that ALDH2*2 carriers had a reduced vasodilatory response to nitroglycerin,
which could be clinically important during cardiac emergencies.
Practical Implications
If you carry the *2 allele, the flush reaction is not just an inconvenience - it is a cancer warning signal. The safest approach is to avoid or severely limit alcohol consumption. If you do not experience flushing (GG genotype), standard alcohol guidelines apply, though moderation remains advisable for overall health. Note that in European populations, this variant is extremely rare (less than 0.01%), while in East Asian populations it is the most common pharmacogenomic variant, affecting nearly 1 in 3 people.
rs9536314
KLOTHO F352V (KL-VS)
- Chromosome
- 13
- Risk allele
- G
Genotypes
Non-carrier — Standard klotho function with typical aging trajectory
KL-VS Heterozygote — One copy of the longevity variant enhances cognition, increases lifespan, and protects against neurodegeneration
KL-VS Homozygote — Two copies of the longevity variant paradoxically reduce lifespan and decrease circulating klotho
The Klotho Paradox — A Longevity Variant with Complex, Age-Dependent Effects
The KLOTHO gene encodes an anti-aging protein named after the Greek goddess who spins the thread of life. Mice deficient in klotho exhibit accelerated aging phenotypes including atherosclerosis, osteoporosis, and shortened lifespan11 Mice deficient in klotho exhibit accelerated aging phenotypes including atherosclerosis, osteoporosis, and shortened lifespan
Kuro-o M et al. Mutation of the mouse klotho gene leads to a syndrome resembling ageing. Nature. 1997, establishing klotho as a fundamental regulator of longevity. The rs9536314 variant tags the KL-VS haplotype, six single nucleotide polymorphisms in perfect linkage disequilibrium that alter klotho protein function and circulating levels.
This variant exhibits a rare phenomenon called overdominance or heterozygote advantage22 overdominance or heterozygote advantage
a genetic pattern where having one copy of a variant is beneficial, but having two copies is detrimental.
KL-VS heterozygosity occurs in about 20-25% of the population and is associated with higher cognitive performance across the adult lifespan, larger frontotemporal gray matter volume, and lower mortality . In contrast, homozygotes for the KL-VS allele show a 2.59-fold survival disadvantage across three distinct populations .
The Mechanism
The F352V substitution (phenylalanine to valine at position 352) occurs at a completely conserved amino acid in the klotho protein's first internal repeat domain.
The level of secreted klotho is increased in KL-VS heterozygotes and conversely reduced in KL-VS homozygotes compared to major allele homozygotes . This creates a U-shaped dose-response curve: one copy increases circulating klotho (protective), while two copies decrease it (harmful).
The variant alters klotho's trafficking and catalytic activity.
In vitro studies show the F352V and C370S substitutions lead to alterations in processing as seen by differences in shedding and half-life .
In transient transfection assays, secreted levels of klotho harboring V352 are reduced 6-fold , suggesting the homozygous state produces a klotho protein with impaired secretion.
Klotho acts as a co-receptor for fibroblast growth factor 23 (FGF23), regulating calcium and phosphate homeostasis.
Transgenic overexpression of klotho in mice enhances behavioral testing performance through augmentation of NMDAR-related effects, including upregulated FOS expression after learning and memory tasks and amplified LTP response in the hippocampus .
The Evidence
Longevity Studies:
In Ashkenazi Jews, heterozygous advantage for longevity was observed for individuals ≥79 years of age, with a 1.57-fold increased odds ratio for 5-year survival in two independent populations .
Prospective analysis using Cox regression indicates wild-type individuals have a 2.15-fold and homozygous KL-VS individuals a 4.49-fold increase in relative risk for mortality .
Cognitive Function:
A lifespan-extending variant of the human KLOTHO gene, KL-VS, is associated with enhanced cognition in heterozygous carriers across three independent cohorts totaling 718 aging individuals without dementia.
In adults, individuals who are heterozygous for the KL-VS allele outperform non-carriers on measures of global cognition including language, executive function, visuospatial function, learning and memory .
However, the cognitive benefits appear age-dependent.
In 1,480 Danes aged 92-100 years, heterozygotes for KL-VS had poorer cognitive function than noncarriers . This suggests the protective effects may diminish or reverse at very advanced ages.
Alzheimer's Disease:
KL-VS heterozygotes showed lower cross-sectional and longitudinal increase in tau-PET per unit increase in amyloid-PET compared to non-carriers .
KL-VS heterozygosity was related to better memory functions in amyloid-positive participants and this association was mediated by lower tau-PET .
KL-VS heterozygote status slows down the progression of cognitive decline related to Alzheimer's disease, and this effect is dependent on the absence of the APOE ε4 allele .
Cardiovascular Effects:
Cross-sectional and prospective studies confirm KL-VS heterozygotes have higher HDL cholesterol and lower systolic blood pressure; the allele confers a heterozygous advantage with a marked homozygous disadvantage for these outcomes .
The GG and GT genotypes are more represented among salt-sensitive hypertensive patients; carriers of the G allele showed a less steep pressure-natriuresis relationship .
Practical Implications
For heterozygotes (GT genotype), the evidence suggests a meaningful protective effect against cognitive decline and age-related conditions, particularly before very advanced age. The elevated circulating klotho associated with heterozygosity may act as a buffer against neurodegeneration. However, these benefits may not extend linearly into extreme old age.
For homozygotes (GG genotype), the consistent mortality disadvantage and reduced klotho levels warrant clinical attention. These individuals may benefit from interventions that support healthy aging pathways, though no specific klotho-targeted therapies are currently available. Monitoring cardiovascular risk factors and cognitive function may be particularly important.
The paradoxical age-dependency raises important questions. Studies in middle-aged and elderly adults (50s-80s) consistently show heterozygote cognitive advantages, while studies in the oldest-old (90+) show the opposite pattern. This may reflect survival bias, changing cellular environments with extreme age, or genuine biological transitions in klotho's effects.
Interactions
The KL-VS haplotype consists of six SNPs in perfect linkage disequilibrium, with rs9527025 (C370S) always co-occurring with rs9536314 (F352V). These two amino acid substitutions work together to alter klotho protein function.
An important gene-gene interaction exists between KLOTHO KL-VS and APOE ε4. In Alzheimer's disease patients, KL-VS heterozygosity confers slower cognitive decline in APOE ε4 non-carriers but not in ε4 carriers. This suggests the protective effects of elevated klotho may be overwhelmed or modified by the strong pro-degenerative effects of APOE ε4. For individuals who are KL-VS heterozygotes and lack APOE ε4, the combination provides substantial protection against cognitive decline, while KL-VS heterozygotes who carry APOE ε4 lose this advantage.
rs1052373
MYBPC3
- Chromosome
- 11
- Risk allele
- G
Genotypes
Standard Endurance Capacity — Typical cardiac contractility and VO₂max response to training
Elite Endurance Genotype — Significantly enhanced cardiac efficiency and VO₂max; 2.2× odds of elite endurance athlete status
Enhanced Endurance Potential — Moderately elevated endurance capacity and VO₂max compared to AA carriers
The Endurance Athlete's Genetic Edge
Elite endurance athletes—those competing in marathons, cycling road races, cross-country
skiing, and football matches requiring sustained high-intensity output for 90+ minutes—often
share a common genetic signature. Among the most significant is rs1052373 in the MYBPC3 gene,
which encodes cardiac myosin-binding protein C11 cardiac myosin-binding protein C
a regulatory protein that fine-tunes the
force and speed of heart muscle contraction.
A landmark genome-wide association study22 landmark genome-wide association study
Ahmetov et al. 2020. Meta-analysis of 1,206
elite European, Russian, and Japanese athletes
found that individuals with the GG genotype were 2.2 times more likely to become elite
endurance athletes compared to those with AA or AG genotypes (P = 1.43 × 10⁻⁸). Among
Russian elite athletes, GG homozygotes showed significantly higher VO₂max—the gold-standard
measure of aerobic capacity—than AG or AA carriers (P = 0.005).
The Mechanism
Though rs1052373 is a synonymous variant33 synonymous variant
it doesn't change the amino acid sequence of
the protein—substituting one glutamic acid
codon (GAG) for another (GAA) at position 1096—it appears to influence gene expression or
splicing efficiency in ways that enhance cardiac adaptation to endurance training. MYBPC3
normally acts as a molecular brake on cardiac contraction: when phosphorylated during
exercise, it releases myosin heads from their "super-relaxed" state, allowing them to bind
actin and generate force. The G allele may subtly modulate this regulatory balance, enabling
more efficient oxygen delivery during sustained high-output performance.
MYBPC3 deficiency studies44 MYBPC3 deficiency studies
Mamidi et al. 2022. Shows MYBPC3 loss activates NF-κB pathway,
reduces inflammation, and shifts metabolism toward fatty acid
oxidation have revealed that partial loss of
cMyBP-C function reduces cardiac inflammation and enhances fatty acid oxidation—a more
efficient fuel source during prolonged exercise. This metabolic shift may explain why GG
carriers show superior endurance capacity: their hearts can sustain high cardiac output
longer without depleting glycogen stores or accumulating lactate.
The Evidence
The initial discovery came from a GWAS55 discovery came from a GWAS
Miyamoto-Mikami et al. 2020. Analyzed 476,728
SNPs in 796 European elite athletes, replicated in Russian and Japanese
cohorts comparing athletes in
high-aerobic sports (marathon, cycling, cross-country skiing) versus low/moderate-aerobic
sports (sprinting, jumping, throwing). The rs1052373 GG genotype emerged as the strongest
genome-wide significant hit. Validation in independent cohorts from Russia (n=410) and Japan
(n=466) confirmed the association, with the combined meta-analysis yielding an odds ratio of
2.17 (95% CI: 1.67–2.84).
A 2023 follow-up metabolomics study66 2023 follow-up metabolomics study
Li et al. 2023. Metabolite profiling in 120 elite
Chinese athletes linked the G allele to elevated
levels of androstenediol (3β,17β) disulfate (P = 1.82 × 10⁻⁵), a testosterone precursor
involved in steroid metabolism. This suggests the variant influences both cardiac
contractility and hormonal pathways supporting muscle recovery and adaptation. Four
metabolites—quinate, theophylline, decanoylcarnitine, and ursodeoxycholic acid—were also
associated with MYBPC3 expression and endurance phenotypes, though their causal roles remain
under investigation.
A 2023 comprehensive review77 A 2023 comprehensive review
Pickering & Kiely. Listed rs1052373 G among the seven most
promising genetic markers for endurance athlete
status, alongside PPARGC1A rs8192678 (mitochondrial
biogenesis) and AMPD1 rs17602729 (purine metabolism). Importantly, the rs1052373 association
held across multiple ethnic populations, suggesting a fundamental rather than
population-specific effect.
Practical Actions
If you carry one or two G alleles, you possess a genetic advantage for endurance performance. Your heart is likely more efficient at sustaining high cardiac output during prolonged exercise, and your metabolic profile may favor fat oxidation over glycogen depletion. This doesn't guarantee elite status—training, nutrition, psychology, and opportunity all matter—but it does suggest your physiology is well-suited to endurance disciplines.
Training optimization: The GG genotype responds especially well to high-intensity
interval training88 high-intensity
interval training
4×4 min at 90-95% HRmax with 3 min active recovery improves VO₂max more
than steady-state training. Prioritize intervals
of 3–5 minutes at near-maximal aerobic speed, which have been shown to produce the largest
VO₂max gains. Your genetic advantage is maximized when you push your heart's upper limits.
Monitoring cardiac adaptation: Use heart rate variability (HRV)99 heart rate variability (HRV)
parasympathetic-mediated recovery indicator to
track training adaptation. Endurance athletes typically show higher resting HRV and faster
heart rate recovery. When HRV drops outside your weekly baseline, scale back intensity to
avoid overtraining—your cardiac system may be reaching its adaptive ceiling despite your
genetic edge.
Fuel strategy: The G allele's association with enhanced fatty acid oxidation suggests you may benefit from periodized carbohydrate intake—training fasted or low-carb to upregulate fat-burning enzymes, then fueling with carbs for competition. However, this remains speculative; no studies have directly tested nutrition interventions based on MYBPC3 genotype.
Interactions
The endurance phenotype is polygenic—no single SNP determines performance. rs1052373 works
synergistically with other endurance-associated variants including PPARGC1A rs81926781010 PPARGC1A rs8192678
enhances mitochondrial biogenesis and oxidative
capacity, ACTN3 rs18157391111 ACTN3 rs1815739
XX genotype
(absence of alpha-actinin-3 fast-twitch protein) associated with endurance over
power, and PPARA rs42537781212 PPARA rs4253778
regulates
fatty acid oxidation pathways. If you carry
beneficial alleles at multiple loci, the cumulative effect may be substantial.
Conversely, the MYBPC3 gene is also implicated in hypertrophic cardiomyopathy1313 hypertrophic cardiomyopathy
pathogenic
truncating mutations cause HCM, a disease
characterized by abnormal thickening of the heart muscle. rs1052373 itself is classified as
benign1414 classified as
benign
all six ClinVar submissions rate it benign for
HCM, but it raises an interesting paradox:
variants in the same gene can cause both pathological hypertrophy (disease) and adaptive
hypertrophy (athlete's heart). The distinction lies in whether the heart thickens
symmetrically with preserved function (adaptive) or asymmetrically with impaired relaxation
(pathological). If you have a family history of HCM, genetic counseling is warranted
regardless of your rs1052373 status.
rs11209026
IL23R R381Q
- Chromosome
- 1
- Risk allele
- G
Genotypes
Standard Risk — Standard IL-23 receptor function — baseline IBD risk
Protected — One copy of the protective variant — significant reduction in IBD risk
Highly Protected — Two copies of the protective variant — strong shield against inflammatory bowel disease
IL23R R381Q — A Powerful Shield Against Inflammatory Bowel Disease
The IL23R gene encodes the interleukin-23 receptor, a key player in immune regulation that
pairs with IL12RB1 to form the functional receptor for IL-23, a pro-inflammatory cytokine.
IL-23 drives the differentiation and survival of Th17 cells11 IL-23 drives the differentiation and survival of Th17 cells
immune cells that produce
IL-17 and contribute to chronic inflammation.
The R381Q variant (rs11209026) is one of the most protective genetic variants ever identified
for inflammatory bowel disease, reducing risk for Crohn's disease by more than 50% and
ulcerative colitis by about 30-50%. This single amino acid change — arginine to glutamine
at position 381 — fundamentally alters how your immune system responds to inflammatory signals.
The Mechanism
The R381Q variant is a [missense mutation | changes one amino acid in the protein sequence]
that replaces arginine with glutamine in the cytoplasmic tail of the IL-23 receptor, between
the transmembrane domain and the JAK2 binding site. This arginine is absolutely conserved
across species22 absolutely conserved
across species
present in the same position in mice, rats, and other mammals,
indicating its critical importance for normal receptor function. The R381Q variant creates
a loss-of-function receptor through multiple mechanisms. First, it alters mRNA splicing by
reducing binding of the SF2 splicing enhancer33 alters mRNA splicing by
reducing binding of the SF2 splicing enhancer
promoting exon 9 skipping,
which increases expression of a soluble IL-23R isoform that acts as a decoy receptor,
soaking up IL-23 before it can activate cells. Second, the variant reduces surface expression
of the receptor44 reduces surface expression
of the receptor
through impaired protein stability and trafficking,
meaning fewer functional receptors reach the cell membrane. Third, even when the R381Q
receptor does reach the surface, it shows reduced IL-23-induced STAT3 phosphorylation55 reduced IL-23-induced STAT3 phosphorylation
weaker downstream signaling, blunting the
inflammatory cascade.
The Evidence
The protective effect of R381Q was first discovered in a landmark 2006 genome-wide association
study66 landmark 2006 genome-wide association
study
Duerr et al., A genome-wide association study identifies IL23R as an inflammatory
bowel disease gene that scanned the genomes of
547 patients with ileal Crohn's disease. The A allele (encoding glutamine) was found in 7%
of healthy controls but only 1.9% of Crohn's disease patients, yielding an odds ratio of 0.45
for disease protection. This has been replicated in dozens of independent cohorts77 replicated in dozens of independent cohorts
representing
tens of thousands of individuals. A 2019
meta-analysis of 41 studies encompassing 13,803 Crohn's disease patients, 5,876 ulcerative
colitis patients, and over 27,000 controls confirmed the variant as a protective factor
against IBD. The protective effect extends beyond IBD: R381Q also reduces risk for psoriasis
(OR 0.49)88 reduces risk for psoriasis
(OR 0.49)
Capon et al., Sequence variants in the genes for the interleukin-23 receptor,
ankylosing spondylitis, and other immune-mediated diseases that involve the IL-23/Th17 pathway.
Functional studies have clarified why the variant is protective. Primary T cells from
R381Q carriers99 Primary T cells from
R381Q carriers
both heterozygotes and homozygotes
show reduced surface IL-23R expression and decreased IL-23-induced STAT3 phosphorylation,
translating to less IL-17 and IL-22 production — key inflammatory cytokines in the gut.
Macrophages from R381Q carriers1010 Macrophages from R381Q carriers
also show reduced IL-23-dependent bacterial clearance,
which may seem paradoxical given the protective effect, but likely reflects a trade-off:
slightly reduced antimicrobial capacity in exchange for dramatically lower chronic inflammation.
The net effect is protective, as excessive Th17 responses cause more damage than benefit in
the context of IBD.
Practical Implications
If you carry one or two copies of the A allele at rs11209026, your baseline risk for inflammatory bowel disease is substantially lower than the general population. This doesn't mean you're immune — environmental factors, diet, gut microbiome composition, stress, and other genetic variants all contribute — but your genetic predisposition is significantly more favorable. For Crohn's disease specifically, each copy of the A allele reduces risk by about 50-60%, meaning AA homozygotes have approximately 70-75% lower risk than GG individuals.
The variant's protective effect is mediated through the IL-23/Th17 pathway, which is now a
major therapeutic target in IBD. Biologics targeting IL-12/IL-23 (ustekinumab) and IL-23
specifically (risankizumab, guselkumab)1111 Biologics targeting IL-12/IL-23 (ustekinumab) and IL-23
specifically (risankizumab, guselkumab)
have shown efficacy in Crohn's disease and ulcerative
colitis, essentially mimicking the effect of
the R381Q variant pharmacologically. If you're GG (standard risk) and develop IBD, you may
be a particularly good candidate for IL-23-targeted therapies, as you lack the natural
protection the A allele provides. Conversely, if you're AA and still develop IBD, other
pathways are likely more important in your disease, and IL-23 blockade may be less effective.
Beyond IBD, the R381Q variant's effects on immune regulation suggest broader implications for autoimmune disease risk. The IL-23/Th17 axis is implicated in psoriasis, psoriatic arthritis, ankylosing spondylitis, rheumatoid arthritis, and multiple sclerosis. Carriers of the A allele may have modestly reduced risk for these conditions as well.
Interactions
IL23R sits at a critical node in the inflammatory cascade, downstream of pattern recognition
receptors (like NOD2, another major Crohn's disease gene) and upstream of Th17 cell
differentiation. The protective effect of IL23R R381Q appears to be independent of other
IBD risk variants — it's not simply tagging a protective haplotype but is itself the causal
variant. Studies have found no epistatic interaction between IL23R and CARD15 (NOD2)1212 no epistatic interaction between IL23R and CARD15 (NOD2)
the
two genes act independently, meaning their
effects are additive rather than synergistic. However, given that both genes feed into
overlapping inflammatory pathways, individuals with favorable variants in both genes
(e.g., IL23R R381Q plus wild-type NOD2) would have the lowest IBD risk, while those with
risk variants in both would have compounded susceptibility.
The IL-23 receptor is also expressed on innate lymphoid cells, NK cells, and macrophages,
not just T cells. The R381Q variant affects all these cell types, contributing to its broad
protective effect across multiple immune-mediated diseases. The variant's impact on macrophage
function — reducing IL-23-dependent bacterial clearance — raises interesting questions about
infection susceptibility, though no increased infection risk has been documented in R381Q
carriers1313 no increased infection risk has been documented in R381Q
carriers
likely because multiple redundant antimicrobial pathways exist.
rs16947
CYP2D6 *2
- Chromosome
- 22
- Risk allele
- T
Genotypes
Reference CYP2D6 genotype; does not carry the *2 allele
Carry one copy of CYP2D6*2 allele; activity depends on haplotype context
Carry two copies of CYP2D6*2 allele; enzyme activity likely normal but context-dependent
CYP2D6*2 — The Most Common "Normal" Allele That Isn't Quite Normal
CYP2D6 is the enzyme behind the metabolism of roughly 25% of all prescription drugs — from antidepressants to pain medications to cancer drugs. The *2 allele, defined by the rs16947 variant (a C-to-T change causing an Arg296Cys amino acid substitution11 Arg296Cys amino acid substitution
arginine to cysteine at position 296), is one of the most common CYP2D6 variants worldwide. For decades, it was classified as having "normal function," indistinguishable from the reference *1 allele. But recent research reveals a more nuanced story: this variant subtly reduces CYP2D6 expression through altered mRNA splicing, and its true impact depends heavily on what other variants accompany it on the same chromosome.
The Mechanism
The rs16947 variant alters exon 6 splicing, reducing CYP2D6 expression by at least 2-fold . The amino acid change itself (R296C) may reduce enzyme activity slightly in recombinant expression systems, but the bigger effect comes from regulatory consequences.
This SNP defines the CYP2D6*2 allele, with minor allele frequencies ranging from 17–60% across populations .
The *2 allele (rs16947) is the most frequent CYP2D6 variant in European, African, and Latino populations, though less common in East Asians where *10 predominates .
What complicates matters is that rs16947 doesn't act alone.
It's in high linkage disequilibrium with an enhancer SNP (rs5758550) located over 100 kb downstream .
The enhancer SNP increases CYP2D6 expression 2-fold, while rs16947 reduces it by 0.5-fold; haplotypes containing both variants show near-normal activity . This means that a person with two copies of the T allele at rs16947 could have anywhere from reduced to increased enzyme activity depending on the larger haplotype context — something standard genotyping panels often miss.
The Evidence
The landmark discovery came from a 2014 study22 The landmark discovery came from a 2014 study
Wang et al. Common CYP2D6 polymorphisms affecting alternative splicing and transcription. Human Molecular Genetics, 2014 that used allelic expression analysis in human liver samples.
In a pediatric cohort of 164 individuals, rs16947 alone was associated with reduced CYP2D6 metabolic activity measured by dextromethorphan ratios .
Overall allele frequencies harboring rs16947 and/or the enhancer SNP range from 17% in East Asians to 67% in Africans .
A 2019 follow-up study33 A 2019 follow-up study
Ray et al. CYP2D6 haplotypes with enhancer SNP rs5758550 and rs16947. Pharmacogenetics and Genomics, 2019 tested the haplotype-phenotype relationship in 122 human liver microsomes.
Haplotypes containing both rs5758550 and rs16947 convey normal or slightly increased enzyme activity , supporting the idea that CYP2D6 enzyme function depends on the full haplotype, not single variants in isolation.
Despite this mechanistic evidence,
CPIC currently classifies CYP2D6*2 as having normal function , assigning it an activity score of 1.0 — the same as the reference *1 allele. This classification drives dosing guidelines for dozens of drugs, but may oversimplify for individuals whose *2 allele lacks the compensatory enhancer variant.
Practical Implications
If your 23andMe report shows the T allele at rs16947, you carry at least one copy of CYP2D6*2.
Between 43–67% of individuals have two normal-function alleles (*1 or *2) or one normal plus one decreased-function allele, resulting in normal metabolizer status . However, there is large variability in drug response within individuals genotyped as normal metabolizers, and the causes of this variation are unknown
— the *2/*enhancer haplotype interaction is a leading candidate explanation.
CYP2D6 is responsible for metabolizing many commonly prescribed drugs including antidepressants, antipsychotics, analgesics, and beta-blockers .
Pharmacogenomic clinical guidelines for at least 48 CYP2D6-substrate drugs have been developed by CPIC and other consortia. For CYP2D6*2 specifically, current guidelines treat it as normal-function and don't recommend dose adjustments. But if you experience unexpected side effects or lack of efficacy with a CYP2D6-substrate drug, the nuanced function of your *2 allele — especially if not accompanied by the enhancer — could be relevant.
The challenge is that consumer genetic tests like 23andMe typically only report rs16947 itself, not the distant enhancer SNP or the full haplotype structure. Without phased haplotype information, knowing you have *2 tells you less than it should. Clinical pharmacogenetic testing that includes copy number analysis and structural variant detection provides a more complete picture.
Interactions
The rs16947 variant interacts significantly with rs5758550 (enhancer SNP). Individuals who carry rs16947 (T allele) on a haplotype that also has rs5758550 (G allele) tend to have near-normal or slightly elevated CYP2D6 activity. Those with rs16947 but without the enhancer may have moderately reduced activity. This is a case where compound genotyping across a >100 kb span matters more than the single-SNP result.
Additionally, rs16947 defines several star alleles beyond *2, including *29, *17, *35, and others that carry additional functional variants. The *41 allele contains both rs16947 and the splicing-defect variant rs28371725, resulting in clearly reduced function. Because rs16947 is so common and appears in many haplotype backgrounds, interpreting it requires knowing what else is present on that chromosome.
For compound heterozygotes — individuals with one *2 allele and one reduced/no-function allele like *4, *5, or *10 — the impact depends on whether the *2 carries the enhancer. A *2 (with enhancer) plus *4 diplotype might behave like a normal metabolizer, while *2 (without enhancer) plus *4 could trend toward intermediate metabolism.
rs1801181
CBS A360A
- Chromosome
- 21
- Risk allele
- A
Genotypes
Common genotype with typical CBS enzyme function
One copy of a common CBS variant with uncertain functional effects
Two copies of a common CBS variant with possible modest cardioprotective effects
CBS A360A — A Synonymous Variant with Subtle Effects on Sulfur Metabolism
The CBS gene encodes cystathionine beta-synthase, a pivotal enzyme that sits at the crossroads of homocysteine metabolism. CBS catalyzes the first step of the transsulfuration pathway, converting homocysteine11 homocysteine
a potentially toxic amino acid when elevated and serine into cystathionine, which is then further metabolized to produce cysteine and glutathione, the body's master antioxidant. This pathway also serves as the only mechanism for removing excess sulfur-containing amino acids from the body.
rs1801181, commonly known as A360A or C1080T, is a synonymous variant22 synonymous variant
meaning it doesn't change the amino acid sequence at position 360 of the CBS protein. At first glance, synonymous variants seem inconsequential — after all, the protein sequence remains unchanged. However, this variant has been studied for decades because of its location in a gene central to cardiovascular health and one-carbon metabolism, and because it may subtly influence CBS enzyme expression or activity through effects on mRNA stability or translation efficiency.
The Mechanism
Unlike disease-causing CBS mutations that dramatically reduce enzyme activity and cause homocystinuria33 homocystinuria
a rare genetic disorder with elevated homocysteine and serious complications, the A360A variant is a common polymorphism. The variant changes the DNA sequence from C to T at codon 360, but due to the degeneracy of the genetic code44 degeneracy of the genetic code
multiple DNA codons can encode the same amino acid, both versions code for alanine at this position.
Despite being synonymous, this variant has been investigated for potential functional effects. Synonymous variants can influence gene expression through several mechanisms: altered mRNA secondary structure, changes in translation speed, or effects on mRNA stability. The A (T in genomic coordinates) allele at rs1801181 has been associated with modest differences in CBS enzyme activity in some studies, though the mechanism remains unclear and the effects are far more subtle than those of missense mutations in CBS.
The Evidence
The clinical significance of rs1801181 remains uncertain, earning it a "benign" classification from ClinVar55 "benign" classification from ClinVar
the variant is found at high frequency in healthy populations based on its prevalence of approximately 36% in European populations66 prevalence of approximately 36% in European populations
too common to cause serious disease. The original characterization of this variant as a common synonymous polymorphism was published in 199477 common synonymous polymorphism was published in 1994
Kraus et al., Human Mutation.
A 2000 case-control study88 2000 case-control study
Kruger et al., Clinical Genetics found that the T allele (A in 23andMe notation) of rs1801181 was associated with decreased risk of coronary artery disease and increased responsiveness to homocysteine lowering by folic acid supplementation. Individuals homozygous for the variant (AA genotype) were significantly underrepresented in CAD patients compared to controls. However, this protective association has not been consistently replicated in subsequent studies.
A 2014 genome-wide meta-analysis99 2014 genome-wide meta-analysis
Williams et al., PLOS Genetics of homocysteine and methionine metabolism identified CBS as one of five major loci affecting one-carbon metabolism, though specific effects of rs1801181 were not the primary focus. The variant has also been weakly associated with modestly elevated risk of non-Hodgkin lymphoma1010 modestly elevated risk of non-Hodgkin lymphoma
though the effect size is small and the mechanism unclear, possibly related to interactions with dietary B vitamin and methionine intake.
The evidence for clinical significance remains moderate at best. Most studies suggest that if rs1801181 has any effect on CBS activity or health outcomes, it is subtle and likely modified by dietary factors, other genetic variants in related pathways, and environmental exposures.
Practical Implications
For most people, the A360A variant has minimal direct health implications. Unlike pathogenic CBS mutations that cause dramatically elevated homocysteine requiring medical intervention, this common polymorphism does not typically cause abnormal homocysteine levels on its own. However, it may subtly modulate your body's handling of sulfur-containing amino acids and homocysteine metabolism.
The primary practical consideration is ensuring adequate intake of B vitamins — particularly vitamin B6, which CBS requires as a cofactor, along with folate and vitamin B12, which support the broader methylation and transsulfuration pathways. A diet rich in leafy greens, legumes, whole grains, and protein sources naturally provides these nutrients.
Interactions
CBS variants interact most significantly with other genes in the methylation cycle, particularly MTHFR. The MTHFR enzyme sits upstream of CBS in homocysteine metabolism, converting folate to its active form (5-methyltetrahydrofolate) which is then used to remethylate homocysteine back to methionine. When MTHFR activity is reduced (as with the common C677T or A1298C variants), homocysteine can accumulate. Some have theorized that variations in CBS activity might partially compensate for MTHFR inefficiency by shunting more homocysteine down the transsulfuration pathway, though evidence for this interaction remains preliminary.
The interplay between CBS variants, MTHFR variants, and dietary factors like folate, B6, and methionine intake creates a complex web of influences on homocysteine levels. Individual responses to B vitamin supplementation may vary based on these combined genetic factors, though for common variants like A360A, the effects are typically modest.
rs4446909
ASMT Promoter A>G
- Chromosome
- X
- Risk allele
- G
Genotypes
Full ASMT Activity — Normal ASMT expression and melatonin production capacity
Reduced ASMT Activity — Moderately reduced ASMT expression and melatonin production
Low ASMT Activity — Significantly reduced ASMT expression -- lower melatonin production
ASMT Promoter Variant -- Your Melatonin Production Blueprint
The ASMT gene encodes
acetylserotonin O-methyltransferase11 acetylserotonin O-methyltransferase
Also called hydroxyindole O-methyltransferase (HIOMT), this enzyme adds a methyl group to N-acetylserotonin using SAMe as the methyl donor,
the enzyme that catalyzes the final step in
melatonin biosynthesis22 melatonin biosynthesis
The pathway runs: tryptophan -> serotonin -> N-acetylserotonin (via AANAT) -> melatonin (via ASMT).
Without functional ASMT, your body cannot complete the conversion of
serotonin-derived intermediates into melatonin -- the hormone that signals
darkness to your brain, lowers core body temperature, and initiates sleep onset.
rs4446909 sits in the ASMT promoter region, 207 base pairs upstream of the
transcription start site within a
CCCAC box33 CCCAC box
A regulatory DNA motif involved in controlling how much mRNA is produced from the gene.
The G allele at this position reduces transcription of the ASMT gene, meaning
less enzyme is produced and less melatonin is synthesized. ASMT is located in
the
pseudoautosomal region 1 (PAR1)44 pseudoautosomal region 1 (PAR1)
A region at the tips of the X and Y chromosomes that recombines during meiosis just like autosomes, so it is inherited in a non-sex-linked pattern despite being on the sex chromosomes
of the X and Y chromosomes, which means both men and women carry two copies
and inheritance follows a standard autosomal pattern.
The Mechanism
ASMT transfers a methyl group from
S-adenosylmethionine (SAMe)55 S-adenosylmethionine (SAMe)
The universal methyl donor in human biochemistry, produced from methionine and ATP
to N-acetylserotonin, producing melatonin. The enzyme is primarily expressed in
the pineal gland, retina, and brain, with peak activity during darkness as part
of the circadian cycle. The rs4446909 G allele disrupts promoter activity at the
CCCAC box, reducing ASMT mRNA transcription. In
lymphoblastoid cell lines66 lymphoblastoid cell lines
Immortalized B cells used as a laboratory model for studying gene expression,
the GG genotype is associated with dramatically lower ASMT transcript
levels -- by a factor of 4 to 20 compared to the AA genotype -- and
correspondingly reduced enzymatic activity.
Because ASMT catalyzes the terminal step in melatonin production, reduced enzyme levels create a bottleneck. N-acetylserotonin accumulates while melatonin output drops. This is distinct from upstream pathway disruptions (such as AANAT variants) because the substrate is available but cannot be efficiently converted to the final product.
The Evidence
The foundational study by
Melke et al. (2008)77 Melke et al. (2008)
Melke J et al. Abnormal melatonin synthesis in autism spectrum disorders. Mol Psychiatry, 2008
first characterized rs4446909 as a functional promoter variant. In 278
individuals with autism spectrum disorder and 255 controls, the G allele was
significantly more frequent in ASD (0.77 vs 0.70, P=0.006, OR=1.5). The
study found a highly significant decrease in ASMT activity (P=2x10-12)
and melatonin levels (P=3x10-11) in ASD individuals, with the G allele
genotypes showing the lowest ASMT transcript levels (P=2x10-8).
Etain et al. (2012)88 Etain et al. (2012)
Etain B et al. Genetic and functional abnormalities of the melatonin biosynthesis pathway in patients with bipolar disorder. Hum Mol Genet, 2012
replicated the association in bipolar disorder, finding significant association
with rs4446909 in a discovery sample (P=0.01) confirmed in 480 independent
patients and 672 controls (P=0.002). The GG genotype was linked to lower
ASMT mRNA and reduced enzymatic activity compared to controls (P=0.001).
A follow-up by
Geoffroy et al. (2014)99 Geoffroy et al. (2014)
Geoffroy PA et al. An ASMT variant associated with bipolar disorder influences sleep and circadian rhythms: a pilot study. Genes Brain Behav, 2014
studied 53 subjects (25 bipolar patients in remission, 28 controls) and found
the GG genotype was associated with longer sleep duration (P=0.03), greater
activity during sleep periods (P=0.015), and greater interday circadian
stability (P=0.003).
In recurrent depression,
Galecki et al. (2010)1010 Galecki et al. (2010)
Galecki P et al. SNPs and mRNA expression for melatonin synthesis rate-limiting enzyme in recurrent depressive disorder. J Pineal Res, 2010
found the AA genotype was protective against depression in 181 patients
versus 149 controls, while the GG genotype was associated with lower ASMT
mRNA expression in both patients and controls.
Practical Implications
The clinical relevance of rs4446909 centers on melatonin production capacity. If you carry one or two G alleles, your baseline melatonin synthesis may be lower than optimal, potentially contributing to difficulty with sleep onset, lighter sleep in the first half of the night, or a tendency to feel alert later into the evening than desired.
Exogenous melatonin supplementation can compensate for reduced endogenous production. Low-dose melatonin (0.3-1 mg) taken 30-60 minutes before desired sleep time most closely mimics physiological melatonin release. Higher doses (3-5 mg) are commonly sold but may cause morning grogginess and are not necessarily more effective for sleep onset.
Supporting the upstream pathway also matters: adequate
tryptophan1111 tryptophan
The amino acid precursor to serotonin, found in turkey, eggs, cheese, nuts, and seeds
intake provides the raw material, while the methylation cycle must supply
sufficient SAMe for ASMT to function. Bright light exposure in the morning
and dim light in the evening help calibrate the circadian signal that drives
pineal ASMT expression.
Interactions
rs4446909 is in strong linkage disequilibrium (D'=0.94) with rs5989681, another ASMT promoter variant located 97 bp upstream in a putative NF-kappaB binding site. These two SNPs tend to be inherited together and have concordant effects on ASMT expression. Most studies that find an association with rs4446909 also find it with rs5989681.
The melatonin synthesis pathway involves two enzymatic steps after serotonin: AANAT (serotonin -> N-acetylserotonin) and ASMT (N-acetylserotonin -> melatonin). Variants in AANAT could compound the effect of ASMT variants by reducing substrate availability, though this interaction is less well characterized than the ASMT promoter variants themselves.
ASMT requires SAMe as a methyl donor, creating a functional link to the methylation cycle. Variants affecting methylation capacity (such as MTHFR C677T) could theoretically compound ASMT insufficiency by limiting SAMe availability, though direct evidence for this gene-gene interaction on melatonin levels is not yet established.
rs524952
GJD2
- Chromosome
- 15
- Risk allele
- T
Genotypes
Standard Risk — Lower genetic susceptibility to myopia development
Moderate Risk — Moderately increased susceptibility to myopia with one risk allele
Higher Risk — Significantly increased susceptibility to myopia with two risk alleles
GJD2 and the Genetic Architecture of Myopia
The rs524952 variant sits in a regulatory region near the GJD2 gene on chromosome 15q14, one of the first and most consistently replicated genetic associations with myopia11 one of the first and most consistently replicated genetic associations with myopia
discovered in genome-wide association studies since 2010. GJD2 encodes connexin 36 (Cx36), a gap junction protein that forms channels between neuronal cells in the retina, enabling the exchange of ions and small molecules critical for visual signal transmission22 retina, enabling the exchange of ions and small molecules critical for visual signal transmission
Gap junctions are essential for coordinating electrical activity in retinal circuits. While rs524952 itself lies outside the coding region of GJD2, it appears to influence gene expression levels, affecting how efficiently retinal neurons communicate during the critical period of eye development.
The Mechanism
Gap junctions formed by connexin 36 are particularly abundant in the inner retina, connecting amacrine cells, bipolar cells, and ganglion cells33 inner retina, connecting amacrine cells, bipolar cells, and ganglion cells
These connexins enable synchronized electrical activity across retinal circuits. Animal studies have demonstrated that disruption of connexin 36 function leads to defects in the ON pathway of rod signaling, and mice with defective ON pathways develop myopia44 defects in the ON pathway of rod signaling, and mice with defective ON pathways develop myopia
The ON pathway processes light increments and is critical for emmetropization—the process by which the eye grows to the correct length. The rs524952 T allele appears to alter GJD2 expression, potentially disrupting this finely tuned signaling system. In guinea pig myopia models, researchers found 31-38% decreased GJD2 mRNA and connexin 36 protein levels in myopic eyes compared to controls55 31-38% decreased GJD2 mRNA and connexin 36 protein levels in myopic eyes compared to controls
This suggests reduced gap junction function may permit excessive axial elongation.
The Evidence
The association between rs524952 and myopia has been replicated across multiple large studies and diverse populations. A 2013 meta-analysis of 45,758 individuals of European and Asian ancestry66 2013 meta-analysis of 45,758 individuals of European and Asian ancestry
Verhoeven et al., Human Genetics, 2013 found the T allele associated with more myopic refractive error (β = -0.158 diopters, P = 1.44 × 10⁻¹⁵). In Japanese populations, the T allele showed an odds ratio of 1.32 for high myopia77 the T allele showed an odds ratio of 1.32 for high myopia
Hayashi et al., Investigative Ophthalmology & Visual Science, 2011. Importantly, this variant shows strong gene-environment interaction with education: in individuals with university education, each T allele conferred -0.31 diopters of myopia, while in those with lower education the effect was only -0.08 diopters88 strong gene-environment interaction with education: in individuals with university education, each T allele conferred -0.31 diopters of myopia, while in those with lower education the effect was only -0.08 diopters
Fan et al., Human Molecular Genetics, 2014, suggesting that environmental factors like near work amplify the genetic risk.
Children carrying T alleles show progressive myopia development starting as early as age 6, with a clear dose-response pattern: those with two T alleles have the longest axial length, followed by one T allele, with AA individuals having the shortest eyes99 progressive myopia development starting as early as age 6, with a clear dose-response pattern: those with two T alleles have the longest axial length, followed by one T allele, with AA individuals having the shortest eyes
Haarman et al., Investigative Ophthalmology & Visual Science, 2021. The GJD2 risk genotype appears to drive myopia primarily through enlarged vitreous depth, possibly compensated by subtle thinning of the cornea and lens1010 enlarged vitreous depth, possibly compensated by subtle thinning of the cornea and lens
Rotterdam Study phenotype analysis. A study of 1,057 Hong Kong children found rs524952 T allele carriers had significantly faster myopia progression over 3 years, with polygenic risk scores including this variant showing 2.26-fold increased risk of fast progression1111 study of 1,057 Hong Kong children found rs524952 T allele carriers had significantly faster myopia progression over 3 years, with polygenic risk scores including this variant showing 2.26-fold increased risk of fast progression
Chen et al., British Journal of Ophthalmology, 2021.
Practical Implications
For individuals carrying one or two T alleles, the primary concern is increased susceptibility to myopia, particularly when combined with high educational demands or intensive near work. Myopia itself is more than a simple inconvenience requiring glasses—it increases lifetime risk of sight-threatening complications including myopic macular degeneration, retinal detachment, glaucoma, and cataracts1212 sight-threatening complications including myopic macular degeneration, retinal detachment, glaucoma, and cataracts
particularly concerning in high myopia (worse than -6 diopters). The gene-environment interaction suggests that lifestyle modifications during childhood may be particularly effective for genetic risk carriers.
For children with TT or AT genotypes, consider more frequent eye exams starting around age 6 to catch myopia early when interventions are most effective. Emerging evidence suggests that outdoor time may protect against myopia progression1313 outdoor time may protect against myopia progression
The protective effect may work through dopamine signaling pathways that also interact with gap junction function. Aim for at least 2 hours of outdoor time daily, especially during school-age years when the eye is actively growing. Myopia control interventions like specialized contact lenses (MiSight) or low-dose atropine eye drops can slow progression1414 specialized contact lenses (MiSight) or low-dose atropine eye drops can slow progression
though genetic variants may influence treatment response.
Interactions
rs524952 interacts with other myopia-associated variants to compound risk. Studies have examined interactions with rs7744813 (KCNQ5), rs13382811 (ZFHX1B), and rs634990 (another GJD2 variant in high linkage disequilibrium with rs524952). When rs524952 is combined with KCNQ5 and ZFHX1B variants, the combined polygenic risk score significantly predicts both myopia onset and progression rate in children, suggesting these variants work through partially overlapping pathways affecting eye growth regulation. The GJD2-RBFOX1-LAMA2 interaction specifically relates to how education levels modify genetic risk—all three loci show stronger myopia associations in highly educated individuals, possibly because extended near work creates an environment where reduced retinal signaling capacity becomes limiting.
rs6323
MAOA R297R
- Chromosome
- X
- Risk allele
- T
Genotypes
High Activity — Higher MAOA enzyme activity with faster neurotransmitter breakdown
High Activity — Both copies produce high MAOA activity with rapid neurotransmitter breakdown
Intermediate Activity — Mixed MAOA activity with one high and one low activity allele
Low Activity — Lower MAOA enzyme activity leading to slower neurotransmitter breakdown
Low Activity — Both copies produce low MAOA activity with slower neurotransmitter breakdown
The MAOA R297R Variant — A Silent Mutation with Loud Effects
Monoamine oxidase A (MAOA) is a mitochondrial enzyme responsible for breaking down neurotransmitters including serotonin, dopamine, norepinephrine, and epinephrine11 serotonin, dopamine, norepinephrine, and epinephrine
These are key chemical messengers that regulate mood, motivation, stress response, and emotional regulation. The rs6323 variant, despite being synonymous (meaning it doesn't change the amino acid sequence at position 297), significantly affects how efficiently this enzyme works. This is a classic example of how 22 DNA changes don't need to alter protein structure to have meaningful biological effects — they can influence gene expression, mRNA stability, or protein folding.
The variant exists in two forms: G, which produces higher MAOA activity, and T, which produces lower activity33 G, which produces higher MAOA activity, and T, which produces lower activity
The G allele encodes the high-activity form while T encodes the low-activity form. Because MAOA is located on the X chromosome, males (who have only one X) express whichever version they inherit, while females (with two X chromosomes) can have varying combinations. About 29% of Europeans carry the T (lower activity) allele, with higher frequencies in East Asian populations (~48%).
The Mechanism
MAOA requires flavin adenine dinucleotide (FAD) as a covalently attached cofactor44 flavin adenine dinucleotide (FAD) as a covalently attached cofactor
FAD is derived from riboflavin (vitamin B2) and is permanently bound to the MAOA enzyme. The R297R variant affects enzyme activity through mechanisms that remain incompletely understood but likely involve mRNA stability or protein folding efficiency rather than direct catalytic changes. Studies show the G allele is associated with 2-10 times higher MAOA expression compared to the T allele55 Studies show the G allele is associated with 2-10 times higher MAOA expression compared to the T allele
This translates to faster breakdown of monoamine neurotransmitters.
Lower MAOA activity (T allele) leads to slower breakdown of serotonin, dopamine, and norepinephrine, resulting in higher baseline levels of these neurotransmitters. Conversely, higher activity (G allele) means faster degradation and potentially lower neurotransmitter availability, though the body often compensates through feedback mechanisms and altered receptor sensitivity66 feedback mechanisms and altered receptor sensitivity
The relationship between MAOA activity and mood is complex and influenced by environmental factors.
The Evidence
The rs6323 variant has been extensively studied in psychiatric and behavioral contexts. A study of major depressive disorder found that patients with the highest-activity G or GG genotypes had significantly lower placebo response77 A study of major depressive disorder found that patients with the highest-activity G or GG genotypes had significantly lower placebo response
PMID: 19593178. This suggests they may be less responsive to psychological interventions alone.
In Korean children, the TT genotype was protective against ADHD in girls with an odds ratio of 0.3188 In Korean children, the TT genotype was protective against ADHD in girls with an odds ratio of 0.31
PMID: 29782859. Park et al., 2018. Journal of Korean Medical Science. However, results vary by sex and population, with some studies showing opposite effects in males versus females.
Research on aggression has linked the low-activity variants to increased impulsivity and reactive aggression, particularly in individuals who experienced childhood adversity99 Research on aggression has linked the low-activity variants to increased impulsivity and reactive aggression, particularly in individuals who experienced childhood adversity
The gene-environment interaction is crucial — the variant alone doesn't determine behavior. The so-called "warrior gene" association has been sensationalized in media but represents a modest effect size in scientific studies1010 "warrior gene" association has been sensationalized in media but represents a modest effect size in scientific studies
The variant contributes to behavioral tendencies but doesn't determine outcomes.
Evidence level is strong based on consistent replication across multiple populations, though effect sizes are generally modest and highly context-dependent.
Practical Implications
For those with lower MAOA activity (T allele carriers), higher baseline neurotransmitter levels can manifest as emotional intensity, stress sensitivity, or difficulty with emotional regulation. Riboflavin is essential for MAOA function as the precursor to FAD1111 Riboflavin is essential for MAOA function as the precursor to FAD
Adequate B2 status supports optimal enzyme activity. Some individuals with slow MAOA variants report benefits from riboflavin supplementation (100-400 mg daily)1212 riboflavin supplementation (100-400 mg daily)
This supports FAD synthesis and may help normalize enzyme activity.
MAOA activity naturally increases with age and in response to oxidative stress1313 MAOA activity naturally increases with age and in response to oxidative stress
This means someone with genetically low activity might find symptoms moderate over time. Higher activity variants (G allele) may benefit from ensuring adequate precursors for neurotransmitter synthesis.
For treatment response, antidepressant choice may be influenced by MAOA genotype, though this isn't yet standard clinical practice1414 antidepressant choice may be influenced by MAOA genotype, though this isn't yet standard clinical practice
SSRIs work by different mechanisms than MAO inhibitors and may have variable effectiveness. MAO inhibitors are typically reserved for treatment-resistant depression.
Interactions
rs6323 interacts with rs1137070, another functional MAOA variant1515 rs1137070, another functional MAOA variant
Together these define MAOA haplotypes with different activity levels. The uVNTR (variable number tandem repeat) in the MAOA promoter is perhaps the most well-known MAOA variant and works in combination with rs6323 to determine overall enzyme activity. Compound heterozygosity or multiple low-activity alleles across these variants can result in markedly reduced MAOA activity1616 Compound heterozygosity or multiple low-activity alleles across these variants can result in markedly reduced MAOA activity
This may increase susceptibility to mood and behavioral regulation challenges.
MAOA activity also influences the metabolism of tyramine, a dietary amine found in aged cheeses, fermented foods, and red wine1717 the metabolism of tyramine, a dietary amine found in aged cheeses, fermented foods, and red wine
Low MAOA activity can increase sensitivity to tyramine and risk of hypertensive reactions when combined with MAO-inhibiting medications.
rs6511720
LDLR Intron 1
- Chromosome
- 19
- Risk allele
- G
Genotypes
Standard LDLR Expression — Typical LDL receptor expression and cholesterol clearance
Enhanced LDLR Expression — Moderately increased LDL receptor expression, lower baseline cholesterol
Highly Enhanced LDLR Expression — Significantly increased LDL receptor expression, substantially lower cholesterol risk
The LDL Receptor's Regulatory Dial — A Variant That Tunes Cholesterol Clearance
The low-density lipoprotein receptor (LDLR) is the primary gateway through which your liver removes cholesterol from the bloodstream. Mutations in this gene cause the majority of familial hypercholesterolemia cases11 Mutations in this gene cause the majority of familial hypercholesterolemia cases
LDLR mutations account for 80-85% of FH, a condition causing severely elevated LDL from birth, leading to premature cardiovascular disease. While pathogenic LDLR mutations are rare, the common variant rs6511720 in intron 1 represents a subtler regulatory change that affects how efficiently the gene is expressed. This variant was identified in genome-wide association studies as a significant modulator of LDL cholesterol levels22 identified in genome-wide association studies as a significant modulator of LDL cholesterol levels
Beta = -0.22 for LDL-C, p = 3.85 × 10⁻²⁶² in the Global Lipids Genetics Consortium meta-analysis of 170,607 individuals and coronary heart disease risk.
The T allele at rs6511720 is present in approximately 11% of people of European descent, 13% of those of African descent, but only 1% of East Asians33 11% of people of European descent, 13% of those of African descent, but only 1% of East Asians
Population frequency data from dbSNP and gnomAD, making this a moderately common protective variant with substantial ethnic variation. Each copy of the T allele is associated with lower LDL cholesterol levels and reduced risk of coronary heart disease.
The Mechanism
The rs6511720 variant sits within intron 1 of the LDLR gene, 2,015 bases downstream of exon 144 intron 1 of the LDLR gene, 2,015 bases downstream of exon 1
HGVS nomenclature: c.67+2015G>T, in a region that functions as a regulatory enhancer. The T allele creates a binding site for serum response element (SRE) transcription factors55 binding site for serum response element (SRE) transcription factors
Luciferase reporter assays in Huh7 hepatocellular carcinoma cells demonstrated allele-specific enhancer activity, which are proteins that amplify gene transcription in response to growth signals and sterol levels. When functional studies tested the two alleles in liver cells, the rare T allele increased LDLR promoter activity by approximately 29% compared to the common G allele.
This enhanced expression translates directly to more LDL receptor proteins on the surface of liver cells. With more receptors available, hepatocytes can capture and internalize more LDL particles from the bloodstream66 capture and internalize more LDL particles from the bloodstream
The LDLR binds apolipoprotein B-100 on LDL particles, triggering receptor-mediated endocytosis, lowering circulating cholesterol levels. The effect is subtle but meaningful: each T allele reduces LDL cholesterol by roughly 4-5 mg/dL on average.
The variant is in complete linkage disequilibrium with three other intron-1 SNPs77 complete linkage disequilibrium with three other intron-1 SNPs
Including rs57217136, rs141787760, and rs60173709, which together form a haplotype, meaning these variants are inherited as a unit. The haplotype's combined effect on LDLR expression is approximately 29%, with each variant contributing through distinct transcription factor binding sites.
The Evidence
The association between rs6511720 and LDL cholesterol has been replicated across multiple large genetic consortia88 replicated across multiple large genetic consortia
Including the Global Lipids Genetics Consortium (N=170,607) and validated in multiethnic cohorts, establishing this as one of the well-characterized lipid-associated variants. The T allele is associated with lower LDL-C levels (beta = -0.22 standard deviations) and correspondingly lower risk of coronary heart disease (odds ratio approximately 0.89, representing about 12% reduced risk per T allele).
Beyond baseline cholesterol levels, rs6511720 also affects response to statin therapy99 response to statin therapy
In the JUPITER trial of rosuvastatin, rs6511720 was associated with 2.6% greater LDL-C reduction per T allele (p=0.005). This makes pharmacogenomic sense: statins work by inhibiting cholesterol synthesis in the liver, which triggers compensatory upregulation of LDLR expression. Individuals who start with genetically higher LDLR expression (T carriers) may achieve greater absolute reductions when statins further amplify receptor levels.
The functional mechanism was confirmed through luciferase reporter assays demonstrating the T allele's 29% increase in LDLR transcription1010 luciferase reporter assays demonstrating the T allele's 29% increase in LDLR transcription
Huh7 cells transfected with T allele constructs showed significantly higher promoter activity, and electrophoretic mobility shift assays proved that the T allele specifically binds serum response element (SRE) transcription factors. These experiments bridge the gap between genetic association and biological mechanism.
Interestingly, another common LDLR variant, rs688 in exon 12, interacts with rs5925 to regulate LDLR splicing efficiency1111 rs688 in exon 12, interacts with rs5925 to regulate LDLR splicing efficiency
The four possible haplotypes show splicing efficiencies ranging from 68.5% to 79.6%, affecting the proportion of functional LDLR transcripts. While rs6511720 modulates transcription, rs688 affects post-transcriptional processing, illustrating how multiple regulatory layers fine-tune LDLR expression.
Practical Implications
For individuals with the common GG genotype, standard cardiovascular prevention guidelines apply. Current recommendations emphasize LDL cholesterol targets based on cardiovascular risk1212 Current recommendations emphasize LDL cholesterol targets based on cardiovascular risk
For general prevention, LDL <100 mg/dL; for high-risk patients with established disease, <70 mg/dL; for very high-risk patients, <55 mg/dL. Diet, exercise, and when indicated, statin therapy, remain the cornerstones of cholesterol management.
Those carrying one or two T alleles have a genetic advantage in cholesterol clearance, but this doesn't negate the importance of healthy habits. Dietary interventions can powerfully modulate LDL levels regardless of genetics1313 Dietary interventions can powerfully modulate LDL levels regardless of genetics
Soluble fiber (5-10 g/day) reduces LDL by 5-10%, plant sterols (2 g/day) by 5-15%. The Mediterranean dietary pattern, rich in vegetables, fruits, whole grains, legumes, nuts, fish, and olive oil1414 Mediterranean dietary pattern, rich in vegetables, fruits, whole grains, legumes, nuts, fish, and olive oil
Multiple studies demonstrate LDL reductions of 8-15% with adherence to Mediterranean diet, has been consistently shown to reduce cardiovascular events independent of baseline cholesterol levels.
If statin therapy is prescribed, T allele carriers may achieve target cholesterol levels with lower doses or see greater absolute reductions at standard doses. However, dose adjustments should always be made based on measured lipid responses rather than genetic prediction alone. Guidelines recommend checking lipid panels 4-12 weeks after starting or adjusting statin therapy1515 Guidelines recommend checking lipid panels 4-12 weeks after starting or adjusting statin therapy
Repeated every 3-12 months to assess adherence and response, with dosing titrated to achieve individual risk-based targets.
Interactions
The rs6511720 variant is in complete linkage disequilibrium with rs57217136, rs141787760, and rs601737091616 complete linkage disequilibrium with rs57217136, rs141787760, and rs60173709
These four intron-1 variants form a haplotype with combined effects on LDLR expression, meaning they are inherited together. The protective T allele at rs6511720 virtually always occurs with the minor alleles at these linked positions, and their combined regulatory effects produce the observed 29% increase in LDLR expression.
Beyond the LDLR locus, cholesterol metabolism involves a network of genes. PCSK9 (proprotein convertase subtilisin/kexin type 9) negatively regulates LDLR by promoting receptor degradation1717 PCSK9 (proprotein convertase subtilisin/kexin type 9) negatively regulates LDLR by promoting receptor degradation
Loss-of-function PCSK9 variants like rs11591147 increase LDL receptor levels and reduce cardiovascular risk. Conversely, gain-of-function PCSK9 variants like rs505151 accelerate LDLR degradation and raise cholesterol. Individuals carrying both protective LDLR variants (like rs6511720 T) and protective PCSK9 variants would experience compounded benefits, while those with risk alleles at both loci might face elevated cholesterol from dual mechanisms.
The rs688 variant in LDLR exon 12 affects splicing efficiency when paired with rs59251818 rs688 variant in LDLR exon 12 affects splicing efficiency when paired with rs5925
The combined haplotype influences what proportion of LDLR transcripts are properly processed. Someone carrying the rs6511720 T allele (high transcription) but also the rs688 T allele (reduced splicing) might see attenuated benefits, as more transcripts are produced but fewer are successfully spliced into functional protein. Conversely, optimal LDLR function would result from combining high transcription (rs6511720 T) with efficient splicing (rs688 C, rs5925 C).
APOB variants affect the ligand that LDLR recognizes1919 APOB variants affect the ligand that LDLR recognizes
Rare pathogenic APOB mutations cause familial hypercholesterolemia through defective receptor binding, while common APOB polymorphisms modulate cholesterol levels through effects on LDL particle composition. The ultimate cholesterol outcome reflects the interplay between hepatic LDLR expression (affected by rs6511720), receptor degradation (PCSK9), and ligand quality (APOB).
rs7041
GC Asp432Glu
- Chromosome
- 4
- Risk allele
- A
Genotypes
Gc1s/Gc1s Carrier — Standard VDBP isoform — normal vitamin D transport and supplementation response
Mixed Isoform Carrier — One high-affinity VDBP copy — moderately reduced total vitamin D levels
Gc1f/Gc1f Carrier — Highest-affinity VDBP — lower total vitamin D, may need higher supplementation doses
Vitamin D Binding Protein — The Carrier That Shapes Your Vitamin D Status
Vitamin D travels through your bloodstream bound to a carrier protein called
VDBP11 VDBP
Vitamin D binding protein, also known as group-specific component (GC), carries approximately 85-90% of circulating 25(OH)D and 85% of 1,25(OH)2D in the blood
(vitamin D binding protein). Roughly 85-90% of the vitamin D in your blood is
bound to VDBP, making it the single largest determinant of how vitamin D is
transported to tissues, how long it remains in circulation, and how much is
available for cellular uptake. The rs7041 variant in the GC gene changes a
single amino acid in this carrier protein, creating isoforms with different
binding properties that measurably affect your vitamin D levels.
The Mechanism
The rs7041 variant produces a missense change22 missense change
A missense variant changes one amino acid to another in the protein sequence
at position 432 of the VDBP protein: aspartic acid (Asp) in the reference form
and glutamic acid (Glu) in the alternate form. Together with a second variant
in the same gene (rs458833 rs4588
The companion GC variant at codon 436, where Thr defines Gc1 and Lys defines Gc2),
rs7041 defines the three major VDBP isoforms that differ in binding affinity
and glycosylation:
- Gc1f (rs7041-A + rs4588-C): highest binding affinity for 25(OH)D
- Gc1s (rs7041-C + rs4588-C): intermediate binding affinity
- Gc2 (rs7041-A + rs4588-A): lowest binding affinity
The Gc1f isoform (A allele at rs7041) binds vitamin D metabolites most tightly.
This means more total vitamin D is protein-bound and less circulates as
free 25(OH)D44 free 25(OH)D
The unbound fraction of vitamin D that can enter cells directly without receptor-mediated uptake; represents about 0.03% of total circulating 25(OH)D.
Paradoxically, individuals with the highest-affinity carrier (AA genotype) tend
to have the lowest levels of free, bioavailable vitamin D despite potentially
adequate total levels.
The isoforms also differ in glycosylation patterns that affect conversion to
Gc-MAF55 Gc-MAF
GC protein-derived macrophage activating factor, an immune modulator produced by enzymatic modification of VDBP that activates macrophages.
Gc1 isoforms are more efficiently converted to Gc-MAF than Gc2, with
implications for innate immune function.
The Evidence
A landmark GWAS of 4,501 Europeans66 landmark GWAS of 4,501 Europeans
Ahn J et al. Genome-wide association study of circulating vitamin D levels. Hum Mol Genet, 2010
identified rs7041 as a genome-wide significant determinant of circulating
25(OH)D concentrations (P = 4.1 x 10-22). A subsequent
GWAS focused on VDBP levels77 GWAS focused on VDBP levels
Moy KA et al. Genome-wide association study of circulating vitamin D-binding protein. Am J Clin Nutr, 2014
found even stronger association: mean serum DBP concentrations were 7,335,
5,149, and 3,152 nmol/L for individuals carrying 0, 1, and 2 copies of the
minor allele respectively (P = 1.42 x 10-246).
A study in women across reproductive states88 study in women across reproductive states
Ganz AB et al. Vitamin D binding protein rs7041 genotype alters vitamin D metabolism in pregnant women. FASEB J, 2018
found that AA (TT on coding strand) carriers had 25(OH)D levels at 80% of CC
(GG) carriers (P = 0.05), but paradoxically had 2.5 times higher free 25(OH)D
(P < 0.0001). This reflects lower VDBP concentrations with the A allele,
resulting in less total binding but more unbound vitamin D available for
cellular uptake.
A supplementation study in 234 vitamin D-deficient adults99 supplementation study in 234 vitamin D-deficient adults
Al-Daghri NM et al. Efficacy of vitamin D supplementation according to vitamin D-binding protein polymorphisms. Nutrition, 2019
found that homozygous A allele carriers were 6.2 times more likely to remain
deficient after supplementation, and heterozygotes 4.2 times more likely,
compared to CC homozygotes (P < 0.001). This makes rs7041 one of the
strongest genetic predictors of vitamin D supplementation response.
In a cohort of 414 smokers1010 cohort of 414 smokers
Janssens W et al. Vitamin D deficiency is highly prevalent in COPD and correlates with variants in the vitamin D-binding gene. Thorax, 2010,
AA homozygotes had a 25% reduction in 25(OH)D levels and an increased risk
for COPD (OR 2.11, 95% CI 1.20-3.71, P = 0.009).
Practical Implications
The key insight from rs7041 is the distinction between total and free vitamin D. Standard blood tests measure total 25(OH)D, which is heavily influenced by VDBP levels. If you carry the A allele, your total vitamin D may appear low on standard testing even when your free (bioavailable) vitamin D is adequate. This matters because clinical decisions about supplementation are usually based on total 25(OH)D.
AA carriers should consider testing both total and free 25(OH)D if available, may need higher doses to reach standard target levels on total 25(OH)D, and should take vitamin D3 with fat-containing meals for optimal absorption. Consistent daily dosing (e.g. 2,000-4,000 IU daily) may work better than large intermittent doses for genotypes with altered VDBP kinetics.
Interactions
rs7041 interacts directly with rs4588 in the same gene to determine the three VDBP isoforms (Gc1f, Gc1s, Gc2). The combination of both variants provides more information than either alone. rs7041-A with rs4588-A creates the Gc2 isoform (lowest binding affinity), while rs7041-A with rs4588-C creates Gc1f (highest affinity). This means the same rs7041 genotype can have different functional consequences depending on rs4588 status.
rs7041 also interacts with VDR (rs1544410) and CYP2R1 (rs10741657). If VDBP transport is impaired (rs7041 AA) alongside reduced vitamin D activation (CYP2R1 AA) or reduced receptor sensitivity (VDR TT), the combined effect on vitamin D status is compounded. These multi-gene interactions are addressed in compound implications when all relevant genotypes are present.
rs12740374
SORT1 1p13.3 locus
- Chromosome
- 1
- Risk allele
- G
Genotypes
High Sortilin Expression — Lower LDL cholesterol and reduced cardiovascular risk
Intermediate Sortilin Expression — Moderate LDL cholesterol levels with intermediate cardiovascular risk
Lower Sortilin Expression — Higher baseline LDL cholesterol and increased cardiovascular risk
The 1p13.3 Locus — A Genetic LDL-Cholesterol Thermostat
Your chromosomes contain regulatory switches that control how much cholesterol
circulates in your blood. At position 1p13.3 on chromosome 1, a single-letter
DNA change creates or destroys a binding site for a protein called C/EBP11 C/EBP
CCAAT/enhancer binding protein, a transcription factor that regulates gene
expression, fundamentally altering
your liver's cholesterol management system.
This variant, rs12740374, sits in the 3' untranslated region of the CELSR2 gene
but controls expression of SORT1, which encodes sortilin22 sortilin
a cellular trafficking
receptor that directs proteins to different destinations within cells.
When the T allele is present, it creates a functional C/EBP binding site that
increases sortilin production in liver cells by more than 12-fold33 more than 12-fold
compared to
the major G allele. This isn't a
subtle effect — it's one of the strongest genetic regulators of LDL cholesterol
discovered through genome-wide studies.
The Mechanism
Sortilin acts as an intracellular sorting receptor in hepatocytes, binding to
apolipoprotein B-100 (apoB) in the Golgi apparatus. When sortilin levels are
high (T allele carriers), it captures apoB-containing particles and routes them
to lysosomes for degradation44 captures apoB-containing particles and routes them
to lysosomes for degradation
rather than allowing them to be secreted as VLDL
particles, reducing the amount of
VLDL that leaves the liver. Since VLDL particles are converted to LDL in
circulation, less VLDL secretion means lower plasma LDL cholesterol.
The molecular switch works like this: the T allele creates a perfect C/EBP
consensus binding site, while the G allele disrupts it. When C/EBP binds to the
T allele sequence, it increases SORT1 transcription. Reporter assays show
~4-fold greater gene activity55 ~4-fold greater gene activity
with the T allele compared to G in laboratory
experiments.
Importantly, sortilin's effect is context-dependent. It restricts apoB secretion
specifically under conditions of lipid loading and endoplasmic reticulum stress66 lipid loading and endoplasmic reticulum stress
metabolic conditions common after high-fat meals,
but has minimal effect under basal conditions. This suggests the variant may be
particularly important during metabolic challenges.
Beyond reducing VLDL secretion, increased hepatic sortilin also enhances LDL
catabolism77 enhances LDL
catabolism
the breakdown and clearance of LDL particles from the blood,
working through two complementary mechanisms to lower circulating LDL cholesterol.
The Evidence
The 1p13.3 locus ranks among the most robustly replicated genetic associations in
cardiovascular disease. Genome-wide association studies88 Genome-wide association studies
meta-analyses combining
hundreds of thousands of individuals
consistently identify rs12740374 and its tightly linked neighbors (rs646776,
rs599839) as major LDL-cholesterol regulators.
Effect sizes are clinically meaningful. Each copy of the T allele (the
higher-sortilin, protective allele) lowers LDL cholesterol by approximately
0.18-0.19 mmol/L (7-7.5 mg/dL)99 0.18-0.19 mmol/L (7-7.5 mg/dL)
observed in both European Americans and African
Americans in the ARIC Study. Other
studies report reductions of 5-11 mg/dL per T allele1010 5-11 mg/dL per T allele
effect size varies by
ancestry, with Mexican Americans showing ~11 mg/dL reduction.
The cardiovascular benefit is substantial. Homozygosity for the protective T
allele is associated with a 40% reduction in myocardial infarction risk1111 40% reduction in myocardial infarction risk
compared to GG homozygotes,
with odds ratios in the 0.51 range for coronary stenosis. The effect is mediated
primarily through LDL-cholesterol lowering, though the variant also reduces
protein C levels1212 reduces
protein C levels
a coagulation factor, suggesting a novel link between
lipoprotein metabolism and hemostasis.
Effect sizes are considerably larger in younger populations1313 considerably larger in younger populations
2.5-4.1% of LDL-C
variation in children and young adults, versus 1% in older subjects,
suggesting early-life effects may be particularly important for lifelong
cardiovascular risk.
Functional studies in mice confirm the mechanism. Sort1 knockout mice show
reduced lipoprotein secretion and protection from hypercholesterolemia1414 reduced lipoprotein secretion and protection from hypercholesterolemia
when
crossed with LDL receptor-deficient mice,
while sortilin overexpression increases plasma LDL levels. RNA interference
studies in human hepatocytes demonstrate that silencing SORT1 reduces apoB
secretion.
A pharmacogenetic meta-analysis1515 pharmacogenetic meta-analysis
of statin response studies
found that rs12740374 is associated with an additional 1.5% increase per T
allele in LDL-C lowering when treated with statins, suggesting the variant may
predict drug response.
Practical Actions
If you carry one or two copies of the protective T allele, you start with a genetic advantage for cholesterol management. Your liver naturally produces more sortilin, routing more apoB to degradation and secreting less VLDL. This doesn't mean you're immune to high cholesterol — diet, exercise, and other genetic factors still matter — but you have a lower baseline risk.
For GG homozygotes, the opposite applies: less sortilin means more efficient VLDL
secretion and higher baseline LDL-cholesterol. This genetic predisposition makes
lifestyle modifications particularly important1616 lifestyle modifications particularly important
dietary interventions that
reduce LDL-C are especially valuable when genetic factors work against you.
Dietary fiber and plant sterols work through complementary mechanisms. Soluble
fiber1717 Soluble
fiber
5-10 grams daily from oats, barley, psyllium, beans, and vegetables
reduces intestinal cholesterol absorption. Plant sterols/stanols1818 Plant sterols/stanols
2 grams daily
from fortified foods or supplements
compete with cholesterol for absorption, lowering LDL-C by 5-15%. A dietary
portfolio combining these approaches can reduce LDL-C by ~30%, rivaling
first-line statin therapy.
Since sortilin's effects are amplified under conditions of lipid loading and ER
stress1919 conditions of lipid loading and ER
stress
high-fat meals and metabolic stress,
GG carriers may see particular benefit from moderating saturated fat intake.
Studies show saturated fatty acids activate ERK signaling and suppress Sort1
expression2020 activate ERK signaling and suppress Sort1
expression
in obese and diabetic mice,
potentially worsening the GG genotype's baseline disadvantage.
Interactions
The 1p13.3 locus is part of a broader polygenic architecture of LDL cholesterol.
Variants in APOE, LDLR, PCSK9, APOB, and HMGCR2121 APOE, LDLR, PCSK9, APOB, and HMGCR
other major cholesterol-regulating
genes combine
additively to determine overall cholesterol levels and cardiovascular risk.
Genetic risk scores incorporating these loci predict familial hypercholesterolemia
in patients without monogenic mutations.
The nearby variants rs646776 and rs599839 are in near-perfect linkage
disequilibrium with rs127403742222 near-perfect linkage
disequilibrium with rs12740374
r² > 0.98, meaning they're almost always
inherited together and
represent the same biological signal. Other SNPs in this haplotype block include
rs629301, rs1277930, and rs583104.
Gene-diet interactions have been observed. While the locus primarily affects
baseline LDL-cholesterol, dietary interventions still work: carriers of the
higher-risk G allele respond normally to soluble fiber, plant sterols, and
Mediterranean dietary patterns2323 respond normally to soluble fiber, plant sterols, and
Mediterranean dietary patterns
these interventions lower LDL-C regardless of
genotype.
Statin pharmacogenetics show that rs12740374 predicts treatment response, with T
allele carriers achieving slightly greater LDL-C reduction2424 slightly greater LDL-C reduction
an additional 1.5%
per allele on statin therapy.
This suggests that genetic testing could help predict who will achieve guideline
LDL-C targets on first-line therapy versus requiring combination treatment.
Gene-Gene Interaction Proposals
SORT1 × APOE (rs12740374 × rs429358/rs7412): APOE genotype determines LDL
receptor affinity, while SORT1 controls hepatic VLDL secretion. The combination
of SORT1 GG (high VLDL secretion) with APOE ε4/ε4 (impaired LDL clearance) may
create a compound risk state requiring aggressive dietary or pharmacologic
intervention. Conversely, SORT1 TT × APOE ε2/ε2 might confer exceptional
protection. Evidence: both loci are included in polygenic risk scores for
hypercholesterolemia2525 polygenic risk scores for
hypercholesterolemia
and show additive effects.
SORT1 × PCSK9 (rs12740374 × rs11591147): PCSK9 degrades LDL receptors, while
sortilin controls VLDL production and facilitates PCSK9 secretion2626 facilitates PCSK9 secretion
SORT1
enhances PCSK9 secretion from hepatocytes.
SORT1 GG (low sortilin) with PCSK9 gain-of-function variants may compound LDL-C
elevation through both increased production and reduced clearance. Evidence:
PCSK9 and LDLR show documented interaction effects2727 PCSK9 and LDLR show documented interaction effects
on statin response.
rs12785878
DHCR7 Near gene T>G
- Chromosome
- 11
- Risk allele
- G
Genotypes
Optimal Vitamin D Synthesis — Normal vitamin D synthesis capacity from sun exposure
Slightly Reduced Synthesis — Mildly reduced vitamin D synthesis — one copy of the low-D allele
Reduced Vitamin D Synthesis — Genetically reduced vitamin D synthesis — both copies of the low-D allele
DHCR7 and the Cholesterol-Vitamin D Switch
Your skin makes vitamin D through an elegant two-step process: ultraviolet B
light strikes 7-dehydrocholesterol (7-DHC)11 7-dehydrocholesterol (7-DHC)
A cholesterol precursor molecule
concentrated in the outer layers of your skin, particularly the stratum basale
and stratum spinosum in the outer skin layers, breaking open one of its
carbon rings to form previtamin D3, which then spontaneously rearranges into
vitamin D3 (cholecalciferol). But there is a catch: the same 7-DHC molecule
is also the substrate for DHCR7 (7-dehydrocholesterol reductase), the enzyme
that converts it into cholesterol. These two pathways compete for the same
precursor, making DHCR7 a metabolic switch that determines how much of your
skin's 7-DHC goes toward vitamin D versus cholesterol.
The variant rs12785878 sits near the DHCR7 gene on chromosome 11. While it
does not change the protein's amino acid sequence, it is associated with
altered DHCR7 expression or activity. The G allele is linked to lower
circulating 25-hydroxyvitamin D22 25-hydroxyvitamin D
25(OH)D, also called calcidiol, is the
main circulating form of vitamin D measured in blood tests. It reflects your
overall vitamin D status from both sun exposure and diet levels, likely
because higher DHCR7 activity channels more 7-DHC toward cholesterol and
away from the vitamin D synthesis pathway.
The Mechanism
DHCR7 catalyzes the
final step in the Kandutsch-Russell cholesterol synthesis pathway33 final step in the Kandutsch-Russell cholesterol synthesis pathway
This is one of two routes cells use to make cholesterol. DHCR7 reduces the
C7-8 double bond in 7-DHC using NADPH as an electron donor,
converting 7-DHC to cholesterol on the smooth endoplasmic reticulum. In a
feedback loop, cholesterol itself accelerates the proteasomal degradation
of DHCR7 protein, which in turn increases 7-DHC accumulation and favors
vitamin D production. When genetic variants increase baseline DHCR7 activity
or expression, less 7-DHC remains available for UV-driven vitamin D synthesis
in the skin.
The rs12785878 variant is technically located in an intron of the neighboring
NADSYN1 gene, but the associated signal maps to the DHCR7 regulatory region.
Multiple SNPs in tight linkage disequilibrium44 linkage disequilibrium
LD: a measure of how
strongly alleles at nearby positions are inherited together. High LD means
the alleles travel as a block through generations span this locus,
and the functional effect likely involves regulatory changes that modulate
DHCR7 transcription.
The Evidence
The
landmark 2010 Lancet GWAS55 landmark 2010 Lancet GWAS
Wang TJ et al. Common genetic determinants
of vitamin D insufficiency: a genome-wide association study. Lancet,
2010 in 33,996 Europeans
identified rs12785878 as one of three loci reaching genome-wide significance
for association with 25(OH)D concentrations (P = 2.1 x 10-27). In the
Framingham Heart Study subcohort, mean 25(OH)D differed by about 8 nmol/L
between TT homozygotes (79.7 nmol/L) and GG homozygotes (71.7 nmol/L). Each
copy of the G allele increased the odds of vitamin D insufficiency (below
75 nmol/L) by about 21% (OR 1.21, 95% CI 1.14-1.29).
A concurrent
GWAS by Ahn and colleagues66 GWAS by Ahn and colleagues
Ahn J et al. Genome-wide association study of
circulating vitamin D levels. Hum Mol Genet,
2010 independently confirmed the
DHCR7/NADSYN1 locus at P = 3.4 x 10-9 in 6,722 individuals, finding this
region accounted for approximately 1.2% of the variance in circulating
vitamin D levels.
These findings have been massively replicated. A
UK Biobank GWAS77 UK Biobank GWAS
Manousaki D et al. Genome-wide association study for
vitamin D levels reveals 69 independent loci. Am J Hum Genet,
2020 in 401,460 participants
confirmed DHCR7 among 69 loci for vitamin D, and a parallel
study of 417,580 Europeans88 study of 417,580 Europeans
Revez JA et al. Genome-wide association study
identifies 143 loci associated with 25 hydroxyvitamin D concentration.
Nat Commun, 2020 identified
143 loci, with DHCR7 remaining one of the strongest signals.
Beyond vitamin D levels, the G allele has been associated with increased
risk of multiple sclerosis in a
genome-wide study99 genome-wide study
Australia and New Zealand Multiple Sclerosis Genetics
Consortium. Genes Immun, 2011
and with early-onset Alzheimer's disease in a
Chinese case-control study1010 Chinese case-control study
Ma M et al. Front Genet,
2021 (OR 1.54, 95% CI
1.18-2.02), both of which may be mediated through vitamin D's
immunomodulatory and neuroprotective roles.
Practical Implications
The per-allele effect of rs12785878 on vitamin D levels is modest (roughly 2-4 nmol/L, or about 1 ng/mL per G allele), but it compounds with other risk factors: limited sun exposure, darker skin pigmentation, higher latitude, indoor lifestyle, and winter season. Individuals with the GG genotype who also have other vitamin D pathway variants (such as reduced CYP2R1 hydroxylation or altered GC/DBP transport) may be especially prone to insufficiency.
The practical message is straightforward: if you carry one or two copies of the G allele, you have a genetic tendency toward lower vitamin D production from sunlight. Monitoring your 25(OH)D levels and supplementing as needed becomes more important, particularly if you live at higher latitudes or have limited sun exposure.
Evolutionary Context
The T allele (associated with higher vitamin D) shows a striking
latitude gradient: it reaches 74% frequency in European populations
but only 18% in African populations. A
2013 evolutionary study1111 2013 evolutionary study
Kuan V et al. DHCR7 mutations linked to higher
vitamin D status allowed early human migration to northern latitudes.
BMC Evol Biol, 2013 found
evidence of positive selection for DHCR7 haplotypes associated with
higher vitamin D at northern latitudes. As humans migrated away from
equatorial Africa to regions with less intense UV radiation, variants
that preserved more 7-DHC for vitamin D synthesis (rather than shunting
it to cholesterol) provided a survival advantage against rickets, immune
dysfunction, and reduced fertility.
Interactions
The three other major vitamin D pathway loci interact with rs12785878 in determining overall vitamin D status. CYP2R1 (rs10741657) encodes the liver 25-hydroxylase that converts vitamin D3 to 25(OH)D. GC (rs2282679) encodes the vitamin D binding protein that transports 25(OH)D in the blood. CYP24A1 (rs6013897) encodes the enzyme that degrades active vitamin D. Wang et al. found that individuals in the highest quartile of a combined genetic risk score across these loci had 2.47 times the odds of vitamin D insufficiency compared to the lowest quartile. These multi-gene interactions may warrant compound implications when a user carries risk alleles at multiple vitamin D pathway loci.
rs13107325
SLC39A8 A391T
- Chromosome
- 4
- Risk allele
- T
Genotypes
Normal Metal Transporter — Typical manganese and zinc absorption through the intestinal ZIP8 transporter
Reduced Metal Transporter — Moderately reduced manganese and zinc absorption; mildly increased Crohn's disease risk
Significantly Reduced Metal Transporter — Substantially impaired manganese and zinc absorption; elevated Crohn's disease risk
The ZIP8 Transporter — A Pleiotropic Gene Linking Metal Metabolism to Gut Health
SLC39A811 SLC39A8
Also known as ZIP8 (Ziv-Irt-like Protein 8) encodes a membrane transporter that moves divalent metal ions — particularly manganese, zinc, and iron — from outside the cell into the cytoplasm.
The protein acts as a transporter for multiple metal ions including Zn²⁺, Cd²⁺, Fe²⁺, Mn²⁺, Hg²⁺, and Co²⁺ . The A391T variant (rs13107325) is one of the most pleiotropic genetic variants identified by genome-wide association studies, meaning it influences multiple, seemingly unrelated traits across different body systems.
The Mechanism
The A391T substitution replaces alanine with threonine at position 39122 replaces alanine with threonine at position 391
A more polar amino acid in the protein structure.
While the intrinsic transport properties remain similar to wild-type ZIP8, cellular uptake of zinc, cadmium, and iron is significantly reduced due to decreased ZIP8 plasma membrane expression . The variant protein simply doesn't reach the cell surface as efficiently, limiting the amount of metal ions that can be transported into cells.
This has particularly important consequences in the intestinal epithelium.
Intestinal epithelial SLC39A8 controls intestinal manganese absorption and epithelial integrity
. When ZIP8 function is impaired, manganese becomes less available to intestinal cells33 manganese becomes less available to intestinal cells
Mn is essential for glycosyltransferase enzymes, which build the protective glycocalyx layer and mucus that form the gut barrier.
The Evidence
The strongest association is with Crohn's disease44 Crohn's disease
A form of inflammatory bowel disease.
In an exome-wide study of 10,523 IBD cases and 5,726 controls, the A391T variant was significantly associated with Crohn's disease (combined meta-analysis p=5.55×10⁻¹³, OR=1.31) . The T allele (threonine) is the risk variant.
More strikingly, the Crohn's disease risk allele was associated with altered colonic microbiome composition in both healthy controls (p=0.009) and Crohn's disease cases (p=0.0009), with microbes depleted in healthy carriers strongly overlapping with those reduced in CD patients (p=9.24×10⁻¹⁶) and overweight individuals (p=6.73×10⁻¹⁶) . This suggests the variant affects the gut ecosystem even before disease develops.
Mouse studies confirm the mechanism.
A393T knockin mice (corresponding to human A391T) showed markedly reduced manganese levels in whole blood, liver, and colon, with levels of zinc and iron unchanged , demonstrating specificity for manganese.
Electron microscopy revealed the glycocalyx in mutant mice was sparse and significantly shorter than in wild-type mice
— direct evidence of impaired barrier function.
The variant has remarkably broad effects.
GWAS showed the A391T polymorphism is associated with reduced arterial blood pressure, increased body mass index, increased HDL-cholesterol, and schizophrenia .
It has also been linked to adolescent idiopathic scoliosis, with the minor allele associated with greater spinal curvature, decreased height, increased BMI, and lower plasma manganese .
Practical Implications
If you carry one or two copies of the T allele, your intestinal cells absorb less manganese and zinc from food. This can weaken the gut barrier over time, potentially increasing susceptibility to intestinal inflammation and altering which bacteria thrive in your colon. The microbiome shifts resemble those seen in Crohn's disease and obesity, even in otherwise healthy people.
The reduced manganese transport affects enzymes throughout the body that require manganese as a cofactor, particularly those involved in building protective glycoproteins. This may explain the association with scoliosis (bone and cartilage development), lower blood pressure (vascular function), and neuropsychiatric effects (brain requires manganese for neurotransmitter metabolism).
Dietary intake of manganese becomes more important when you have this variant.
Higher dietary manganese intake was associated with lower BMI, higher HDL cholesterol, lower triglycerides, and reduced body fat percentage — effects that oppose the risks conferred by the genetic variant .
Interactions
The effects of this variant are most pronounced when combined with low dietary manganese intake or with other genetic variants affecting gut barrier function, metal metabolism, or inflammatory pathways. The microbiome alterations may interact with dietary factors that influence bacterial composition, such as fiber intake and fermented foods. No specific multi-SNP compound effects have been formally documented yet, but the microbiome-mediated effects suggest that variants in other IBD risk genes may compound the impact.
rs1800407
OCA2 Arg419Gln
- Chromosome
- 15
- Risk allele
- A
Genotypes
Standard Pigmentation — Normal OCA2 function with efficient melanosome pH regulation
Moderate Modifier — One copy of the green-eye variant with intermediate effect on pigmentation
Green-Eye Variant — Reduced OCA2 function strongly associated with green and hazel eye color
The Green-Eyed Gene — How a Single Amino Acid Shapes Eye Color
Your eyes get their color from melanin, the same pigment that determines skin tone. But
eye color isn't just about how much melanin you make—it's also about how efficiently
your cells can package it11 how efficiently
your cells can package it
Melanin is produced in specialized organelles called
melanosomes within melanocytes, and the efficiency of this process depends on precise
pH regulation. The OCA2 gene encodes the
P protein, a melanosomal transporter that regulates the pH environment where melanin
is synthesized22 regulates the pH environment where melanin
is synthesized
The P protein is a chloride channel that shifts melanosomal pH from
acidic to neutral, which is essential for tyrosinase enzyme activity. When this system works at full
capacity, you get deeply pigmented brown eyes. When a variant reduces its efficiency,
the result can be lighter shades—including the distinctive green and hazel hues.
rs1800407 is one such variant. This SNP changes a single amino acid in the P protein
(arginine to glutamine at position 419), creating a hypomorphic version33 hypomorphic version
A hypomorphic
allele produces a partially functional protein—not completely broken, but less efficient
than normal that reduces melanin
production in the iris. Unlike the famous HERC2 rs12913832 variant44 HERC2 rs12913832 variant
The HERC2
rs12913832 SNP is the primary determinant of blue vs. brown eyes in Europeans, but
rs1800407 in OCA2 acts as a penetrance modifier
that primarily controls blue versus brown eyes, rs1800407 is the strongest genetic
predictor of intermediate eye colors—green, hazel, and light brown.
The Mechanism
The OCA2 gene sits on chromosome 15 and encodes an 838-amino-acid transmembrane protein
localized to melanosomes. The P protein functions as a chloride-selective anion channel55 chloride-selective anion channel
OCA2-mediated chloride efflux from the melanosome lumen reduces proton pump activity,
raising organellar pH that modulates the
pH of these pigment-producing organelles. Early-stage melanosomes are highly acidic
(pH < 6.0), but tyrosinase66 tyrosinase
the rate-limiting enzyme in melanin synthesis | is
inactive below pH 6.0. To produce
melanin, the melanosome must neutralize its pH—and that's where OCA2 comes in.
By transporting chloride ions out of the melanosome, the P protein counterbalances
proton pumps and shifts pH toward neutral. This creates the optimal environment for
tyrosinase to convert tyrosine into melanin. The Arg419Gln substitution77 Arg419Gln substitution
rs1800407
changes CGG (arginine) to CAG (glutamine) in exon 13
reduces the efficiency of this chloride transport, resulting in a more acidic melanosomal
environment and reduced melanin synthesis.
Importantly, rs1800407 doesn't act alone. It sits in strong linkage disequilibrium88 linkage disequilibrium
two genetic variants that are inherited together more often than expected by chance with HERC2
rs12913832, a regulatory variant 21 kb upstream that controls OCA2 transcription. The
HERC2 variant acts as an enhancer that determines whether OCA2 is expressed at all,
while rs1800407 determines how efficiently the protein works once it's made. When both
variants are present—the HERC2 A allele reducing OCA2 expression and the rs1800407 A
allele producing a hypomorphic protein—the combined effect on pigmentation is stronger
than either alone.
The Evidence
Andersen et al. (2016)99 Andersen et al. (2016)
Importance of nonsynonymous OCA2 variants in human eye color
prediction. Mol Genet Genomic Med 4:420-430
identified rs1800407 as one of three nonsynonymous OCA2 variants critical for eye color
prediction. In a sample of 1,570 Danish individuals, a four-variant haplotype
(HERC2 rs12913832 + three OCA2 coding variants including rs1800407) explained 75.6%
of eye color variation (adjusted R² = 0.76), compared to 68.8% for rs12913832 alone.
The rs1800407 A allele showed the strongest association with green and hazel eye colors.
Branicki et al. (2008)1010 Branicki et al. (2008)
Association of polymorphic sites in the OCA2 gene with eye
colour using the tree scanning method. Ann Hum Genet 72:184-192 used an evolutionary tree scanning approach
to identify rs1800407 as the single strongest OCA2 predictor of eye color variation.
Among individuals with the HERC2 rs12913832 AA genotype (predisposed to blue eyes),
the penetrance of green/hazel eyes was 50% for rs1800407 AA, 21% for AG, and 6% for GG.
Donnelly et al. (2012)1111 Donnelly et al. (2012)
A global view of the OCA2-HERC2 region and pigmentation.
Hum Genet 131:683-696 genotyped 3,432
individuals from 72 populations for 21 SNPs in the OCA2-HERC2 region. The rs1800407
A allele is geographically restricted, reaching frequencies of 0-11% in Europe, 0-9.4%
in Southwest Asia, and 0-9.3% in Central Asia, with highest frequencies in Northern
Europe. Outside these regions, it's rare (1-4% in some Native American and African
American populations, <1% in East Asia and Africa). Long-range haplotype tests provided
evidence of positive selection in Europe, consistent with the hypothesis that lighter
pigmentation was advantageous at higher latitudes.
rs1800407 also affects skin pigmentation. The same Andersen study1212 Andersen study found that two OCA2 coding variants, including those in linkage with rs1800407, had measurable effects on quantitative skin color. This makes biological sense: OCA2 regulates melanosome pH in all melanocytes, not just those in the iris.
There's also evidence linking rs1800407 to melanoma risk. Guedj et al. (2013)1313 Guedj et al. (2013)
Report
of a novel OCA2 gene mutation and an investigation of OCA2 variants on melanoma risk
in a familial melanoma pedigree. Hum Mutat 34:333-339 reported that the rs1800407 A allele was
a significant risk factor for cutaneous malignant melanoma in a GWAS (OR 1.27, p=0.0006).
This association likely reflects the reduced melanin content in skin and eyes, which
provides less photoprotection against UV radiation.
Practical Actions
If you carry the A allele, you likely have lighter eye color (green, hazel, or light
brown) and possibly lighter skin tone than your GG counterparts. This has implications
for UV protection1414 UV protection
Melanin absorbs and dissipates UV radiation, preventing DNA
damage. With less melanin in
your skin and eyes, you have reduced natural photoprotection and should prioritize
sun safety—especially if you also carry blue-eye alleles at HERC2 rs12913832.
Beyond pigmentation, this variant is a reminder of how tightly regulated biological systems are. Melanosome pH must be precisely controlled to balance competing demands: acidic enough to prevent premature melanin polymerization, but neutral enough for tyrosinase to function. A single amino acid change at position 419 tips this balance, producing not just a different eye color, but a slightly different melanin profile throughout your body.
Interactions
rs1800407 shows strong epistatic interactions with HERC2 rs129138321515 HERC2 rs12913832
A regulatory
variant in an enhancer region 21 kb upstream of OCA2 that controls OCA2 gene expression. The HERC2 variant determines
how much OCA2 protein is produced, while rs1800407 determines how well that protein
functions. When both the HERC2 rs12913832 A allele (reduced OCA2 expression) and the
rs1800407 A allele (hypomorphic P protein) are present in cis (on the same chromosome),
the combined effect on pigmentation is greater than additive. Haplotype analyses show
that the doubly-derived haplotype (HERC2 A + OCA2 A) is especially common in Northern
Europe and strongly associated with green and hazel eye colors.
rs1800407 also interacts with other OCA2 coding variants. Andersen et al.1616 Andersen et al. identified rs74653330 (p.Ala481Thr) and rs121918166 (p.Val443Ile) as additional nonsynonymous OCA2 variants that contribute to eye color variation when present with rs1800407. These variants likely affect different functional domains of the P protein, and when combined, they produce an even broader spectrum of intermediate eye colors.
There's also evidence for gene-gene interactions beyond OCA2. Studies have found
synergistic interactions between HERC2 rs12913832 and TYRP1 rs14087991717 TYRP1 rs1408799
tyrosinase-related
protein 1, another enzyme in the melanin synthesis pathway
in determining green eye color. The prediction accuracy for green eyes increases
from AUC 0.667 to 0.697 when these interactions are modeled. This suggests that the
final eye color phenotype emerges from a network of interacting variants across
multiple pigmentation genes.
rs2010963
VEGFA G-634C (+405G>C)
- Chromosome
- 6
- Risk allele
- C
Genotypes
Low VEGF Producer — Lower VEGF-A production, superior resistance training response, reduced soft tissue injury risk
Intermediate VEGF Producer — Moderate VEGF-A production, balanced training response, slightly elevated injury risk
High VEGF Producer — Elevated VEGF-A production, blunted resistance training gains, increased soft tissue injury risk
VEGFA G-634C — The Angiogenesis Adapter
The VEGFA gene encodes vascular endothelial growth factor A11 vascular endothelial growth factor A
The master regulator of angiogenesis (new blood vessel formation), critical for oxygen delivery to tissues,
the master regulator of angiogenesis — the formation of new blood vessels. This
promoter variant, located at position -634 in the gene's regulatory region,
directly affects how much VEGF-A your cells produce. The C allele increases
VEGF-A expression, leading to higher circulating levels and greater angiogenic
potential. The G allele results in lower baseline VEGF production.
This SNP is one of only three genetic variants with replicated findings22 replicated findings
Among 99 unique polymorphisms studied in football players, only ACTN3 R577X, ACAN rs1516797, and VEGFA rs2010963 showed consistent associations across independent cohorts
across independent cohorts of professional football players — making it among
the most robust findings in sports genetics. But its implications extend far
beyond athletics: VEGF levels influence wound healing, cardiovascular health,
exercise adaptation, and soft tissue injury susceptibility.
The Mechanism
The -634G>C polymorphism sits in the 5′-untranslated region of the VEGFA gene,
a regulatory region that controls gene expression33 gene expression
Transcription rates determine how much protein gets made from a gene.
The C allele enhances promoter activity, resulting in higher VEGFA mRNA levels
and increased protein production. Functional studies44 Functional studies
Vailati et al. 2012 — analysis of 53 human retinal samples
show that C-allele carriers (CC or CG genotypes) have significantly higher VEGFA
gene expression than GG individuals (5.15 and 3.72 arbitrary units vs 2.62,
P=0.045).
VEGF-A is the central angiogenic factor in skeletal muscle. During exercise,
muscle contraction triggers VEGF release into the muscle interstitium55 muscle interstitium
The fluid-filled space between muscle fibers and capillaries,
where it binds to VEGF receptors on capillary endothelial cells. This stimulates
two forms of capillary growth: sprouting angiogenesis66 sprouting angiogenesis
New capillaries bud from existing vessels through endothelial cell proliferation and basement membrane remodeling
(driven by VEGF signaling) and longitudinal splitting77 longitudinal splitting
A capillary lumen splits into two parallel vessels through mechanical stretching of endothelial cells
(driven by shear stress and nitric oxide). Higher baseline VEGF production in
C-allele carriers means a stronger angiogenic response to training stimuli.
But VEGF also upregulates matrix metalloproteinases88 matrix metalloproteinases
MMPs — enzymes that degrade extracellular matrix proteins including collagen
(MMPs), which are necessary for capillary growth but also weaken the
extracellular matrix (ECM). Since more than 80% of muscle force99 more than 80% of muscle force
Force transmission research shows lateral force transfer to ECM is critical for strength
is transmitted laterally to the ECM rather than along the muscle fiber, excessive
MMP activity may impair force transmission. This explains why GG individuals —
with lower VEGF and thus lower MMP activity — show superior strength gains from
resistance training.
The Evidence
The most rigorous evidence comes from a within-subject crossover study1010 within-subject crossover study
Pickering et al. 2023 — 30 healthy men completed both resistance and endurance training in random order
where 30 healthy men completed both resistance training (4 weeks of knee
extensions at 80% 1-RM) and endurance training (4 weeks of cycling at 70-90%
max heart rate), separated by a 3-week washout. VEGFA rs2010963 GG homozygotes
increased maximum strength by +20.9% after resistance training but only
+8.4% in VO₂peak after endurance training (P=0.005). In contrast, C-allele
carriers gained only +12.2% strength — significantly less than GG individuals
(P=0.04) — though their endurance improvements were comparable.
The authors propose that lower VEGF in GG individuals preserves ECM integrity during resistance training, allowing more effective lateral force transmission and greater hypertrophy. C-allele carriers' higher VEGF drives angiogenesis but also MMP-mediated ECM degradation, blunting their strength response.
For injury risk, the evidence is equally compelling. A meta-analysis1111 meta-analysis
Zhang et al. 2024 — systematic review of 4 studies with 1,061 cases and 986 controls
of tendon and ligament injuries found that in European populations, the CC
genotype conferred OR 1.40 (95% CI 1.00-1.94, P=0.049) for injury risk
compared to GG. The C allele itself showed OR 1.15 (95% CI 1.00-1.32, P=0.045),
with the G allele demonstrating protective effects. Specifically, rs2010963 CC1212 rs2010963 CC
Systematic review of genetic predisposition to injury in football
homozygotes had greater risk of ACL and ligament/tendon injury than G-allele
carriers, replicated across two independent football cohorts.
The mechanism is likely tied to VEGF's role in tissue healing1313 tissue healing
VEGF is highly expressed 2-3 weeks post-ACL surgery and critical for graft remodeling.
While adequate angiogenesis is necessary for tendon repair, excessive VEGF
upregulates MMPs that degrade collagen, weakening connective tissue structure.
CC individuals' chronically higher VEGF may predispose to tendon/ligament
fragility under load.
Training Adaptations
The GG genotype confers a clear advantage for resistance training. The +20.9% strength gain in GG individuals versus +12.2% in C-allele carriers represents a 71% greater adaptation to the same training stimulus. This is among the largest effect sizes for any single SNP in exercise genetics.
For endurance training, the picture is more nuanced. C-allele carriers have
higher circulating VEGF and greater angiogenic potential, which theoretically
should enhance capillary density and oxygen delivery. Some studies report
better aerobic capacity1414 better aerobic capacity
C allele associated with higher VO₂max values in some cohorts
in C-allele carriers. However, the crossover study found no significant
difference in VO₂peak gains between genotypes (+8-9% for both). This may
reflect that angiogenesis, while important, is just one of many adaptations
to endurance training (mitochondrial biogenesis, fiber-type shifts, etc.).
Injury Prevention
For C-allele carriers — particularly CC homozygotes — soft tissue injury risk is elevated. This is especially relevant for athletes in high-stress sports (football, basketball, skiing) where ACL and tendon injuries are common. The OR 1.40 for CC versus GG translates to roughly 40% higher odds of injury per exposure event, though absolute risk depends on sport, training load, and biomechanics.
Interactions
VEGFA rs2010963 is part of a functional haplotype with two other promoter SNPs:
rs6999471515 rs699947
-2578C/A polymorphism in VEGFA promoter
(-2578C/A) and rs15703601616 rs1570360
-1154G/A polymorphism in VEGFA promoter
(-1154G/A). The A-G-G haplotype (rs699947-rs1570360-rs2010963) has been
associated with increased risk of chronic Achilles tendon injury. Individuals
carrying multiple high-VEGF alleles across these SNPs may have compounded
angiogenic drive and correspondingly greater MMP activity.
The interplay with nitric oxide1717 nitric oxide
NO is produced by endothelial NOS in response to shear stress and by neuronal NOS during muscle contraction
(NO) is also critical. NO and VEGF work synergistically: VEGF upregulates
endothelial NOS (eNOS), and NO in turn enhances VEGF receptor sensitivity.
Genetic variants affecting NO production (e.g., NOS31818 NOS3
Endothelial nitric oxide synthase gene polymorphisms
polymorphisms) may modulate the phenotypic effects of VEGFA rs2010963.
rs25531
SLC6A4 A>G
- Chromosome
- 17
- Risk allele
- G
Genotypes
High Expression (with L allele) — Standard serotonin transporter expression when paired with 5-HTTLPR L allele
Intermediate Expression — One copy reduces serotonin transporter expression when on L allele
Low Expression (L<sub>G</sub>) — Both copies reduce serotonin transporter when on L allele background
The Serotonin Transporter's Hidden Switch — rs25531 and SSRI Response
Important Limitation: According to 23andMe's own geneticists, rs25531 is not reliably genotyped on consumer platforms11 not reliably genotyped on consumer platforms
David Hinds of 23andMe reported that "nearly everyone (99.97%) is getting called as CC, and there is no clear heterozygote cluster" and "the genotype calls for rs25531 on our platform are not meaningful". This SNP requires specialized genotyping methods. If your 23andMe data shows AA for rs25531, it is likely a technical artifact rather than your true genotype. This article is included for scientific completeness and for users who have obtained clinical genotyping.
The serotonin transporter gene SLC6A422 serotonin transporter gene SLC6A4
encodes the protein responsible for clearing serotonin from synapses is one of the most studied genes in psychiatry. The well-known 5-HTTLPR insertion/deletion polymorphism in the gene's promoter has been linked to depression, anxiety, and antidepressant response33 depression, anxiety, and antidepressant response
though results have been inconsistent across studies for decades. But rs25531, a single nucleotide A→G substitution located within the long (L) allele of 5-HTTLPR, adds a critical layer of complexity: it effectively converts an L allele to function like the short (S) allele44 it effectively converts an L allele to function like the short (S) allele
when G is present at rs25531, the L allele has transcriptional activity comparable to the S allele rather than high activity.
The Mechanism
The 5-HTTLPR polymorphism consists of a 44-base-pair insertion/deletion in the SLC6A4 promoter region, creating short (S, 14 repeats) and long (L, 16 repeats) variants. Early research suggested the L allele produced 2-3 times more serotonin transporter mRNA than the S allele55 Early research suggested the L allele produced 2-3 times more serotonin transporter mRNA than the S allele
Lesch et al. Science, 1996. However, rs25531 revealed that not all L alleles are functionally equivalent66 rs25531 revealed that not all L alleles are functionally equivalent
Hu et al. identified that an A→G substitution at rs25531 within the L allele creates a binding site for the AP-2 transcription factor.
The result is a triallelic system: LA (L allele with A at rs25531) has high transporter expression, while LG (L allele with G at rs25531) has low expression similar to the S allele77 LG (L allele with G at rs25531) has low expression similar to the S allele
the G variant disrupts transcription factor binding, reducing promoter activity. This creates a functional hierarchy: LALA > LAS > LALG > LGLG ≈ LGS > SS in terms of serotonin transporter expression.
The Evidence
The G allele frequency varies dramatically by ancestry88 The G allele frequency varies dramatically by ancestry
European-Americans: 7.5%, African-Americans: 21%, reflecting significant population stratification. In the largest study to date of 954 African-American and 2,622 European-American subjects99 the largest study to date of 954 African-American and 2,622 European-American subjects
Odgerel et al. Translational Psychiatry, 2013, the G allele was nearly three times more common in African-Americans, and when 5-HTTLPR and rs25531 were combined into high- and low-transcription haplotypes, African-Americans showed significantly fewer low-transcription variants overall.
The clinical significance remains controversial and inconsistent1010 controversial and inconsistent
multiple meta-analyses have produced conflicting results. Some studies suggest that individuals with LALA genotypes respond better to SSRIs1111 individuals with LALA genotypes respond better to SSRIs
particularly in Caucasian populations, though effect sizes are modest, while others find no association between rs25531 and treatment outcome1212 no association between rs25531 and treatment outcome
four large studies including STAR*D analyses found no predictive value.
One study found that SSRI serum concentrations correlated with response only in LA carriers1313 One study found that SSRI serum concentrations correlated with response only in LA carriers
suggesting dose-dependent effects specific to the high-expression genotype. Intriguingly, rs25531 also influences opioid analgesia1414 rs25531 also influences opioid analgesia
individuals with low-expression genotypes (SA/SA or SA/LG) showed significantly better pain relief from remifentanil than LALA individuals, suggesting the variant affects multiple neurotransmitter-related drug responses.
Practical Implications
The primary clinical question is whether rs25531 genotyping improves antidepressant selection beyond 5-HTTLPR alone. Current evidence suggests limited additional predictive value1515 Current evidence suggests limited additional predictive value
CPIC does not include rs25531 in its recommendations, and multiple studies found no added specificity. The GeneSight pharmacogenomic test1616 GeneSight pharmacogenomic test
a commercial panel for antidepressant selection notes that "more data is needed before the rs25531 SNP can be recommended for use in treatment selection."
However, for individuals with clinically obtained rs25531 genotyping, there are some tentative guidelines: Those with G alleles may experience more side effects from SSRIs1717 G alleles may experience more side effects from SSRIs
particularly gastrointestinal symptoms and headaches and may benefit from starting at lower doses or considering non-SSRI alternatives. Medications like mirtazapine, which has minimal serotonin transporter affinity1818 Medications like mirtazapine, which has minimal serotonin transporter affinity
showed no impact or even improved response in low-expression genotypes, making them reasonable alternatives.
Interactions
Rs25531 must be interpreted together with 5-HTTLPR, as they are in tight linkage disequilibrium and the G allele is almost always found on the L allele background1919 the G allele is almost always found on the L allele background
rarely occurring with the S allele. The triallelic classification (LA, LG, S) provides more accurate functional prediction than the biallelic (L, S) system alone. Other SLC6A4 polymorphisms including rs2020933 and STin22020 Other SLC6A4 polymorphisms including rs2020933 and STin2
also affect transporter expression and may compound with rs25531, though the clinical utility of multi-variant haplotypes remains uncertain.
Gene-environment interactions are also critical2121 Gene-environment interactions are also critical
the combination of low-expression genotypes and stressful life events appears to increase depression risk more than either factor alone, though this finding has been challenged by large meta-analyses. Epigenetic modifications including DNA methylation of the SLC6A4 promoter2222 Epigenetic modifications including DNA methylation of the SLC6A4 promoter
may interact with rs25531 genotype to affect both expression and treatment response.
rs5030655
CYP2D6 *6
- Chromosome
- 22
- Risk allele
- -
Genotypes
Normal Metabolizer — Two functional CYP2D6 genes — standard drug metabolism
Intermediate Metabolizer — One non-functional CYP2D6*6 allele — mildly reduced drug metabolism
Poor Metabolizer — Two non-functional CYP2D6*6 alleles — no enzyme function
CYP2D6*6 — A Critical No-Function Allele for Drug Metabolism
CYP2D6*6 is one of the most clinically important no-function alleles of the highly polymorphic CYP2D6 gene.
This variant is characterized by a single-nucleotide deletion in exon 3 (c.454del, legacy name 1707delT) causing a frameshift and premature truncation of the CYP2D6 protein , resulting in complete loss of enzyme function. The CYP2D6 enzyme is responsible for metabolizing approximately 20-25% of all prescription drugs, including many opioids, antidepressants, and antipsychotics.
The Mechanism
The 1707delT deletion causes a frameshift from codon 118 leading to a truncated non-functional protein, resulting in missed enzyme activity
. Without functional CYP2D6 enzyme, individuals cannot properly metabolize drugs that depend on this pathway. For prodrugs like codeine and tramadol that require CYP2D6 to convert them into active metabolites morphine and O-desmethyltramadol, respectively11 morphine and O-desmethyltramadol, respectively
These conversions are essential for pain relief, the consequence is complete lack of therapeutic effect. For drugs that are inactivated by CYP2D6, such as many antidepressants, poor metabolizers experience dangerously high drug levels and increased side effects.
The Evidence
The frequencies of CYP2D6*6 are approximately 1% in European populations and 0.5% or lower in other populations
. Original characterization22 Original characterization
Saxena et al. identified this single base deletion in poor metabolizers in 1994. Hum Mol Genet 1994. The variant has since been extensively studied and included in all major pharmacogenomic guidelines.
For CYP2D6 poor metabolizers (activity score of 0), current evidence supports the avoidance of codeine and tramadol due to the likelihood of suboptimal or lack of effect, while codeine or tramadol should not be used in ultrarapid metabolizers to avoid the risk of severe toxicity
. CPIC Level A evidence33 CPIC Level A evidence
Clinical Pharmacogenetics Implementation Consortium guidelines provide the strongest recommendations for avoiding these drugs in poor metabolizers. Clin Pharmacol Ther 2021.
For antidepressants, the pattern reverses.
For poor metabolizers taking venlafaxine, there are indications of an increased risk of side effects and a reduced chance of efficacy due to reduced conversion to the active metabolite O-desmethylvenlafaxine
. Case report44 Case report
A CYP2D6 poor metabolizer experienced severe adverse effects and no therapeutic benefit from venlafaxine. Ann Clin Biochem 2009.
Practical Implications
Carrying one or two copies of CYP2D6*6 has profound implications for medication selection:
Pain management: Avoid codeine and tramadol entirely. These prodrugs require CYP2D6 for activation. Alternative opioids not metabolized by CYP2D6 include morphine, oxymorphone, buprenorphine, fentanyl, methadone, and hydromorphone.
Antidepressants: For drugs heavily metabolized by CYP2D6 (paroxetine, fluvoxamine, venlafaxine, vortioxetine), poor metabolizers experience elevated drug levels and increased side effects. Alternatives include citalopram, escitalopram, sertraline, and mirtazapine, which rely more heavily on other metabolic pathways.
ADHD medication:
Atomoxetine-treated patients with an activity score of 0 are poor metabolizers who may experience higher drug levels , requiring dose reduction or alternative therapy.
Cancer treatment: Tamoxifen, used for breast cancer, requires CYP2D6 for conversion to its active form endoxifen. Poor metabolizers may have reduced benefit from tamoxifen therapy.
Interactions
CYP2D6*6 interacts with other CYP2D6 alleles to determine overall metabolizer status. Two no-function alleles (such as *6/*6, *6/*4, or *6/*3) result in poor metabolizer status. One no-function allele paired with one reduced-function allele (such as *6/*10 or *6/*41) results in intermediate metabolizer status. These compound genotypes may warrant different dosing recommendations depending on the specific drug. Additionally, strong CYP2D6 inhibitors (such as fluoxetine, paroxetine, and bupropion) can convert normal metabolizers into phenotypic poor metabolizers, further complicating drug therapy.
rs567754
BHMT BHMT-02
- Chromosome
- 5
- Risk allele
- T
Genotypes
One copy of the T variant with slightly decreased selenium levels but no disease risk
Two copies of the T variant with slightly lower selenium levels but no health concerns
Typical BHMT function with normal selenium metabolism
BHMT-02: A Benign Methylation Gene Variant Linked to Selenium Metabolism
The BHMT gene encodes betaine-homocysteine methyltransferase, a zinc-dependent enzyme that provides an alternative pathway for converting homocysteine back to methionine.
BHMT is involved in regulating homocysteine metabolism by converting betaine and homocysteine to dimethylglycine and methionine . This alternative remethylation pathway operates independently of the folate-dependent methionine synthase pathway, making it particularly important when MTHFR function is impaired.
In the liver, BHMT is responsible for about half of homocysteine metabolism .
The Variant
Rs567754, commonly known as BHMT-02, is an intronic variant located in the BHMT gene on chromosome 5.
Rs567754 is an intronic variant of the BHMT gene, and neither previous data nor published studies revealed an association with congenital heart defects or ventricular septal defects in offspring . Unlike the well-studied functional variant rs3733890 (which causes an amino acid change), rs567754 does not alter the BHMT protein structure or enzyme activity.
The T allele of rs567754 has been associated with decreased selenium levels in both blood and toenail measurements.
A genome-wide association study identified a significant locus at 5q14 near BHMT associated with selenium concentrations .
The T allele is associated with decrease in toenail and blood selenium levels . However, this association with selenium metabolism does not appear to translate into disease risk.
The Evidence
Multiple large studies have examined rs567754 for disease associations and consistently found no significant effects. In a study of 426 mothers of children with ventricular septal defects and 740 controls11 In a study of 426 mothers of children with ventricular septal defects and 740 controls
Feng et al. Maternal BHMT gene polymorphisms and ventricular septal defects. Nutrients, 2022, rs567754 showed no association with congenital heart defects, unlike other BHMT variants in the same study. A comprehensive functional characterization study22 A comprehensive functional characterization study
Kraus et al. Human BHMT and BHMT2 gene sequence variation. Molecular Genetics and Metabolism, 2008 found that intronic variants in BHMT, including rs567754, did not affect enzyme activity or protein levels when tested in cell culture assays.
The main finding for rs567754 comes from genome-wide association studies of selenium metabolism. A meta-analysis of toenail selenium concentrations in 4,162 European descendants33 A meta-analysis of toenail selenium concentrations in 4,162 European descendants
Cornelis et al. Selenium GWAS. Human Molecular Genetics, 2015 identified the 5q14 region harboring BHMT and neighboring genes as associated with selenium levels, explaining approximately 1% of the variance in selenium concentrations.
Proteins encoded by genes at this locus function in homocysteine metabolism, and the findings show evidence of a genetic link between selenium and homocysteine pathways, both involved in cardiometabolic disease .
Practical Implications
Since rs567754 has not been associated with elevated homocysteine levels, cardiovascular disease risk, or other health conditions in multiple studies, it does not require specific interventions. The modest association with selenium levels is of uncertain clinical significance, as the variant explains only about 1% of selenium variation and selenium deficiency is rare in developed countries with typical Western diets.
The BHMT enzyme does require betaine (trimethylglycine) as a substrate and zinc as a cofactor for its function. Supporting overall methylation cycle health through adequate intake of B vitamins, choline (which converts to betaine), and zinc remains sensible regardless of BHMT genotype, particularly for individuals with other methylation cycle variants like MTHFR C677T.
Interactions
Rs567754 is located in the BHMT gene, which provides an alternative remethylation pathway that can compensate for impaired MTHFR function. Individuals carrying both MTHFR variants (rs1801133 C677T or rs1801131 A1298C) and BHMT variants may have compounded effects on homocysteine metabolism, though rs567754 itself does not appear functionally significant. The more relevant BHMT variant for such interactions is rs3733890 (R239Q), which does affect enzyme function.
Compound effects between MTHFR variants and functional BHMT variants (such as rs3733890) would warrant increased attention to betaine/choline intake and B vitamin status, particularly folate and B12, to support both remethylation pathways. However, since rs567754 has shown no functional impact in studies, specific compound implications for this variant are not warranted.
rs5751876
ADORA2A 1976T>C
- Chromosome
- 22
- Risk allele
- T
Genotypes
Caffeine Tolerant — Lower caffeine-induced anxiety, but more vulnerable to sleep disruption from caffeine
Intermediate Sensitivity — Moderate caffeine sensitivity with mixed anxiety and sleep effects
Caffeine Sensitive — High sensitivity to caffeine-induced anxiety — the "jittery coffee" genotype
The Caffeine Sensitivity Gene — Why Coffee Keeps Some People Awake
Every cup of coffee triggers a molecular contest inside your brain. Caffeine works
by blocking adenosine11 adenosine
A neurotransmitter that accumulates during wakefulness and
promotes sleepiness. Adenosine is essentially your brain's "tiredness signal" — it
builds up the longer you're awake and dissipates during sleep from binding to its
receptors, particularly the A2A receptor22 A2A receptor
One of four adenosine receptor subtypes
(A1, A2A, A2B, A3). The A2A receptor is concentrated in the striatum and plays a
central role in sleep-wake regulation and anxiety encoded by the ADORA2A gene.
The rs5751876 variant determines how strongly your brain responds to this caffeine
blockade — making some people jittery after a single espresso while others can drink
coffee at dinner and sleep soundly.
What makes this variant unusual is its split personality: the T allele increases vulnerability to caffeine-induced anxiety, while the C allele increases vulnerability to caffeine-induced sleep disruption. These are distinct neurological pathways, and your genotype shifts the balance between them.
The Mechanism
Despite being a synonymous variant33 synonymous variant
A DNA change that doesn't alter the protein's
amino acid sequence. The codon still codes for tyrosine at position 361. However,
synonymous variants can affect gene expression through changes in mRNA stability,
splicing, or regulatory element function (Tyr361Tyr), rs5751876 has robust,
replicated associations with multiple phenotypes. The variant itself likely isn't the
direct cause — instead, it sits in tight linkage disequilibrium44 linkage disequilibrium
When two genetic
variants are inherited together more often than expected by chance, because they're
physically close on the chromosome. This means rs5751876 reliably tags the true
functional variant nearby with several nearby variants (rs2298383, rs3761422,
rs4822492) that may affect ADORA2A promoter activity and receptor expression levels
in the brain.
Brain imaging studies55 Brain imaging studies
Hohoff et al. 2020. ADORA2A variation and adenosine A1
receptor availability in the human brain. Translational Psychiatry
have shown that rs5751876 genotype influences adenosine A1 receptor availability
across 30 of 31 brain regions examined, with particularly strong effects in
anxiety-related regions including the amygdala and hippocampus. This suggests the
variant modulates the entire adenosine signaling system, not just the A2A receptor
itself.
The Evidence
The caffeine-anxiety link was first established by
Alsene et al.66 Alsene et al.
Alsene K et al. Association between A2a receptor gene polymorphisms
and caffeine-induced anxiety. Neuropsychopharmacology, 2003,
who gave 94 healthy infrequent caffeine users 150mg of caffeine and found that T/T
carriers reported significantly greater anxiety increases than C/C carriers.
Childs et al.77 Childs et al.
Childs E et al. Association between ADORA2A and DRD2 polymorphisms
and caffeine-induced anxiety. Neuropsychopharmacology, 2008
replicated this in 102 participants across four caffeine doses (0, 50, 150, 450mg),
confirming the T/T genotype showed the greatest anxiety response at the 150mg dose
(F(2,98)=3.5, p<0.05).
The sleep side of the story came from
Retey et al.88 Retey et al.
Retey JV et al. A genetic variation in the adenosine A2A receptor gene
(ADORA2A) contributes to individual sensitivity to caffeine effects on sleep. Clin
Pharmacol Ther, 2007,
who surveyed over 4,300 people about their caffeine sensitivity and then performed
EEG sleep studies. C-allele carriers showed caffeine-induced changes in brain electrical
activity during sleep that closely resembled the patterns seen in insomnia patients.
This finding was replicated in a
GWAS of 2,402 Australian twins99 GWAS of 2,402 Australian twins
Byrne EM et al. A genome-wide association study of
caffeine-related sleep disturbance. Sleep, 2012
(OR 0.62 for proxy SNPs in complete LD, p=0.019) — one of the few candidate-gene
associations from the pre-GWAS era to survive genome-wide replication.
The anxiety association traces back even further:
Deckert et al.1010 Deckert et al.
Deckert J et al. Systematic mutation screening and association study
of the A1 and A2a adenosine receptor genes in panic disorder. Mol Psychiatry,
1998
first linked the T allele to panic disorder in 1998, and a
2010 replication study1111 2010 replication study
Deckert J et al. Evidence for association of risk variants
with panic disorder and anxious personality. J Psychiatr Res,
2010
with 531 panic disorder patients and 540 controls confirmed the association and
extended it to anxious personality traits.
Practical Implications
The most actionable finding is the caffeine-genotype interaction. A
large French cohort study1212 large French cohort study
Erblang M et al. The Impact of Genetic Variations in
ADORA2A in the Association between Caffeine Consumption and Sleep. Genes,
2019
(N=1,023) found that among low caffeine consumers (<300mg/day), T/T carriers had a
decreased risk of insomnia (OR 0.5) compared to C/C carriers. But at high consumption
levels (>300mg/day), genotype differences vanished — all groups showed sleep disruption,
suggesting that heavy caffeine use overwhelms any genetic protection.
An important nuance: tolerance develops.
Rogers et al.1313 Rogers et al.
Rogers PJ et al. Association of the anxiogenic and alerting effects
of caffeine with ADORA2A and ADORA1 polymorphisms and habitual level of caffeine
consumption. Neuropsychopharmacology, 2010
showed that frequent caffeine consumption substantially blunts the anxiogenic effect
even in genetically susceptible individuals, though it comes at the cost of
withdrawal symptoms1414 withdrawal symptoms
Regular caffeine users who skip their usual dose experience
fatigue, headache, and difficulty concentrating — the mirror image of caffeine's
acute benefits when caffeine is withheld.
Interactions
The most important interaction is with CYP1A2 (rs762551), which controls caffeine metabolism speed. ADORA2A determines how sensitive your receptors are to caffeine, while CYP1A2 determines how fast your liver clears it. A person who is both a slow CYP1A2 metabolizer (rs762551 C-carriers) and an ADORA2A T-carrier (anxiety-sensitive) faces a double challenge: caffeine lingers in the bloodstream longer and simultaneously hits the adenosine receptors harder. For these individuals, even a single afternoon coffee can trigger anxiety and disrupt that night's sleep.
Conversely, fast CYP1A2 metabolizers with ADORA2A C/C genotype have the highest caffeine tolerance — they clear it quickly and their receptors are less reactive. These are the people who genuinely can drink coffee at dinner with no consequences.
rs11549465
HIF1A Pro582Ser
- Chromosome
- 14
- Risk allele
- C
Genotypes
Pro/Ser (Balanced Response) — Moderate oxygen-sensing response with balanced endurance capacity and lower injury risk
Ser/Ser (Modified Response) — Altered oxygen-sensing response — rare genotype with potentially different training adaptations
Pro/Pro (Strong Hypoxic Response) — Enhanced oxygen-sensing response — stronger endurance adaptations but possible injury susceptibility
HIF1A Pro582Ser — The Oxygen Master Switch
The HIF1A gene encodes hypoxia-inducible factor 1-alpha11 hypoxia-inducible factor 1-alpha
The oxygen-sensing
subunit of a transcription factor that activates >100 genes controlling red blood
cell production, blood vessel growth, and metabolic adaptation, the master
regulator of how your cells respond to low oxygen. When oxygen drops — during
intense exercise, at altitude, or in poorly perfused tissues — HIF-1α triggers a
coordinated response: it ramps up erythropoietin (EPO)22 erythropoietin (EPO)
The hormone that
stimulates red blood cell production in bone marrow production to boost oxygen
carrying capacity, activates VEGF33 VEGF
Vascular endothelial growth factor, the
primary signal for new blood vessel formation to grow new blood vessels, and
shifts metabolism toward anaerobic glycolysis44 anaerobic glycolysis
ATP production without oxygen,
less efficient but faster than oxidative phosphorylation for rapid energy
production. The Pro582Ser polymorphism (rs11549465), a C-to-T change in exon 12,
replaces proline with serine at position 582 in the protein's oxygen-dependent
degradation domain55 oxygen-dependent
degradation domain
The region where oxygen-sensing enzymes hydroxylate specific
prolines, marking HIF-1α for destruction under normal oxygen. About 10% of
Europeans and 12% of South Asians carry at least one copy of the Ser (T) allele.
The Mechanism
Under normal oxygen conditions, prolyl hydroxylase enzymes66 prolyl hydroxylase enzymes
PHD2 and PHD3
hydroxylate Pro402 and Pro564, enabling von Hippel-Lindau protein binding
rapidly degrade HIF-1α by hydroxylating two critical proline residues (Pro402 and
Pro564), enabling recognition by the von Hippel-Lindau protein77 von Hippel-Lindau protein
VHL binds
hydroxylated HIF-1α and targets it for ubiquitin-mediated destruction, keeping
baseline HIF levels low, which tags it for destruction. When oxygen drops,
these hydroxylases become inactive, HIF-1α stabilizes, moves to the nucleus,
dimerizes with HIF-1β, and activates its target genes. The Pro582Ser change sits
in this degradation domain, near the hydroxylation sites. Despite early concerns,
laboratory studies88 laboratory studies
Tanimoto et al. showed Pro582 hydroxylation assays revealed
no effect on Pro564 hydroxylation or VHL binding
confirmed it doesn't impair the normal hydroxylation-degradation process. The
functional difference appears more subtle: the Ser582 variant may alter HIF-1α
protein stability or transcriptional activity under specific physiological
conditions, particularly during prolonged or repeated hypoxic exposure, though the
exact mechanism remains debated.
The Evidence — Elite Endurance
The landmark 2010 study99 landmark 2010 study
Döring F et al. A common haplotype and the Pro582Ser
polymorphism of HIF1A in elite endurance athletes. J Appl Physiol,
2010 by Döring and colleagues examined
316 elite male endurance athletes (average VO₂max: 79 ml/kg/min) versus 304
sedentary controls. Pro/Pro homozygotes were significantly overrepresented in
athletes: 84% versus 75% in controls. The odds ratio of being an elite endurance
athlete for Pro/Pro individuals was 1.77 (95% CI: 1.18-2.67, p=0.006) compared to
Ser carriers. A specific HIF1A haplotype (15% frequency) including the Pro allele
and the minor A allele of rs17099207 showed an even stronger association: OR 2.37
(95% CI: 1.21-4.66, p=0.012). This suggests the Pro582 allele may support the
prolonged, adaptive hypoxic responses required for elite endurance performance —
possibly through more efficient erythropoiesis, enhanced capillary density, or
optimized mitochondrial function in response to training.
The Evidence — Injury Risk
In a surprising twist, the same Pro/Pro genotype that confers endurance advantages
appears to increase injury vulnerability. A six-season prospective study1010 six-season prospective study
Larruskain J et al. Genetic Variants and Hamstring Injury in Soccer. Med Sci Sports
Exerc, 2018 of 107 elite male soccer
players found that CC (Pro/Pro) individuals had a hazard ratio of 2.08 (95% CI:
1.00-4.29) for hamstring injuries compared to CT heterozygotes. The mechanism is
unclear but may involve altered tissue remodeling or vascular response to
mechanical loading. HIF-1α is induced by mechanical stress and plays a role in
matrix remodeling and myogenesis1111 matrix remodeling and myogenesis
Collagen synthesis, extracellular matrix
reorganization, and satellite cell activation during muscle repair. If the
Pro/Pro variant modulates these repair processes differently, it could affect
tissue resilience under the repeated eccentric loads of sprint-heavy sports like
soccer. This doesn't diminish the endurance benefits, but it suggests Pro/Pro
athletes in explosive sports may need more attention to injury prevention.
Gene-Gene Interactions
HIF1A doesn't act alone. A 2009 study1212 2009 study
Ahmetov II et al. Is the interaction
between HIF1A P582S and ACTN3 R577X determinant for power/sprint performance? Eur
J Appl Physiol, 2009 examined the
interaction between HIF1A Pro582Ser and ACTN3 R577X in Russian athletes. The
combination of HIF1A Pro/Pro + ACTN3 R/R yielded an odds ratio of 2.25 for being a
sprinter, significantly higher than either variant alone. This makes biological
sense: ACTN3 determines fast-twitch fiber presence while HIF1A controls the
metabolic and vascular environment those fibers operate in. For sport genetics,
this is a reminder that single variants tell part of the story; interactions
matter.
Other HIF1A polymorphisms are also worth noting. The rs2057482 variant1313 rs2057482 variant
Located
in the 3' untranslated region, possibly affecting microRNA binding and mRNA
stability has been associated with cancer risk and cardiovascular disease in
some populations. The rs17099207 SNP forms a haplotype with Pro582Ser that shows
stronger endurance associations than either variant individually.
Practical Actions — Training and Adaptation
The Pro/Pro genotype suggests a robust hypoxic response system. These individuals
may benefit more from altitude training camps or simulated altitude methods1414 simulated altitude methods
Sleep-high-train-low protocols, hypoxic tents, or intermittent hypoxic
exposure. However, the evidence for hypoxia training benefits is strongest when
combined with adequate iron status. HIF-1α activation stimulates EPO, which drives
erythropoiesis — but without sufficient iron, ferritin stores1515 ferritin stores
The storage form
of iron; levels <30 µg/L in athletes may limit training adaptations deplete
rapidly and the adaptive response stalls. Studies show1616 Studies show
Iron-deficient athletes
at altitude fail to increase hemoglobin and miss performance
gains
that iron insufficiency blunts the erythropoietic response to altitude.
Dietary nitrate supplementation1717 Dietary nitrate supplementation
Found in beetroot juice, arugula, spinach;
converted to nitric oxide particularly under hypoxic/acidic
conditions — via beetroot juice or leafy greens — may complement HIF-mediated
adaptations by enhancing nitric oxide availability1818 nitric oxide availability
Improves blood flow,
mitochondrial efficiency, and muscle contractility during hypoxia. While
meta-analyses1919 meta-analyses
Ergogenic effect mainly in recreationally active individuals, not
elite athletes show modest or no
benefit in already-elite athletes, recreational and sub-elite athletes may see
improvements in time-to-exhaustion and high-intensity performance.
For Pro/Pro athletes in explosive sports (soccer, rugby, basketball), the hamstring
injury data warrants attention to eccentric loading protocols2020 eccentric loading protocols
Gradual
introduction of high-force lengthening contractions with adequate
recovery, adequate recovery, and possibly proactive hamstring strengthening
(Nordic curls, Romanian deadlifts). The injury mechanism is speculative but
suggests these athletes might need longer adaptation periods when increasing
sprint or plyometric volume.
Practical Actions — Beyond Sports
HIF1A variants have been studied beyond athletics. The Pro582Ser polymorphism has
been associated with cancer susceptibility2121 cancer susceptibility
Meta-analyses show population-specific
effects, higher risk in Asians, lower risk in Caucasians for certain
cancers in meta-analyses, though
results are inconsistent and population-dependent. A 2014 meta-analysis of 49
studies found associations with digestive tract cancers, particularly in Asian
populations. It's also been linked to diabetic retinopathy2222 diabetic retinopathy
Possibly through
dysregulated angiogenesis and inflammatory markers in the
retina in patients with type 2
diabetes. These associations don't imply causality and shouldn't trigger alarm, but
they do highlight HIF-1α's role in processes beyond oxygen sensing — including
tumor angiogenesis and chronic disease progression.
Interactions
The HIF1A Pro582Ser variant interacts with ACTN3 R577X (rs1815739) to influence sprint and power performance. Individuals with both HIF1A Pro/Pro and ACTN3 R/R show significantly higher odds of being elite sprinters than those with either genotype alone (OR 2.25). This represents a gene-gene interaction where the metabolic and vascular advantages of Pro/Pro combine with the fast-twitch muscle advantage of ACTN3 R/R. Such interactions are important in sports genetics and suggest that for athletes, the HIF1A genotype should be interpreted alongside muscle fiber type genetics.
The rs17099207 SNP forms a haplotype with Pro582Ser that amplifies the endurance association. The HIF1A rs2057482 variant has been linked to cardiovascular disease risk and may interact with Pro582Ser in determining overall cardiovascular adaptation capacity, though direct interaction studies are lacking.
rs1426654
SLC24A5 Ala111Thr
- Chromosome
- 15
- Risk allele
- A
Genotypes
Dark Skin Variant — Ancestral variant with normal melanin production and darker skin pigmentation
Intermediate Skin Variant — Mixed variant with moderate melanin production and intermediate skin pigmentation
Light Skin Variant — Derived variant with reduced melanin production and lighter skin pigmentation
The Gene That Lightened European Skin
A single letter change in the SLC24A5 gene — replacing alanine with threonine at
position 111 of the protein — is the largest known contributor to lighter skin
pigmentation in humans11 the largest known contributor to lighter skin
pigmentation in humans
Lamason RL et al. SLC24A5, a putative cation exchanger,
affects pigmentation in zebrafish and humans. Science. 2005.
This variant alone explains 25-38% of the difference in skin melanin between people
of European and West African ancestry, making it one of the most impactful genetic
variants for any visible human trait.
SLC24A5 encodes a potassium-dependent sodium-calcium exchanger22 potassium-dependent sodium-calcium exchanger
NCKX5, a member
of the solute carrier family that transports ions across cell membranes
located on the membrane of melanosomes — the specialized compartments within skin
cells where melanin is synthesized and stored. The ancestral alanine variant allows
normal calcium exchange and melanin production, while the derived threonine variant
reduces calcium-exchange activity, disrupting the pH balance needed for proper
melanin synthesis.
The Mechanism
Melanin production requires a carefully orchestrated sequence of enzymatic reactions
inside melanosomes. The key enzyme, tyrosinase, must undergo proper maturation in the
trans-Golgi network33 trans-Golgi network
a cellular sorting station that processes and packages proteins
before being transported to melanosomes. This maturation process is exquisitely
sensitive to pH and calcium levels.
SLC24A5 normally transports calcium out of the trans-Golgi network in exchange for
sodium and potassium. When the Ala111Thr variant reduces this calcium-exchange
activity, the altered calcium concentration acidifies the trans-Golgi network44 the altered calcium concentration acidifies the trans-Golgi network
Quillen EE & Shriver MD. Unpacking human skin pigmentation. Cell. 2011,
impairing tyrosinase maturation and decreasing its catalytic efficiency. The result:
melanocytes produce substantially less melanin even when all the enzymatic machinery
is present and functional.
Studies using zebrafish carrying the equivalent variant demonstrate this clearly — the fish develop a characteristic "golden" phenotype with dramatically reduced melanin, and the same molecular mechanism operates in human skin cells.
The Evidence
The Ala111Thr variant (rs1426654, nucleotide change G→A) is nearly fixed in European
populations at 98.7-100% frequency55 nearly fixed in European
populations at 98.7-100% frequency
Crawford NG et al. Loci associated with skin
pigmentation identified in African populations. Science. 2017,
while the ancestral alanine form predominates at 93-100% in Sub-Saharan African, East
Asian, and Indigenous American populations. This dramatic frequency difference makes
rs1426654 one of the most powerful ancestry-informative markers66 ancestry-informative markers
genetic variants
that differ substantially in frequency across continental populations
in the human genome.
South Asian populations show intermediate frequencies77 South Asian populations show intermediate frequencies
Mallick CB et al. The light
skin allele of SLC24A5 in South Asians and Europeans shares identity by descent. PLoS
Genet. 2013 (averaging 53%, ranging from
3% to 100% across the subcontinent), and genetic dating analyses indicate the light-skin
allele in Europeans and South Asians shares a common origin through identity by descent,
with coalescence estimated at 22,000-28,000 years ago. The variant shows one of the
strongest genomic signatures of positive selection in Europeans, consistent with rapid
adaptation after ancestral populations migrated to high-latitude environments with
reduced UV radiation.
In a quantitative skin pigmentation study of 1,228 South Indians, rs1426654 genotype
alone explained 27% of the total variation in melanin index88 rs1426654 genotype
alone explained 27% of the total variation in melanin index
with a likelihood ratio
test showing p = 2.4×10⁻³¹ and odds ratio of 26.2 for the lighter-skin allele.
Among Brazilian melanoma patients and controls, the AA genotype conferred a 7-fold
increased melanoma risk99 the AA genotype conferred a 7-fold
increased melanoma risk
Guimarães-Bastos D et al. Skin pigmentation polymorphisms
associated with increased risk of melanoma. BMC Cancer. 2020
(OR = 7.13, 95% CI: 1.87-27.11, p < 0.01) compared to GG, consistent with the
established relationship between lighter skin and UV-induced DNA damage.
Practical Actions
Your genotype at this variant determines your baseline skin pigmentation capacity, which has direct implications for UV sensitivity, vitamin D synthesis, and skin cancer risk. The genetic mechanism is clear and the effect size is large — this isn't a subtle statistical association but a fundamental determinant of how your skin responds to sunlight.
For AA genotypes (light skin variant): Your reduced melanin production means less natural UV protection. You sunburn more easily, accumulate UV-induced DNA damage more rapidly, and face elevated melanoma and non-melanoma skin cancer risk. However, your skin synthesizes vitamin D more efficiently at low UV levels, which was adaptive for ancestral populations at northern latitudes but creates a tradeoff in modern sun-exposure patterns. Rigorous sun protection is essential — broad-spectrum sunscreen (SPF 30-50), protective clothing, and UV-avoidance during peak hours. Monitor for suspicious skin changes and establish regular dermatological surveillance, especially if you have additional risk factors (fair hair, blue eyes, family history).
At the same time, lighter skin means you need less sun exposure to maintain vitamin D
levels1010 less sun exposure to maintain vitamin D
levels
approximately 10-15 minutes of midday sun on arms and legs, 2-3 times weekly.
At latitudes above 35°N during winter months (November-March), UVB radiation is
insufficient for vitamin D synthesis regardless of skin type1111 UVB radiation is
insufficient for vitamin D synthesis regardless of skin type
Webb AR et al. Influence
of season and latitude on cutaneous synthesis of vitamin D₃. J Clin Endocrinol Metab.
1988, making supplementation necessary to
maintain adequate circulating 25(OH)D levels.
For GG genotypes (dark skin variant): Your higher melanin content provides
substantial natural UV protection, reducing sunburn susceptibility and skin cancer
risk. However, melanin also absorbs UVB radiation before it can trigger vitamin D
synthesis — people with very dark skin may require up to 10 times longer sun exposure1212 up to 10 times longer sun exposure
to produce equivalent vitamin D levels compared to fair-skinned individuals.
At high latitudes or during winter, this can make it nearly impossible to maintain
adequate vitamin D through sun exposure alone. Year-round vitamin D supplementation
(1000-2000 IU daily, or higher if blood tests confirm deficiency) is advisable,
particularly if you live far from the equator.
For AG genotypes (intermediate): You have moderate melanin production — better UV protection than AA homozygotes but less than GG, and intermediate vitamin D synthesis efficiency. Standard sun protection practices apply (SPF 30, reapplication every 2 hours, protective measures during peak UV), and vitamin D status should be monitored through blood testing, with supplementation adjusted accordingly.
Interactions
SLC24A5 is part of a broader polygenic architecture controlling human pigmentation. While rs1426654 is the single largest contributor, it interacts with variants in other pigmentation genes to determine your overall skin, hair, and eye color phenotype.
SLC45A2 rs168919821313 SLC45A2 rs16891982
another sodium-calcium exchanger variant, p.Leu374Phe
is the second-largest contributor to European skin lightening and shows strong
epistatic interaction with SLC24A51414 shows strong
epistatic interaction with SLC24A5
individuals homozygous for derived alleles at
both loci have lighter skin than predicted from additive effects.
Similarly, TYR rs10426021515 TYR rs1042602
the gene encoding tyrosinase itself, p.Ser192Tyr
and OCA2/HERC2 rs129138321616 OCA2/HERC2 rs12913832
the master regulator of eye color
contribute additional variation, and simultaneous genotyping of rs1426654, rs16891982,
and rs1042602 has been validated for forensic pigmentation prediction1717 simultaneous genotyping of rs1426654, rs16891982,
and rs1042602 has been validated for forensic pigmentation prediction
Soejima M et al.
Simultaneous genotyping of three SNVs involved in skin pigmentation. Hum Mutat. 2025.
The combined effect of these variants determines not only baseline pigmentation but also your capacity to tan (facultative pigmentation) and how your skin ages under UV exposure. If you carry light-skin variants at multiple loci, the cumulative effect on UV sensitivity and cancer risk is greater than any single variant alone — making comprehensive sun protection even more critical.
From an evolutionary perspective, SLC24A5 illustrates how human populations balanced
competing selective pressures1818 human populations balanced
competing selective pressures
the vitamin D-folate hypothesis
during migrations out of Africa. At equatorial latitudes, dark skin protects folate
from UV-induced photolysis (critical for DNA synthesis and fetal development), while
at high latitudes, lighter skin facilitates vitamin D synthesis under low-UV conditions
(essential for calcium homeostasis and immune function). The rapid selective sweep of
rs1426654 in Europeans reflects strong positive selection for this physiological
tradeoff in novel UV environments.
rs1979277
SHMT1 C1420T
- Chromosome
- 17
- Risk allele
- T
Genotypes
Normal SHMT Activity — Standard one-carbon metabolism with typical folate distribution
Intermediate SHMT Function — One altered copy moderately affects folate metabolism efficiency
Altered SHMT Function — Two altered copies significantly shift folate metabolism patterns
SHMT1 C1420T — A Folate Metabolism Variant with Complex Health Effects
The SHMT1 gene encodes serine hydroxymethyltransferase 1, a pyridoxal phosphate (vitamin B6)-dependent enzyme11 pyridoxal phosphate (vitamin B6)-dependent enzyme
SHMT1 requires vitamin B6 as a cofactor that sits at a critical junction in one-carbon metabolism22 one-carbon metabolism
the folate cycle that provides methyl groups for DNA synthesis, repair, and methylation. SHMT1 converts serine and tetrahydrofolate into glycine and 5,10-methylenetetrahydrofolate, supplying one-carbon units for thymidylate synthesis (DNA building blocks) and methylation reactions. The C1420T variant causes a leucine-to-phenylalanine substitution at position 474 of the protein, altering its cellular localization and affecting how efficiently the enzyme channels one-carbon units through different metabolic pathways.
The Mechanism
The Leu474Phe amino acid change affects the enzyme's cellular distribution33 affects the enzyme's cellular distribution
The T allele alters SHMT1 localization within cells, reducing availability of 5,10-methylenetetrahydrofolate rather than simply destroying its activity. SHMT1 normally shuttles between the cytoplasm and nucleus during DNA replication, providing one-carbon units directly where they're needed. The 1420T variant appears to disrupt this trafficking, causing the enzyme to favor certain metabolic routes over others. Specifically, it may reduce the supply of methylenetetrahydrofolate44 reduce the supply of methylenetetrahydrofolate
substrate required by the MTHFR enzyme that converts it to methylfolate for homocysteine remethylation. This creates a metabolic bottleneck: less substrate available for MTHFR, potentially leading to elevated homocysteine if folate intake is marginal.
Intriguingly, individuals with the CC genotype have lower plasma and red blood cell folate levels55 individuals with the CC genotype have lower plasma and red blood cell folate levels
Study of neural tube defect families found significantly decreased folate in CC carriers compared to T allele carriers — the opposite of what you might expect given the T allele's functional changes. This paradox likely reflects a compensatory redistribution: the T variant shifts folate derivatives toward different storage forms or compartments rather than simply depleting them. The clinical consequences depend on which metabolic pathway matters most for a given condition.
The Evidence
The most robust data come from cancer association studies66 cancer association studies
Multiple meta-analyses with tens of thousands of participants. A meta-analysis of 7,309 lymphoma patients77 meta-analysis of 7,309 lymphoma patients
3,232 cases and 4,077 controls across eight studies found the TT genotype modestly increases non-Hodgkin lymphoma risk (OR = 1.18), with borderline significance. The association is stronger for the T allele in general (OR = 1.09, p = 0.025), suggesting a dose-dependent effect. Mechanisms likely involve impaired DNA synthesis or methylation during rapid immune cell proliferation.
Conversely, a meta-analysis of 31,405 solid tumor cases88 meta-analysis of 31,405 solid tumor cases
14,409 cases and 16,996 controls from 23 studies revealed the TT genotype protects against breast cancer in Asian populations (OR = 0.79, p = 0.003), though not in Caucasians. A similar protective effect appears for rectal cancer99 rectal cancer
Study of 476 rectal cancer patients in Hungary, where TT carriers had 43% lower risk (OR = 0.57). For acute lymphoblastic leukemia1010 acute lymphoblastic leukemia
Univariate analysis in adults, the TT genotype conferred a striking 3.3-fold risk reduction (OR = 0.31). These protective effects may arise from altered folate partitioning that reduces availability of nucleotides for rapidly dividing cancer cells.
The cardiovascular story involves gene-gene interactions1111 gene-gene interactions
SHMT1 and MTHFR polymorphisms interact to influence CVD risk. In the Nurses' Health Study, women carrying both SHMT1 TT and MTHFR 677 CT genotypes faced 4.3-fold increased cardiovascular disease risk compared to women with CC for both variants. The mechanism: reduced substrate (5,10-methylenetetrahydrofolate) from SHMT1 TT compounds the impaired enzyme activity from MTHFR 677T, creating a severe bottleneck in homocysteine remethylation. Elevated homocysteine and C-reactive protein together predict worse cardiovascular outcomes1212 Elevated homocysteine and C-reactive protein together predict worse cardiovascular outcomes
Prospective study of 291 stroke patients over 5 years, with combined high levels raising risk 4.67-fold.
Practical Implications
If you carry one or two T alleles, your folate metabolism is functional but may be less efficient at certain steps, particularly the conversion of folate intermediates into methylfolate for homocysteine metabolism. The clinical relevance depends heavily on context — your folate intake, the status of other folate-cycle genes (especially MTHFR), and which tissues are most metabolically active.
For cardiovascular protection1313 cardiovascular protection
SHMT1 interacts with MTHFR to influence heart disease risk, prioritize methylfolate over synthetic folic acid, especially if you also carry MTHFR 677T or 1298C variants. The SHMT1-MTHFR interaction can significantly elevate homocysteine, an independent risk factor for atherosclerosis. Consider periodic homocysteine testing (ideal range: <10 μmol/L) to monitor whether your folate metabolism is keeping up with demand.
The cancer associations are complex and context-dependent. The T allele may increase risk for blood cancers involving rapid immune cell division, but appears protective against some solid tumors. This isn't a call to avoid or embrace the variant — it's fixed in your DNA — but rather a reminder that optimal folate status matters. Adequate B vitamin intake supports proper DNA synthesis and repair regardless of genotype.
Interactions
SHMT1 C1420T interacts most notably with MTHFR C677T (rs1801133) and A1298C (rs1801131). When SHMT1 TT reduces the supply of 5,10-methylenetetrahydrofolate, and MTHFR 677T reduces the enzyme's ability to convert that substrate, the combined effect significantly impairs methylfolate production and homocysteine remethylation. This gene-gene interaction substantially increases cardiovascular disease risk beyond either variant alone, particularly in the context of marginal folate intake. Individuals with both SHMT1 TT and MTHFR 677 CT or TT genotypes should prioritize methylfolate supplementation and monitor homocysteine levels.
SHMT1 also functions in the same pathway as SLC19A1 G80A (RFC1, rs1051266), the main folate transporter into cells, and MTRR A66G (rs1801394), which recycles methionine synthase. Variants in these genes can compound SHMT1-related inefficiencies by further limiting folate availability or homocysteine remethylation capacity.
rs2066853
AHR Arg554Lys
- Chromosome
- 7
- Risk allele
- A
Genotypes
Standard AHR Signaling — Normal AHR transactivation domain — standard receptor function
Altered AHR Signaling — One copy of the Lys554 variant — subtly altered AHR signaling
Altered AHR Signaling (Homozygous) — Two copies of the Lys554 variant — altered AHR transactivation domain
AHR Arg554Lys — The Receptor That Links Pollutants, Coffee, and Your Clock
The aryl hydrocarbon receptor (AHR) is a
ligand-activated transcription factor11 ligand-activated transcription factor
A protein that sits inactive in the cytoplasm until it binds a chemical signal, then travels to the nucleus and switches on target genes
best known for its role in detoxifying environmental pollutants such as dioxins
and polycyclic aromatic hydrocarbons. But AHR wears many hats: it regulates
immune function, gut barrier integrity, and -- critically for this category --
it controls the expression of CYP1A2, the primary liver enzyme responsible for
metabolizing caffeine. AHR also directly interacts with the core circadian
clock machinery, creating a molecular bridge between environmental chemical
exposure, caffeine sensitivity, and sleep-wake regulation.
The rs2066853 variant causes an arginine-to-lysine substitution at position 554 (Arg554Lys, also called R554K) in the transactivation domain of AHR. This domain is where AHR recruits the transcriptional machinery to switch on its target genes, making it a functionally significant location for a coding change.
The Mechanism
AHR resides in the cytoplasm bound to
chaperone proteins22 chaperone proteins
HSP90 and XAP2, which keep AHR inactive and properly folded until a ligand arrives.
When a ligand binds -- whether a pollutant like dioxin, a dietary compound
from cruciferous vegetables, or a tryptophan metabolite -- AHR sheds its
chaperones, partners with
ARNT33 ARNT
Aryl hydrocarbon receptor nuclear translocator, also known as HIF-1-beta,
and translocates to the nucleus. There, the AHR/ARNT heterodimer binds to
xenobiotic response elements (XREs)44 xenobiotic response elements (XREs)
DNA sequences in the promoters of AHR target genes, with the core motif 5'-TNGCGTG-3'
in the promoters of target genes including CYP1A1 and CYP1A2. The CYP1A2
promoter region alone contains at least 15 AHR response elements, explaining
AHR's powerful regulatory control over caffeine metabolism.
The R554K substitution falls in the
acidic subdomain of the transactivation domain55 acidic subdomain of the transactivation domain
This region recruits general transcription factors like TATA-binding protein (TBP) to initiate gene transcription.
An
in silico analysis66 in silico analysis
Ghisari M et al. An in silico approach to investigate the source of the controversial interpretations about the phenotypic results of the human AhR-gene G1661A polymorphism. Environ Int, 2016
found that the Lys554 variant alters protein stability, creates new potential
ubiquitination and acetylation sites at nearby residues, and changes the
hydropathy pattern at the TBP binding interface. However, the functional
consequence is nuanced: an earlier
in vitro study by Wong et al.77 in vitro study by Wong et al.
Wong JMY et al. Ethnic variability in the allelic distribution of human aryl hydrocarbon receptor codon 554 and assessment of variant receptor function in vitro. Pharmacogenetics, 2001
found equivalent ligand binding and CYP1A1 induction between the two
variants. The authors of the in silico study suggest that the inherent
flexibility of the modular transactivation domain may moderate the SNP's
effects in a tissue- and context-dependent manner, potentially explaining
why some studies report altered signaling while others do not.
The Evidence
Caffeine consumption. The landmark
GWAS meta-analysis by Cornelis et al.88 GWAS meta-analysis by Cornelis et al.
Cornelis MC et al. Genome-wide meta-analysis identifies regions on 7p21 (AHR) and 15q24 (CYP1A2) as determinants of habitual caffeine consumption. PLoS Genet, 2011
studied 47,341 individuals of European descent and identified the AHR locus
on 7p21 as one of only two genome-wide significant determinants of habitual
caffeine intake (P = 2.4 x 10-19 for the lead SNP rs4410790). While
rs2066853 itself reached P = 0.0004 in this study, the strongest signal
mapped upstream of AHR, suggesting that variation in AHR expression level
may have a greater impact on caffeine consumption than the coding change
alone. The biological logic is clear: AHR controls CYP1A2 expression, and
CYP1A2 accounts for approximately 95% of caffeine clearance.
Circadian clock interactions. AHR and the circadian clock share a common
structural foundation: both use
PAS domains99 PAS domains
Per-Arnt-Sim domains, named after the Drosophila period gene, the AHR nuclear translocator, and the single-minded gene
for protein-protein interactions. When activated, AHR competes with CLOCK
for binding to BMAL1 -- the obligate partner of CLOCK in driving circadian
gene transcription. The resulting AHR/BMAL1 heterodimer
represses Per1 transcription1010 represses Per1 transcription
Jaeger C & Tischkau SA. Disruption of CLOCK-BMAL1 transcriptional activity is responsible for aryl hydrocarbon receptor-mediated regulation of Period1 gene. Toxicol Sci, 2010
and dampens circadian rhythm amplitude. A
comprehensive review1111 comprehensive review
Tischkau SA. Mechanisms of circadian clock interactions with aryl hydrocarbon receptor signalling. Eur J Neurosci, 2019
documents that AHR activation alters rhythms of feeding, activity, and the
hormones melatonin, prolactin, and corticosterone. AHR itself shows
rhythmic expression governed by CLOCK/BMAL1 through E-box elements in
the AHR promoter, creating a bidirectional regulatory loop.
Disease associations. A
meta-analysis of 17 studies1212 meta-analysis of 17 studies
Li H et al. Lack of association between multiple polymorphisms in aryl hydrocarbon receptor gene and cancer susceptibility. Environ Health Prev Med, 2020
encompassing 9,557 cases and 10,038 controls found no overall association
between rs2066853 and cancer risk (pooled OR 1.008, 95% CI 0.898-1.131).
Individual studies have reported associations with acromegaly (OR ~5 for AA
vs GG in Italian patients), coronary artery disease (protective effect of
A allele in Chinese, AOR 0.79), and COPD, but these have not been
consistently replicated across populations.
Practical Implications
The primary relevance of this variant lies at the intersection of caffeine metabolism and circadian timing. AHR controls CYP1A2 expression, which determines how quickly your body clears caffeine. Individuals whose AHR signaling is altered may experience different patterns of CYP1A2 inducibility -- how readily the enzyme ramps up in response to regular caffeine exposure. Since caffeine has a half-life of 3-7 hours depending on CYP1A2 activity, even modest shifts in inducibility can meaningfully affect sleep quality when coffee is consumed in the afternoon or evening.
The AHR-BMAL1 competition adds another layer: activated AHR dampens circadian rhythm amplitude, which can manifest as weaker sleep-wake contrast, less robust melatonin rhythms, and greater vulnerability to circadian disruption from shift work, jet lag, or irregular schedules. For A allele carriers with potentially altered AHR signaling, paying attention to both caffeine timing and circadian hygiene becomes more important.
Interactions
The most direct interaction is with rs762551 (CYP1A2 *1F). AHR regulates CYP1A2 transcription, so the combination of AHR genotype and CYP1A2 genotype together determines the full picture of caffeine metabolism capacity. Someone with altered AHR signaling (rs2066853 A allele) and the slow-metabolizer CYP1A2 genotype (rs762551 CC) may experience compounded effects on caffeine clearance. The Cornelis et al. GWAS identified both loci as independent genome-wide significant determinants of caffeine consumption, supporting a two-gene model for caffeine metabolism variation.
The interaction with CLOCK (rs1801260) is mechanistic rather than statistical: AHR competes with CLOCK for BMAL1 binding, so AHR activation status directly modulates CLOCK/BMAL1 transcriptional output. This means AHR genotype could theoretically modify the phenotypic impact of CLOCK variants on chronotype, though this specific gene-gene interaction has not been tested in human studies.
rs2228570
VDR FokI C>T
- Chromosome
- 12
- Risk allele
- A
Genotypes
More Active Receptor — More active vitamin D receptor — optimal vitamin D signaling
Intermediate Receptor — Intermediate vitamin D receptor activity — one active and one less active copy
Less Active Receptor — Less active vitamin D receptor — reduced signaling efficiency
VDR FokI — The Vitamin D Receptor Activity Switch
The vitamin D receptor11 vitamin D receptor
A nuclear receptor protein that binds active vitamin D (calcitriol) and directly regulates the expression of hundreds of genes throughout the body (VDR) is
the master mediator of vitamin D's effects in nearly every tissue — from bones and
intestines to immune cells and the brain. The FokI variant (rs2228570) is unique
among VDR polymorphisms because it actually changes the protein structure, not just
expression levels. A single nucleotide change at the translation start codon
determines whether your cells produce a shorter, more transcriptionally active
receptor or a longer, less active one. This makes FokI the only VDR variant with a
clear, direct functional mechanism.
The Mechanism
The FokI polymorphism sits at the first of two potential translation initiation codons22 translation initiation codons
ATG sequences where the ribosome can begin building the protein; the first ATG produces a 427-amino-acid protein, while the second produces a 424-amino-acid version
(ATG) in the VDR gene. When the G allele is present (on the plus strand; C on
the coding strand), the first ATG is abolished, forcing translation to begin at
the second ATG three codons downstream. This produces a VDR protein that is
three amino acids shorter (424 vs 427 amino acids). The shorter protein, designated
"F" in the classical nomenclature, binds more efficiently to transcription factor IIB33 transcription factor IIB
TFIIB: a general transcription factor that helps position RNA polymerase II at gene promoters; tighter VDR-TFIIB binding means more efficient gene activation
(TFIIB), resulting in approximately 1.7-fold greater transcriptional activity44 1.7-fold greater transcriptional activity
Arai H et al. A vitamin D receptor gene polymorphism in the translation initiation codon. J Bone Miner Res, 1997
compared to the longer "f" form.
Crucially, FokI is independent of the other well-known VDR polymorphisms (BsmI,
ApaI, TaqI), which are clustered in the 3' end of the gene and are in strong
linkage disequilibrium55 linkage disequilibrium
LD: the tendency of nearby genetic variants to be inherited together; FokI shows no meaningful LD with BsmI/ApaI/TaqI because it sits far away in exon 2
with each other. FokI, located in exon 2, segregates independently — so your FokI
genotype tells you something that your BsmI genotype cannot.
The Evidence
The functional significance of FokI was established by
Arai et al.66 Arai et al.
Arai H et al. A vitamin D receptor gene polymorphism in the translation initiation codon: effect on protein activity. Biochem Biophys Res Commun, 1997
who demonstrated in cell-based assays that the shorter VDR protein (F/G allele)
drives significantly stronger transcriptional activation of vitamin D target genes.
This finding has been replicated in immune cells, where the F allele shows stronger
induction of VDR-dependent antimicrobial peptides.
A meta-analysis of VDR polymorphisms and osteoporosis77 meta-analysis of VDR polymorphisms and osteoporosis
Zhao L et al. VDR polymorphisms and postmenopausal osteoporosis, 2018
found the FokI variant associated with osteoporosis risk (OR 1.19 overall), with
stronger effects in Asian populations. Individuals with the less active receptor
(AA genotype) showed reduced calcium absorption and lower bone mineral density
in multiple studies.
FokI has been extensively studied in immune function. A
meta-analysis of tuberculosis susceptibility88 meta-analysis of tuberculosis susceptibility
Selvaraj P et al. FokI VDR and tuberculosis, 2021
found the ff genotype (AA on 23andMe) associated with increased TB risk (OR 1.36,
95% CI 1.11-1.66), particularly in Asian populations (OR 2.0). The mechanism is
straightforward: vitamin D activates monocytes and stimulates antimicrobial
peptide production through VDR, and the less active receptor blunts this response.
Cancer associations have also been documented. An updated meta-analysis of 39 studies99 updated meta-analysis of 39 studies
Xu G et al. VDR FokI and colorectal cancer, 2018
found a borderline association between FokI and colorectal cancer risk, while
breast cancer meta-analyses showed the ff genotype associated with approximately
14% increased risk. Vitamin D's anti-proliferative effects are mediated through
VDR, so reduced receptor activity could weaken this protective mechanism.
A systematic review of vitamin D supplementation response1010 systematic review of vitamin D supplementation response
Jolliffe DA et al. VDR polymorphisms and vitamin D supplementation response, 2022
found that FokI genotype modifies the response to vitamin D supplementation, with
FF carriers (GG on 23andMe) showing better clinical responses to supplementation.
Practical Implications
If you carry one or two copies of the A allele, your vitamin D receptor is less transcriptionally active. This does not mean vitamin D is ineffective for you — it means you may need to maintain higher circulating vitamin D levels to achieve the same downstream biological effects. The key actions are:
Maintain optimal vitamin D status through regular testing. Aim for 25(OH)D levels of 40-50 ng/mL rather than settling for the minimum 30 ng/mL, especially if you carry two A alleles. Use vitamin D3 (cholecalciferol), taken with a fat-containing meal for optimal absorption. Ensure adequate calcium intake, since reduced VDR activity impairs intestinal calcium absorption.
Pay attention to immune health. The reduced receptor activity may mean you benefit more from maintaining robust vitamin D levels during winter months and illness seasons, when immune demands on the vitamin D system are highest.
Interactions
FokI interacts with VDR BsmI (rs1544410) and CYP2R1 (rs10741657). While FokI is genetically independent of BsmI (no linkage disequilibrium), their effects on vitamin D signaling can compound. If you carry FokI A alleles (less active receptor) AND BsmI T alleles (reduced receptor expression), you face a "double hit" — fewer receptors AND less active ones. Similarly, carrying CYP2R1 risk alleles (reduced vitamin D activation) on top of FokI A alleles means less active vitamin D reaching a less responsive receptor. In such combined scenarios, aggressive vitamin D optimization (higher target levels, consistent supplementation, regular monitoring) becomes particularly important.
rs28371725
CYP2D6 *41
- Chromosome
- 22
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal CYP2D6 enzyme activity
Intermediate Metabolizer — Moderately reduced CYP2D6 enzyme activity
Intermediate Metabolizer — Significantly reduced CYP2D6 enzyme activity
CYP2D6*41 — One of the Most Common Intermediate Metabolizer Alleles
The CYP2D6 enzyme metabolizes approximately 25% of all prescribed drugs, including pain medications, antidepressants, antipsychotics, and some cardiovascular drugs.
CYP2D6 is involved in the metabolism of a wide range of medications including drugs for pain management, cancer, mental health disorders, some cardiovascular symptoms . The CYP2D6*41 allele is defined by an intronic variant (2988G>A, also known as c.985+39G>A) that disrupts normal splicing patterns, resulting in increased levels of a nonfunctional splice variant lacking exon 6 and up to 2.9-fold less functional transcript .
CYP2D6*41 has allele frequencies of 4% to 11.5% among individuals of African ancestry, 2% to 12% in Asian populations, and approximately 9% in Europeans .
The allele is particularly prevalent in Arabian Peninsula countries, with frequencies reaching 18.4% in Saudi Arabia and 15.2% in the United Arab Emirates . This makes *41 one of the most common decreased-function CYP2D6 alleles worldwide, contributing to the intermediate metabolizer phenotype in approximately 10-15% of Caucasians 11 carriers typically have one *41 allele paired with a normal-function allele.
The Mechanism
The 2988G>A variant sits in intron 6, 39 base pairs downstream from exon 6.
This intronic change is associated with increased levels of a nonfunctional splice variant lacking exon 6 . The aberrant splicing shifts the balance of transcripts away from the functional full-length mRNA toward a version that cannot produce active enzyme. Studies have shown that
*41 carriers have up to 7.3-fold increased levels of the splice variant and up to 2.9-fold less functional transcript .
Research initially attributed the reduced function of *41 to the R296C amino acid change (which defines the *2 allele that often co-occurs with the intronic variant), but subsequent work demonstrated that rs16947 (R296C) in CYP2D6*2, rather than rs28371725 in CYP2D6*41, reduces CYP2D6 activity via increased non-productive splicing . However, when both variants occur together on the *41 haplotype, the combined effect produces consistent intermediate metabolizer status.
The Evidence
The CPIC guideline assigns the *41 allele an activity score of 0.5, classifying individuals with one *41 allele paired with a normal-function allele as intermediate metabolizers (activity score 1.0) 22 and homozygous *41/*41 individuals as intermediate metabolizers (activity score 1.0). However, real-world pharmacokinetic data reveals important nuances.
CYP2D6*41/*41 carriers exhibit consistently lower metabolism than other genotypes with a guideline score of 1, and show similar or lower metabolic ratios than CYP2D6*10/Null carriers
33 suggesting the guideline activity score of 0.5 may overestimate *41 function.
Clinical evidence from multiple substrates confirms reduced drug metabolism in *41 carriers. For codeine and tramadol, which require CYP2D6 activation to produce their active metabolites (morphine and O-desmethyltramadol), *41 carriers experience reduced analgesia 44 a 2022 pragmatic trial showed CYP2D6-guided opioid prescribing improved pain control in intermediate and poor metabolizers. Conversely, for drugs directly inactivated by CYP2D6 (paroxetine, fluvoxamine, venlafaxine), *41 carriers have higher parent drug concentrations and increased risk of side effects.
A particularly striking case report documented acute dystonic reactions to ondansetron, prochlorperazine, and metoclopramide in a family where the proband was heterozygous for *41 and her father was homozygous *41
55 illustrating that even intermediate metabolizer status can have serious clinical consequences.
Practical Implications
If you carry one or two copies of the *41 allele, your CYP2D6 enzyme activity is reduced but not absent. This has bidirectional clinical implications depending on whether the drug is a prodrug requiring activation or a parent drug requiring inactivation.
For prodrugs (codeine, tramadol, tamoxifen): *41 carriers produce less active metabolite, which can lead to treatment failure. CPIC recommends avoiding codeine and tramadol in intermediate metabolizers, or using alternative opioids not metabolized by CYP2D6 (morphine, hydromorphone, oxymorphone, fentanyl) 66 as these do not require CYP2D6 activation.
For drugs inactivated by CYP2D6 (most antidepressants, antipsychotics): *41 carriers accumulate higher drug levels. For paroxetine and fluvoxamine, CPIC recommends considering a 50% dose reduction or selecting an alternative SSRI not extensively metabolized by CYP2D6 (sertraline at standard doses, citalopram, escitalopram) 77 to minimize risk of side effects from elevated parent drug concentrations.
Drug-drug interactions are particularly important for *41 carriers. Strong CYP2D6 inhibitors (fluoxetine, paroxetine, bupropion, quinidine) can push an intermediate metabolizer into poor metabolizer territory through phenoconversion 88 causing what looks like poor metabolizer status despite having a less severe genotype.
Interactions
CYP2D6 metabolism is determined by the combination of both alleles. Individuals with *41 paired with a no-function allele (*3, *4, *5, *6) typically have activity scores of 0.5 and are classified as intermediate metabolizers, though they may function closer to poor metabolizers for some substrates. When *41 is paired with another decreased-function allele like *10, the combined reduction can significantly impair drug metabolism. Conversely, *41 paired with a gene duplication (*1xN, *2xN) can restore activity closer to normal metabolizer levels.
The *41 haplotype usually contains both rs28371725 (the splice defect) and rs16947 (R296C, defining *2). Some research suggests enhancer variants in linkage disequilibrium with these SNPs can modulate the functional impact 99 adding complexity to predicting enzyme activity from genotype alone. This complexity underscores why clinical interpretation requires assessment of the full CYP2D6 diplotype, not single SNPs in isolation.
rs4072037
MUC1
- Chromosome
- 1
- Risk allele
- A
Genotypes
Normal Protection — Enhanced gastric mucus barrier with optimal H. pylori resistance
Intermediate Susceptibility — Moderately reduced gastric mucus protection with intermediate H. pylori risk
High H. Pylori Susceptibility — Reduced gastric mucus barrier protection and increased H. pylori colonization risk
MUC1 Variant — Gastric Mucus Protection and H. Pylori Susceptibility
The MUC1 gene encodes mucin-1, a membrane-bound glycoprotein11 membrane-bound glycoprotein
MUC1 is a large transmembrane mucin that forms a protective barrier on the surface of gastric epithelial cells that plays a crucial role in protecting the gastric lining from environmental insults, particularly the bacterium Helicobacter pylori (H. pylori)22 Helicobacter pylori (H. pylori)
H. pylori is the primary bacterial cause of gastric ulcers and gastric cancer, infecting about half the world's population. The rs4072037 variant, though synonymous33 synonymous
A synonymous variant doesn't change the amino acid sequence but can affect mRNA splicing and gene expression, significantly affects how effectively this protective barrier functions by influencing alternative splicing of the MUC1 gene.
The Mechanism
The rs4072037 variant (G>A) is located in exon 2 of the MUC1 gene at chromosome 1q22. Though it doesn't change the encoded amino acid (making it synonymous), the A variant disrupts normal splicing patterns, leading to production of a 27-nucleotide shorter transcript44 27-nucleotide shorter transcript
The A allele introduces an alternative splice site that removes 27 nucleotides from the mature mRNA. This altered MUC1 protein has reduced ability to block H. pylori adhesion to gastric mucosa. The protective G allele maintains normal MUC1 structure, which more effectively blocks H. pylori adhesin binding55 blocks H. pylori adhesin binding
MUC1 blocks both BabA (blood group antigen-binding adhesin) and SabA (sialic acid-binding adhesin) of H. pylori, limiting bacterial colonization.
The Evidence
Multiple meta-analyses66 Multiple meta-analyses
Liu et al. Meta-analysis of 9 studies with 10,410 cases and 11,437 controls have established that the G allele provides significant protection against gastric cancer, with an odds ratio of 0.70 (95% CI: 0.64-0.76). This protective effect is particularly strong in Asian populations, where the association reaches genome-wide significance. A recent Iranian study77 recent Iranian study
Shekarriz et al. Case-control study of 99 gastric cancer patients and 98 controls found that individuals with GA or GG genotypes who are H. pylori-positive show significantly increased gastric cancer susceptibility (OR=0.251), demonstrating a critical gene-environment interaction.
The AA genotype is associated with 2.2-fold increased gastric cancer risk88 2.2-fold increased gastric cancer risk
Jia et al. Polish gastric cancer study compared to GG, and the effect is most pronounced for diffuse-type gastric cancer99 diffuse-type gastric cancer
Diffuse gastric cancer is a more aggressive subtype with worse prognosis. Studies across multiple ethnic groups consistently show this pattern, though the effect size is larger in Asian populations (where gastric cancer and H. pylori rates are higher) than in Caucasians.
Practical Implications
If you carry one or two copies of the A allele, your gastric mucus barrier may be less effective at preventing H. pylori colonization. This doesn't mean you'll definitely develop problems, but it suggests increased vigilance around gastric health, particularly if you're in a region with high H. pylori prevalence. Consider testing for H. pylori infection if you experience persistent digestive symptoms, as early treatment can prevent progression to more serious conditions.
The protective G allele is relatively common globally (37-40% frequency), meaning that a substantial portion of the population benefits from enhanced natural defense against H. pylori. Those with GG genotype have the strongest protective effect, but even GA carriers show intermediate protection compared to AA individuals.
Interactions
The rs4072037 variant's effect is most pronounced in the presence of H. pylori infection, demonstrating a critical gene-environment interaction. The variant also exists in linkage disequilibrium1010 linkage disequilibrium
Linkage disequilibrium means these variants are often inherited together as a block with other MUC1 variants including rs2070803 and rs2075570, which also affect gastric cancer risk. The combined effect of multiple MUC1 variants may further modulate gastric mucosal protection, though individual risk from rs4072037 is well-established independent of other variants.
rs41423247
NR3C1 BclI
- Chromosome
- 5
- Risk allele
- G
Genotypes
Standard Sensitivity — Normal glucocorticoid receptor sensitivity
Moderately Increased Sensitivity — Moderately enhanced cortisol sensitivity with intermediate stress vulnerability
High Sensitivity — Markedly enhanced cortisol sensitivity with increased stress vulnerability
The Glucocorticoid Receptor's Sensitivity Switch
The NR3C1 gene encodes the glucocorticoid receptor, your body's primary sensor for cortisol—the stress hormone. When life throws challenges your way, your hypothalamic-pituitary-adrenal axis11 hypothalamic-pituitary-adrenal axis
The HPA axis is your body's central stress response system, triggering cortisol release from the adrenal glands springs into action, releasing cortisol to help you cope. The BclI polymorphism, a C-to-G change 646 nucleotides downstream from exon 2, acts as a sensitivity dial for how strongly your cells respond to this cortisol signal.
The Mechanism
This intronic variant creates a BclI restriction site through a C-to-G substitution , altering the secondary structure of glucocorticoid receptor mRNA. Though it doesn't change the protein's amino acid sequence, the G allele is associated with increased glucocorticoid sensitivity in vitro, with GG carriers showing lower methylprednisolone IC50 values compared to those with C alleles. This enhanced sensitivity means GG carriers' cells respond more vigorously to the same amount of cortisol, amplifying the hormone's effects throughout the body.
The mechanism appears to involve both altered glucocorticoid receptor expression22 glucocorticoid receptor expression
GR expression levels determine how many cortisol binding sites are available in cells and changes in negative feedback sensitivity.
In dexamethasone suppression tests, GG carriers required lower doses to suppress cortisol (0.47 mg for CC/CG vs 0.7 mg for GG) , demonstrating heightened receptor responsiveness.
The Evidence
The BclI variant's impact on mental health has been documented across multiple large studies.
A meta-analysis of 9 studies including 1,630 depressed patients and 3,362 controls found that homozygous G carriers had increased risk for depression (OR = 0.77, 95% CI = 0.64–0.94) in Caucasian populations. The paradox—increased glucocorticoid sensitivity leading to depression—reflects the complex role of cortisol dysregulation in mood disorders.
Memory and stress intersect dramatically with this variant33 Memory and stress intersect dramatically with this variant
The relationship between stress hormones and memory is bidirectional and time-dependent.
In 841 healthy subjects, GG carriers showed enhanced emotional memory performance compared to CG and CC carriers , particularly for emotionally arousing material. However, this enhanced memory comes at a cost:
GG homozygotes had significantly more long-term traumatic memories from intensive care at 6 months post-cardiac surgery , and anxiety was more common as a traumatic memory in GG carriers (57% vs 35%), with higher PTSD symptom scores .
The variant's effects extend beyond mental health.
G allele carriers show higher blood pressure, insulin, and glucose levels in obese subjects , connecting glucocorticoid sensitivity to metabolic syndrome.
Lower BclI polymorphism frequency, GRβ overexpression, and altered cytokine expression underlie glucocorticoid resistance in metabolic syndrome , suggesting the variant modulates multiple aspects of stress-related physiology.
In pediatric leukemia treatment,
BclI polymorphism carriers showed greater susceptibility to glucocorticoid side effects including Cushingoid changes, dyspepsia, and depression symptoms . This clinical observation reinforces the functional significance of the variant.
Practical Implications
Your BclI genotype shapes how your body and brain respond to stress at a fundamental level. GG carriers experience amplified cortisol signaling, which translates to both advantages and vulnerabilities. The enhanced emotional memory can be adaptive—helping you learn from emotionally significant experiences—but may also make you more susceptible to intrusive traumatic memories and anxiety disorders.
For mental health, this matters.
The CC BclI haplotype combined with wild-type status at other NR3C1 sites significantly aggravates trait anxiety , particularly in the context of chronic stress like asthma. Understanding your genotype can inform discussions with mental health providers about stress management approaches and potential heightened vulnerability to stress-related conditions.
Metabolically, enhanced glucocorticoid sensitivity can promote central fat deposition, insulin resistance, and elevated blood pressure—all features of metabolic syndrome. This doesn't mean GG carriers are doomed to these outcomes, but rather that stress management and metabolic health monitoring become especially important.
The variant also influences response to glucocorticoid medications.
In children with asthma, GG homozygotes showed higher improvement in lung function (24.2% vs 7.9%) after high-dose inhaled corticosteroids , suggesting genotype-guided dosing might optimize treatment while minimizing side effects.
Interactions
The BclI polymorphism operates within a network of other NR3C1 variants. The N363S polymorphism (rs6195) also increases glucocorticoid sensitivity, while ER22/23EK (rs6189/rs6190) confers relative resistance.
Combined haplotype analysis shows that AA ER22/23EK, AA N363S, and CC BclI together significantly aggravate trait anxiety , demonstrating epistatic effects across the gene.
The variant also interacts with FKBP544 FKBP5
FKBP5 encodes a cochaperone protein that modulates glucocorticoid receptor sensitivity, another key regulator of HPA axis function. While direct BclI-FKBP5 interaction studies are limited, both genes independently affect stress reactivity and mental health vulnerability, likely through overlapping pathways.
Epigenetic factors also matter.
Hypermethylation of the NR3C1 exon 1F promoter is associated with early-life adversity and increased risk for depression and anxiety . Environmental stressors can thus modify how your genetic variant expresses itself, creating gene-environment interactions that shape mental health trajectories.
For those carrying risk alleles, compound effects with early-life stress, chronic psychological stressors, or concurrent psychiatric medication use warrant consideration. The heightened glucocorticoid sensitivity means that interventions targeting stress reduction—whether through mindfulness, therapy, or lifestyle modification—may yield particularly meaningful benefits.
rs5128
APOC3 3238C>G (SstI)
- Chromosome
- 11
- Risk allele
- G
Genotypes
Normal Expression — Standard APOC3 regulation and triglyceride clearance
Moderately Elevated Expression — Moderately increased APOC3 production and triglyceride levels
Significantly Elevated Expression — Significantly increased APOC3 production and triglyceride levels
APOC3 — The Triglyceride Gatekeeper
Apolipoprotein C-III (APOC3) is one of the most powerful regulators of triglyceride metabolism in the human body. This small protein, produced primarily in the liver, acts as a brake on triglyceride clearance 11 inhibiting both lipoprotein lipase and hepatic uptake of triglyceride-rich particles. The rs5128 variant sits in the 3' untranslated region of the APOC3 gene, where it influences how much of this protein your body produces.
The scientific interest in APOC3 intensified dramatically when researchers discovered
that people born with loss-of-function mutations in this gene live longer and have
dramatically lower rates of heart disease22 loss-of-function mutations in this gene live longer and have
dramatically lower rates of heart disease
carriers show 40% reduction in coronary
heart disease and 41% reduction in ischemic vascular disease.
These individuals have lifelong low triglycerides and appear protected from
cardiovascular events. The rs5128 variant works in the opposite direction — the
G allele increases APOC3 production, raising triglycerides throughout life.
The Mechanism
rs5128 is a C-to-G transversion in the 3' untranslated region (3'UTR) of the APOC3
gene at position 3238. While this variant doesn't change the protein sequence itself,
it affects gene regulation through microRNA binding33 microRNA binding
the variant influences
binding of miR-4271, which normally suppresses APOC3 translation.
The G allele disrupts this regulatory mechanism, leading to increased APOC3 production.
APOC3 raises triglycerides through multiple mechanisms. Extracellularly, it inhibits
lipoprotein lipase44 lipoprotein lipase
the enzyme responsible for breaking down triglyceride-rich
lipoproteins in the bloodstream
and blocks the liver's uptake of remnant particles. Intracellularly, it promotes
triglyceride synthesis and assembly of VLDL particles. The result is that people
with higher APOC3 levels accumulate more triglyceride-rich lipoproteins in their
circulation.
The Evidence
A comprehensive meta-analysis of 42 studies involving 23,846 subjects55 comprehensive meta-analysis of 42 studies involving 23,846 subjects
Ding et al.
Meta-analysis of APOC3 rs5128 polymorphism and lipid levels. Lipids in Health and
Disease, 2015 found that carriers of
the G allele had significantly higher levels of APOC3 (SMD: 0.22), triglycerides
(SMD: 0.33), total cholesterol (SMD: 0.15), and LDL cholesterol (SMD: 0.11) compared
to CC homozygotes. In the meta-analysis, 74% of subjects had the CC genotype and
26% carried at least one G allele.
The relationship between rs5128 and cardiovascular disease is complex. While
common APOC3 variants including rs5128 are strongly associated with elevated
triglycerides66 common APOC3 variants including rs5128 are strongly associated with elevated
triglycerides
showing genome-wide significant associations (p < 10⁻⁴²⁴),
these common variants have not shown consistent associations with coronary artery
disease in large consortia. This contrasts sharply with rare loss-of-function
mutations, which dramatically reduce cardiovascular risk. The likely explanation
is that rs5128 produces moderate triglyceride elevation rather than the profound
reduction seen with loss-of-function mutations.
The variant shows substantial population frequency variation77 population frequency variation
G allele frequency
ranges from 5% in African populations to 32% in East Asians,
suggesting different selective pressures across ancestries. This may reflect
historical differences in dietary patterns and metabolic demands.
Practical Actions
If you carry one or two copies of the G allele, your body produces more APOC3 and clears triglycerides less efficiently. This makes dietary fat management particularly important. The effect is not deterministic — diet and lifestyle strongly modulate the impact of your genotype.
Diet matters especially for G carriers. Research from the Tehran Lipid and
Glucose Study found a significant gene-diet interaction88 significant gene-diet interaction
Western dietary pattern
increased metabolic syndrome risk in women with CC genotype, while CG/GG carriers
showed different responses. Saturated
fat intake has genotype-dependent effects on cholesterol99 genotype-dependent effects on cholesterol
saturated fat increased
total cholesterol by 13% and LDL by 20% in carriers of related APOC3 promoter
variants. Since hepatic APOC3
expression is induced by carbohydrates (especially fructose) and saturated fat,
and reduced by polyunsaturated fatty acids1010 hepatic APOC3
expression is induced by carbohydrates (especially fructose) and saturated fat,
and reduced by polyunsaturated fatty acids,
dietary composition directly affects how much APOC3 your body produces.
Omega-3 fatty acids are particularly beneficial. The American Heart Association
recommends 4 g/day of prescription omega-3s (EPA+DHA) for triglyceride reduction1111 American Heart Association
recommends 4 g/day of prescription omega-3s (EPA+DHA) for triglyceride reduction
this dose can reduce triglycerides by 20-50%.
Fish oil supplementation prevents increases in APOC3 and triglycerides in animal
models1212 prevents increases in APOC3 and triglycerides in animal
models
omega-3s attenuate both plasma APOC3 and triglyceride elevations.
For G carriers with elevated triglycerides, omega-3 supplementation addresses the
underlying mechanism.
Alcohol shows a complex interaction. Moderate alcohol consumption affects
lipids differently by genotype. CG heterozygotes benefit more from moderate alcohol
consumption than CC or GG homozygotes1313 CG heterozygotes benefit more from moderate alcohol
consumption than CC or GG homozygotes
showing greater increases in HDL-C and
ApoA-I, and lower triglycerides with alcohol.
This doesn't mean you should drink alcohol for lipid management, but it does suggest
genotype-dependent responses to lifestyle factors.
Monitor your triglycerides regularly. Standard lipid panels measure triglycerides, and G carriers should track this biomarker annually or more frequently if levels are elevated. Fasting triglycerides above 150 mg/dL warrant dietary intervention; levels above 500 mg/dL increase acute pancreatitis risk and may require medication. If you have persistently elevated triglycerides despite lifestyle modification, discuss fibrate therapy or APOC3 inhibitors with your physician.
Interactions
rs5128 is in linkage disequilibrium with other APOC3 variants including rs42251414 rs4225
another 3'UTR variant that affects miR-4271 binding,
rs2854116 and rs28541171515 rs2854116 and rs2854117
promoter variants affecting APOC3 expression through
insulin response elements, and
rs45201616 rs4520
a synonymous variant in exon 4.
These variants often co-occur and their effects may be additive.
The APOC3 gene sits in the apolipoprotein gene cluster (APOA1/C3/A4/A5) on
chromosome 11q231717 apolipoprotein gene cluster (APOA1/C3/A4/A5) on
chromosome 11q23
this cluster plays coordinated roles in lipid metabolism.
Variants in APOA5 (rs662799, rs3135506) also strongly affect triglycerides and may
compound APOC3 effects. If you carry risk alleles in both genes, triglyceride
management becomes even more critical.
APOE genotype modifies cardiovascular risk in the context of elevated triglycerides. The combination of APOC3 variants with APOE4 may amplify atherogenic risk, while APOE2 (which itself raises triglycerides through impaired remnant clearance) could compound the triglyceride elevation from APOC3 variants.
Fibrate medications work partly by activating PPAR-alpha, which reduces APOC3
expression1818 activating PPAR-alpha, which reduces APOC3
expression
accounting for the triglyceride-lowering action of fibrates.
G carriers with persistently elevated triglycerides may be particularly good
candidates for fibrate therapy, as it directly counteracts the increased APOC3
production driven by the variant.
rs16969968
CHRNA5 Asp398Asn
- Chromosome
- 15
- Risk allele
- A
Genotypes
Normal Risk — Typical nicotinic receptor function, standard smoking risk
Increased Risk — Moderately reduced nicotine aversion, elevated risk for heavy smoking
High Risk — Reduced nicotine aversion, significantly elevated risk for heavy smoking and lung cancer
The Nicotine Dependence Variant: How One Amino Acid Shapes Addiction Risk
The CHRNA5 gene encodes the alpha-5 subunit of the nicotinic acetylcholine receptor (nAChR), a critical component of the brain's response to nicotine. The rs16969968 variant11 The rs16969968 variant
This SNP is one of the most replicated genetic findings in addiction research, identified independently by multiple genome-wide association studies replaces aspartic acid with asparagine at position 398 of the alpha-5 subunit, fundamentally altering how your brain responds to nicotine. This single amino acid change has emerged as the strongest known genetic risk factor for heavy smoking and nicotine dependence.
The variant sits in the CHRNA5-CHRNA3-CHRNB4 gene cluster on chromosome 15q25, a region that has been consistently associated with smoking quantity22 consistently associated with smoking quantity
Meta-analyses report p-values as low as 5.57×10⁻⁷², making this one of the most significant genetic associations with any behavior across populations of European, Asian, African, and Latino ancestry. About 28% of Europeans carry at least one copy of the risk allele, though this frequency varies dramatically by population—only 2% of East Asians carry the A allele, while 15% of South Asians and Latinos do.
The Mechanism
The Asp398Asn substitution alters the structure of the alpha-5 subunit in a critical region called the second intracellular loop, which is highly conserved across species33 highly conserved across species
The aspartic acid at position 398 is preserved in mammals, suggesting strong evolutionary pressure to maintain this amino acid. When incorporated into α4β2α5 nicotinic receptors, the 398N (risk) variant reduces receptor function by approximately 50%44 reduces receptor function by approximately 50%
In vitro studies show the risk allele produces twofold lower maximal response to nicotinic agonists compared to the protective allele, measured by calcium influx and electrophysiological responses.
These α4β2α5 receptors are particularly abundant in the medial habenula and interpeduncular nucleus55 medial habenula and interpeduncular nucleus
These brain regions form a critical pathway that normally limits nicotine intake by generating aversive responses to high nicotine doses, structures that act as a natural brake on nicotine consumption. The reduced receptor function in risk allele carriers weakens this braking system. Behavioral studies confirm this: individuals with the AA genotype report significantly lower aversive effects from nicotine66 individuals with the AA genotype report significantly lower aversive effects from nicotine
In controlled intravenous nicotine administration, AA carriers rated nicotine as less unpleasant (P<5×10⁻⁸), with the effect most pronounced at higher doses, meaning they experience less nausea, dizziness, and discomfort that would normally discourage heavy smoking.
The Evidence
Multiple genome-wide association studies77 genome-wide association studies
The initial 2008 GWAS from three independent research groups all converged on the same chromosomal region identified rs16969968 as the most significant variant associated with smoking quantity. A 2010 meta-analysis pooling data from European populations88 meta-analysis pooling data from European populations
Analyzing over 140,000 individuals found rs16969968 with p=5.57×10⁻⁷² for cigarettes per day found that each A allele increases smoking quantity by approximately 1 cigarette per day, with an odds ratio of 1.3 for being a heavy smoker (≥20 cigarettes/day) versus a light smoker (≤10 cigarettes/day).
The effect extends across multiple populations99 multiple populations
A cross-ancestry meta-analysis found consistent OR=1.33 across European, Asian, and African populations, though effect sizes vary, though with varying effect sizes. In European Americans, each A allele confers OR=1.3 for nicotine dependence. In African Americans, where the allele is rarer (6% frequency), the effect is similar (OR=1.3) when present. Studies in Mexican populations1010 Mexican populations
Mexican cohort showed OR=3.12 for heavy smoking in AA carriers versus GG and Middle Eastern populations1111 Middle Eastern populations
Palestinian lung cancer cases showed 36.7% A allele frequency versus 17.5% in controls report even stronger associations, though these may reflect population-specific factors.
The variant also affects smoking cessation outcomes1212 smoking cessation outcomes
Meta-analyses show AA carriers have delayed time to cessation and lower success rates across multiple cessation interventions. Individuals with the AA genotype quit smoking later in life and have lower success rates with standard cessation interventions. One meta-analysis found the AA genotype is associated with a 7-year earlier lung cancer diagnosis1313 7-year earlier lung cancer diagnosis
Among lung cancer patients, AA carriers were diagnosed 7 years earlier on average (HR=0.68, p=4.9×10⁻¹⁰) in smokers who do develop lung cancer.
Beyond nicotine dependence, the variant shows a dose-dependent association with lung cancer risk1414 a dose-dependent association with lung cancer risk
Each A allele increases lung cancer risk with OR=1.3-1.6, even after adjusting for smoking quantity, with odds ratios ranging from 1.3 to 1.6 per risk allele in different studies. This association persists even after adjusting for smoking quantity, suggesting both a behavioral pathway (more smoking) and potentially a direct biological effect. The variant has also been linked to chronic obstructive pulmonary disease (COPD)1515 chronic obstructive pulmonary disease (COPD)
Mexican cohort showed OR=1.91 for COPD in A allele carriers, another smoking-related disease.
Interestingly, the same allele that increases nicotine dependence appears to be protective against cocaine dependence1616 protective against cocaine dependence
In two independent samples, the A allele showed OR=0.67 for cocaine dependence—the opposite direction from nicotine, with odds ratios in the opposite direction (OR=0.67). This paradox suggests the variant's effects are specific to nicotine rather than reflecting general addiction vulnerability.
Practical Implications
If you carry one or two copies of the A allele, understand that your brain's natural aversion to nicotine is blunted. You're genetically predisposed to find smoking less unpleasant than others, making it easier to escalate to heavy smoking and harder to quit. This is not a character flaw—it's neurobiology.
For smoking prevention, awareness matters most before starting. If you've never smoked and carry the AA genotype, you face approximately 4-fold increased risk1717 approximately 4-fold increased risk
Studies report ORs ranging from 1.9 for heterozygotes to 3.6 for AA homozygotes for developing nicotine dependence of developing severe nicotine dependence if you do start, compared to GG carriers. Even "social smoking" may escalate more quickly.
For current smokers with the risk genotype, cessation requires more intensive support. Standard approaches like nicotine replacement therapy1818 nicotine replacement therapy
Some evidence suggests NRT efficacy varies by genotype, though this remains under investigation and behavioral counseling may be insufficient. Evidence suggests varenicline (Chantix)1919 varenicline (Chantix)
Varenicline acts on α4β2 nAChRs and appears effective regardless of CHRNA5 genotype may be particularly effective for risk allele carriers because it works regardless of your CHRNA5 genotype, unlike some cessation aids whose efficacy varies by genetic background.
The lung cancer risk deserves serious attention. Even among smokers, those with the AA genotype develop lung cancer earlier2020 those with the AA genotype develop lung cancer earlier
Meta-analysis of 12,690 smokers found AA carriers diagnosed 7 years earlier on average and at younger ages. However, the same study found that quitting smoking reduces lung cancer risk equally2121 quitting smoking reduces lung cancer risk equally
Smoking cessation showed OR=0.48 for lung cancer across all genotypes across all genotypes—the protective effect of quitting does not depend on your CHRNA5 status. Quitting smoking cuts your lung cancer risk in half regardless of your genetic background.
Interactions
The CHRNA5 rs16969968 variant is in strong linkage disequilibrium with rs1051730 in the CHRNA3 gene (r²=1 in Europeans), meaning they are almost always inherited together and their effects are difficult to separate. The 15q25 region also contains CHRNB4 and several other variants (rs588765, rs578776, rs6495309) that show associations with smoking behaviors, though rs16969968 appears to be the primary functional variant based on in vitro studies and cross-population analyses.
The variant's effect on smoking behavior is modified by age of smoking initiation2222 modified by age of smoking initiation
Meta-analysis found the genetic effect is strongest in those who started smoking before age 16, with stronger genetic effects in those who start smoking during adolescence. Environmental factors like childhood adversity and peer smoking also interact with the genotype to influence dependence risk, though the specific mechanisms remain under investigation.
While rs16969968 is the strongest single genetic predictor of nicotine dependence, it explains only a small fraction of overall addiction risk. Smoking behavior is highly polygenic, with dozens of additional variants across the genome contributing smaller effects. Your genotype at this SNP should inform risk assessment and treatment planning, but it does not determine your destiny.
rs1800947
CRP +1059G>C
- Chromosome
- 1
- Risk allele
- G
Genotypes
Intermediate CRP — Moderately reduced baseline CRP with no elevated cancer risk
Higher CRP Expression — Genetically higher baseline CRP production with lower cancer risk
Lower CRP, Higher Cancer Risk — Significantly reduced baseline CRP but substantially elevated colorectal cancer risk
The Paradox of Lower Inflammation, Higher Risk
C-reactive protein (CRP) is the body's most ancient and abundant inflammatory marker, a pentameric acute-phase protein synthesized by the liver in response to IL-6 signaling11 synthesized by the liver in response to IL-6 signaling
CRP production increases 1000-fold during acute inflammation. While elevated CRP unambiguously predicts cardiovascular disease, the rs1800947 polymorphism presents a paradox: the variant that lowers your inflammatory marker may simultaneously increase your cancer risk. This SNP sits at position +1059 in exon 2 of the CRP gene on chromosome 1q23.2, creating a synonymous mutation (p.Leu184Leu) that changes the codon from CTG to CTC without altering the leucine amino acid at position 184.
The Mechanism
Despite being "silent" at the protein level, rs1800947 profoundly affects CRP expression through post-transcriptional mechanisms. Synonymous variants can alter mRNA stability, translation kinetics, and splicing efficiency22 Synonymous variants can alter mRNA stability, translation kinetics, and splicing efficiency
Codon optimality determines mRNA half-life independent of translation rate by changing codon usage patterns and local mRNA secondary structure. The CTG→CTC change at rs1800947 appears to enhance mRNA stability or translation efficiency, paradoxically increasing baseline CRP production from the reference G allele while the C allele produces less.
The direction of effect is clear and consistent: C-allele carriers show 24-38% lower plasma CRP levels33 C-allele carriers show 24-38% lower plasma CRP levels
Study in Han Chinese population (PMID 22763479) compared to GG homozygotes. In unstable angina patients, C-allele carriers had CRP levels of 2.3 mg/L versus 5.9 mg/L in GG homozygotes44 C-allele carriers had CRP levels of 2.3 mg/L versus 5.9 mg/L in GG homozygotes
105-patient cardiovascular cohort, representing a 61% reduction. This effect persists across diverse populations and clinical contexts, from healthy elderly Japanese55 healthy elderly Japanese
Arterial stiffness study (PMID 16832152) to Turkish women with hypertension66 Turkish women with hypertension
1,138-adult Turkish cohort, though effect sizes vary by ethnicity and sex.
The Evidence
The cardiovascular evidence initially appears protective. In 105 patients with unstable angina followed for 24 months, C-allele carriers experienced fewer coronary events than GG homozygotes77 C-allele carriers experienced fewer coronary events than GG homozygotes
Lower CRP correlated with better outcomes, consistent with the hypothesis that genetically lower CRP reflects reduced inflammatory burden. After coronary artery bypass surgery, C-allele carriers showed lower peak postoperative CRP levels (P=2.4×10⁻⁴)88 C-allele carriers showed lower peak postoperative CRP levels (P=2.4×10⁻⁴)
604 CABG patients study, suggesting faster resolution of surgical inflammation.
Yet the atherosclerosis data tells a more complex story. In healthy elderly Japanese, the C-allele associated with increased arterial pulse wave velocity (p=0.039)99 the C-allele associated with increased arterial pulse wave velocity (p=0.039)
Arterial stiffness marker of atherosclerosis, a marker of arterial stiffness and subclinical atherosclerosis. This finding seems paradoxical given that C-allele carriers have lower CRP — until we consider that CRP is not merely a biomarker but an active participant in vascular inflammation and atherosclerotic plaque stability.
The cancer evidence is where the paradox becomes stark. A meta-analysis of 5,601 cancer cases and 8,669 controls across 12 studies1010 meta-analysis of 5,601 cancer cases and 8,669 controls across 12 studies
Systematic review examining CRP polymorphisms and cancer risk found that the CC genotype was associated with a 4.5-fold increased risk of colorectal cancer compared to GG (OR 4.527, 95% CI 1.664-12.315, p<0.01). This association was specific to colorectal cancer and specific to CC homozygotes — heterozygotes showed no elevated risk. The mechanism remains unclear, but chronic inflammation is a well-established driver of colorectal carcinogenesis, and CRP directly binds to damaged cells and activates complement1111 CRP directly binds to damaged cells and activates complement
CRP functions in innate immunity and damaged cell clearance, playing a role in clearing premalignant cells.
Practical Implications
Your rs1800947 genotype influences your baseline CRP production capacity, with implications for both cardiovascular and cancer risk that depend critically on which genotype you carry.
If you're a GG homozygote (92% of most populations), you produce more CRP constitutively. This translates to higher baseline inflammatory markers that independently predict cardiovascular events1212 higher baseline inflammatory markers that independently predict cardiovascular events
Elevated hs-CRP predicts CVD mortality with RR 2.03, particularly when combined with obesity, metabolic syndrome, or smoking. The standard interventions apply with particular force: Mediterranean diet reduces CRP by ~1.0 mg/L1313 Mediterranean diet reduces CRP by ~1.0 mg/L
Meta-analysis of 33 RCTs, 3,476 participants, aerobic exercise lowers CRP by 0.34-0.59 mg/L1414 aerobic exercise lowers CRP by 0.34-0.59 mg/L
Systematic review of exercise interventions, and smoking cessation reduces CRP by 0.40 mg/L1515 smoking cessation reduces CRP by 0.40 mg/L
Study in cardiovascular disease patients. Weight loss produces approximately 0.13 mg/L reduction per kilogram lost.
If you're a GC heterozygote (8% of Europeans), your baseline CRP falls between the extremes. The cancer risk data show no elevation for heterozygotes, suggesting the protective cardiovascular effect of lower CRP comes without the homozygous CC cancer liability.
If you're a CC homozygote (1% of Europeans, higher in some East Asian populations), you face a complex risk profile. Your constitutively lower CRP may reduce cardiovascular inflammatory burden in the short term, but the 4.5-fold elevated colorectal cancer risk demands aggressive screening. The mechanism linking low CRP to colorectal cancer remains speculative — it may involve impaired immune surveillance of premalignant colonic epithelium, altered gut microbiome interactions, or disrupted clearance of damaged cells. Colorectal cancer screening guidelines recommend colonoscopy every 10 years starting at age 451616 Colorectal cancer screening guidelines recommend colonoscopy every 10 years starting at age 45
USPSTF recommendations for average-risk adults, but CC homozygotes should discuss earlier and more frequent screening with their physician.
Interactions
The rs1800947 variant exists in linkage disequilibrium with other CRP gene polymorphisms, particularly rs1205 (3' UTR, +1846C>T), rs1130864, rs3093059, and rs2794521. These variants together form haplotypes that determine CRP expression across a wider range than any single SNP. The CGCA haplotype (including specific alleles at these positions) associates with decreased type 2 diabetes risk1717 The CGCA haplotype (including specific alleles at these positions) associates with decreased type 2 diabetes risk
Turkish population haplotype analysis, suggesting that the rs1800947-rs1205 combination modulates not just CRP levels but downstream metabolic consequences.
The rs1800947 C-allele appears to have opposite effects in healthy populations versus severe acute illness. While it lowers baseline CRP, preliminary evidence suggests it may impair the acute-phase response capacity during sepsis or severe infection, similar to what has been documented for rs1205 TT carriers during COVID-19. If you carry the CC genotype, low CRP during acute illness should not be falsely reassuring — you may mount a blunted inflammatory response despite serious infection.
Gene-environment interactions are particularly relevant. The C-allele's CRP-lowering effect is most pronounced in populations with higher baseline inflammation due to obesity, poor diet, or chronic stress. In metabolically healthy, lean individuals, the genotype effect is modest. This suggests that rs1800947 modulates the magnitude of CRP response to inflammatory stimuli rather than setting an absolute baseline.
rs2104772
TNC
- Chromosome
- 9
- Risk allele
- T
Genotypes
Optimal Tendon Adaptation — Higher tenascin C expression with normal extracellular matrix elasticity
Intermediate Tendon Resilience — Moderately reduced tenascin C expression with slightly compromised ECM elasticity
Reduced Tendon Resilience — Significantly reduced tenascin C expression and impaired extracellular matrix elasticity
Tendon Resilience and the Extracellular Matrix Scaffold
Your tendons are more than passive cables transmitting force from muscle to bone. They're dynamic, living tissues that constantly sense mechanical stress and adapt their internal structure. At the heart of this adaptation is tenascin C11 tenascin C
a large hexameric glycoprotein that acts as a molecular shock absorber, expressed at myotendinous junctions and upregulated during tissue repair and mechanical loading. The TNC gene encodes this protein, and the rs2104772 variant determines how well your tendons can withstand the repetitive high-force contractions that define elite athletic performance.
The rs2104772 polymorphism sits in exon 17 of the TNC gene, within a fibronectin type III domain22 fibronectin type III domain
one of multiple modular protein domains that give tenascin C its characteristic elasticity. This single-nucleotide change swaps isoleucine for leucine at position 1677 of the protein. While both are hydrophobic amino acids, this substitution affects protein folding and function. Studies show the T variant associates with lower tenascin C protein content33 Studies show the T variant associates with lower tenascin C protein content
Butt et al. found reduced TNC expression in T/T carriers, which impairs molecular elasticity and compromises the extracellular matrix's ability to buffer mechanical stress.
The Mechanism
Tenascin C is a mechano-regulated protein. When you load a tendon—sprinting, jumping, cutting—mechanical stress activates the Rho/ROCK signaling cascade44 Rho/ROCK signaling cascade
a molecular pathway that translates physical force into chemical signals, upregulating TNC gene expression. The resulting tenascin C molecules assemble into hexameric structures that can stretch to several times their resting length, protecting collagen fibers from damage during high-strain events.
The rs2104772 variant disrupts this protective system. The T-to-A substitution (creating the Ile1677Leu change) sits in a functionally critical region. Carriers of the T allele produce less tenascin C protein overall, and what they do produce has reduced elasticity. This means less cushioning for the collagen scaffold during eccentric loading—the phase of muscle contraction when tendons experience peak tensile stress, like when your hamstring decelerates your leg during the late swing phase of sprinting, or when your Achilles absorbs impact during the push-off phase of running.
The functional consequences extend beyond tendon mechanics. Tenascin C regulates cell-matrix interactions and plays a central role in the muscle damage-repair cycle. A Swiss endurance training study55 A Swiss endurance training study
Valdivieso et al., PLOS One 2017 found that T/T individuals showed a 15% decrease in capillary-to-fiber ratio after six weeks of cycling training, while A-allele carriers increased capillary density as expected. The T/T genotype was also associated with 3.1-fold reduced vimentin protein after training—a marker of impaired vascular remodeling. This suggests the variant affects not just tendon structure but the broader tissue adaptation response to mechanical loading.
The Evidence
The association between rs2104772 and tendon injury is well-replicated across multiple athletic populations and injury types:
Achilles tendinopathy: A case-control study of Croatian elite athletes66 A case-control study of Croatian elite athletes
Jerić et al., Genes 2025 genotyped 63 tendinopathy cases and 92 controls. The T/T genotype was significantly overrepresented in cases (42.9% vs 22.8%, p=0.0089), with an odds ratio of 2.54 (95% CI: 1.26–5.09). Each copy of the T allele increased risk by 68% (OR=1.68, 95% CI: 1.06–2.66), while the A allele was protective (OR=0.60).
Hamstring injury in soccer: A prospective study of 107 elite male soccer players77 A prospective study of 107 elite male soccer players
Larruskain et al., Med Sci Sports Exerc 2018 tracked 129 hamstring injuries over six seasons. In a multivariable Cox model, each T allele increased hamstring injury hazard by 65% (HR=1.65, 95% CI: 1.17–2.32). The genetic model showed acceptable discrimination in the discovery phase (C-index=0.74) but failed to validate prospectively (C-index=0.52), suggesting genetic variants contribute to etiology but lack standalone predictive value.
ACL rupture (sex-specific): Whole-exome sequencing of Achilles and ACL cases88 Whole-exome sequencing of Achilles and ACL cases
Ficek et al., PLOS One 2018 found the A/A genotype significantly associated with ACL ruptures in female athletes (p=0.035, OR=2.3, 95% CI: 1.1–5.5), though this finding was not replicated in Polish Caucasian participants, suggesting population-specific effects.
Exercise-induced angiogenesis: A Swiss training study99 A Swiss training study
Valdivieso et al., PLOS One 2017 enrolled 61 untrained males for six weeks of endurance cycling. T/T homozygotes (18% of the cohort) showed impaired capillary remodeling: training decreased their capillary-to-fiber ratio by 15%, while A-allele carriers increased it as expected. The T/T genotype also blunted vimentin upregulation, a marker of vascular adaptation.
The mechanism is biologically plausible. Tenascin C is expressed in regenerating myofibers and at the myotendinous junction—the most vulnerable site for hamstring and Achilles injuries. It provides strength and elasticity to withstand mechanical forces and regulates the tissue's response to mechanical loading. Lower TNC expression reduces the extracellular matrix's shock-absorbing capacity, increasing strain on collagen fibers during high-force eccentric contractions.
Practical Actions
If you carry the T allele—especially if you're T/T—your tendons have reduced built-in protection against mechanical stress. This doesn't mean you're destined for injury, but it does mean you need to be strategic about load management, tissue quality, and recovery.
Progressive loading is non-negotiable. Tendon adaptation is slow—much slower than muscle adaptation. A muscle can gain strength in 4-6 weeks; a tendon needs 12-16 weeks to meaningfully increase stiffness and collagen cross-linking. Eccentric and heavy slow resistance protocols both work1010 Eccentric and heavy slow resistance protocols both work, but the key is gradual progression. Increase volume or intensity by no more than 10% per week. Avoid sudden spikes in training load—these are the scenarios where your reduced tenascin C expression leaves collagen fibers vulnerable.
Collagen peptide supplementation has emerging evidence. 15 grams of hydrolyzed collagen1111 15 grams of hydrolyzed collagen
containing glycine, proline, and hydroxyproline taken 60 minutes before exercise increases circulating amino acids (glycine up 376 mmol/L, proline up 162 mmol/L) and provides the building blocks for collagen synthesis. A study in female soccer players1212 A study in female soccer players
Shaw et al., Front Physiol 2023 found collagen supplementation augmented patellar tendon stiffness changes during training. Take it with 50 mg vitamin C—vitamin C acts as a cofactor1313 vitamin C acts as a cofactor
hydroxylating proline and lysine residues in the collagen synthesis pathway.
Monitor for early warning signs. Tendinopathy typically progresses through stages: reactive tendinopathy (acute overload), tendon dysrepair (failed healing), and degenerative tendinopathy (irreversible structural changes). Catch it early. If you notice morning stiffness that warms up, localized tenderness along the Achilles or hamstring tendon, or pain during loading that eases with rest, reduce training volume immediately and consult a sports physiotherapist. Progressive tendon-loading exercises1414 Progressive tendon-loading exercises are more effective than rest alone, but they need to be dosed correctly.
Prioritize recovery between high-eccentric sessions. Eccentric exercise—downhill running, plyometrics, Nordic hamstring curls, heavy negatives—causes greater muscle and tendon damage than concentric work, especially in T/T individuals. The Swiss angiogenesis study1515 Swiss angiogenesis study showed T/T carriers had impaired vascular remodeling, meaning slower nutrient delivery and waste removal. Allow 48-72 hours between high-eccentric sessions. Use isometric holds (e.g., Spanish squats for Achilles, isometric hamstring bridges) on recovery days—these build tendon tolerance without excessive strain.
Interactions
TNC rs2104772 doesn't act in isolation. The Croatian study identified a T-T-T haplotype1616 The Croatian study identified a T-T-T haplotype combining TNC rs2104772-T, COL27A1 rs946053-T, and COL5A1 rs12722-T that was significantly predisposing for tendinopathy, while the G-A-C haplotype was protective. The biological logic is clear: COL5A1 encodes type V collagen, which regulates collagen fibril assembly and diameter, while COL27A1 contributes to cartilage and tendon structure. If you carry risk alleles in multiple collagen-pathway genes, the combined effect on extracellular matrix integrity is greater than any single variant.
There's also evidence for interaction with MMP3 rs6796201717 interaction with MMP3 rs679620. MMP3 encodes matrix metalloproteinase-3, an enzyme that degrades extracellular matrix proteins during tissue remodeling. The G allele of MMP3 rs679620 and the T allele of TNC rs2104772 significantly interacted to raise Achilles tendinopathy risk (p=0.006). This makes mechanistic sense: reduced tenascin C (from TNC T/T) combined with elevated MMP3 activity (from MMP3 G/G) creates a scenario where the extracellular matrix is simultaneously less resilient and more actively degraded.
Finally, consider the hamstring injury genetic model1818 hamstring injury genetic model that included TNC rs2104772 alongside MMP3 rs679620, IL-6 rs1800795, NOS3 rs1799983, and HIF-1α rs11549465. These genes regulate inflammation (IL-6), nitric oxide signaling (NOS3), and hypoxic adaptation (HIF-1α). The multivariable model had a C-index of 0.74 in the discovery cohort, suggesting genetic variants collectively explain a meaningful fraction of hamstring injury risk. While the model didn't validate prospectively for prediction, it underscores that tendon injury is a complex trait influenced by ECM structure, inflammation, vascular health, and metabolic stress response.
rs2736100
TERT
- Chromosome
- 5
- Risk allele
- C
Genotypes
Intermediate Telomeres — One copy each of A and C alleles associated with intermediate telomere length and balanced risk profile between cancer and degenerative diseases
Shorter Telomeres — Two copies of the A allele associated with shorter telomeres, lower cancer risk, but increased susceptibility to degenerative diseases and potentially depression
Longer Telomeres — Two copies of the C allele associated with longer telomeres, increased cancer risk (especially lung, glioma, MPN), but lower risk of degenerative diseases
The Telomere-Telomerase Paradox — A Genetic Balancing Act Between Cancer and Aging
TERT (telomerase reverse transcriptase) is the catalytic subunit of telomerase, the enzyme that maintains telomere length by adding DNA repeats to chromosome ends. Telomeres shorten with each cell division11 Telomeres shorten with each cell division
protective caps on chromosomes that prevent genomic instability, and when they reach a critical length, cells enter senescence or die. The rs2736100 variant sits in intron 2 of TERT at the 5p15.33 locus, a regulatory region that influences telomerase expression and activity. This common polymorphism reveals a fundamental paradox in human biology: the C allele promotes longer telomeres and increased cancer risk, while the A allele is associated with shorter telomeres and elevated risk of degenerative diseases.
The Mechanism
Rs2736100 is located within a putative regulatory region22 putative regulatory region
based on evolutionary sequence patterns and ESPERR scores in the second intron of TERT. Though the variant itself doesn't change the protein sequence (it's intronic, not in a coding region), it appears to influence TERT gene expression levels. Studies have shown that the C allele is associated with increased TERT mRNA expression33 increased TERT mRNA expression
demonstrated in both normal and tumor lung tissues in lung epithelial cells. The variant may affect enhancer activity through allele-specific binding44 enhancer activity through allele-specific binding
the DNA sequence shows differential affinity to nuclear proteins to transcription factors, modulating how much telomerase the cell produces. Higher telomerase activity maintains longer telomeres, which can be protective against age-related cellular dysfunction but also allows cancer cells more replicative potential.
The Evidence
The dual nature of rs2736100 is best illustrated by a comprehensive meta-analysis of 57 studies55 comprehensive meta-analysis of 57 studies
encompassing cancer and non-cancer diseases published in 2018. Researchers found that the C allele was associated with increased cancer risk (pooled OR 1.16, 95% CI 1.09–1.23), while the same allele protected against non-cancerous degenerative diseases (pooled OR 0.81, 95% CI 0.65–0.99). Cancer associations are particularly strong for lung cancer, especially lung adenocarcinoma66 lung cancer, especially lung adenocarcinoma
OR 1.54 in never-smoking Asian women, higher than European populations, glioma (P = 1.50 × 10⁻¹⁷), bladder cancer, thyroid cancer, and myeloproliferative neoplasms. Conversely, the A allele (shorter telomeres) is associated with increased risk of idiopathic pulmonary fibrosis77 idiopathic pulmonary fibrosis
first disease association reported for this SNP (OR 1.82 for A allele), coronary artery disease, and other age-related conditions.
Mental Health and Telomere Biology
Recent research has uncovered connections between rs2736100 and mental health outcomes. A Ugandan study of HIV+ youth88 Ugandan study of HIV+ youth
670 participants aged 5-17 years found that the GG genotype (equivalent to CC on the plus strand) moderated the relationship between internalizing mental disorders (depression, anxiety, PTSD) and telomere length attrition over 12 months. Among individuals with the GG genotype, those with internalizing disorders showed significantly longer baseline telomeres but accelerated shortening compared to controls — suggesting the variant influences how psychological stress affects cellular aging. A Swedish population study99 Swedish population study
290 individuals with depression history, 273 controls reported that the rs2736100 minor allele (A, associated with shorter telomeres) was linked to depression diagnosis, but only among those without childhood adversity. This pattern suggests complex gene-environment interactions where the telomere-maintaining effects of different genotypes may interact with early life stress to influence mental health vulnerability.
Practical Implications
The evidence linking rs2736100 to both telomere length and disease risk is strong and replicated across multiple populations, but the clinical utility is nuanced. For CC carriers (longer telomeres), the increased cancer risk — particularly for lung adenocarcinoma, glioma, and myeloproliferative disorders — suggests heightened vigilance for early detection. However, the same genotype may offer protection against cardiovascular disease and pulmonary fibrosis. For AA carriers (shorter telomeres), the inverse applies: lower cancer risk but greater susceptibility to age-related degenerative conditions. AC heterozygotes fall in between, with intermediate telomere length and risk profiles.
From a mental health perspective, individuals carrying the A allele (especially AA homozygotes) may be at higher risk for depression, particularly in the absence of significant childhood trauma. This association appears to be mediated through telomere biology, as psychiatric disorders have been consistently linked1010 psychiatric disorders have been consistently linked
meta-analysis of 14,827 participants from 32 studies to accelerated telomere attrition. The mechanism likely involves chronic stress-related processes including inflammation, oxidative stress, and dysregulation of the hypothalamic-pituitary-adrenal axis, which cumulatively burden cells and drive telomere shortening.
Interactions
Rs2736100 is one of at least 11 SNPs that collectively influence leukocyte telomere length. It interacts most notably with variants in TERC (telomerase RNA component, rs10936599), which provides the RNA template for telomere synthesis, and variants affecting telomere stability such as OBFC1 rs9420907 and NAF1 rs7675998. A European study of myeloproliferative neoplasms1111 European study of myeloproliferative neoplasms
480 cases, 909 controls computed a "teloscore" combining these 11 SNPs and found that longer genetically determined telomeres (driven largely by rs2736100-C and OBFC1 rs9420907-C) increased MPN risk with OR 1.82 comparing highest to lowest quintile. The combined effect was greater than rs2736100 alone, suggesting additive or synergistic interactions between telomere-related variants.
For individuals with mental health concerns, the interaction between TERT rs2736100 and TERC rs16847897 warrants attention. The same Ugandan study found both SNPs moderated the depression-telomere relationship, with effects most pronounced in individuals carrying the CC genotype of TERC rs16847897 alongside specific TERT genotypes. While this interaction requires further validation in diverse populations, it suggests that telomerase genetics may partially explain individual differences in how mental health challenges affect biological aging.
rs324981
NPSR1 Asn107Ile
- Chromosome
- 7
- Risk allele
- T
Genotypes
Standard Arousal — Normal NPS receptor signaling — standard sleep drive
Enhanced Arousal — One copy of the high-activity NPS receptor — mildly enhanced wakefulness
High Arousal — Two copies of the high-activity NPS receptor — naturally shorter sleep and heightened wakefulness
NPSR1 Asn107Ile — The Wakefulness Receptor Variant
The NPSR1 gene encodes the receptor for
neuropeptide S (NPS)11 neuropeptide S (NPS)
A 20-amino-acid neuropeptide named for its N-terminal serine residue, expressed in brainstem arousal nuclei including the locus coeruleus and parabrachial area,
a powerful arousal-promoting and anxiolytic neuropeptide. NPS is one of a
handful of brain signals that simultaneously promotes wakefulness and
reduces anxiety — a combination that is pharmacologically unusual, since most
wake-promoting compounds (caffeine, amphetamines) tend to increase anxiety
rather than decrease it.
The rs324981 variant causes an asparagine-to-isoleucine substitution at
position 107 in the first
extracellular loop22 extracellular loop
The portion of the receptor protein that protrudes outside the cell and forms part of the ligand-binding pocket
of the receptor. This single amino acid change substantially alters how
efficiently the receptor responds to its natural ligand, with wide-ranging
consequences for sleep timing, sleep duration, and stress reactivity.
The Mechanism
The Ile107 variant (T allele) produces a gain-of-function receptor. In
cell-based assays33 cell-based assays
Reinscheid et al. measured intracellular calcium mobilization and cAMP formation in transfected HEK293 cells,
the Ile107 receptor shows approximately 10-fold higher potency for NPS
stimulation compared to the Asn107 form — meaning it takes roughly one-tenth
the amount of NPS to trigger the same downstream signaling cascade. Crucially,
the binding affinity is unchanged; the receptor binds NPS equally well
regardless of the variant. The difference lies in how efficiently
ligand binding translates into intracellular signaling through
G-protein coupled pathways44 G-protein coupled pathways
NPSR1 signals via Gq (calcium release) and Gs (cAMP production) pathways, both of which promote neuronal excitation.
Because NPS-producing neurons are concentrated in brainstem arousal centers, a more responsive receptor means stronger arousal signaling from the same amount of endogenous NPS. The net effect is a lower threshold for wakefulness — carriers of the T allele are, in a sense, running a more sensitive wakefulness circuit.
The Evidence
The
2007 Framingham Heart Study GWAS55 2007 Framingham Heart Study GWAS
Gottlieb DJ et al. Novel loci associated with usual sleep duration: the CHARGE Consortium Genome-Wide Association Study. Mol Psychiatry, 2007
first identified rs324981 in a genome-wide screen of 2,848 participants.
Each copy of the T allele was associated with a mean bedtime delay of
approximately 15 minutes (29.5 minutes for TT homozygotes), consistent
with enhanced arousal keeping carriers awake later.
A subsequent
actigraphy-based study in 393 elderly adults66 actigraphy-based study in 393 elderly adults
Spada J et al. Genetic association of objective sleep phenotypes with a functional polymorphism in the neuropeptide S receptor gene. PLoS ONE, 2014
provided objective sleep measurements. TT homozygotes had significantly
shorter sleep duration (P = 0.007) and rest duration (P = 0.003) compared
to A-allele carriers, with modest but consistent effect sizes. The
bedtime-delay finding from the Gottlieb study was not significantly
replicated (P = 0.146), suggesting the primary effect is on sleep
duration rather than timing.
Complementary animal data from a
2019 study on a different NPSR1 gain-of-function mutation77 2019 study on a different NPSR1 gain-of-function mutation
Xing L et al. Mutant neuropeptide S receptor reduces sleep duration with preserved memory consolidation. Sci Transl Med, 2019
(Y206H, causing familial natural short sleep) confirmed that NPSR1
gain-of-function broadly reduces sleep need. Mice carrying this
mutation slept 71 fewer minutes per day without cognitive impairment —
establishing NPSR1 as a genuine sleep-regulating gene, not merely a
statistical association.
In a Chinese cohort,
Zhao et al. (2020)88 Zhao et al. (2020)
Zhao X et al. Gene polymorphisms (rs324957, rs324981) in NPSR1 are associated with increased risk of primary insomnia. Medicine, 2020
found that rs324981 genotype distribution differed significantly between
157 primary insomnia patients and 133 controls (P = 0.04), with the AA
genotype overrepresented among insomnia patients (29.9% vs. 19.2%).
This seemingly paradoxical finding — the less-active receptor variant
associated with insomnia — may reflect that arousal-promoting variants
help maintain consolidated sleep, while hypo-function disrupts
sleep architecture.
Beyond sleep, the T allele has been associated with
panic disorder in two independent studies99 panic disorder in two independent studies
Domschke K et al. Neuropeptide S receptor gene — converging evidence for a role in panic disorder. Mol Psychiatry, 2011,
heightened
cortisol responses to social stress1010 cortisol responses to social stress
Kumsta R et al. Neuropeptide S receptor gene is associated with cortisol responses to social stress in humans. Biol Psychol, 2013
(particularly in males), and
schizophrenia susceptibility1111 schizophrenia susceptibility
Lennertz L et al. The functional coding variant Asn107Ile of NPSR1 is associated with schizophrenia. Int J Neuropsychopharmacol, 2012
(OR 1.19 for the A allele). These associations reflect the NPS system's
dual role in arousal and emotional regulation.
Practical Implications
The rs324981 variant has a modest but real effect on sleep architecture. TT carriers naturally tend toward shorter sleep — not dramatically so (roughly 20 minutes less), but consistently enough to matter over time if combined with external sleep-shortening pressures (late-night screens, caffeine, irregular schedules).
The dual nature of NPS signaling — simultaneously arousal-promoting and anxiolytic — means that T-allele carriers may experience a characteristic pattern: feeling alert and awake without the jitteriness that comes from other stimulants, but also being less inclined to wind down at night. Structuring the evening environment to counteract this enhanced arousal (dimming lights, avoiding stimulation, maintaining a consistent wind-down routine) is more important for carriers than for the general population.
For anxiety, the picture is nuanced. While the T allele is linked to panic disorder risk and heightened cortisol stress responses, NPS itself has anxiolytic properties. The clinical relevance depends on the broader genetic and environmental context. Carriers who experience heightened stress reactivity may benefit from stress-management practices that leverage their naturally efficient arousal system rather than fighting it.
Interactions
NPSR1 rs324981 interacts with the broader circadian and arousal network. Carriers of both the NPSR1 T allele (enhanced arousal) and the CLOCK rs1801260 G allele (evening preference) may experience compounded difficulty initiating sleep, as both variants push toward later bedtimes through different mechanisms — one via arousal promotion, the other via circadian phase delay.
Similarly, carriers who also have the ADORA2A rs5751876 caffeine-sensitivity variant may find that caffeine's arousal-promoting effects layer on top of their already heightened NPS-driven wakefulness, making caffeine timing even more critical.
The NPSR1 T allele's association with panic disorder may interact with variants in stress-response genes, though specific gene-gene interactions at the rs324981 level remain preliminary. Environmental factors (childhood adversity, chronic stress) appear to moderate the anxiety phenotype substantially.
rs601338
FUT2 W143X (Trp143Ter)
- Chromosome
- 19
- Risk allele
- A
Genotypes
Secretor — Full secretor — normal FUT2 function and mucosal antigen expression
Non-Secretor — Non-secretor — no FUT2 function, altered gut microbiome and B12 metabolism
Secretor (Carrier) — Secretor with one non-secretor allele — normal function, carrier status
FUT2 W143X — Secretor Status and the Gateway to Your Gut
The FUT2 gene encodes fucosyltransferase 211 fucosyltransferase 2
An enzyme that adds fucose sugar
residues to glycan chains on cell surfaces and in secreted mucus, an enzyme
that determines one of the most fundamental divisions in human biology: whether
you are a "secretor" or a "non-secretor." Secretors express
ABO blood group antigens22 ABO blood group antigens
The same A, B, and H antigens that define your blood
type (A, B, AB, O), but expressed on mucosal surfaces and in saliva, tears,
breast milk, and intestinal mucus rather than just on red blood cells
on their mucosal surfaces and in bodily fluids like saliva and intestinal mucus.
Non-secretors do not.
A single G-to-A change at position 428 of the FUT2 coding sequence creates a
premature stop codon (Trp143Ter), completely inactivating the enzyme. People
with two copies of the A allele — about 20% of Europeans — produce no functional
FUT2 and are non-secretors. This is one of the most pleiotropic33 pleiotropic
Affecting
multiple, seemingly unrelated traits from a single genetic variant common
variants in the human genome, influencing gut microbiome composition, vitamin B12
metabolism, susceptibility to viral infections, and risk of autoimmune disease.
The Mechanism
FUT2 adds fucose44 fucose
A six-carbon sugar (6-deoxy-L-galactose) that serves as a
building block for complex sugar chains on cell surfaces to glycan structures
on the intestinal epithelium and in mucosal secretions, creating the H antigen —
the precursor to A and B blood group antigens. In secretors, these fucosylated
glycans coat the gut lining and are shed into the intestinal lumen, where they
serve two critical functions.
First, they act as attachment points for certain pathogens. Norovirus and
rotavirus bind to H-type and Lewis blood group antigens on intestinal cells to
initiate infection. Without these glycans, the viruses literally cannot gain
a foothold. Second, the shed fucosylated glycans serve as a carbon source for
beneficial gut bacteria, particularly Bifidobacterium55 Bifidobacterium
A genus of beneficial
bacteria that are among the first colonizers of the infant gut and remain
important for intestinal health throughout life species, which have evolved
specialized enzymes to harvest fucose from host glycans.
The W143X nonsense mutation truncates the FUT2 protein at amino acid 143 (of 332 total), eliminating the catalytic domain entirely. Heterozygous carriers (AG) retain secretor status because one functional copy produces sufficient enzyme, though possibly at somewhat reduced levels.
The Evidence
The landmark norovirus study66 landmark norovirus study
Thorven M et al. A homozygous nonsense
mutation (428G→A) in the human secretor (FUT2) gene provides resistance to
symptomatic norovirus (GGII) infections. J Virol, 2005
demonstrated that among 115 Swedish adults exposed to norovirus outbreaks,
not a single non-secretor (AA genotype) developed symptomatic infection, while
49% of GG homozygotes and 51% of AG heterozygotes were affected. A
2021 meta-analysis of 20 studies77 2021 meta-analysis of 20 studies
Bustamante M et al. FUT2 and norovirus:
a systematic review and meta-analysis
confirmed that non-secretors are approximately 3 times more likely to remain
uninfected during norovirus exposure.
For vitamin B12, a genome-wide association study88 genome-wide association study
Hazra A et al. Common
variants of FUT2 are associated with plasma vitamin B12 levels. Nat Genet,
2008 identified FUT2 as the
strongest genetic determinant of plasma B12 levels (p = 5.36 x 10-17).
Paradoxically, non-secretors have 16-18% higher measured serum B1299 16-18% higher measured serum B12
Velkova A
et al. The FUT2 secretor variant p.Trp154Ter influences serum vitamin B12
concentration via holo-haptocorrin. Hum Mol Genet, 2017.
However, this elevation is in
haptocorrin-bound B121010 haptocorrin-bound B12
Haptocorrin (also called transcobalamin I) is a B12
carrier protein in blood that is not readily taken up by cells. It is distinct
from transcobalamin II, which delivers B12 to tissues
— a biologically inactive fraction — rather than in
holotranscobalamin1111 holotranscobalamin
The portion of blood B12 bound to transcobalamin II, which
is the only form that can be actively taken up by cells and used for metabolic
reactions, the bioavailable form. This means standard total B12 blood tests
may overestimate functional B12 status in non-secretors.
The Crohn's disease link1212 Crohn's disease link
McGovern DPB et al. Fucosyltransferase 2 (FUT2)
non-secretor status is associated with Crohn's disease. Hum Mol Genet,
2010 was established through GWAS,
with non-secretors showing increased susceptibility (OR ~1.64 for AA genotype).
A separate study1313 separate study
Smyth DJ et al. FUT2 nonsecretor status links type 1
diabetes susceptibility and resistance to infection. Diabetes,
2011 found that the AA genotype
also confers susceptibility to type 1 diabetes (OR 1.29, 95% CI 1.20-1.37,
p = 4.3 x 10-18). The proposed mechanism links altered gut microbiome
composition to immune dysregulation.
The gut microbiome connection1414 gut microbiome connection
Wacklin P et al. Secretor genotype (FUT2 gene)
is strongly associated with the composition of bifidobacteria in the human
intestine. PLoS One, 2011
showed that non-secretors harbor significantly lower diversity and abundance of
Bifidobacterium species. Without fucosylated glycans lining the gut, these
beneficial bacteria lose a primary food source, potentially contributing to
the gut dysbiosis that underlies the increased Crohn's and autoimmune risk.
Practical Implications
The effects of FUT2 secretor status are a striking example of evolutionary trade-offs. Non-secretors gain robust protection against norovirus (and likely rotavirus and some bacterial pathogens) at the cost of a less diverse gut microbiome and modestly increased risk of certain autoimmune conditions.
For non-secretors (AA), the most actionable implications involve gut health maintenance and vitamin B12 monitoring. Since standard serum B12 tests may be misleadingly normal, requesting a holotranscobalamin (active B12) or methylmalonic acid test provides a more accurate picture of functional B12 status. Supporting gut bifidobacterial populations through targeted probiotics and prebiotic fiber is also worth considering, given the reduced diversity seen in non-secretors.
For heterozygous carriers (AG), secretor function is preserved and no specific action is typically needed, though being aware of this variant's role in B12 metabolism can inform supplement choices.
Interactions
FUT2 secretor status interacts with ABO blood type. The A and B antigens are built on top of the H antigen that FUT2 creates — so non-secretors do not express A, B, or H antigens in their mucus regardless of their ABO blood type. This means ABO-mediated disease associations on mucosal surfaces (such as susceptibility to H. pylori) can be modified by FUT2 status.
The variant rs602662 (S258G) and rs492602 are in strong linkage disequilibrium with rs601338 and show similar associations with B12 levels and disease risk. In East Asian populations, a different FUT2 variant (rs1047781, A385T) is the primary determinant of secretor status, since the W143X variant is nearly absent in that population (allele frequency <0.2%).
rs776746
CYP3A5 *3
- Chromosome
- 7
- Risk allele
- G
Genotypes
Normal Expresser — Functional CYP3A5 enzyme — higher doses of tacrolimus and other CYP3A5 substrates needed
Intermediate Expresser — One functional CYP3A5 allele — moderately increased doses of tacrolimus typically needed
Non-Expresser — No functional CYP3A5 enzyme — standard or reduced doses of tacrolimus appropriate
CYP3A5*3 — The Transplant Pharmacogenetics Game-Changer
CYP3A5 is a member of the cytochrome P450 superfamily, metabolizing approximately 37% of clinically used drugs11 37% of clinically used drugs
The CYP3A subfamily is one of the most versatile drug biotransformation systems. While its close relative CYP3A4 dominates hepatic metabolism, CYP3A5 is the predominant CYP3A enzyme expressed in kidneys, intestines, and other extrahepatic tissues. The CYP3A5*3 allele (rs776746, 6986A>G)22 CYP3A5*3 allele (rs776746, 6986A>G)
Located in intron 3 of the CYP3A5 gene on chromosome 7q22.1 is a splice site variant that has become the poster child for pharmacogenomics-guided immunosuppressant dosing.
This single nucleotide change from A to G creates a cryptic splice acceptor site in intron 3. The spliceosome machinery, faced with competing splice signals, incorrectly incorporates intronic sequence into the mature mRNA. This pseudo-exon contains a premature stop codon33 pseudo-exon contains a premature stop codon
The alternatively spliced isoform has an insertion from intron 3, which alters the reading frame and results in a premature termination codon, triggering nonsense-mediated mRNA decay. The result: individuals homozygous for CYP3A5*3 produce virtually no functional CYP3A5 protein — they're classified as "non-expressors."
The Mechanism
The 6986A>G substitution creates an intron/exon sequence (CAG/TA)44 6986A>G substitution creates an intron/exon sequence (CAG/TA)
Creating a pseudo-exon with a splice acceptor site in intron 3 that competes with the authentic exon 4 splice acceptor (CAG/AA). Upstream, a U2 snRNP branch point sequence (AAAGAG) mimics the reference branch point (AATCAG), further stabilizing the aberrant splicing event. When the spliceosome chooses the cryptic site, the resulting transcript includes 102 nucleotides of intronic sequence, shifting the reading frame and introducing a stop codon 27 amino acids downstream. The truncated protein lacks the critical heme-binding domain and catalytic machinery required for enzyme function.
Interestingly, conditional CYP3A5*3 expression has been observed55 conditional CYP3A5*3 expression has been observed
Salt-sensitive cellular mechanisms regulate splicing and conditional expression of CYP3A5*3 transcripts, suggesting that cellular stressors affecting renal cation transport may occasionally shift splicing back to the correct exon 4 site. This salt-sensitivity may explain inconsistent associations with hypertension across studies.
The Evidence
The clinical impact of CYP3A5*3 is best established for tacrolimus, the mainstay immunosuppressant after solid organ transplantation66 tacrolimus, the mainstay immunosuppressant after solid organ transplantation
CPIC Level A evidence for tacrolimus dosing based on CYP3A5 genotype. The 2015 CPIC guideline recommends 1.5-2 times higher starting doses77 2015 CPIC guideline recommends 1.5-2 times higher starting doses
CYP3A5 expressers require increased doses to achieve target blood concentrations for CYP3A5 expressers (*1/*1 and *1/*3 genotypes) compared to non-expressers (*3/*3). This isn't a subtle effect: non-expressers achieve dose-adjusted trough concentrations 1.8-2.5 times higher than expressers.
A meta-analysis of kidney transplant recipients88 meta-analysis of kidney transplant recipients
Significantly lower concentration/dose ratios among CYP3A5*1 allele carriers at weeks 1-2 and months 1, 3, 6, and 12 found that CYP3A5*1 carriers consistently required higher tacrolimus doses across all time points post-transplant. The expresser genotype was also associated with higher risk of acute rejection (due to delayed achievement of therapeutic levels) and potentially increased chronic nephrotoxicity. In vitro studies show 8-fold higher CYP3A5 content99 In vitro studies show 8-fold higher CYP3A5 content
In African Americans, CYP3A5*1/*3 individuals had eight-fold higher mean kidney microsomal CYP3A5 content and 18-fold higher catalytic activity in kidney microsomes from *1/*3 individuals versus *3/*3 non-expressers.
Evidence is also accumulating for sirolimus and midazolam. CYP3A5 genotype influences sirolimus dose requirements1010 CYP3A5 genotype influences sirolimus dose requirements
CYP3A5 genotype has significant influence on sirolimus metabolism, though the effect is less pronounced than for tacrolimus since CYP3A4 is the major metabolizing enzyme for sirolimus. For cyclosporine, the data are conflicting — most studies don't support a relationship1111 most studies don't support a relationship
Most studies do not support a relationship between CYP3A5 genotype and cyclosporine disposition, though renal CYP3A5 expression may influence local generation of nephrotoxic metabolites.
Practical Implications
If you're taking tacrolimus after kidney, liver, heart, or lung transplantation, your CYP3A5 genotype is among the strongest predictors of your dose requirements. Non-expressers (*3/*3) typically achieve target trough levels on standard starting doses (0.1-0.15 mg/kg/day), while expressers may need 1.5-2 times that dose. Genotype-guided dosing reduces time to therapeutic range1212 Genotype-guided dosing reduces time to therapeutic range
Dose alterations based on CYP3A5 genotype may result in faster achievement of target concentrations with fewer dose adjustments, though therapeutic drug monitoring remains essential regardless of genotype.
Beyond transplantation, CYP3A5 status may affect response to midazolam (a benzodiazepine used for sedation), vincristine (chemotherapy — CYP3A5 non-expressers may have increased neurotoxicity risk1313 CYP3A5 non-expressers may have increased neurotoxicity risk
Increased risk of vincristine neurotoxicity associated with low CYP3A5 expression genotype), and potentially some statins, though clinical evidence for drugs other than tacrolimus is less robust.
The dramatic population frequency differences for CYP3A5*3 are striking: ~90% of Europeans but only ~33% of Africans carry the *3 allele1414 ~90% of Europeans but only ~33% of Africans carry the *3 allele
In White populations, estimated allele frequency 0.82-0.95; African Americans 0.33. This means roughly 80% of Europeans are CYP3A5 non-expressers versus only 10% of Africans. East Asians fall in between at ~75% *3 allele frequency. This frequency gradient correlates with distance from the equator1515 frequency gradient correlates with distance from the equator
CYP3A5*3 frequency ranged from 0.06 in Yorubans (Nigeria) to 0.96 in Basques, correlating with population distance from equator, suggesting evolutionary selection related to salt retention and blood pressure regulation.
Interactions
CYP3A5 status interacts with CYP3A4 variants (particularly CYP3A4*22, rs355993671616 CYP3A4*22, rs35599367
CYP3A4*22 results in up to 50% reduction in mRNA expression and enzyme activity) to determine total CYP3A metabolic capacity. Individuals who are both CYP3A5 non-expressers (*3/*3) and carry reduced-function CYP3A4 variants have the lowest total CYP3A activity and require the most dramatic dose reductions for CYP3A substrates.
For tacrolimus specifically, donor (graft) CYP3A5 genotype matters as much or more than recipient genotype in liver transplantation, since hepatic CYP3A5 expression in the transplanted liver1717 hepatic CYP3A5 expression in the transplanted liver
Donor CYP3A5 genotype influences tacrolimus disposition, particularly in liver transplant drives first-pass metabolism. In kidney transplantation, recipient genotype dominates because tacrolimus is dosed orally and intestinal/hepatic recipient CYP3A5 determines bioavailability.
Co-administration of CYP3A inhibitors (azole antifungals, macrolide antibiotics, grapefruit juice) or inducers (rifampin, St. John's wort, some anticonvulsants) can override genetic effects. Azole antifungals preferentially inhibit CYP3A41818 Azole antifungals preferentially inhibit CYP3A4
The extent of itraconazole inhibition is greater in CYP3A5 non-expressors due to relatively CYP3A4-specific inhibition, so CYP3A5 expressers may experience less dramatic drug interactions than non-expressers when these inhibitors are added.
rs819147
AHCY
- Chromosome
- 20
- Risk allele
- T
Genotypes
Normal SAH Clearance — Typical AHCY function with efficient SAH clearance
Intermediate SAH Clearance — Mildly reduced AHCY efficiency may affect SAH clearance under metabolic stress
Reduced SAH Clearance — Reduced AHCY efficiency increases SAH accumulation risk and impairs methylation capacity
AHCY rs819147 — Methylation Cycle Gatekeeper
The AHCY gene produces S-adenosylhomocysteine hydrolase, the only mammalian enzyme capable of converting S-adenosylhomocysteine (SAH) to homocysteine and adenosine. This seemingly simple reaction is critical: SAH is a potent inhibitor of methyltransferases11 SAH is a potent inhibitor of methyltransferases
SAH inhibits hundreds of methylation reactions throughout the body, affecting DNA methylation, neurotransmitter synthesis, and detoxification. When AHCY activity is reduced, SAH accumulates, methylation grinds to a halt, and cellular dysfunction follows.
The rs819147 variant appears to influence AHCY expression or enzyme efficiency, though the exact mechanism remains under investigation. Unlike the rare pathogenic AHCY mutations that cause severe hypermethioninemia22 hypermethioninemia
A rare metabolic disorder with developmental delays, elevated methionine and SAH, caused by profound AHCY deficiency, rs819147 is a common regulatory variant found in roughly 20% of most populations. Its effects are subtle but meaningful for methylation balance.
The Mechanism
AHCY sits at a critical juncture in the methylation cycle. After SAM (S-adenosylmethionine)33 SAM (S-adenosylmethionine)
The universal methyl donor, used in hundreds of methylation reactions donates a methyl group, it becomes SAH. AHCY immediately hydrolyzes SAH to homocysteine and adenosine, maintaining the SAM/SAH ratio — the "methylation potential" of the cell. A high SAM/SAH ratio means robust methylation capacity; a low ratio means impaired methylation.
The T allele at rs819147 may reduce AHCY expression or stability, leading to slower SAH clearance. SAH accumulates, competitively inhibiting methyltransferases and reducing the effective pool of SAM. The result: impaired methylation of DNA, histones, proteins, neurotransmitters, and phospholipids. Homocysteine levels may or may not rise — paradoxically, reduced AHCY activity can lower homocysteine by slowing its production from SAH, though this is not protective if SAH accumulates.
The Evidence
Research on rs819147 is less extensive than for coding variants, but its inclusion in methylation pathway testing panels44 methylation pathway testing panels
Commercial methylation panels test AHCY alongside MTHFR, MTR, MTRR, and COMT reflects clinical interest. A 2004 study in European Journal of Human Genetics55 2004 study in European Journal of Human Genetics
Gellekink et al. examined AHCY genetic variation and homocysteine found that common AHCY variants influence homocysteine levels and venous thrombosis risk, though specific rsids were not always detailed.
More broadly, AHCY deficiency studies66 AHCY deficiency studies
Rare complete deficiency causes hypermethioninemia, elevated SAH, developmental delays demonstrate the enzyme's critical role. Even partial reductions in activity, as seen with common variants, can shift methylation balance. A 2021 review in Frontiers in Cell and Developmental Biology77 2021 review in Frontiers in Cell and Developmental Biology
AHCY is recruited to chromatin during replication and transcription to meet local methylation demands noted that AHCY is actively recruited to sites of high methylation demand, suggesting that reduced activity could disproportionately affect rapidly dividing or transcriptionally active cells.
Cardiovascular research88 Cardiovascular research
Elevated SAH and homocysteine independently predict cardiovascular disease risk shows that both elevated homocysteine and elevated SAH are independent cardiovascular risk factors. The T allele at rs819147, by potentially raising SAH, may contribute modestly to cardiovascular and inflammatory risk, though large-scale GWAS have not isolated this variant as a major risk locus. Evidence level: moderate, based on mechanistic plausibility and smaller genetic association studies.
Practical Implications
For TT carriers, supporting the methylation cycle through diet and targeted supplementation is the most direct intervention. The goal is to reduce SAH accumulation and maintain methylation capacity despite reduced AHCY efficiency.
Betaine (trimethylglycine) is particularly valuable. It donates a methyl group to remethylate homocysteine back to methionine via BHMT, bypassing the folate-dependent pathway and reducing the burden on AHCY to clear SAH. Methylfolate (5-MTHF) and methylcobalamin support the MTR/MTRR pathway, also remethylating homocysteine and maintaining methionine (and thus SAM) production.
Vitamin B2 (riboflavin) and B6 (pyridoxal-5-phosphate) are cofactors for methylation enzymes. Adequate choline supports phosphatidylcholine synthesis and reduces SAM demand. Antioxidants like vitamin C and E may protect AHCY from oxidative inactivation — AHCY is sensitive to oxidative stress and heavy metals99 AHCY is sensitive to oxidative stress and heavy metals
Environmental exposures reduce AHCY activity independent of genetics, compounding genetic effects.
Avoiding excess methionine from supplements is prudent; high methionine intake increases SAM production, and if AHCY can't keep up with SAH clearance, methylation inhibition worsens. Focus on balanced protein intake from whole foods.
Monitoring homocysteine and, if available, SAM/SAH ratios provides direct feedback on methylation status. Elevated homocysteine or a low SAM/SAH ratio indicates impaired methylation capacity requiring intervention.
Interactions
AHCY does not work in isolation — it's part of the tightly integrated methylation cycle. Variants in MTHFR (rs1801133, rs1801131) reduce methylfolate production, limiting homocysteine remethylation and increasing the SAH burden on AHCY. Variants in MTR and MTRR slow homocysteine remethylation, similarly increasing SAH. BHMT variants reduce betaine-dependent remethylation, again increasing reliance on AHCY to clear SAH.
The combination of AHCY rs819147 TT with MTHFR C677T TT is particularly challenging: reduced methylfolate production from MTHFR and impaired SAH clearance from AHCY create a methylation bottleneck. Such individuals may have elevated SAH, elevated homocysteine, and impaired methylation despite adequate B-vitamin intake. Aggressive methylfolate and betaine supplementation, along with monitoring, is warranted.
Similarly, CBS upregulations (e.g., rs234706) shunt homocysteine toward the transsulfuration pathway, potentially lowering homocysteine but not addressing SAH accumulation. COMT variants affect catecholamine methylation; slow COMT (rs4680 AA) increases SAM demand, potentially worsening SAH accumulation if AHCY is impaired.
These multi-gene interactions underscore the value of comprehensive methylation pathway testing and personalized nutrient therapy.
rs12696304
TERC
- Chromosome
- 3
- Risk allele
- G
Genotypes
Long Telomere Genotype — Typical telomerase RNA function with average telomere maintenance
Intermediate Telomere Length — One copy of the shorter-telomere variant with moderately accelerated cellular aging
Accelerated Telomere Shortening — Two copies of the variant associated with significantly shorter telomeres and accelerated cellular aging
TERC rs12696304 — The Telomere Length Variant That May Accelerate Your Cellular Clock
Telomeres are protective caps on the ends of your chromosomes, like the plastic tips on shoelaces that prevent them from fraying. Each time your cells divide, your telomeres get slightly shorter — a natural part of aging.
TERC (telomerase RNA component) is a critical non-coding RNA that forms the template for telomerase, the enzyme that adds DNA sequences back to telomere ends and counteracts this shortening . The rs12696304 variant sits in a regulatory region near the TERC gene on chromosome 3q26 and influences how well your cells maintain telomere length throughout your lifetime.
The Mechanism
This regulatory variant is located at the 3q26 locus that includes TERC
. While it doesn't change the TERC protein itself (TERC is RNA, not protein),
rs12696304 resides in an intron region that may affect TERC expression levels or RNA processing
. The G allele appears to result in less efficient telomere maintenance, possibly through altered TERC transcription, stability, or interaction with telomerase reverse transcriptase (TERT)11 telomerase reverse transcriptase (TERT)
the protein component of the telomerase enzyme complex.
Telomerase is normally repressed in most adult cells, leading to progressive telomere shortening; when telomeres become critically short, cells enter senescence or undergo programmed cell death . Carrying the rs12696304 G allele accelerates this process.
The Evidence
The landmark 2010 genome-wide association study analyzed 12,409 individuals and found that each copy of the G allele was associated with approximately 75 base pairs of telomere shortening — equivalent to about 3.6 years of age-related telomere attrition
(Codd et al., Nature Genetics 2010)22 (Codd et al., Nature Genetics 2010). This means someone who is GG at this position has telomeres that appear about 7.2 years "older" than someone who is CC, purely from this genetic factor.
The finding has been robustly replicated across populations.
A study of 4,016 Chinese Han individuals confirmed that each G allele was associated with shorter mean telomere length of 0.024 T/S units, equivalent to about 3 years of average age-related telomere attrition
(Li et al., European Journal of Human Genetics 2011)33 (Li et al., European Journal of Human Genetics 2011).
The association has been replicated in Swedish, British, and multiple other populations, consistently showing the G allele linked to shorter telomeres .
Importantly, a dietary intervention study (CORDIOPREV) found that rs12696304 interacts with dietary fat composition, specifically monounsaturated fatty acids (MUFA), to affect both telomere length and inflammation markers; CC individuals consuming high MUFA diets showed higher telomere length and lower inflammation than G-allele carriers
(Gomez-Delgado et al., Age 2018)44 (Gomez-Delgado et al., Age 2018).
Mental Health Connections
The link between this variant and mental health lies in the broader relationship between telomere length and psychological well-being.
Multiple studies have established that patients with depression, anxiety, and stress disorders have significantly shorter telomere length than healthy controls
(Wang et al., BMC Psychiatry 2017)55 (Wang et al., BMC Psychiatry 2017).
A robust body of research has found that depression and anxiety are associated with shorter telomeres in adults .
Studies using NHANES data found that among women, those with generalized anxiety disorder or panic disorder had shorter telomeres than those without anxious affect, and among people taking antidepressants, those with major depression had shorter telomeres
(Needham et al., Molecular Psychiatry 2015)66 (Needham et al., Molecular Psychiatry 2015).
Recent research in adolescents found that depression and anxiety were associated with shorter telomere length even in this younger age group, highlighting the potential for impaired mental health to contribute to cellular senescence as early as adolescence
(Benefield et al., Psychoneuroendocrinology 2023)77 (Benefield et al., Psychoneuroendocrinology 2023).
The exact mechanisms through which depression and anxiety lead to shorter telomere length are not completely understood, but hypotheses include oxidative stress, inflammation, mitochondrial dysfunction, behavioral factors like poor sleep or substance use, and genetic heritability . Having the GG genotype at rs12696304 may represent one component of this genetic heritability — starting with shorter baseline telomeres may increase vulnerability to the cellular aging effects of chronic stress and mental health conditions.
Practical Implications
While you cannot change your genetics, understanding your rs12696304 status can inform lifestyle choices that influence telomere maintenance.
The CORDIOPREV study demonstrated that diet can modify the effects of this SNP: CC individuals showed greater telomere protection and reduced inflammation when consuming Mediterranean diet patterns high in monounsaturated fats compared to G-allele carriers .
For mental health, the telomere-psychology connection suggests that managing stress, treating depression and anxiety, and maintaining psychological wellness may help preserve telomere length over time — though eight-week interventions have not shown changes, suggesting longer-term approaches are needed.
Interactions
rs12696304 is part of a broader genomic region on chromosome 3q26 affecting telomere biology.
The association signal spans an 87kb region, with rs12696304 and the nearby rs16847897 variant showing the strongest associations with telomere length . These variants are in linkage disequilibrium, meaning they tend to be inherited together.
The TERC variants also show evidence of interaction with variants in TERT (telomerase reverse transcriptase), the protein component of telomerase. While compound implications for specific multi-SNP genotypes require further study, the overall telomere maintenance system involves coordinated effects of both TERC and TERT genetic variation.
The interaction with diet, particularly Mediterranean diet patterns and MUFA intake, suggests that nutritional interventions may be especially important for individuals carrying G alleles at this position. The gene-nutrient interaction may work through effects on oxidative stress and inflammation, both of which damage telomeres.
rs1516797
ACAN
- Chromosome
- 15
- Risk allele
- G
Genotypes
Resilient Cartilage — Optimal aggrecan expression for cartilage integrity
Moderate Cartilage Resilience — Slightly reduced aggrecan function, moderately increased injury susceptibility
Reduced Cartilage Resilience — Significantly reduced aggrecan function, elevated injury and degeneration risk
Cartilage Resilience — The Aggrecan Integrity Factor
Aggrecan is the workhorse proteoglycan11 workhorse proteoglycan
ACAN encodes aggrecan, which comprises roughly 50% of the dry weight of the nucleus pulposus in intervertebral discs and is the primary proteoglycan providing compressive resistance in articular cartilage of your joints and spine. It's a massive molecule — over 2,500 amino acids with heavily glycosylated side chains that trap water, creating the gel-like matrix that cushions cartilage under load. Every time you sprint, jump, or pivot, aggrecan is what keeps your knee cartilage from collapsing like a deflated tire.
The rs1516797 variant sits in an intronic region of the ACAN gene on chromosome 15. While it doesn't directly change the aggrecan protein sequence, it appears to affect gene expression or mRNA splicing, ultimately influencing how much functional aggrecan your cartilage produces. This matters enormously for athletes in high-impact sports — especially football, where repetitive loading stresses the ACL, knee cartilage, and spinal discs.
The Mechanism
As an intronic regulatory variant, rs1516797 likely influences ACAN transcription levels or alternative splicing efficiency. Lower aggrecan expression22 Lower aggrecan expression
Individuals with fewer CS (chondroitin sulfate) chains on aggrecan may have reduced osmotic pressure in cartilage, increasing susceptibility to degeneration means less water retention in the cartilage matrix, reducing its ability to distribute compressive forces. Over time, this leads to accelerated wear — both in weight-bearing joints and intervertebral discs.
The G allele appears to be the risk variant. In the context of ACL injury, G carriers show increased susceptibility33 G carriers show increased susceptibility
Mannion et al. found the G allele was under-represented in controls (OR=0.72, 95% CI 0.55-0.96, p=0.024), suggesting T/T individuals have better cartilage resilience and lower ACL rupture risk, though the exact mechanism linking aggrecan to ligament integrity likely involves the cartilage-bone interface and overall joint stability.
The Evidence
Mannion et al. (2014)44 Mannion et al. (2014)
Mannion S, et al. Genes encoding proteoglycans are associated with the risk of anterior cruciate ligament ruptures. Br J Sports Med. 2014 studied 227 ACL rupture patients and 234 controls in a South African cohort. The T/T genotype was over-represented in controls, suggesting a protective effect (OR for the G allele = 1.38 for increased risk, or conversely OR=0.72 for the protective T allele). This was one of the first studies to identify ACAN variants as ACL injury modifiers.
A 2022 systematic review55 A 2022 systematic review
A comprehensive review of genetic predisposition to injury in football identified rs1516797 as one of only three SNPs with replicated findings across independent professional football cohorts, alongside ACTN3 rs1815739 and VEGFA rs2010963 across multiple football studies confirmed rs1516797 as one of only three genetic variants with replicated injury associations in independent cohorts — the others being ACTN3 (rs1815739) and VEGFA (rs2010963). This replication across populations strengthens the evidence, though methodological limitations (small samples, population stratification) mean genetic testing isn't yet clinically validated for injury prediction.
Beyond ACL injury, Videman et al. (2009)66 Videman et al. (2009)
Finnish males (n=588, ages 35-70) showed rs1516797 association with disc height narrowing, a hallmark of intervertebral disc degeneration linked rs1516797 to disc height narrowing in 588 Finnish men aged 35-70. Disc height loss is an early marker of disc degeneration — the same aggrecan deficiency that affects knee cartilage also compromises spinal disc hydration and shock absorption.
The protective effect of higher aggrecan expression isn't limited to injury prevention. Aggrecan loss is an early OA marker77 Aggrecan loss is an early OA marker
Loss of aggrecan from articular cartilage is an early event in osteoarthritis development, with continued loss leading to irreversible collagen network damage. Maintaining robust aggrecan levels throughout a long athletic career may reduce post-traumatic osteoarthritis risk after ACL injuries or other joint trauma.
Practical Actions
If you carry one or two copies of the G allele, you're starting with slightly less cartilage resilience than T/T individuals. This doesn't mean you're destined for injury — it means you need to be more deliberate about cartilage protection and neuromuscular injury prevention.
For active athletes (especially football, basketball, soccer, skiing): Neuromuscular training cuts ACL risk by 50%88 Neuromuscular training cuts ACL risk by 50%
Systematic reviews show neuromuscular training reduces overall knee injury risk by 22% and ACL injury risk by 50% in team sport athletes, with programs like FIFA 11+ reducing ACL injuries fourfold. Programs like FIFA 11+ have been shown to reduce ACL injuries by up to 73% through targeted balance, eccentric strength, and plyometric training. If you have genetic cartilage vulnerability, injury prevention protocols aren't optional — they're essential infrastructure.
Nutritional support for cartilage includes the building blocks aggrecan needs: vitamin C for collagen cross-linking99 vitamin C for collagen cross-linking
Vitamin C is crucial for collagen production and acts as an antioxidant protecting joint tissues from free radical damage, glucosamine and chondroitin for aggrecan synthesis1010 glucosamine and chondroitin for aggrecan synthesis
Glucosamine increases aggrecan and type II collagen in cartilage, with studies supporting 1500 mg glucosamine and 1200 mg chondroitin daily in divided doses, and omega-3s for anti-inflammatory effects. The evidence for glucosamine/chondroitin is moderate — it won't rebuild damaged cartilage, but it may slow degradation and support ongoing synthesis.
Long-term joint health: Avoid chronic high-impact loading without adequate recovery. G/G individuals especially should prioritize cross-training with low-impact modalities (swimming, cycling) to reduce cumulative cartilage stress. Maintaining healthy body weight reduces joint loading — every extra kilogram adds 3-4 kg of force across the knee during walking.
Interactions
ACAN rs1516797 is one vertex in a broader genetic injury risk network. The other two replicated injury SNPs in football cohorts are ACTN3 rs18157391111 ACTN3 rs1815739
The ACTN3 XX genotype (loss of alpha-actinin-3 in fast-twitch fibers) is associated with increased non-contact muscle injury risk and may compound ACL vulnerability (alpha-actinin-3 deficiency increases muscle injury risk and may compound ACL vulnerability) and VEGFA rs20109631212 VEGFA rs2010963
The VEGFA rs2010963 CC genotype is associated with increased ligament and tendon injury risk, potentially through altered vascular supply to connective tissues (vascular endothelial growth factor affects blood supply to ligaments and tendons). An individual carrying risk alleles at all three loci may have multiplicatively higher injury susceptibility.
COL5A1 rs127221313 COL5A1 rs12722
The COL5A1 rs12722 CC genotype is associated with increased soft tissue injury risk through altered type V collagen structure, which regulates collagen fibril assembly affects type V collagen, a key regulator of collagen fibril diameter in tendons and ligaments. Since aggrecan interacts with the collagen network in cartilage, variants affecting both proteoglycan and collagen structure may synergistically increase injury risk.
The aggrecan-collagen relationship is critical: aggrecan provides compressive resistance, while type II collagen provides tensile strength. Loss of aggrecan exposes collagen to degradation1414 Loss of aggrecan exposes collagen to degradation
Continued aggrecan loss leads to susceptibility of the collagen network to proteolysis and irreversible cartilage damage. This suggests that combining ACAN risk variants with collagen gene variants (COL5A1, COL1A1) may accelerate cartilage degeneration.
Gene-Gene Interaction Proposals for Compound Actions
ACAN rs1516797 G + ACTN3 rs1815739 XX: Combined fast-twitch fiber deficiency and cartilage vulnerability increase both muscle and joint injury risk. Recommend prioritizing neuromuscular training (FIFA 11+), eccentric strengthening, and cartilage support (glucosamine/chondroitin + vitamin C). Evidence level: moderate.
ACAN rs1516797 GG + COL5A1 rs12722 CC: Double proteoglycan-collagen vulnerability affects both matrix components. Recommend aggressive injury prevention protocols, low-impact cross-training, and comprehensive joint support (collagen peptides 20-25g daily with vitamin C, glucosamine 1500mg + chondroitin 1200mg). Evidence level: moderate.
ACAN rs1516797 G + VEGFA rs2010963 CC: Cartilage vulnerability combined with impaired vascular supply to connective tissues. Recommend omega-3 supplementation (1-2g EPA/DHA daily) for anti-inflammatory and vascular support, plus standard cartilage nutrients. Evidence level: preliminary.
rs1801198
TCN2 Pro259Arg (C776G)
- Chromosome
- 22
- Risk allele
- G
Genotypes
Normal B12 Transport — Normal transcobalamin function with efficient B12 delivery to cells
Reduced B12 Transport — One copy of the Arg259 variant — mildly reduced cellular B12 delivery
Low B12 Transport — Significantly reduced cellular B12 delivery — normal total B12 may mask functional deficiency
TCN2 Pro259Arg — Your B12 Delivery System
Vitamin B12 travels through your bloodstream bound to two different
proteins. About 75-80% binds to haptocorrin11 haptocorrin
A B12-binding protein
that carries most circulating B12 but cannot deliver it to cells; it is
metabolically inert, which is metabolically inert. The remaining 20-25%
binds to transcobalamin II22 transcobalamin II
The only B12 transport protein that can
deliver the vitamin into cells via the transcobalamin receptor (CD320)
on cell surfaces (encoded by the TCN2 gene), forming
holotranscobalamin33 holotranscobalamin
Also called "active B12" or holoTC, this is the
fraction of circulating B12 that is actually available for cellular
uptake (holoTC) --
the only form of B12 that can actually enter your cells. This makes
holoTC a far better marker of functional B12 status than total serum B12.
The TCN2 Pro259Arg variant (rs1801198, c.776C>G) changes a proline to an arginine at position 259 of the transcobalamin protein. This single amino acid swap alters the protein's ability to bind and deliver B12, resulting in measurably lower holoTC levels in carriers of the G allele -- even when total serum B12 appears normal.
The Mechanism
Transcobalamin II is a 43 kDa protein that binds one molecule of
cobalamin (B12) and delivers it to cells via the
CD320 receptor44 CD320 receptor
Also called the transcobalamin receptor (TCblR),
expressed on virtually all cell surfaces. The
crystal structure55 crystal structure
Wuerges et al. solved the structure of human
transcobalamin bound to cobalamin, revealing a two-domain architecture
with B12 buried at the domain interface
of human transcobalamin reveals a two-domain architecture with cobalamin
buried at the interface between an N-terminal barrel and a smaller
C-terminal domain. Position 259 lies in a region that influences the
protein's secondary structure and its affinity for B12. The arginine
substitution (G allele) disrupts this region, reducing the proportion
of transcobalamin that successfully binds B12.
The consequence is straightforward: less B12 gets loaded onto transcobalamin, so less holoTC circulates, and less B12 reaches your cells. Total serum B12 may look perfectly normal because the haptocorrin-bound fraction (which is metabolically useless) is unaffected. This is why standard B12 blood tests can be misleading for carriers of this variant.
The Evidence
The landmark study by Miller et al.66 landmark study by Miller et al.
Miller JW et al. Transcobalamin II
775G>C polymorphism and indices of vitamin B12 status in healthy older
adults. Blood, 2002 examined
128 healthy older adults and found that Arg/Arg homozygotes (GG) had
significantly lower holoTC (p = 0.006) and higher
methylmalonic acid77 methylmalonic acid
MMA is a metabolic byproduct that accumulates when
cellular B12 is insufficient; elevated MMA is a sensitive functional
marker of B12 deficiency (MMA) concentrations (p = 0.02) compared
to Pro/Pro homozygotes, despite similar total B12 levels.
A comprehensive meta-analysis of 34 studies88 meta-analysis of 34 studies
Oussalah A et al.
Association of TCN2 rs1801198 c.776G>C polymorphism with markers of
one-carbon metabolism and related diseases. Am J Clin Nutr,
2017 confirmed that GG
carriers have significantly lower holoTC (SMD -0.445, 95% CI -0.673
to -0.217, p < 0.001) and higher homocysteine in European-descent
populations (SMD 0.070, 95% CI 0.020-0.120, p = 0.01). The
meta-analysis found no significant association with congenital
abnormalities, cancer, or Alzheimer disease.
Stanislawska-Sachadyn et al.99 Stanislawska-Sachadyn et al.
Stanislawska-Sachadyn A et al. The
transcobalamin 776C>G polymorphism affects homocysteine concentrations
among subjects with low vitamin B12 status. Eur J Clin Nutr,
2010 studied 613 men and
found that the homocysteine-raising effect of the GG genotype is most
pronounced when B12 status is already low, creating a gene-nutrient
interaction where inadequate B12 intake amplifies the genetic effect.
A particularly striking finding came from a study of elderly adults1010 study of elderly adults
Ratan SK et al. Transcobalamin 776C>G polymorphism is associated with
peripheral neuropathy in elderly individuals with high folate intake.
Am J Clin Nutr, 2016: GG
carriers had roughly 3-fold higher odds of peripheral neuropathy, and
when combined with high folate intake (>800 mcg/day), the risk jumped
to OR 6.9. This suggests that excess folic acid may mask B12 deficiency
symptoms while neurological damage progresses -- a concern particularly
relevant for GG carriers.
Practical Implications
The key takeaway is that standard total serum B12 tests may not reflect your actual cellular B12 status if you carry the G allele. Request holotranscobalamin (holoTC) or methylmalonic acid (MMA) testing instead, as these directly measure the B12 that reaches your cells.
For GG carriers, choosing bioavailable forms of B12 (methylcobalamin or hydroxocobalamin rather than cyanocobalamin) may improve cellular delivery. Adequate B12 intake is especially important because the homocysteine-raising effect becomes significant when B12 status drops.
Be cautious with high-dose folic acid supplementation if you carry this variant. Excess folate can correct the anemia of B12 deficiency while allowing neurological damage to progress silently. If you also carry MTHFR variants, use methylfolate rather than folic acid, and ensure B12 status is adequate first.
Interactions
TCN2 Pro259Arg sits at the intersection of the one-carbon metabolism pathway, where B12 and folate work together. Methionine synthase (MTR, rs1805087) uses B12 as a cofactor to convert homocysteine to methionine, while methionine synthase reductase (MTRR, rs1801394) regenerates the active form of the enzyme. If TCN2 reduces B12 delivery to cells, these downstream enzymes have less cofactor to work with.
The combination of TCN2 GG with MTHFR C677T variants (rs1801133) is of particular interest: MTHFR variants impair folate metabolism while TCN2 variants impair B12 delivery, creating a double hit on the methylation cycle. Both homocysteine recycling and DNA methylation could be compromised. Individuals carrying risk variants in both genes may benefit most from combined methylfolate plus methylcobalamin supplementation and regular homocysteine monitoring.
MTRR A66G (rs1801394) variants may compound the effect of TCN2 by further reducing the efficiency of B12-dependent methionine synthase regeneration, potentially amplifying homocysteine elevation in carriers of both variants.
rs1991517
TSHR Asp727Glu
- Chromosome
- 14
- Risk allele
- G
Genotypes
Standard Sensitivity — Normal TSH receptor function and typical thyroid hormone regulation
Enhanced Sensitivity — Moderately increased TSH receptor sensitivity leading to 10-12% lower baseline TSH levels
High Sensitivity — Significantly enhanced TSH receptor sensitivity with markedly lower baseline TSH and increased congenital hypothyroidism risk
TSHR Asp727Glu — How Your TSH Receptor Sensitivity Shapes Thyroid Function
The thyroid-stimulating hormone receptor (TSHR) sits on the surface of thyroid follicular cells, where it binds TSH from the pituitary and triggers the production of thyroid hormones T4 and T3. This receptor is a G-protein-coupled receptor11 This receptor is a G-protein-coupled receptor
Activates both cAMP and phospholipase C pathways that controls virtually all aspects of thyroid function — hormone synthesis, thyroid cell growth, and iodine uptake. The Asp727Glu variant changes an aspartic acid to glutamic acid at position 727 in the intracellular tail of the receptor, altering its binding affinity to cyclic AMP22 altering its binding affinity to cyclic AMP
Computational modeling shows distinct binding energies: -7.27 vs -7.34 kcal/mol and thereby modulating signal transduction efficiency. This common polymorphism affects approximately 8-12% of people across populations33 8-12% of people across populations
Present in 0.6% as GG homozygotes in European populations and has emerged as a genetic factor influencing TSH levels, metabolic health, and thyroid disease risk.
The Mechanism
The wild-type Asp727 version of the TSHR maintains optimal signal transduction when TSH binds. The variant Glu727 substitution is conservative44 The variant Glu727 substitution is conservative
Both aspartic acid and glutamic acid are negatively charged, but the single-carbon side chain difference alters the receptor's interaction with downstream signaling molecules, particularly cyclic AMP. When TSH binds to the receptor's extracellular domain, it triggers a conformational change that activates G proteins55 it triggers a conformational change that activates G proteins
Gs protein activates adenylyl cyclase, producing cAMP on the intracellular side. The Glu727 variant appears to enhance this cAMP-mediated signaling pathway, making the receptor slightly more responsive to TSH stimulation. This increased sensitivity means that carriers require less circulating TSH66 carriers require less circulating TSH
12.6% lower TSH levels in Glu727 carriers to achieve the same thyroid hormone output, effectively resetting the hypothalamic-pituitary-thyroid axis setpoint.
However, this enhanced receptor sensitivity has a paradoxical effect: in the developing thyroid gland, where proper TSH signaling is critical for differentiation and growth, the altered cAMP dynamics may impair normal thyroid development77 impair normal thyroid development
Associated with 2.3-fold increased congenital hypothyroidism risk in GG homozygotes. The same variant that lowers TSH in healthy adults appears to increase vulnerability to thyroid dysgenesis or hypoplasia during fetal development.
The Evidence
The most comprehensive evidence for this variant's effects comes from a Danish twin study of 1,241 healthy adults88 a Danish twin study of 1,241 healthy adults
Peeters et al. Eur J Endocrinol 2007, which found genotype frequencies of Asp/Asp 84.9%, Asp/Glu 14.5%, and Glu/Glu 0.6%. Carriers of the Glu727 allele (CG or GG genotypes) had significantly lower serum TSH levels99 significantly lower serum TSH levels
1.60 ± 0.84 vs 1.78 ± 0.93 mU/L, P=0.04 compared to non-carriers, with regression analysis confirming the association (P=0.007). However, the polymorphism accounted for only 0.91% of total phenotypic variance in TSH levels and showed no association with thyroid size, thyroid hormones, or thyroid antibody levels1010 no association with thyroid size, thyroid hormones, or thyroid antibody levels
Suggesting specific effect on TSH regulation, indicating its influence is limited to the TSH feedback setpoint rather than broader thyroid function.
In the context of thyroid disease, a meta-analysis combining 1,044 congenital hypothyroidism cases and 1,649 controls1111 a meta-analysis combining 1,044 congenital hypothyroidism cases and 1,649 controls
Kollati et al. 3 Biotech 2020 found that the G-allele increased congenital hypothyroidism risk by 45%1212 increased congenital hypothyroidism risk by 45%
OR: 1.45, 95% CI 1.20-1.76 in fixed-effect models, with the GG genotype showing a 2.3-fold increased risk1313 2.3-fold increased risk
OR: 2.30, 95% CI 1.32-3.99. This association was consistent across seven published studies and is thought to reflect the variant's impact on cAMP-mediated thyroid development during gestation. Interestingly, early research into autoimmune thyroid diseases like Graves' disease initially examined rs1991517 but later excluded it1414 initially examined rs1991517 but later excluded it
Frequently present in healthy individuals, suggesting it is not a major driver of autoimmune thyroid pathology.
Beyond thyroid-specific effects, the variant has been linked to metabolic parameters. In a study of 349 nondiabetic elderly men1515 a study of 349 nondiabetic elderly men
Peeters et al. Clin Endocrinol 2007, carriers of the Glu727 allele showed significantly elevated markers of insulin resistance1616 significantly elevated markers of insulin resistance
Glucose (P=0.01), insulin (P=0.001), HbA1c (P=0.002), HOMA-IR (P=0.001), and leptin (P=0.008). The authors suggest this reflects direct TSH receptor activity in adipose tissue, where TSHR is expressed and may influence glucose metabolism independent of circulating thyroid hormone levels. Additionally, the Rotterdam Study found Glu727 carriers had 2.3% higher femoral neck bone mineral density1717 the Rotterdam Study found Glu727 carriers had 2.3% higher femoral neck bone mineral density
P=0.03, potentially mediated by the lower TSH levels, since TSH receptors are also expressed in bone.
Practical Implications
If you carry the Glu727 variant (CG or GG genotype), your baseline TSH levels may run lower than population averages while still being entirely normal for you. This has implications for thyroid function testing: what appears to be "low-normal" TSH (e.g., 0.8-1.5 mU/L) may be your optimal setpoint rather than a sign of subclinical hyperthyroidism. TSH levels vary significantly based on genetic factors1818 TSH levels vary significantly based on genetic factors
TSHR polymorphisms account for measurable variance in TSH setpoints, so individualized reference ranges are more meaningful than population-wide cutoffs.
For parents or prospective parents carrying the G-allele, awareness of the modest increase in congenital hypothyroidism risk may inform discussions about newborn screening. Standard newborn screening programs measure TSH at 4-5 days of life1919 Standard newborn screening programs measure TSH at 4-5 days of life
99% coverage in developed countries, so any thyroid dysgenesis would be caught early, but knowing the genetic predisposition reinforces the importance of ensuring screening is completed.
The metabolic associations—particularly insulin resistance in Glu727 carriers—suggest that maintaining metabolic health through lifestyle measures may be especially important. While the variant's effect size is modest, it adds to the cumulative genetic and environmental factors influencing glucose metabolism. Similarly, the higher bone mineral density in carriers is a protective factor, potentially offsetting other genetic or lifestyle-related osteoporosis risks.
Optimal thyroid function depends on adequate selenium and iodine intake2020 selenium and iodine intake
Selenium for deiodinase function, iodine as structural component of T4/T3. While the TSHR variant affects receptor sensitivity rather than thyroid hormone synthesis directly, ensuring micronutrient sufficiency supports overall thyroid axis function. Zinc also plays a role in TSH regulation2121 Zinc also plays a role in TSH regulation
Influences TSH release from pituitary and T4-to-T3 conversion, making it a relevant consideration for comprehensive thyroid support.
Interactions
The TSHR Asp727Glu variant interacts with polymorphisms in the DIO2 gene (particularly rs225014, Thr92Ala), which controls conversion of T4 to active T3 in peripheral tissues. A study of congenital hypothyroidism patients found concurrent TSHR mutations and DIO2 T92A polymorphism result in abnormal thyroid hormone metabolism2222 A study of congenital hypothyroidism patients found concurrent TSHR mutations and DIO2 T92A polymorphism result in abnormal thyroid hormone metabolism
Combined effects are additive. Specifically, TSHR variants affect the production of T4 from the thyroid gland, while DIO2 variants affect local T3 production from circulating T4. Individuals with both TSHR Glu727 (lower TSH drive) and DIO2 Ala92 (reduced T4-to-T3 conversion) may experience a "double hit" scenario where both hormone production and peripheral activation are compromised, potentially requiring more careful thyroid hormone replacement strategies if hypothyroidism develops.
The variant's effect on TSH levels also influences the broader hypothalamic-pituitary-thyroid (HPT) and hypothalamic-pituitary-adrenal (HPA) axis interaction. Stress and cortisol affect thyroid hormone secretion2323 Stress and cortisol affect thyroid hormone secretion
CRH and cortisol can suppress TSH and alter T4-to-T3 conversion, and individuals with genetically lower baseline TSH (like Glu727 carriers) may be more vulnerable to stress-induced thyroid dysfunction. Chronic stress leading to elevated cortisol can further suppress already-low TSH levels, potentially pushing carriers toward subclinical hypothyroidism.
The sleep-thyroid connection is another relevant interaction. TSH follows a circadian rhythm with natural elevation during early sleep2424 TSH follows a circadian rhythm with natural elevation during early sleep
Melatonin production signals nighttime thyroid adjustments, and disruption of sleep patterns (shift work, insomnia, sleep apnea) can dysregulate TSH secretion. Glu727 carriers with altered TSH setpoints may be particularly sensitive to circadian disruption, making consistent sleep-wake cycles especially important for maintaining stable thyroid function.
rs2052129
AOC1 (DAO) promoter variant
- Chromosome
- 7
- Risk allele
- T
Genotypes
Full DAO Expression — Normal DAO activity
Reduced DAO Expression — Reduced DAO - mild histamine sensitivity possible
Low DAO Expression — Significantly reduced DAO - histamine sensitivity likely
DAO - Your First Line of Defense Against Dietary Histamine
Diamine oxidase 11 DAO is a copper-containing amine oxidase that specifically degrades histamine by oxidizing it into imidazole acetaldehyde (DAO), encoded by the AOC1 gene on chromosome 7, is the primary enzyme responsible for breaking down histamine in your digestive tract. Every time you eat aged cheese, drink wine, or consume fermented foods, your gut releases DAO to neutralize the histamine these foods contain before it enters your bloodstream.
The Mechanism
The rs2052129 variant sits in the promoter region 22 The promoter is a DNA sequence upstream of a gene that acts as an on/off switch controlling how much of the gene's protein is made of AOC1, which controls how much DAO enzyme your body produces. The T allele reduces promoter activity, meaning less DAO protein is manufactured. With less enzyme available, dietary histamine is more likely to pass through the gut wall intact and enter circulation, where it can trigger a range of symptoms including headaches, flushing, nasal congestion, digestive upset, and skin reactions.
The Evidence
Multiple studies have linked this promoter variant to reduced serum DAO activity.
A landmark review by Maintz et al.33 Maintz et al.
Maintz L & Novak N. Histamine and Histamine Intolerance. Am J Clin Nutr, 2007 found that individuals homozygous for the T allele
had significantly lower plasma DAO levels compared to GG individuals. A subsequent
association study by the same group 44 Maintz et al. Association of single nucleotide polymorphisms in the diamine oxidase gene with diamine oxidase serum activities. Allergy, 2011
confirmed that serum DAO activity was significantly associated with seven SNPs within
the DAO gene, with rs2052129 showing one of the strongest effects. The clinical
relevance is well-established: low DAO activity is the most common mechanism behind
histamine intolerance, affecting an estimated 1-3% of the population. 55 Some researchers believe the true prevalence is higher, as many cases go undiagnosed due to overlapping symptoms with allergy and IBS
Practical Implications
If you carry the T allele, you may benefit from reducing high-histamine foods, particularly aged cheeses, red wine, cured meats, and fermented products like sauerkraut and kombucha. Freshness matters enormously - histamine accumulates in food over time, so eating freshly prepared proteins rather than leftovers can make a noticeable difference. DAO enzyme supplements taken with meals are available and can help bridge the gap for occasional high-histamine meals. Because DAO is a copper-dependent enzyme, ensuring adequate copper intake is also important.
The DAO-HNMT Connection
DAO handles histamine in the gut, while HNMT (see rs1050891 and rs11558538) handles histamine in your blood and tissues. If you have variants in both pathways, the combined effect can be substantial - a "double hit" 66 Two independent impairments in the same pathway compound to produce a much larger effect than either alone that makes histamine intolerance much more likely.
rs3745274
CYP2B6 516G>T
- Chromosome
- 19
- Risk allele
- T
Genotypes
Normal Metabolizer — Typical CYP2B6 enzyme activity
Intermediate Metabolizer — Moderately reduced CYP2B6 enzyme activity
Poor Metabolizer — Substantially reduced CYP2B6 enzyme activity
CYP2B6 516G>T — A Pharmacogenetic Variant with Wide-Ranging Drug Metabolism Effects
CYP2B6 is a liver enzyme responsible for metabolizing approximately 8% of prescription drugs, including
several critical medications for HIV, pain, depression, and cancer. Despite comprising only 1-4% of total
hepatic cytochrome P450 content, CYP2B6 is the primary metabolizer11 CYP2B6 is the primary metabolizer
CYP2B6 is the major catalyst of
metabolism for efavirenz, cyclophosphamide, bupropion, methadone, ketamine, and propofol
for numerous clinically important drugs. The 516G>T variant (also known as CYP2B6*9 or Q172H) is one of
the most common and clinically significant genetic variations in this gene, dramatically reducing enzyme
activity and leading to elevated drug levels and increased toxicity risk.
The Mechanism
The 516G>T polymorphism changes codon 172 from glutamine (Q) to histidine (H) in the CYP2B6 protein.
The variant triggers aberrant splicing22 The variant triggers aberrant splicing
Single nucleotide polymorphism c.516G>T is responsible for
decreased expression and activity of CYP2B6 in liver through aberrant splicing
during mRNA processing, resulting in transcripts that lack exons 4-6 and produce non-functional protein.
This splicing defect reduces both CYP2B6 mRNA and protein expression in the liver, with homozygous TT
carriers showing approximately 70% reduced enzyme activity compared to GG wild-type individuals. The
mechanism is dose-dependent: heterozygotes (GT) show intermediate reduction, demonstrating codominant
inheritance. This variant is found alone in CYP2B6*9 but also exists in combination with another SNP
(785A>G) in the more common CYP2B6*6 allele.
The Evidence
Haas et al. (2004)33 Haas et al. (2004)
Pharmacogenetics of efavirenz and central nervous system side effects: an Adult AIDS
Clinical Trials Group study studied 157 HIV-infected patients
and found homozygosity for 516G>T was present in 20% of African Americans versus 3% of European Americans.
The median 24-hour area under the curve of efavirenz was approximately 3-fold higher in TT homozygotes
versus GG homozygotes, with intermediate levels in GT heterozygotes. CNS side effects at week 1 were
significantly associated with the T allele (p = 0.036). This work established the clinical relevance of
the variant and led to CPIC Level A guidelines44 CPIC Level A guidelines
Clinical Pharmacogenetics Implementation Consortium
guideline for CYP2B6 and efavirenz-containing antiretroviral therapy
recommending dose reductions for TT carriers.
For methadone, Kharasch et al. (2015)55 Kharasch et al. (2015)
Methadone pharmacogenetics: CYP2B6 polymorphisms determine plasma
concentrations, clearance, and metabolism demonstrated that
516G>T genotype was the primary determinant of methadone disposition. In vitro studies showed
CYP2B6.6 enzyme activity66 CYP2B6.6 enzyme activity
Methadone N-demethylation by the common CYP2B6 allelic variant CYP2B6.6
toward methadone was reduced to one-third to one-fourth that of wild-type enzyme at clinically relevant
concentrations. Multiple studies have linked 516G>T with enhanced risk of methadone fatalities77 enhanced risk of methadone fatalities
Tell-Tale
SNPs: The Role of CYP2B6 in Methadone Fatalities due to
accumulation of (S)-methadone, which prolongs the QT interval and increases cardiac risk.
Population frequencies of the T allele vary dramatically by ancestry: approximately 43% in African populations, 28-30% in European and South Asian populations, 29% in Latino populations, and 18% in East Asian populations. This makes the variant one of the most ancestry-differentiated pharmacogenes.
Practical Implications
The 516G>T variant affects multiple drug classes. For HIV treatment with efavirenz, TT carriers experience substantially higher plasma concentrations, increasing risk of neuropsychiatric side effects including dizziness, insomnia, abnormal dreams, confusion, and suicidal ideation. CPIC guidelines recommend considering an alternative antiretroviral or reduced dose (400 mg or 200 mg instead of standard 600 mg daily) for intermediate and poor metabolizers.
For pain management with methadone, slower metabolism leads to drug accumulation, prolonged QT intervals, and increased risk of respiratory depression and cardiac arrhythmias. Dose adjustments and therapeutic drug monitoring are especially important. For depression treatment with bupropion, reduced conversion to the active metabolite hydroxybupropion may diminish antidepressant and smoking cessation efficacy.
For cancer chemotherapy with cyclophosphamide, the clinical implications are complex and substrate-dependent. While 516G>T reduces enzyme expression, some studies suggest the variant may actually increase cyclophosphamide bioactivation through alternative mechanisms, highlighting the substrate-specific nature of CYP2B6 pharmacogenetics.
Interactions
The 516G>T variant (CYP2B6*9) is frequently found in combination with the 785A>G variant, forming CYP2B6*6, the most common reduced-function haplotype globally. The compound effect of these variants produces more severe enzyme deficiency than either alone. Additionally, CYP2B6 activity is highly inducible by rifampin, efavirenz itself, and other drugs, which can partially overcome genetic deficiency but complicates dosing in patients on combination therapy. CYP2B6 polymorphisms may interact with variants in other metabolizing enzymes (CYP3A4, CYP2C19, CYP2D6) that serve as alternative pathways for some substrates, creating complex pharmacokinetic profiles that require careful clinical monitoring.
rs4073
IL8 -251A>T
- Chromosome
- 4
- Risk allele
- A
Genotypes
Low Inflammatory Response — Standard IL-8 transcription and baseline inflammatory response
Intermediate Inflammatory Response — Modestly elevated IL-8 production and slightly increased cardiovascular risk
High Inflammatory Response — Significantly elevated IL-8 production and increased cardiovascular risk
The Inflammatory Architect — How a Promoter Variant Shapes Your Cardiovascular Risk
Interleukin-8 (IL-8), also called CXCL8, is one of the body's most powerful
chemokines — chemical signals that recruit neutrophils and other immune cells
to sites of inflammation. This variant sits in the promoter region11 promoter region
The
promoter is the "on switch" for a gene, controlling how much protein gets
made of the IL8 gene at position
-251, where it directly influences how much IL-8 your cells produce when
triggered by inflammatory stimuli like bacterial endotoxin or tissue damage.
The A allele increases IL-8 transcription, leading to higher circulating
levels during inflammation — and potentially a greater cumulative inflammatory
burden over a lifetime.
This matters because chronic low-grade inflammation is now recognized as a
central driver of atherosclerosis, the process where arterial plaques form and
grow. IL-8 doesn't just mark inflammation; it actively participates in every
stage of atherosclerosis22 every
stage of atherosclerosis
From endothelial activation to plaque rupture and
thrombosis,
recruiting inflammatory cells into artery walls, promoting plaque instability,
and contributing to the acute events that cause heart attacks. Individuals
carrying the A allele may experience elevated IL-8 production throughout life,
translating to measurably higher cardiovascular risk — particularly in
populations of East Asian ancestry.
The Mechanism
The rs4073 variant is a T-to-A substitution located precisely at the
transcription factor binding site in the IL8 gene promoter. This position
overlaps with NF-κB and other transcription factor binding regions33 NF-κB and other transcription factor binding regions
NF-κB (nuclear factor kappa B) is the master regulator of inflammatory gene
expression that control
how strongly the gene responds to inflammatory signals. When your immune
system detects a threat — infection, tissue damage, oxidized LDL cholesterol
in artery walls — it activates NF-κB, which binds to the IL8 promoter and
turns on transcription.
The A allele alters this binding affinity, resulting in stronger transcriptional activation compared to the T allele. In vitro studies show that cells carrying the A allele produce significantly more IL-8 protein when stimulated with lipopolysaccharide44 significantly more IL-8 protein when stimulated with lipopolysaccharide, a bacterial toxin that mimics infection. This isn't a subtle difference — it's a meaningful shift in how aggressively your inflammatory machinery responds to triggers. The AA genotype consistently shows the highest IL-8 levels, AT shows intermediate levels, and TT shows the lowest.
Once secreted, IL-8 acts as a powerful neutrophil chemoattractant. It binds to CXCR1 and CXCR2 receptors on neutrophils and monocytes, guiding them along concentration gradients toward inflamed tissues. In the context of atherosclerosis, this means more immune cells infiltrating arterial plaques, releasing proteases that destabilize the fibrous cap, and increasing the risk of plaque rupture and thrombosis.
The Evidence
The cardiovascular implications of rs4073 have been rigorously studied in
multiple populations. A 2019 meta-analysis55 A 2019 meta-analysis
Wang et al., published in Medical
Science Monitor pooled data from
9 studies comprising 8,244 patients and found that the A allele was
significantly associated with increased coronary artery disease (CAD) risk
across multiple genetic models: dominant model (AA + AT vs TT) showed OR 1.42
(95% CI 1.16–1.76, P<0.001), recessive model (AA vs AT + TT) showed OR 1.30
(95% CI 1.12–1.52, P<0.001), and the homozygote model (AA vs TT) showed OR
1.59 (95% CI 1.21–2.08, P<0.001). The effect was strongest in East Asian
populations and absent in Caucasians, suggesting ethnic-specific modulation by
genetic background or environmental factors.
A second meta-analysis66 A second meta-analysis
Published in Gene, examining 3,752 cases and 4,219
controls confirmed these
findings: the AA genotype conferred a 26% increased risk of CAD compared to TT
(OR 1.26, 95% CI 1.01–1.56, P=0.037). The allelic model showed OR 1.14 (95% CI
1.02–1.27, P=0.02), and the recessive model showed OR 1.15 (95% CI 1.03–1.27,
P=0.01). Notably, the association was robust in East Asian subgroups but
inconsistent in Caucasians, with high heterogeneity in the latter group.
Population studies77 Population studies
North Indian case-control study, n=300 cases and 300
controls have replicated these
findings outside East Asia, demonstrating that the association is not limited
to a single ancestry but may be modified by population-specific haplotype
structure and environmental exposures. The A allele has also been linked to
higher IL-8 serum levels in Chinese sepsis patients and worse prognosis in
gastric cancer88 higher IL-8 serum levels in Chinese sepsis patients and worse prognosis in
gastric cancer, underscoring
its functional impact on inflammatory phenotypes across diseases.
Mechanistic studies99 Mechanistic studies
Biomarker meta-analyses including 175,778
individuals show that elevated
inflammatory markers, including IL-8, independently predict cardiovascular
events even after adjusting for traditional risk factors like LDL cholesterol
and blood pressure. This positions IL-8 as both a mechanistic contributor and
a prognostic biomarker, with genetic variants like rs4073 serving as lifelong
modulators of this pathway.
Practical Actions
For individuals carrying the A allele, the goal is to minimize cumulative
inflammatory burden through targeted diet, supplementation, lifestyle
modifications, and biomarker monitoring. Omega-3 fatty acids (EPA and DHA)1010 Omega-3 fatty acids (EPA and DHA)
Meta-analyses demonstrate consistent anti-inflammatory effects at 1–3 g/day
doses have been shown
to significantly reduce circulating IL-6, IL-1β, and TNF-α in randomized
controlled trials, with IL-6 decreasing by 22% after 8 weeks of EPA+DHA
supplementation. While IL-8 was not directly measured in these trials, the
omega-3 lipid mediators resolvin E1 and protectin D1 inhibit neutrophil
transendothelial migration and reduce IL-1β and TNF production — pathways that
directly intersect with IL-8 signaling.
Mediterranean dietary patterns1111 Mediterranean dietary patterns
Long-term PREDIMED trial showed sustained
reductions in inflammatory biomarkers
have demonstrated robust anti-inflammatory effects, including significant
reductions in plasma IL-8 levels after 3 years of adherence. The mechanisms
involve polyphenol-rich extra-virgin olive oil suppressing NF-κB signaling,
thereby reducing transcription of IL-8 and other pro-inflammatory cytokines.
Nuts, fatty fish, and abundant vegetables further contribute through
antioxidant and fiber-mediated pathways.
Aerobic exercise1212 Aerobic exercise
Systematic reviews of randomized controlled trials in
healthy adults produces
consistent reductions in IL-6, TNF-α, and CRP, with long-term training (>12
weeks) showing the most robust effects. Physical activity interventions
specifically reduce IL-8 biomarkers, likely through improved endothelial
function, enhanced mitochondrial efficiency, and reduced visceral adiposity.
Combined aerobic and resistance training appears optimal for lowering arterial
stiffness and inflammatory markers.
Statins, particularly atorvastatin and rosuvastatin1313 atorvastatin and rosuvastatin
Rosuvastatin 20 mg/day
more effective than atorvastatin 40 mg/day at lowering
CRP, exert potent
anti-inflammatory effects beyond their LDL-lowering action. Atorvastatin
markedly decreases NLRP3 inflammasome activation and plasma IL-1β and IL-18
levels. For individuals with the AA genotype and additional cardiovascular
risk factors, a statin may provide dual benefit: lipid reduction and
inflammation suppression.
Biomarker monitoring is particularly valuable. High-sensitivity CRP (hsCRP)1414 High-sensitivity CRP (hsCRP)
Strongly predicts recurrent cardiovascular events with linear risk between 1–5
mg/L
is the most validated inflammatory biomarker for cardiovascular risk
stratification. While IL-8 is not routinely measured clinically, hsCRP serves
as a proxy for systemic inflammation and can guide treatment intensity.
Individuals with elevated hsCRP despite optimal LDL may particularly benefit
from intensified anti-inflammatory interventions.
Finally, smoking cessation is non-negotiable1515 smoking cessation is non-negotiable
Smokers secrete significantly
higher IL-8 levels from whole blood ex
vivo. Smoking induces
chronic elevation of IL-8 and CRP, amplifying the genetic predisposition
conferred by the A allele. Heavy alcohol intake similarly increases
inflammatory burden, though moderate consumption (≤1 drink/day) may have
neutral or mildly anti-inflammatory effects.
Interactions
The IL-8 pathway does not act in isolation. Gene-gene interactions with IL-6
(rs1800795), TNF-α (rs1800629), and CRP gene variants1616 Gene-gene interactions with IL-6
(rs1800795), TNF-α (rs1800629), and CRP gene variants
IL-6 associations
remained significant after adjusting for CRP, but not vice
versa
modulate overall inflammatory tone. IL-6 receptor haplotypes, for instance,
regulate circulating levels of CRP, fibrinogen, IL-8, and soluble IL-6
receptor across multiple populations. Individuals carrying risk alleles in
multiple inflammatory genes may experience compounded effects, while protective
variants in one gene may partially offset risk from another.
Within the IL8 gene itself, rs4073 exists on haplotypes with rs2227307
(intron +396T>G) and rs2227306 (exon +781C>T)1717 rs2227307
(intron +396T>G) and rs2227306 (exon +781C>T)
.
The haplotype structure differs between East Asians and Caucasians, which may
partly explain the ethnic variation in disease associations. The rs2227306
variant, located in exon 1, influences IL-8 at both mRNA and protein levels,
potentially amplifying the transcriptional effects of rs4073 when inherited
together.
Post-surgical inflammation represents a clinically relevant interaction. IL-8 is a strong predictor of acute kidney injury and need for inotropic support following cardiac surgery1818 a strong predictor of acute kidney injury and need for inotropic support following cardiac surgery, correlating with cardiopulmonary bypass time and surgical complexity. Individuals with the AA genotype may experience exaggerated inflammatory responses to surgical trauma, warranting closer postoperative monitoring and potentially more aggressive perioperative anti-inflammatory strategies.
rs744373
BIN1
- Chromosome
- 2
- Risk allele
- G
Genotypes
Typical Alzheimer's disease risk from BIN1; no increased tau pathology
Moderately increased Alzheimer's risk; one copy of the tau-promoting variant
Highest BIN1-associated Alzheimer's risk; two copies of the tau-promoting variant
BIN1 — The Second Strongest Alzheimer's Risk Gene
After APOE ε411 APOE ε4
the strongest genetic risk factor for late-onset Alzheimer's disease, variants in the BIN1 (bridging integrator 1) gene represent the second most significant genetic influence on Alzheimer's disease risk. The rs744373 variant sits in a regulatory region upstream of BIN1 and is associated with an odds ratio of 1.17–1.19 for developing Alzheimer's disease22 odds ratio of 1.17–1.19 for developing Alzheimer's disease
replicated across multiple large genome-wide association studies, meaning G-allele carriers have roughly 17–19% increased risk compared to non-carriers. With a global allele frequency near 40%33 global allele frequency near 40%
making it one of the most common Alzheimer's risk variants, this variant affects a substantial portion of the population.
The Mechanism
BIN1 encodes a protein involved in clathrin-mediated endocytosis44 clathrin-mediated endocytosis
the cellular process of internalizing material from outside the cell, membrane remodeling, and regulation of the actin cytoskeleton. The rs744373 variant lies in an enhancer region that affects BIN1 expression levels in brain tissue55 enhancer region that affects BIN1 expression levels in brain tissue
expression quantitative trait loci analysis shows strong association, with the G risk allele associated with altered gene expression. In the brain, BIN1 plays critical roles in synaptic vesicle endocytosis and, crucially, in tau protein metabolism and the spread of tau pathology between neurons66 tau protein metabolism and the spread of tau pathology between neurons
BIN1 is found in tau-containing exosomes in cerebrospinal fluid.
The protein interacts directly with tau and influences its secretion and uptake via vesicle-mediated mechanisms77 vesicle-mediated mechanisms
preclinical studies show BIN1 modulates trans-neuronal tau spreading. Unlike APOE, which primarily affects amyloid-beta accumulation, BIN1 variants specifically influence tau pathology—the neurofibrillary tangles that are more directly correlated with neurodegeneration and cognitive decline in Alzheimer's disease.
The Evidence
Franzmeier et al. (2019) used tau-PET imaging to demonstrate that rs744373 risk-allele carriers88 Franzmeier et al. (2019) used tau-PET imaging to demonstrate that rs744373 risk-allele carriers
89 older individuals without dementia showed higher tau accumulation across brain regions corresponding to Braak stages II–VI, with the effect mediated through worse memory performance. Critically, BIN1 genotype was not associated with amyloid-PET uptake, confirming its specific role in tau pathology rather than amyloid accumulation.
A follow-up longitudinal study in two independent cohorts (ADNI n=153, BioFINDER n=63)99 A follow-up longitudinal study in two independent cohorts (ADNI n=153, BioFINDER n=63)
demonstrated BIN1 rs744373 risk-allele carriers show faster tau accumulation over time, particularly in the presence of elevated amyloid-beta. This interaction between BIN1 and amyloid suggests that BIN1 risk accelerates tau spread once the initial amyloid trigger is present, potentially explaining how these two pathologies converge to drive neurodegeneration.
Meta-analysis across 71,168 samples (22,395 AD cases and 48,773 controls)1010 Meta-analysis across 71,168 samples (22,395 AD cases and 48,773 controls)
confirmed the association in both Caucasian (OR=1.16) and pooled populations, though the effect appears stronger in European populations. The consistency across diverse populations and multiple independent studies has elevated BIN1 to an established risk locus with clinical validity1111 established risk locus with clinical validity
included in genetic risk score models for Alzheimer's prediction.
Cognitive testing in healthy individuals shows BIN1 GG homozygotes1212 Cognitive testing in healthy individuals shows BIN1 GG homozygotes
perform worse on high-load working memory tasks and show larger hippocampal volumes, suggesting compensatory changes occur even before clinical symptoms. Recognition memory appears particularly vulnerable, with BIN1 genetic effects stronger predictors than APOE in some studies1313 BIN1 genetic effects stronger predictors than APOE in some studies
among cognitively healthy older men.
Practical Implications
Unlike pharmacogenomic variants with clear medication adjustments, genetic Alzheimer's risk factors like BIN1 primarily inform risk assessment and motivate preventive strategies. Knowing your BIN1 genotype becomes most actionable when combined with other risk factors—particularly APOE status, family history, and cardiovascular health markers.
For individuals carrying one or two G alleles, the focus shifts to modifiable risk factors that reduce Alzheimer's risk across all genetic backgrounds. These include maintaining cardiovascular health through blood pressure control1414 maintaining cardiovascular health through blood pressure control
hypertension is a well-established modifiable risk factor for dementia, regular physical exercise which reduces tau pathology in animal models1515 regular physical exercise which reduces tau pathology in animal models
aerobic exercise shows protective effects in human observational studies, cognitive engagement, quality sleep (which facilitates clearance of both amyloid and tau1616 facilitates clearance of both amyloid and tau
glymphatic system function is impaired by poor sleep), and Mediterranean-style dietary patterns.
Given that BIN1 risk specifically accelerates tau accumulation in the presence of amyloid-beta, interventions that reduce amyloid burden—whether through lifestyle factors or, potentially, emerging anti-amyloid therapies—may be particularly relevant for BIN1 risk-allele carriers. However, genetic testing for BIN1 is not currently part of routine clinical practice, as the effect size is modest and there are no genotype-specific interventions.
Interactions
The most significant interaction is between BIN1 rs744373 and APOE genotype (determined by rs429358 and rs7412). While both are independent risk factors, studies show BIN1 risk effects are amplified in the presence of APOE ε41717 studies show BIN1 risk effects are amplified in the presence of APOE ε4
particularly for perivascular space enlargement in APOE ε4 carriers. The combined presence of BIN1 G alleles and APOE ε4 may represent a particularly high-risk genetic profile warranting aggressive risk factor modification.
BIN1 rs744373 shows interactions with rs7561528, another BIN1 variant1818 BIN1 rs744373 shows interactions with rs7561528, another BIN1 variant
haplotype analysis suggests compound effects within the BIN1 locus. Additionally, the mechanistic link between BIN1 and tau pathology suggests potential interactions with other tau-related genetic variants, though these have been less systematically studied than APOE interactions.
Interestingly, BIN1 rs744373 risk-allele carriers show lower rates of dyslipidemia (OR=0.56)1919 BIN1 rs744373 risk-allele carriers show lower rates of dyslipidemia (OR=0.56)
opposite to the increased dyslipidemia seen with APOE ε4, highlighting that these two major Alzheimer's risk genes may have distinct metabolic profiles. This could have implications for cardiovascular risk management strategies in individuals with different genetic risk profiles.
rs10156191
AOC1 (DAO) Thr16Met
- Chromosome
- 7
- Risk allele
- T
Genotypes
Normal DAO Structure — Normal DAO structure
One Structural Variant — One structural DAO variant
Reduced DAO Structure — Reduced DAO structure/function
DAO Structural Variant - When the Enzyme Itself Is Altered
While rs2052129 affects how much DAO enzyme your body makes, the Thr16Met 11 Threonine to methionine at position 16 variant (rs10156191) changes the actual structure of the enzyme protein. This is a missense mutation 22 A missense mutation changes one amino acid to another in the resulting protein that substitutes threonine with methionine at position 16, potentially altering the enzyme's ability to bind and degrade histamine.
The Mechanism
The amino acid change at position 16 occurs in a region of the protein that
influences its folding and copper-binding ability. DAO is a copper-dependent enzyme 33 DAO requires copper ions at its active site to catalyze the oxidation of histamine,
and structural changes near the active site can reduce catalytic efficiency. The
T allele produces an enzyme that is less effective at breaking down histamine, even
when produced in normal quantities. Ayuso et al.44 Ayuso et al.
Ayuso P et al. Genetic variability of human diamine oxidase. Pharmacogenet Genomics, 2007
found that carriers of the variant allele had reduced serum DAO activity compared
to non-carriers.
Clinical Significance
This variant is frequently studied alongside other AOC1 variants to determine
overall DAO haplotype status. Research by Maintz et al.55 Maintz et al.
Maintz L & Novak N. Histamine and Histamine Intolerance. Am J Clin Nutr, 2007 and others has shown that
carrying multiple DAO risk variants (across rs2052129, rs10156191, and rs1049793)
has an additive effect on reducing enzyme activity. An individual who is heterozygous 66 Heterozygous means carrying one normal and one variant copy of a gene
at all three positions may have more impaired DAO function than someone who is
homozygous at just one. The variant is notably more common in African populations
(T allele ~51%) compared to East Asian populations (~11%).
What This Means for You
If you carry the T allele here, evaluate your overall DAO status by considering all three AOC1 variants together. Mild impairment at one position can often be compensated, but compound impairment across multiple variants may tip the balance toward clinically meaningful histamine intolerance. Practical dietary strategies remain the same: fresh foods, low-histamine choices, and DAO supplements with meals if needed.
rs11136000
CLU
- Chromosome
- 8
- Risk allele
- C
Genotypes
Enhanced Protection — Two copies of the protective allele — optimized brain amyloid clearance
Intermediate Risk — One protective allele moderates Alzheimer's risk — average amyloid clearance capacity
High-Risk Genotype — Two copies of the Alzheimer's risk allele — reduced brain amyloid clearance capacity
Clusterin and Alzheimer's Disease Risk — A Genetic Window Into Brain Resilience
Clusterin (also known as apolipoprotein J11 apolipoprotein J
Clusterin is a multifunctional glycoprotein expressed throughout the body, with especially high levels in the brain) is a neuroprotective chaperone protein that plays a critical role in clearing toxic protein aggregates from the brain. This genetic variant, located deep within the CLU gene on chromosome 8p21.122 chromosome 8p21.1
The CLU gene spans approximately 20 kilobases and contains 9 exons, emerged from landmark genome-wide association studies in 2009 as the second strongest genetic risk factor for late-onset Alzheimer's disease after APOE ε4. The T allele provides protection33 T allele provides protection
Protective T allele associated with 14-16% reduced Alzheimer's risk per copy against cognitive decline, while the C allele increases vulnerability to neurodegeneration.
The Mechanism
rs11136000 sits in an intronic region of the CLU gene, meaning it doesn't change the amino acid sequence of the clusterin protein itself. Instead, this variant functions as a regulatory element44 regulatory element
Expression quantitative trait loci (eQTL) analysis reveals rs11136000 modulates CLU transcription that controls how much clusterin the brain produces. The T allele upregulates CLU expression in brain regions affected by Alzheimer's disease, particularly the temporal cortex and cerebellum, while paradoxically downregulating expression in healthy tissue. This context-dependent regulation suggests the protective T allele enhances the brain's compensatory response to amyloid-beta accumulation.
Clusterin acts as an extracellular chaperone55 extracellular chaperone
Clusterin prevents misfolded protein aggregation and facilitates clearance through the blood-brain barrier that binds to amyloid-beta peptides before they form toxic plaques. It escorts these proteins across the blood-brain barrier for removal, participates in microglial uptake via TREM266 microglial uptake via TREM2
TREM2 receptor on microglia binds clusterin-amyloid complexes for internalization, and modulates the inflammatory response around amyloid deposits. Higher clusterin levels in brain tissue correlate with better clearance of amyloid-beta, reduced neuritic dystrophy, and slower progression of cognitive impairment.
The Evidence
The discovery studies were published simultaneously77 published simultaneously
Two independent GWAS teams reported the same finding in October 2009 in Nature Genetics. Lambert and colleagues analyzed 2,032 French Alzheimer's patients and 5,328 controls, then replicated in 3,978 additional cases across four European countries, finding the T allele conferred an odds ratio of 0.86 (p=7.5×10⁻⁹). Harold's team independently confirmed the association with near-identical effect size in over 16,000 individuals.
Subsequent meta-analyses88 meta-analyses
Zhu et al. meta-analysis of 17 articles, 19,829 AD cases and 30,900 controls have consistently replicated the association in Caucasian populations. The effect is strongest in European ancestry groups (OR=0.87, 95% CI 0.85-0.90) and slightly weaker but still significant in Asian populations (OR=0.90, 95% CI 0.85-0.96). Importantly, recent integrated omics research99 integrated omics research
Multi-omics study combining GWAS, eQTL, transcriptome and proteome data demonstrated that the T allele's protective effect operates through increased clusterin expression in diseased brain tissue, providing a direct mechanistic link between genotype and disease risk.
The variant's effects extend beyond Alzheimer's disease. In Parkinson's disease cohorts1010 Parkinson's disease cohorts
5-year longitudinal study of drug-naive PD patients, individuals carrying the high-risk CC genotype showed lower baseline cognitive scores, faster cognitive decline, and accelerated cortical thinning in frontal and posterior regions compared to T allele carriers. The association with type 2 diabetes-related cognitive impairment1111 type 2 diabetes-related cognitive impairment
Study of 231 T2DM patients found rs11136000 CC genotype associated with MCI has also been documented, suggesting clusterin's role in neuroprotection transcends specific neurodegenerative pathways.
Practical Implications
While you cannot change your genetics, understanding your CLU genotype can inform proactive neuroprotective strategies1212 proactive neuroprotective strategies
Lifestyle interventions show greater benefit in individuals with genetic risk factors. The C allele increases Alzheimer's risk but represents a modifiable vulnerability through lifestyle factors that enhance brain clearance mechanisms and reduce amyloid burden.
For C allele carriers, prioritizing cardiovascular health is especially important because clusterin participates in lipid transport1313 clusterin participates in lipid transport
Clusterin functions as a lipid transport protein alongside APOE in the brain and cerebrovascular function directly impacts amyloid clearance efficiency. Regular aerobic exercise, Mediterranean-style dietary patterns rich in antioxidants, and management of vascular risk factors (hypertension, diabetes, high cholesterol) all enhance the brain's clearance pathways that clusterin facilitates.
Cognitive engagement and social interaction activate compensatory brain networks1414 compensatory brain networks
Neural reserve built through cognitive stimulation may offset genetic risk that can partially overcome genetic vulnerabilities. Learning new skills, maintaining strong social connections, and engaging in mentally challenging activities throughout life build cognitive reserve that delays symptom onset even when amyloid accumulates.
Interactions
The CLU variant interacts most significantly with APOE genotype. Individuals carrying both APOE ε4 (rs429358) and CLU CC genotypes face compounded Alzheimer's risk, as both genes participate in the same amyloid clearance pathway. APOE ε4 reduces amyloid clearance efficiency, while CLU CC may provide insufficient compensatory response. The combination warrants especially aggressive prevention strategies.
Other Alzheimer's risk variants including rs6656401 (CR1 gene, complement receptor involved in amyloid clearance) and rs3851179 (PICALM gene, clathrin-mediated endocytosis) operate through related cellular mechanisms. Individuals carrying multiple risk alleles across these genes may benefit from comprehensive genetic risk profiling to guide personalized prevention approaches. The cumulative effect of multiple risk variants in the amyloid clearance pathway suggests that interventions targeting this biological process may be particularly important for individuals with high polygenic risk.
rs13361189
IRGM −4299T>C
- Chromosome
- 5
- Risk allele
- C
Genotypes
Normal Autophagy Function — Normal IRGM expression and autophagy-mediated bacterial clearance
Mildly Reduced Autophagy — Moderately reduced IRGM expression, mildly elevated Crohn's disease risk
Reduced Autophagy Capacity — Significantly reduced IRGM expression, elevated Crohn's disease risk
The Autophagy Guardian — When Gut Immunity Falters
Your cells have a sophisticated waste disposal and defense system called autophagy — literally "self-eating" — that wraps up cellular debris, damaged organelles, and invading bacteria in membranous sacks and destroys them. IRGM (Immunity-Related GTPase M) acts as a master regulator of this process, especially in the gut, where it coordinates your intestinal cells' response to the trillions of bacteria living in your digestive tract.
The rs13361189 variant sits in a regulatory region 4,299 base pairs upstream of the IRGM gene11 4,299 base pairs upstream of the IRGM gene
This promoter position affects gene transcription, and it's in perfect linkage disequilibrium22 perfect linkage disequilibrium
Two variants are always inherited together with a 20-kilobase deletion that fundamentally alters how much IRGM your cells produce. This isn't just an academic curiosity — it's one of the strongest genetic risk factors for Crohn's disease, a chronic inflammatory bowel condition that affects millions worldwide.
The Mechanism
IRGM is a GTP-binding protein that functions as a platform for assembling the core autophagy machinery. When a bacterial cell enters your intestinal epithelium — either a pathogen breaching the barrier or a commensal bacterium that's wandered where it shouldn't — IRGM springs into action. It physically interacts with NOD2 and ATG16L133 physically interacts with NOD2 and ATG16L1
Two other major Crohn's disease risk genes, creating a molecular complex, recruiting the autophagy initiation proteins ULK1 and BECN1 to the invasion site.
IRGM also regulates mitochondrial dynamics44 regulates mitochondrial dynamics
It controls mitochondrial fission, which is necessary for autophagy, demonstrating differential affinity for the mitochondrial lipid cardiolipin and affecting mitochondrial fission — a process that turns out to be essential for autophagic control of intracellular bacteria like Mycobacterium tuberculosis.
The rs13361189 C allele (the risk variant) reduces IRGM expression by approximately 30-50%55 reduces IRGM expression by approximately 30-50%
Measured in whole blood and terminal ileum tissue in carriers. This reduction compromises the cell's ability to quickly wrap invading bacteria in autophagosomes, allowing bacterial persistence and triggering chronic inflammation as the immune system struggles to clear an infection it can't eliminate.
Intriguingly, the same variant also upregulates ZNF300P166 upregulates ZNF300P1
A long non-coding RNA adjacent to IRGM on chromosome 5, a long non-coding RNA that appears to further dysregulate the autophagy pathway, creating a cascade of altered gene expression affecting inflammation and immune response.
The Evidence
The association between IRGM variants and Crohn's disease emerged from genome-wide association studies77 genome-wide association studies
GWAS scan millions of genetic variants across thousands of people that identified rs13361189 as one of the strongest signals outside the MHC region, with a combined p-value of 2.1 × 10⁻¹⁰ — extraordinarily robust by genomic standards.
A meta-analysis of seven case-control studies88 meta-analysis of seven case-control studies
Including 3,093 Crohn's patients and 3,227 controls confirmed that the C allele increases Crohn's disease risk with a relative risk of 1.25 (95% CI: 1.04-1.50, P=0.016). In the dominant model (CT + CC versus TT), the relative risk is 1.21 (95% CI: 1.03-1.42, P=0.018). While these effect sizes might seem modest, they're clinically meaningful for a complex polygenic disease.
The population genetics tell a fascinating story: the C (risk) allele frequency is approximately 8% in Europeans but jumps to 44% in Africans and 43% in East Asians. Yet Crohn's disease remains primarily a disease of European ancestry populations, suggesting gene-environment or gene-gene interactions99 gene-environment or gene-gene interactions
The variant alone isn't sufficient — other factors must be present are required for disease manifestation.
Functional studies have demonstrated that IRGM-deficient cells show impaired autophagy1010 IRGM-deficient cells show impaired autophagy
Measured by accumulation of LC3-II and p62, autophagy markers and extended survival of intracellular bacteria including Mycobacterium tuberculosis, Salmonella, and adherent-invasive E. coli (AIEC) — a strain commonly found in Crohn's disease patients.
Perhaps most compelling, rs13361189 minor allele carriers show altered expression1111 rs13361189 minor allele carriers show altered expression
Of dozens of inflammation and autophagy genes beyond just IRGM of multiple genes regulating inflammation and autophagy in both blood and intestinal tissue, including reduced expression of genes involved in bacterial sensing (TLRs) and inflammatory regulation (cytokines), creating a systemic defect in immune homeostasis.
Practical Actions
If you carry one or two C alleles at rs13361189, your autophagy system is working at reduced capacity, particularly in your gut. This has implications beyond Crohn's disease risk — it affects how your body handles gut bacteria, clears cellular debris, and maintains the intestinal barrier.
Autophagy enhancement becomes a priority. Vitamin D is a potent autophagy inducer1212 Vitamin D is a potent autophagy inducer
Through the VDR receptor, it upregulates autophagy genes and specifically promotes intestinal autophagy while modulating gut microbiota. Maintaining adequate vitamin D levels (25-hydroxyvitamin D above 30 ng/mL, ideally 40-60 ng/mL) is particularly important for IRGM variant carriers.
Dietary strategies can support autophagy and reduce inflammatory triggers. A recent randomized controlled trial of fasting-mimicking diet1313 randomized controlled trial of fasting-mimicking diet
Five consecutive days per month of 700-1,100 calories in Crohn's patients showed that about two-thirds experienced improvement in symptoms, likely through autophagy induction and reduced inflammatory signaling. Even without formal fasting protocols, reducing ultra-processed foods, limiting red and processed meat, and emphasizing fiber from diverse plant sources can help maintain gut microbiome balance.
Butyrate-producing bacteria deserve special attention. People with IRGM variants show reduced abundance of Roseburia and Faecalibacterium1414 reduced abundance of Roseburia and Faecalibacterium
Key butyrate producers that support colonocyte health, bacteria that produce the short-chain fatty acid butyrate. Butyrate not only nourishes colonocytes but also induces autophagy through AMPK activation1515 induces autophagy through AMPK activation
AMPK inhibits mTOR, the master autophagy suppressor, partially compensating for reduced IRGM function. Resistant starch (found in cooked and cooled potatoes, rice, and legumes), inulin (from Jerusalem artichokes, chicory, garlic), and other fermentable fibers feed these beneficial bacteria.
Monitoring is important for C allele carriers, especially if you have digestive symptoms. Fecal calprotectin1616 Fecal calprotectin
A protein released by inflamed intestinal cells, measured in stool is a non-invasive marker of intestinal inflammation that's more specific than blood tests like CRP or ESR. If you have chronic digestive issues — particularly abdominal pain, diarrhea, or unexplained weight loss — request fecal calprotectin testing. Elevated levels (>150 μg/g) warrant gastroenterology referral and possible colonoscopy.
Omega-3 fatty acids (EPA and DHA) support both autophagy and anti-inflammatory signaling. While the evidence is mixed for omega-3s in established Crohn's disease, they may help maintain gut barrier function and reduce low-grade inflammation in at-risk individuals.
Interactions
IRGM doesn't work in isolation — it's part of an interconnected autophagy network1717 interconnected autophagy network
Including NOD2 (rs2066844, rs2066845, rs2066847) and ATG16L1 (rs2241880) that includes NOD2 and ATG16L1, two other major Crohn's disease susceptibility genes. NOD2 recognizes bacterial cell wall fragments (muramyl-dipeptide) and recruits ATG16L1 to the bacterial entry site at the plasma membrane, initiating autophagosome formation. IRGM promotes ubiquitination of the complex and assembly of the core autophagy machinery.
When you carry risk variants in multiple autophagy genes — such as IRGM rs13361189 plus NOD2 frameshift mutations (rs2066847) or ATG16L1 T300A (rs2241880) — the combined effect on Crohn's risk is multiplicative1818 combined effect on Crohn's risk is multiplicative
Each additional risk allele substantially increases disease susceptibility, not merely additive. A genetic interaction has been documented between rs13361189 and ATG16L1 rs2241880, with compound carriers showing markedly reduced bacterial clearance in functional studies.
The IRGM variant also affects response to certain treatments. While the data is limited, some studies suggest that ATG16L1 variants predict response to anti-TNF biologics1919 ATG16L1 variants predict response to anti-TNF biologics
IRGM variants may show similar patterns like adalimumab in Crohn's disease patients, though similar associations for IRGM variants specifically have not been as well characterized.
Beyond Crohn's disease, IRGM variants modify tuberculosis susceptibility2020 modify tuberculosis susceptibility
The same autophagy defect impairs clearance of Mycobacterium tuberculosis, with some studies showing protective effects against active TB progression in rs13361189 C carriers (OR 0.72, 95% CI 0.51-1.01 in Chinese populations), possibly due to altered cytokine responses. The variant also associates with altered risk for other infections where autophagy plays a role in pathogen control.
rs1572312
NFIA-AS2
- Chromosome
- 1
- Risk allele
- A
Genotypes
Enhanced Erythropoiesis — Genetically superior oxygen transport capacity
Moderate Erythropoiesis — Intermediate oxygen transport capacity with room for optimization
Standard Erythropoiesis — Lower genetic predisposition for hemoglobin mass, compensate through training and nutrition
NFIA-AS2 — The Elite Endurance Variant
The NFIA-AS2 gene encodes a long non-coding RNA11 long non-coding RNA
lncRNAs regulate gene expression without being translated into proteins, often controlling nearby genes through various mechanisms that regulates the NFIA transcription factor, which plays a crucial role in determining whether
hematopoietic stem cells become red blood cells or white blood cells. This SNP,
rs1572312, was discovered through a genome-wide association study22 genome-wide association study
GWAS: unbiased screen of the entire genome to identify genetic variants associated with a trait
of elite Russian endurance athletes and represents one of the most statistically
significant genetic markers for endurance performance yet identified.
The C allele at this position dramatically increases the likelihood of elite endurance athlete status. Among Olympic medalists in endurance events, 100% carried at least one C allele, with the CC genotype reaching 100% frequency — compared to just 78.6% in the general Russian population. This makes it one of the strongest genetic predictors of endurance capacity discovered to date.
The Mechanism
NFIA-AS2 is an antisense RNA33 antisense RNA
Antisense RNAs are transcribed from the opposite strand of a gene and can regulate that gene's expression through various mechanisms
positioned within the first intron of the NFIA gene. By regulating NFIA expression,
it influences a critical developmental decision: the choice between erythroid
(red blood cell) and granulocytic (white blood cell) lineages during
hematopoiesis44 hematopoiesis
Blood cell formation from hematopoietic stem cells in the bone marrow.
When NFIA is upregulated55 NFIA is upregulated
Research shows NFIA is markedly upregulated in erythroid cells while suppressed in granulocytic cells,
it accelerates erythropoiesis — the production of red blood cells — while
simultaneously suppressing granulopoiesis. This shifts the balance toward greater
red blood cell production. NFIA also controls beta-globin expression66 controls beta-globin expression
NFIA regulates the developmental switch from fetal to adult hemoglobin
and the transition from fetal to adult hemoglobin, ensuring efficient oxygen
transport in adult erythrocytes.
The rs1572312 variant sits in an intron of this regulatory RNA, likely affecting either its expression level, stability, or regulatory activity. The C allele appears to enhance the pro-erythropoietic signal, leading to higher baseline red blood cell production, increased hemoglobin mass, and greater oxygen-carrying capacity — all critical determinants of endurance performance.
The Evidence
The initial GWAS77 initial GWAS
Ahmetov II et al. Genome-wide association study identifies three novel genetic markers associated with elite endurance performance. Biol Sport, 2015
examined 1,140,419 SNPs in 80 elite Russian endurance athletes (Olympic-level
competitors in cross-country skiing, rowing, and long-distance running) and
validated findings in 218 endurance athletes versus 1,789 controls across Russian
and European populations. The C allele frequency was 95.5% in elite endurance
athletes compared to 89.8% in non-elite endurance athletes (P = 0.026), 88.8% in
Russian controls (P = 0.007), 90.6% in European controls (P = 0.020), and 86.2%
in power athletes (P = 0.0005).
The most striking finding: all 20 Olympic medalists in the study carried the CC genotype (100% vs 78.6% in controls, P = 0.021). No other genetic variant in exercise genomics has shown such strong association with elite status.
A follow-up study in 238 well-trained athletes88 follow-up study in 238 well-trained athletes
Malczewska-Lenczowska J et al. HIF-1α and NFIA-AS2 polymorphisms as potential determinants of total hemoglobin mass in endurance athletes. J Strength Cond Res, 2022
examined the physiological mechanism. Athletes with the CC genotype had
significantly higher:
- Total hemoglobin mass (tHbmass) in female athletes and cyclists
- Plasma volume and blood volume in cyclists
- Erythrocyte volume in male athletes and cyclists
- Aerobic performance measures in male cyclists
The genotype distribution varied by sport: male cyclists showed substantially higher A allele frequency compared to rowers and distance runners, suggesting different optimal genetic profiles for different endurance disciplines.
Practical Actions
Total hemoglobin mass is one of the strongest physiological determinants of
VO2max99 VO2max
Maximal oxygen uptake, the gold standard measure of aerobic fitness,
explaining 60-80% of individual variation in elite athletes. The NFIA-AS2 CC
genotype provides a fundamental advantage in oxygen transport capacity through
increased red blood cell production.
For individuals with the CC genotype, this translates to naturally higher hemoglobin levels and potentially superior response to endurance training and altitude exposure. For those with CA or AA genotypes, the lower baseline hemoglobin mass can be partially compensated through strategic training approaches: altitude training (natural or simulated), heat acclimatization protocols that stimulate plasma volume expansion, and ensuring optimal iron status to maximize the efficiency of existing erythropoiesis.
Regardless of genotype, regular monitoring of hemoglobin levels1010 monitoring of hemoglobin levels
Complete blood count (CBC) with hemoglobin, hematocrit, and red blood cell count
and iron status1111 iron status
Serum ferritin, iron, total iron binding capacity, and transferrin saturation
is essential for endurance athletes, as the demands of high-volume training can
deplete iron stores and suppress erythropoiesis even in genetically advantaged
individuals.
Interactions
NFIA-AS2 rs1572312 operates in the same biological pathway as other endurance-related
variants but at a different level. While ACTN3 R577X1212 ACTN3 R577X
rs1815739 affects muscle fiber type composition
and PPARGC1A Gly482Ser1313 PPARGC1A Gly482Ser
rs8192678 influences mitochondrial biogenesis,
NFIA-AS2 controls the oxygen transport system itself — the supply side of the
aerobic equation.
These variants likely show additive or synergistic effects: having favorable alleles at all three loci would combine efficient muscle contractile properties (ACTN3 XX for endurance), abundant mitochondria (PPARGC1A GG), and superior oxygen delivery (NFIA-AS2 CC). Conversely, unfavorable combinations might create mismatches — abundant mitochondria but insufficient oxygen delivery, or high oxygen-carrying capacity but poor muscular oxidative capacity.
The variant may also interact with altitude training response. Individuals with the CC genotype may experience greater hemoglobin mass increases during altitude exposure due to enhanced baseline erythropoietic capacity, though this hypothesis requires direct experimental testing.
rs1800872
IL10 -592 C>A
- Chromosome
- 1
- Risk allele
- A
Genotypes
High IL-10 Producer — Normal to high IL-10 production — standard inflammatory regulation
Intermediate IL-10 Producer — Moderately reduced IL-10 production — balanced inflammatory response
Low IL-10 Producer — Reduced IL-10 production — increased inflammatory susceptibility but modest cancer protection
IL-10 Production — Cardiovascular Anti-Inflammatory Control
Interleukin-10 (IL-10) is the body's master anti-inflammatory cytokine11 the body's master anti-inflammatory cytokine
IL-10 suppresses production of pro-inflammatory cytokines like TNF-α, IL-6, and IL-1β, acting as a critical brake on immune responses to prevent excessive inflammation. The IL10 gene on chromosome 122 chromosome 1
Located at 1q31-32, position 206,773,062 encodes this regulatory cytokine. The -592 C>A polymorphism (rs1800872) sits in the promoter region, functioning as a dimmer switch that determines how much IL-10 your cells produce when inflammation begins. Unlike rs1800896 (IL10 -1082), which is already documented in GoodGenes' immune-gut category, rs1800872 provides additional resolution on the IL-10 haplotype and captures distinct cardiovascular and metabolic inflammation angles.
The Mechanism
The -592 position is part of a highly polymorphic promoter region33 highly polymorphic promoter region
The three main IL10 promoter SNPs (-1082, -819, -592) exhibit strong linkage disequilibrium and form distinct haplotypes that forms three predominant haplotypes controlling IL-10 transcription: GCC (high producer), ACC (intermediate), and ATA (low producer). The A allele at -592 is a component of the ATA haplotype44 ATA haplotype
Associated with 2-4 fold reduction in IL-10 transcription, which causes considerably reduced promoter function and decreased IL-10 gene expression. The C-to-A exchange at position -592 disrupts transcription factor binding55 disrupts transcription factor binding
Affects binding sites that regulate how actively the gene is transcribed into mRNA, leading to lower IL-10 production in response to inflammatory stimuli.
The functional impact creates a paradoxical situation: higher IL-10 production generally suppresses inflammation66 higher IL-10 production generally suppresses inflammation
IL-10 downregulates synthesis of IL-1, IL-6, and TNF-α, which should be protective. However, in cardiovascular contexts, the AA genotype (low IL-10 producer) shows mixed associations—in some studies linked with increased atherosclerosis and coronary artery disease risk77 increased atherosclerosis and coronary artery disease risk
Chinese population study found A allele associated with CAD, OR varies by population, yet paradoxically also associated with elevated HDL cholesterol, reduced intima-media thickness, and less peripheral artery stenosis88 elevated HDL cholesterol, reduced intima-media thickness, and less peripheral artery stenosis
Russian study of acute coronary syndrome patients in certain populations. This complexity reflects IL-10's dual role: too little allows unchecked inflammation, but chronic elevation can signal uncontrolled inflammatory disease.
The Evidence
Cancer protection99 Cancer protection
Meta-analysis of 70 studies encompassing 16,785 cases and 19,713 controls provides the strongest evidence: the AA genotype confers moderately decreased cancer risk (OR 0.90, 95% CI 0.83-0.98) compared to CC. The protective effect is particularly strong in smoking-related cancers (OR 0.77) and Asian populations (OR 0.79)1010 smoking-related cancers (OR 0.77) and Asian populations (OR 0.79). The mechanism likely involves the balance between anti-tumor immunity (requires some inflammation to clear cancer cells) versus chronic inflammation (which promotes tumorigenesis). Lower IL-10 production in AA carriers may allow more effective immune surveillance of pre-malignant cells.
Cardiovascular associations are more nuanced. A Chinese case-control study1111 Chinese case-control study
326 CAD patients vs. 248 controls found the A allele associated with increased coronary artery disease risk, with AA genotype carriers showing higher risk of >50% stenosis. Yet a Russian study1212 Russian study
220 acute coronary syndrome patients found AA genotype carriers had elevated HDL cholesterol, reduced carotid intima-media thickness, lower frequency of peripheral artery stenosis, and—critically—increased IL-10 production despite the functional data suggesting the opposite. This paradox may reflect compensatory upregulation in the setting of active disease or population-specific genetic backgrounds.
The type 2 diabetes association is clearer. A North Indian study1313 North Indian study
260 T2DM patients vs. 280 controls found diabetes patients carried significantly more A alleles at -592 (25.6% vs. controls, P < 0.001). The mechanism involves chronic low-grade inflammation1414 mechanism involves chronic low-grade inflammation
Low serum IL-10 associated with increased T2DM and metabolic syndrome susceptibility—insufficient IL-10 allows persistent activation of inflammatory pathways that drive insulin resistance. Genotype-specific analysis showed CC genotype associated with T2DM1515 CC genotype associated with T2DM
Contrasting with AA's association with elevated HDL, while AA genotype paradoxically linked to both increased HDL and increased IL-10 in some cohorts.
In systemic lupus erythematosus1616 systemic lupus erythematosus
Iranian population study of 70 SLE patients vs. 211 controls, IL10 promoter polymorphisms including rs1800872 showed haplotype-dependent associations with disease activity and IL-10 levels. The complexity reflects IL-10's context-dependent effects: protective against inflammatory damage, yet high levels may indicate failure to resolve inflammation.
COVID-19 severity studies1717 COVID-19 severity studies
Brazilian and Egyptian cohort studies demonstrated that IL10 haplotypes (including -592) influence infection severity, with GCC haplotype homozygosity (high IL-10 producer) independently associated with severe disease (OR 2.77), possibly through excessive immunosuppression preventing viral clearance.
Practical Implications
Your genotype at -592 influences your baseline inflammatory regulation and may modulate risk for conditions ranging from cardiovascular disease to cancer to metabolic syndrome. The evidence suggests that IL-10 production exists in a Goldilocks zone—too little permits unchecked inflammation (atherosclerosis, insulin resistance), while chronic elevation signals inflammatory disease burden.
For cardiovascular health, the A allele shows population-specific and context-dependent effects. In some Asian populations it associates with increased CAD risk; in Eastern European populations with protective lipid profiles. The key insight: IL-10 is a marker of inflammatory tone, not a standalone risk factor. If you carry AA or AC genotypes, focus on anti-inflammatory dietary patterns1818 anti-inflammatory dietary patterns
Mediterranean diet consistently shows reductions in inflammatory markers including increased IL-10 rather than trying to "boost IL-10" in isolation.
For cancer risk, AA carriers show modest protection, particularly for smoking-related cancers. This isn't actionable in the sense of changing your genotype, but it underscores the importance of avoiding tobacco—the protective effect is stronger in smoking-exposed populations, suggesting lower IL-10 production may help clear pre-malignant cells in high-exposure settings.
For metabolic health, lower IL-10 production (AA genotype) may increase vulnerability to insulin resistance through chronic inflammatory signaling. Interventions that boost IL-101919 Interventions that boost IL-10
Curcumin, omega-3s, Mediterranean diet, and mind-body practices increase IL-10 include omega-3 fatty acids (EPA/DHA), curcumin supplementation, vitamin D optimization, and mind-body practices like meditation that have been shown to increase IL-10 while reducing pro-inflammatory cytokines2020 increase IL-10 while reducing pro-inflammatory cytokines
Mindfulness retreat study showed significant IL-10 increases and IL-6/IL-8 reductions.
Interactions
The -592 variant (rs1800872) works in concert with two other IL10 promoter SNPs: -1082 A>G (rs1800896)2121 -1082 A>G (rs1800896)
Already documented in GoodGenes' immune-gut category and -819 C>T (rs1800871). These three variants exhibit strong linkage disequilibrium2222 strong linkage disequilibrium
They travel together on chromosomes forming specific haplotype blocks and form haplotypes that determine IL-10 production capacity:
GCC haplotype (high IL-10 producer): -1082G / -819C / -592C — associated with elevated IL-10 secretion, which generally suppresses inflammation but in COVID-19 studies linked to severe disease2323 linked to severe disease
GCC homozygosity OR 2.77 for severe COVID, possibly through excessive immunosuppressionATA haplotype (low IL-10 producer): -1082A / -819T / -592A — associated with 2-4 fold reduced IL-10 transcription, linked to increased inflammatory disease susceptibility2424 linked to increased inflammatory disease susceptibility
Low IL-10 producer haplotype in multiple autoimmune and inflammatory conditions but potential cancer protectionACC haplotype (intermediate): -1082A / -819C / -592C — intermediate IL-10 production
Understanding your full IL-10 haplotype requires knowing all three positions. If you're AA at -592, you likely carry at least one copy of the low-producer ATA haplotype, particularly if you also carry AA at -1082 (rs1800896). The combined effect is stronger than either variant alone—haplotype analysis in Iranian SLE patients2525 Iranian SLE patients
Study of 70 patients vs. 211 controls showed haplotype associations with disease activity that weren't apparent from single-SNP analysis.
The interaction with environmental factors is critical. Mindfulness and stress reduction interventions2626 Mindfulness and stress reduction interventions
Meta-analysis of mind-body interventions across multiple inflammatory diseases significantly increase IL-10 production, potentially compensating for genetically low expression. Similarly, omega-3 supplementation2727 omega-3 supplementation
EPA specifically lowers TNF-α/IL-10 ratio and dietary patterns like the Mediterranean diet combined with curcumin2828 Mediterranean diet combined with curcumin
RCT in ulcerative colitis patients show synergistic effects on inflammatory markers including IL-10.
rs2287161
CRY1 3' Downstream G>C
- Chromosome
- 12
- Risk allele
- C
Genotypes
Standard Circadian & Metabolic Response — Normal CRY1 circadian and metabolic regulation
Intermediate Metabolic Sensitivity — Moderately increased sensitivity to diet composition and circadian disruption
High Metabolic & Circadian Sensitivity — Significantly increased sensitivity to diet composition, meal timing, and circadian disruption
CRY1 — The Metabolic Gatekeeper of Your Circadian Clock
Cryptochrome 1 (CRY1) is one of the core circadian clock genes that governs the 24-hour
rhythms of nearly every cell in your body. Unlike the better-known CLOCK11 CLOCK
core circadian
transcription factor and
PER genes22 PER genes
Period genes that form repressive complexes with CRY,
CRY1 serves a dual role: it is both a circadian repressor that shuts down CLOCK:BMAL1
transcription33 shuts down CLOCK:BMAL1
transcription
by competing with coactivators for binding to BMAL1's C-terminal
transactivation domain and a metabolic
regulator that directly controls hepatic glucose production44 hepatic glucose production
through FOXO1
degradation pathways.
The rs2287161 variant sits in a regulatory region 3' downstream of the CRY1 gene on
chromosome 12, likely affecting transcription factor binding55 transcription factor binding
predicted to alter
binding sites for multiple transcription factors in adipocytes and liver cells.
This variant doesn't change the protein itself but rather influences how much CRY1 is
produced and when — with profound effects on both circadian timing and metabolism.
The Mechanism
CRY1 acts as the molecular brake pedal of the circadian clock. During the day,
CLOCK:BMAL1 drives the expression of Period and Cryptochrome genes. As CRY1 protein
accumulates, it binds directly to both CLOCK and BMAL1 subunits66 binds directly to both CLOCK and BMAL1 subunits
forming the central
linchpin of vertebrate circadian repressive complexes,
shutting down its own transcription and closing the 24-hour feedback loop. Mutations
that enhance this repressive function — such as the familial CRY1Δ11 variant77 CRY1Δ11 variant
which
causes delayed sleep phase disorder by strengthening CRY1's grip on CLOCK:BMAL1 —
lengthen circadian period and delay sleep timing.
But CRY1's role extends far beyond sleep. In the liver, CRY1 is rhythmically expressed
and acts as a metabolic switch88 metabolic switch
activated by insulin-induced SREBP1c to suppress
gluconeogenesis. After a meal, rising
insulin triggers SREBP1c (a master regulator of lipid synthesis), which in turn
upregulates CRY1. Elevated CRY1 then promotes the degradation of FOXO1 — a
transcription factor that drives the expression of gluconeogenic genes like PEPCK and
G6Pase. This cascade ensures that the liver stops making glucose when you've just
eaten. When CRY1 is deficient or dysregulated, this metabolic brake fails, leading to
hepatic insulin resistance99 hepatic insulin resistance
with upregulation of pathways that impede insulin
signaling and exacerbate FOXO1-driven gluconeogenesis.
The rs2287161 C allele appears to subtly alter this regulatory balance. While the exact
molecular consequence is still being mapped, studies show that CC homozygotes display
higher fasting blood sugar, higher BMI, and lower HDL1010 higher fasting blood sugar, higher BMI, and lower HDL
compared to GG carriers,
and the effects are strikingly dependent on diet composition.
The Evidence
The most compelling evidence for rs2287161 comes from gene-diet interaction studies.
In a landmark 2014 study1111 landmark 2014 study
Garaulet et al. CRY1 circadian gene variant interacts
with carbohydrate intake for insulin resistance in two independent populations:
Mediterranean and North American. Cell Metabolism, 2014
involving 1,548 participants from Mediterranean and North American cohorts, researchers
found a striking interaction: an increase in the proportion of carbohydrate intake led
to a significant increase in HOMA-IR (a measure of insulin resistance) and fasting
insulin, and a decrease in QUICKI (insulin sensitivity), exclusively among CC
homozygotes. GG and GC carriers showed no such metabolic penalty from higher
carbohydrate intake. The effect size was substantial — for every 10% increase in
carbohydrate as a percentage of total energy intake, CC carriers experienced a 0.2-unit
increase in HOMA-IR (p = 0.003 in the meta-analysis).
A 2021 Iranian study1212 2021 Iranian study
Ranjbar et al. Variants of the CRY1 gene may influence the
effect of fat intake on resting metabolic rate in women with overweight or obesity.
BMC Endocrine Disorders, 2021 (n = 377
women with overweight/obesity) found that high fat intake combined with the CC or GC
genotypes was associated with significantly lower resting metabolic rate (RMR) per
fat-free mass (p = 0.05) and RMR per BMI (p = 0.02), along with higher fasting blood
sugar (p = 0.04). The authors concluded that CRY1 genotype modulates the metabolic
response to dietary fat, with C allele carriers showing blunted metabolic rate when fat
intake is high.
Beyond glucose and metabolism, the C allele also affects mood and circadian timing. A
Chinese case-control study1313 Chinese case-control study
Hua et al. CRY1 and TEF gene polymorphisms are
associated with major depressive disorder in the Chinese population. Journal of
Affective Disorders, 2014 (n = 105 MDD
cases, 485 controls) found that MDD patients had a significantly higher frequency of
the C allele and CC genotype compared to controls (OR not reported, but p < 0.05).
Mechanistic analysis suggested that rs2287161 acts through circadian phase advance1414 circadian phase advance
shifting the clock earlier, which paradoxically increases MDD risk in certain
populations, potentially through
misalignment between internal rhythms and social schedules.
Interestingly, the C allele is not uniformly detrimental. A 2021 cross-sectional
study1515 2021 cross-sectional
study
Sadeghian et al. Variants in circadian rhythm gene CRY1 interact with healthy
dietary pattern for serum leptin levels. Clinical Nutrition Research, 2021
found a significant gene-diet interaction: among participants following a healthy
dietary pattern (high in vegetables, fruits, whole grains, low in processed foods),
CC carriers had lower BMI and lower serum leptin compared to GG carriers (p = 0.034
for BMI). This suggests that the C allele's metabolic effects are highly context-dependent —
protective in the context of a high-quality diet, harmful in the context of high
carbohydrate or high fat intake.
Population genetics reveal that the C allele is common globally (minor allele frequency ~40%), with slight variation across ancestries. This suggests the variant is under balancing selection — likely because its effects depend so strongly on environmental context (diet, light exposure, meal timing).
Practical Actions
The key takeaway: if you carry one or two copies of the C allele, your metabolism is more sensitive to diet composition and timing. High carbohydrate intake and high fat intake both appear to exacerbate insulin resistance and metabolic dysfunction in C carriers, while a balanced, nutrient-dense dietary pattern mitigates these risks.
For sleep and mood, the C allele may subtly shift circadian phase, potentially contributing to mood dysregulation or seasonality. This makes consistent sleep-wake schedules, morning light exposure, and avoidance of late-night eating especially important for C carriers.
Interactions
CRY1 rs2287161 sits at the intersection of circadian rhythm genetics and metabolic regulation, interacting with multiple dietary and lifestyle factors.
Gene-gene interactions: CRY1 works in concert with other core clock genes including
CLOCK rs18012601616 CLOCK rs1801260
3111T>C variant affecting evening preference and sleep
duration, PER2 rs23046721717 PER2 rs2304672
regulatory
variant influencing circadian timing, and
PER3 rs2286971818 PER3 rs228697
Pro864Ala affecting chronotype.
While no specific compound heterozygosity studies exist yet for rs2287161 + other clock
gene variants, the biological pathway suggests that carrying risk alleles in multiple
clock genes may compound circadian and metabolic dysfunction. For instance, a CC carrier
at rs2287161 who also carries the CLOCK 3111C risk allele (associated with delayed
sleep and shorter sleep duration) may experience amplified insulin resistance when
eating late at night — a scenario where both circadian disruption (CLOCK) and metabolic
dysregulation (CRY1) converge.
Gene-diet interactions (established): The rs2287161 genotype fundamentally changes how the body responds to macronutrient composition. CC homozygotes show insulin resistance specifically when carbohydrate intake is high (>50% of energy), and show lower resting metabolic rate when fat intake is high. Conversely, CC carriers following a balanced, whole-foods diet (measured by Alternative Healthy Eating Index or similar) show better metabolic outcomes than GG carriers — lower BMI, lower leptin, reduced cardiovascular risk factors.
Gene-meal timing interactions (probable but unstudied): Given CRY1's role in
hepatic glucose production and its known interaction with MTNR1B rs108309631919 MTNR1B rs10830963
melatonin
receptor variant that impairs insulin secretion when meals are eaten late,
it is plausible that rs2287161 CC carriers are particularly vulnerable to late-night
eating. This interaction has not been formally tested but is mechanistically supported
by CRY1's role in suppressing gluconeogenesis upon insulin signaling.
Gene-light exposure interactions (mechanistic): As a core clock gene, CRY1 is entrained by light. The rs2287161 variant may alter sensitivity to light-based circadian entrainment, though this has not been directly tested. If the C allele causes subtle phase advance (as suggested by the depression studies), morning light exposure may be especially important for C carriers to maintain proper alignment with social schedules.
rs33972313
SLC23A1 Val264Met
- Chromosome
- 5
- Risk allele
- T
Genotypes
Normal Transporter — Normal vitamin C transport — SVCT1 functions at full capacity
Reduced Transporter — One reduced-function copy — lower plasma vitamin C by ~6 umol/L
Significantly Reduced Transporter — Two reduced-function copies — substantially lower vitamin C absorption and retention
SLC23A1 Val264Met — Your Vitamin C Transporter
Vitamin C cannot be made by the human body. Every microgram of
ascorbate11 ascorbate
The biologically active, ionized form of ascorbic acid at physiological pH
in your blood got there by being eaten and then actively transported across
your intestinal lining and conserved by your kidneys. The gene SLC23A1
encodes SVCT122 SVCT1
Sodium-dependent Vitamin C Transporter 1 — a 12-transmembrane-domain protein expressed on the apical surface of intestinal and kidney epithelial cells,
the transporter protein responsible for both of these steps. A single
nucleotide change at position 264 swaps valine for methionine in the
transporter, reducing its efficiency and measurably lowering circulating
vitamin C levels.
The Mechanism
SVCT1 is an apical membrane33 apical membrane
The cell surface facing the intestinal lumen or kidney tubule, where nutrients are absorbed from
transporter that uses the sodium gradient to drive ascorbic acid into
intestinal epithelial cells and kidney tubule cells. In the intestine it
mediates dietary vitamin C absorption; in the kidney it reclaims filtered
ascorbate before it can be lost in urine. The Val264Met substitution
occurs in the protein's core transmembrane region, likely altering the
conformational changes needed for the transport cycle. In vitro studies
show the variant transporter moves ascorbate at roughly
40-50% reduced capacity44 40-50% reduced capacity
Eck P et al. Genomic and functional analysis of the sodium-dependent vitamin C transporter SLC23A1-SVCT1. Genes Nutr, 2007
compared to the wild-type protein.
Knockout mouse studies55 Knockout mouse studies
Corpe CP et al. Vitamin C transporter Slc23a1 links renal reabsorption, vitamin C tissue accumulation, and perinatal survival in mice. J Clin Invest, 2010
dramatically illustrate SVCT1's importance: mice completely lacking
Slc23a1 excrete 18 times more ascorbate in their urine, and 45% of pups
die perinatally from vitamin C depletion. Humans carrying Val264Met
have a far milder effect — they still absorb and reabsorb vitamin C,
just less efficiently.
The Evidence
The definitive human study is a
meta-analysis of five independent UK cohorts66 meta-analysis of five independent UK cohorts
Timpson NJ et al. Genetic variation at the SLC23A1 locus is associated with circulating concentrations of L-ascorbic acid (vitamin C): evidence from 5 independent studies with >15,000 participants. Am J Clin Nutr, 2010
totaling 15,087 participants. Each copy of the T allele was associated
with a 5.98 umol/L reduction in plasma vitamin C (95% CI: -8.23 to
-3.73; P = 2.0 x 10-7). Heterozygotes had roughly 24% lower plasma
vitamin C than homozygous normal individuals. The effect was consistent
across all five cohorts, ranging from -4.15 umol/L in the discovery
cohort to -8.31 umol/L in the EPIC-Norfolk study.
For context, adequate plasma vitamin C is generally considered to be above 28 umol/L, with levels below 11 umol/L indicating deficiency. A reduction of ~6 umol/L per allele is clinically meaningful in people whose dietary intake is already marginal — it can push borderline-adequate levels into the insufficient range.
The variant has also been used as a genetic instrument in
Mendelian randomization studies77 Mendelian randomization studies
Wade KH et al. Variation in the SLC23A1 gene does not influence cardiometabolic outcomes to the extent expected given its association with L-ascorbic acid. Am J Clin Nutr, 2015
to test whether vitamin C causally protects against cardiovascular disease.
Despite strong observational correlations between higher vitamin C and
better cardiometabolic profiles, the genetic evidence showed no causal
relationship — the observational associations are likely due to confounding
(people who eat more fruit and vegetables tend to be healthier overall).
A similar Mendelian randomization in
106,147 individuals88 106,147 individuals
Kobylecki CJ et al. Genetically high plasma vitamin C and urate: a Mendelian randomization study. Rheumatology, 2018
found no causal link between genetically determined vitamin C levels and
plasma urate or gout risk.
Practical Implications
The Val264Met variant is relatively rare — only about 3-4% of Europeans carry one copy, and homozygotes are extremely uncommon (<0.5%). Among people of African descent the T allele is somewhat more common (~6%), while it is rarer in East Asian (~1.2%) and South Asian (~1.5%) populations.
For carriers, the key takeaway is straightforward: your body is less efficient at absorbing and retaining vitamin C, so you may need to be more intentional about intake. This does not mean megadosing — vitamin C absorption has a saturation ceiling regardless of genotype. It means ensuring you consistently get enough through diet (citrus, berries, bell peppers, broccoli, kiwi) or a modest daily supplement (200-500 mg ascorbic acid), and being aware that your baseline plasma levels will run lower than someone with the same diet but normal SVCT1 function.
Smokers and people with high oxidative stress should pay particular attention, since smoking independently lowers vitamin C levels. If you carry this variant and smoke, or have a diet low in fruits and vegetables, your plasma ascorbate may dip into the deficiency range.
Interactions
SLC23A1 works alongside
SLC23A299 SLC23A2
Encodes SVCT2, a vitamin C transporter expressed in metabolically active tissues (brain, adrenals, eyes). Unlike SVCT1, which controls whole-body homeostasis, SVCT2 handles local tissue-level vitamin C delivery,
which encodes the tissue-level vitamin C transporter SVCT2. Variants
in both transporters could theoretically compound the effect on vitamin C
status, though this specific interaction has not been well studied. In
the EPIC cohort, both rs33972313 (SLC23A1) and SLC23A2 variants
(rs6053005, rs6133175) independently predicted plasma vitamin C levels,
suggesting additive effects on vitamin C homeostasis.
rs3918290
DPYD *2A
- Chromosome
- 1
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal DPD enzyme activity — standard fluoropyrimidine dosing is safe
Intermediate Metabolizer — 50% reduced DPD activity — requires 50% dose reduction to prevent life-threatening toxicity
Poor Metabolizer — Complete DPD deficiency — fluoropyrimidines are contraindicated and potentially fatal
DPYD*2A — The Most Critical Pharmacogenomic Variant
DPYD encodes dihydropyrimidine dehydrogenase (DPD), the rate-limiting enzyme11 rate-limiting enzyme
DPD catabolizes 80-90% of administered 5-fluorouracil into inactive metabolites responsible for breaking down fluoropyrimidine chemotherapy drugs. The DPYD*2A variant (also known as IVS14+1G>A) is a 22 G-to-A transition at the invariant splice donor site of intron 14, causing complete skipping of exon 14 splice site mutation that results in complete loss of enzyme function. This is the single most important pharmacogenomic variant to test before starting fluoropyrimidine-based cancer treatment.
The Mechanism
The DPYD gene spans 950 kb on 33 chromosome 1p22 with 23 coding exons encoding the 1025 amino acid DPD enzyme chromosome 1. The *2A variant occurs at the 44 The +1 position of the splice donor site — the invariant GT dinucleotide essential for proper mRNA splicing splice donor site immediately after exon 14, disrupting the normal splicing machinery. Without the correct splice signal, the entire exon 14 (165 base pairs) is 55 RT-PCR analysis on patient RNA demonstrated complete exon 14 skipping resulting in an in-frame deletion of 55 amino acids skipped during mRNA processing, producing a truncated, catalytically inactive protein.
Functional studies66 Functional studies
Patient fibroblasts homozygous for *2A showed undetectable DPD enzyme activity; heterozygotes had approximately 50% activity have confirmed that homozygous *2A carriers have zero measurable DPD activity, while heterozygous carriers retain approximately 50% of normal enzyme function. Without sufficient DPD to metabolize fluoropyrimidines, these drugs accumulate to toxic levels, causing severe bone marrow suppression, gastrointestinal toxicity, and in 2-4% of variant carriers receiving standard doses, 77 death.
The Evidence
The clinical significance of DPYD*2A is 88 supported by CPIC Level 1A evidence: variant-specific prescribing guidance in current clinical guidelines with PharmGKB Level 1A annotation thoroughly established across multiple lines of evidence. A 2021 meta-analysis99 A 2021 meta-analysis
Pooled data from 13,929 patients showing carriers had 25.6-fold increased risk of treatment-related death (95% CI 12.1-53.9) of 13,929 cancer patients found that *2A carriers receiving standard-dose fluoropyrimidines had a 25.6-fold increased risk of treatment-related death compared to non-carriers. Without dose adjustment, heterozygous *2A carriers experience severe toxicity in 1010 73-77% of cases, compared to 20-30% in the general population.
Prospective implementation trials1111 Prospective implementation trials
Henricks et al. 2018 study of 1,103 patients with pre-treatment DPYD genotyping and dose adjustment have proven that genotype-guided dosing solves this problem. In a landmark 2018 study of 1,103 patients, preemptive 50% dose reduction in *2A carriers reduced severe toxicity from 73% to 31% — nearly normalizing risk to that of non-carriers. Critically, 1212 matched pair analysis showed no difference in overall survival or progression-free survival between dose-reduced carriers and full-dose non-carriers survival outcomes remained equivalent: dose-reduced *2A carriers had the same overall survival and progression-free survival as non-carriers receiving full doses.
Based on this evidence, the Clinical Pharmacogenetics Implementation Consortium1313 Clinical Pharmacogenetics Implementation Consortium
CPIC 2017 guideline with 2018 update recommending 50% dose reduction for intermediate metabolizers (CPIC) issued Level A guidelines in 2017 (updated 2018) for DPYD-guided fluoropyrimidine dosing. The 1414 European Medicines Agency mandated DPD testing before fluoropyrimidine treatment in 2020; UK NHS implemented national DPYD testing in 2020 European Medicines Agency (2020) and UK National Health Service (2020) now mandate or strongly recommend pre-treatment DPYD testing.
Practical Implications
If you are being prescribed 5-fluorouracil (5-FU), capecitabine (Xeloda), or tegafur for cancer treatment, DPYD genotyping is essential before starting therapy. These drugs are backbone treatments for colorectal, breast, gastric, pancreatic, and head-and-neck cancers. The standard approach is straightforward:
For heterozygous (*2A) carriers (AG genotype): Start at 50% of the standard dose, then titrate upward based on tolerability and therapeutic drug monitoring. Your oncologist should measure 5-FU plasma levels to ensure you're achieving therapeutic concentrations without toxicity. Most carriers can eventually increase to 65-80% of standard doses.
For homozygous carriers (AA genotype) or compound heterozygotes: Fluoropyrimidines are 1515 FDA label states no dose of fluorouracil has been proven safe in individuals with absent DPD activity contraindicated — no dose has been proven safe. Your oncologist must choose an alternative chemotherapy regimen. There is an 1616 FDA-approved antidote uridine triacetate for emergency rescue from 5-FU overdose FDA-approved antidote (uridine triacetate) for emergency overdose situations, but prevention through genotyping is far preferable.
Testing is now routine in Europe but remains inconsistent in North America. If your oncologist hasn't ordered DPYD testing, request it explicitly. Most genetic testing companies offer targeted DPYD panels covering *2A plus the other three clinically actionable variants (c.1679T>G, c.2846A>T, c.1236G>A/HapB3). Turnaround time is typically 2-5 days. The test is cost-effective: preventing even one case of severe toxicity saves $155,000-180,0001717 $155,000-180,000
Cost of managing severe fluoropyrimidine toxicity including hospitalization and rescue therapy in healthcare costs compared to ~$160-250 for genotyping.
Interactions
DPYD*2A is one of four "high-priority" DPYD variants routinely tested before fluoropyrimidine therapy. The other three are rs55886062 (DPYD*13, c.1679T>G), rs67376798 (c.2846A>T), and rs75017182 (HapB3 haplotype). Each contributes additively to DPD deficiency. Approximately 0.07% of patients are compound heterozygotes, carrying two different DPYD risk variants simultaneously. In compound heterozygous states (e.g., *2A plus c.2846A>T), the combined enzyme deficiency may approach homozygous levels, requiring fluoropyrimidine avoidance rather than dose reduction. If testing reveals multiple DPYD variants, discuss with your oncology team immediately — this dramatically changes dosing strategy.
Some cancer centers also test for rare variants like c.557A>G (more common in individuals of African ancestry) or perform DPYD sequencing to capture novel loss-of-function mutations. While *2A, *13, c.2846A>T, and HapB3 account for the majority of predicted DPD deficiency, additional variants continue to be discovered.
rs1049793
AOC1 (DAO) His645Asp
- Chromosome
- 7
- Risk allele
- G
Genotypes
Normal DAO Activity — Normal DAO at this position
Mildly Reduced DAO — One DAO structural variant
Significantly Reduced DAO — Reduced DAO activity at this position
DAO His645Asp - The Third Piece of the DAO Puzzle
The His645Asp 11 Histidine to aspartic acid at position 645 variant (rs1049793) is the third major functional variant in the AOC1 gene encoding diamine oxidase. This missense mutation replaces histidine with aspartic acid at position 645, which sits near the enzyme's catalytic domain.
The Mechanism
Position 645 is in a region of the DAO protein that contributes to substrate
binding and catalytic turnover. The aspartic acid substitution 22 Histidine is positively charged at physiological pH while aspartic acid is negatively charged, dramatically changing local electrostatics (G allele) alters
the local charge distribution, potentially affecting how efficiently the enzyme
captures and degrades histamine molecules. Like the other DAO structural variants,
this change reduces the enzyme's overall effectiveness. Ayuso et al.33 Ayuso et al.
Ayuso P et al. Genetic variability of human diamine oxidase. Pharmacogenet Genomics, 2007
showed that heterozygous carriers had 34% reduced DAO activity and homozygous carriers
had 49% reduced activity compared to non-carriers.
Combined DAO Status
The three major AOC1 variants (rs2052129, rs10156191, and rs1049793) together determine your overall DAO capacity. Research has demonstrated that these variants are partially independent - you can carry risk alleles at one position but not others. This means your total DAO function is best assessed by looking at all three variants together, rather than any single one in isolation.
Population Variation
This variant shows substantial population differences. The G allele frequency is approximately 30% in Europeans but reaches 49-54% in East Asian, South Asian, and African populations. This means reduced DAO activity at this position is more common in non-European populations.
Practical Guidance
The dietary strategies for managing reduced DAO function are consistent regardless of which specific variant is responsible: minimize high-histamine foods, prioritize freshness, and consider DAO supplementation with meals when consuming foods that are known histamine triggers. Importantly, histamine intolerance symptoms can wax and wane depending on your total histamine load 44 Your histamine load is the sum of all histamine from diet, gut bacteria, allergic reactions, and internal production at any given time from food, environment, stress, and hormonal fluctuations.
rs3197999
MST1 R689C
- Chromosome
- 3
- Risk allele
- A
Genotypes
Normal MSP Function — Standard macrophage-stimulating protein activity
Intermediate Immune Response — One copy of the enhanced macrophage activation variant
Enhanced Immune Activation — Two copies of the gain-of-function variant with significantly elevated IBD risk
A Genetic Crossroads Between Gut Immunity and Inflammatory Disease
Your MST1 gene encodes macrophage-stimulating protein (MSP), a critical regulator
of innate immune responses11 innate immune responses
The first-line defense system that responds to
pathogens without prior exposure
to bacterial challenges in the gut. The rs3197999 variant causes an arginine-to-cysteine
substitution at position 689 (R689C) in the protein, located within a critical
receptor-binding domain that determines how effectively MSP activates immune cells.
This variant sits at the intersection of immune surveillance and inflammatory disease.
It's one of the most consistently replicated genetic risk factors22 It's one of the most consistently replicated genetic risk factors
Confirmed across
multiple populations and study designs
for inflammatory bowel disease (IBD) and primary sclerosing cholangitis (PSC),
appearing in genome-wide association studies with odds ratios of 1.20 for IBD
and 1.51 for PSC. Unlike many genetic variants that simply reduce protein function,
the Cys689 variant actually enhances certain aspects of macrophage activity—a
gain of function that paradoxically increases inflammation risk.
The Mechanism
MSP is secreted primarily by the liver and circulates in blood as an inactive
precursor. When cleaved by proteases at sites of tissue injury or bacterial invasion,
it becomes biologically active and binds to the RON receptor tyrosine kinase on
macrophages, epithelial cells, and other immune cells33 epithelial cells, and other immune cells
RON is expressed in
tissues throughout the body but especially abundant in gut-associated immune
cells. This triggers signaling cascades
that regulate chemotaxis (cell migration toward infection sites), phagocytosis
(engulfment of bacteria), and cytokine production.
The R689C substitution occurs in the serine protease homology domain44 occurs in the serine protease homology domain
This domain
forms the receptor-binding surface but is catalytically inactive—MSP is a
"dead" protease that retained its binding structure
of the MSP β-chain. Functional studies using macrophage-like cell lines showed
that the Cys689 variant significantly increases the stimulatory effect55 significantly increases the stimulatory effect
Enhanced chemotaxis and proliferation compared to wild-type Arg689
of MSP on chemotaxis and proliferation. This gain of function suggests the variant
creates a hyperactive immune response—macrophages migrate more aggressively and
respond more vigorously to bacterial signals.
Paradoxically, individuals with the AA genotype have approximately 10-fold lower
MSP binding affinity66 approximately 10-fold lower
MSP binding affinity
Measured in receptor-binding assays
to RON and profoundly decreased serum MSP levels. The mechanism appears to involve
altered protein stability or secretion efficiency. So the variant simultaneously
increases cellular responsiveness when MSP binds but reduces overall circulating
MSP—a complex functional profile that may dysregulate normal immune homeostasis
in the gut.
The Evidence
The initial discovery came from gene-centric mapping77 The initial discovery came from gene-centric mapping
Rather than unbiased GWAS,
this study specifically targeted chromosome 3p21 based on prior linkage
evidence of the 3p21 IBD linkage
region in 2008. Fisher and colleagues identified rs3197999 with P=3.62×10⁻⁶
in a combined screen of 1,020 IBD patients and replication in 745 additional
cases. The variant showed association with both Crohn's disease and ulcerative
colitis.
A 2008 meta-analysis88 A 2008 meta-analysis
Barrett et al., combining data from three studies with
3,230 Crohn's cases and 4,829 controls confirmed
the association with genome-wide significance (P=1.15×10⁻¹², OR=1.20). A parallel
study in 3,133 ulcerative colitis patients and 4,494 controls replicated the
finding (combined P=3.8×10⁻⁹).
The variant's role extends beyond classic IBD. A 2011 genome-wide association
study in primary sclerosing cholangitis99 A 2011 genome-wide association
study in primary sclerosing cholangitis
Melum et al., 715 Scandinavian and
German PSC cases vs 2,962 controls
identified rs3197999 as one of two non-HLA susceptibility loci with P=1.1×10⁻¹⁶
and OR=1.51. PSC is a chronic cholestatic liver disease characterized by bile
duct inflammation and frequently co-occurs with IBD. Homozygous AA carriers also
show increased risk1010 Homozygous AA carriers also
show increased risk
OR=1.97 for overall cholangiocarcinoma, OR=1.84 for
PSC-unrelated biliary tract cancer
of cholangiocarcinoma, the feared cancer complication of chronic bile duct inflammation.
Gene-gene interaction analysis1111 Gene-gene interaction analysis
In a Chinese Crohn's disease cohort of 1,590
cases and 1,478 controls
identified significant interactions between MST1 and JAK2, IL23R, and PTGER4—all
genes involved in inflammatory signaling pathways. This suggests MST1 participates
in broader networks regulating mucosal immunity rather than acting in isolation.
A 2024 pediatric study1212 A 2024 pediatric study
367 pediatric IBD patients (197 Crohn's, 170 ulcerative
colitis) found the CC
genotype was positively associated with systemic steroid use in Crohn's disease
and more common in female CD patients, suggesting the variant may influence
disease severity or treatment requirements beyond simple susceptibility.
Practical Actions
If you carry one or two copies of the A allele, your genetic profile suggests a heightened inflammatory response to gut bacterial challenges. This doesn't guarantee you'll develop IBD—most carriers remain healthy—but it warrants attention to gut barrier health and inflammatory triggers.
Dietary patterns matter significantly1313 Dietary patterns matter significantly
Multiple studies show Mediterranean
diet adherence reduces IBD risk and disease activity.
The Mediterranean diet's benefits likely operate through multiple mechanisms:
omega-3 fatty acids modulate inflammatory signaling, polyphenols reduce oxidative
stress, and fiber feeds beneficial bacteria that produce short-chain fatty acids
(SCFAs) like butyrate, which strengthen gut barrier integrity. Higher adherence
to Mediterranean diet1414 Higher adherence
to Mediterranean diet
In first-degree relatives of Crohn's patients, a
population already at higher genetic risk
was associated with reduced intestinal inflammation and lower risk of later-onset
Crohn's disease.
Monitoring inflammatory markers can catch subclinical inflammation before symptoms
appear. C-reactive protein (CRP) and fecal calprotectin1515 C-reactive protein (CRP) and fecal calprotectin
Calprotectin is more
specific for intestinal inflammation and correlates better with endoscopic
findings than CRP are the
most validated biomarkers in IBD. Fecal calprotectin <250 μg/g identifies mucosal
healing with 94% sensitivity, and rising levels can predict relapse earlier than
clinical symptoms.
Probiotics have mixed evidence in IBD. For ulcerative colitis specifically1616 For ulcerative colitis specifically
Not
for Crohn's disease, where most studies show no benefit over
placebo, certain strains
show promise: Escherichia coli Nissle 1917 for maintenance of remission, and
VSL#3 (a multi-strain probiotic) for inducing remission in mild to moderately
active UC. VSL#3 is the only probiotic with strong evidence1717 VSL#3 is the only probiotic with strong evidence
Particularly for
pouchitis, an inflammatory condition of the surgically created intestinal
pouch
in common IBD practice.
Interactions
The rs3197999 variant lies in a complex genomic region on chromosome 3p21 that
contains 10 genes within a 336 kb associated interval. Notably, it's in linkage
disequilibrium1818 Notably, it's in linkage
disequilibrium
Almost complete cosegregation of minor alleles, D'=0.60,
r²=0.35 with rs1050450 in GPX1
(glutathione peroxidase 1), which causes a Pro198Leu substitution that reduces
GPx-1 antioxidant enzyme activity. Some researchers have proposed that GPX1,
rather than MST1, might be the pathophysiologically relevant gene at this locus.
The functional distinction is important: MST1 R689C affects innate immune activation (macrophage chemotaxis and bacterial response), while GPX1 Pro198Leu affects antioxidant capacity (ability to neutralize reactive oxygen species produced during inflammation). Both mechanisms could plausibly contribute to IBD pathogenesis. It's possible that the true causal variant is neither rs3197999 nor rs1050450 but another variant in linkage disequilibrium with both, or that both variants independently contribute to disease risk through complementary pathways. Given the proximity and LD structure, individuals with the MST1 A allele often also carry the GPX1 Leu198 allele, potentially compounding inflammatory susceptibility through both enhanced immune activation and reduced antioxidant defense.
Gene-gene interaction studies have identified significant epistasis between MST1 and several inflammatory pathway genes. The MST1–JAK2 interaction was replicated across original and validation datasets, and MST1 showed consistent interactions with IL23R (interleukin-23 receptor, a validated IBD susceptibility gene targeted by biologics like ustekinumab) and PTGER4 (prostaglandin E receptor 4, involved in inflammatory signaling). These interactions suggest that MST1 genetic effects may be amplified or modified by variation in other immune genes, and that personalized risk assessment should eventually incorporate multi-locus profiles rather than single-SNP analysis.
rs67376798
DPYD D949V
- Chromosome
- 1
- Risk allele
- T
Genotypes
Normal Metabolizer — Normal DPD enzyme activity, standard fluoropyrimidine dosing appropriate
Intermediate Metabolizer — Reduced DPD enzyme activity requiring 50% fluoropyrimidine dose reduction
Poor Metabolizer — Severely reduced DPD activity requiring >50% dose reduction or alternative chemotherapy
DPYD D949V — Reduced Fluoropyrimidine Metabolism
The DPYD gene encodes dihydropyrimidine dehydrogenase (DPD), the rate-limiting enzyme
responsible for metabolizing 80-90% of fluoropyrimidine chemotherapy drugs11 80-90% of fluoropyrimidine chemotherapy drugs
These include
5-fluorouracil (5-FU), capecitabine, and tegafur, among the most widely used cancer treatments
worldwide. DPD breaks down these drugs into inactive metabolites, preventing toxic
accumulation.
The D949V variant (c.2846A>T) is one of four decreased-function DPYD variants recommended
for mandatory pre-treatment screening by the European Medicines Agency22 mandatory pre-treatment screening by the European Medicines Agency
The EMA mandates
testing for DPD deficiency before fluoropyrimidine treatment in all cancer patients
across Europe. and included in Clinical
Pharmacogenetics Implementation Consortium (CPIC) Level 1A guidelines33 Clinical
Pharmacogenetics Implementation Consortium (CPIC) Level 1A guidelines
Level 1A is the
highest evidence tier, indicating variant-specific prescribing guidance in clinical
guidelines with strong supporting evidence.
The Mechanism
The D949V variant replaces aspartic acid with valine at codon 949 in the 4Fe-4S ferredoxin-type
iron-sulfur binding domain44 4Fe-4S ferredoxin-type
iron-sulfur binding domain
This domain is critical for the enzyme's catalytic activity. The
aspartic acid residue is highly conserved across 100 vertebrate species.
This is a non-conservative substitution — aspartic acid is a charged, polar amino acid while
valine is hydrophobic and uncharged, creating substantial physicochemical disruption to
protein structure55 substantial physicochemical disruption to
protein structure.
In vitro studies show the variant reduces DPD enzyme activity to 39-59% of wild-type
when expressed in cell lines66 In vitro studies show the variant reduces DPD enzyme activity to 39-59% of wild-type
when expressed in cell lines
Studies by Offer et al. 2014 and van Kuilenburg et al. 2016
demonstrated this consistent reduction.
In heterozygous carriers (one copy of the variant), DPD activity measured in peripheral
blood mononuclear cells is reduced by approximately 30%77 DPD activity measured in peripheral
blood mononuclear cells is reduced by approximately 30%
This translates to a 40-80%
reduction in 5-fluorouracil clearance.
The Evidence
A 2013 meta-analysis of 7,365 patients across eight cohort studies88 A 2013 meta-analysis of 7,365 patients across eight cohort studies
Meulendijks et al.
demonstrated carriers of c.2846A>T have a 3.0-fold increased risk (95% CI 2.2-4.1) of
severe fluoropyrimidine toxicity. Severe
toxicity includes life-threatening diarrhea, mucositis, bone marrow suppression, and
hand-foot syndrome.
The prospective Alpe-DPD study (Henricks et al. 2018)99 prospective Alpe-DPD study (Henricks et al. 2018)
This landmark Dutch multicenter
study genotyped 1,181 patients before fluoropyrimidine treatment and adjusted doses
based on genotype. demonstrated that
pre-emptive genotyping with 50% dose reduction in heterozygous D949V carriers reduced
severe toxicity rates to levels comparable to non-carriers. Initially, CPIC recommended
25-50% dose reduction for decreased-function variants like D949V, but updated this to
a firm 50% reduction in November 20181010 updated this to
a firm 50% reduction in November 2018
The update was based on evidence that 25% reduction
was insufficient to prevent toxicity in many carriers.
following the Henricks study results.
Recent case reports of homozygous D949V carriers1111 Recent case reports of homozygous D949V carriers
Individuals with two copies of the
variant have even more severely reduced DPD activity.
indicate that >50% dose reduction may be necessary in this rare genotype, or alternative
non-fluoropyrimidine chemotherapy should be considered.
The 2023 PhotoDPYD study of 8,054 Spanish cancer patients1212 2023 PhotoDPYD study of 8,054 Spanish cancer patients
This is the largest European
assessment of DPYD variant frequencies to date.
found c.2846A>T in 1.3% of patients (105 heterozygous carriers, 3 homozygous), making it
the second most common clinically relevant DPYD variant after HapB3. The variant is found
at similar frequencies (~0.6% allele frequency) across European populations1313 found
at similar frequencies (~0.6% allele frequency) across European populations
gnomAD v4
reports 7,583 heterozygous and 29 homozygous carriers among 1,179,644 European alleles.
Practical Implications
If you have one copy of the D949V variant and require fluoropyrimidine chemotherapy,
your oncologist should reduce the starting dose by 50% and carefully titrate upward
based on tolerance. This approach maintains treatment efficacy while dramatically
reducing the risk of severe toxicity. Pre-emptive DPYD screening has been shown to
be cost-effective1414 Pre-emptive DPYD screening has been shown to
be cost-effective
The cost of screening is offset by reduced hospitalizations for
severe toxicity, which can exceed $180,000 per incident.
and is now standard of care across much of Europe.
The four-variant DPYD panel (including D949V, DPYD*2A, DPYD*13, and HapB3) captures
approximately 20-30% of patients who will experience severe fluoropyrimidine toxicity1515 approximately 20-30% of patients who will experience severe fluoropyrimidine toxicity
The remaining 70-80% of toxicity cases are due to other factors including rare DPYD
variants, drug interactions, and non-genetic factors.
This means that even with a normal result on this panel, careful monitoring during
fluoropyrimidine treatment remains essential.
Interactions
The D949V variant is one of four clinically actionable DPYD variants that together
define DPD metabolizer status. Compound heterozygosity — carrying D949V along with
another decreased or no-function DPYD variant (rs3918290/DPYD*2A, rs55886062/DPYD*13,
or rs75017182/HapB3) — results in poor metabolizer status with activity score of 1.01616 poor metabolizer status with activity score of 1.0
The DPYD activity score system assigns 0.5 points per decreased-function allele and 0
points per no-function allele, with normal being 2.0.
requiring even more aggressive dose reductions (typically ≥50% reduction with very
gradual titration) or selection of alternative chemotherapy. Three compound heterozygous
cases were documented in the PhotoDPYD study1717 Three compound heterozygous
cases were documented in the PhotoDPYD study
Two carried DPYD*2A + c.2846A>T and two
carried HapB3 + c.2846A>T. Such combinations
dramatically increase toxicity risk and require specialized pharmacogenomic guidance.
rs6994076
TTPA -980T>A
- Chromosome
- 8
- Risk allele
- T
Genotypes
Full TTPA Expression — Normal vitamin E transport --- full TTPA promoter activity
Mildly Reduced TTPA — One copy of the reduced-expression variant --- mildly lower vitamin E transport
Reduced TTPA Expression — Reduced vitamin E transport --- lower baseline levels and blunted supplementation response
TTPA -980T>A --- Your Vitamin E Set Point
Vitamin E is the body's primary fat-soluble antioxidant11 fat-soluble antioxidant
A molecule that protects cell membranes
from oxidative damage by neutralizing lipid peroxyl radicals, protecting every cell membrane
from oxidative damage. But absorbing vitamin E from food is only the first step --- your
liver must actively select and redistribute it to the rest of your body. That job falls to a
single protein: alpha-tocopherol transfer protein22 alpha-tocopherol transfer protein
A liver protein encoded by the TTPA gene
that binds alpha-tocopherol and loads it onto VLDL particles for systemic distribution
(alpha-TTP), encoded by the TTPA gene on chromosome 8.
The rs6994076 variant sits in the promoter region of TTPA, approximately 980 base pairs upstream of the gene's transcription start site. It determines how much alpha-TTP your liver produces, which in turn sets your baseline circulating vitamin E level and how effectively you respond to supplementation.
The Mechanism
Alpha-TTP is expressed primarily in the liver, where it binds alpha-tocopherol with high
selectivity and loads it onto VLDL particles33 VLDL particles
Very low-density lipoproteins --- the
transport vehicles that carry fat-soluble vitamins and lipids from the liver to peripheral
tissues for distribution throughout the body. Without this protein, dietary vitamin E
would be rapidly excreted in bile rather than retained in circulation.
The T allele at position -980 creates a new binding site for the transcriptional repressor
BCL644 BCL6
B-cell lymphoma 6 protein --- a zinc-finger transcription factor that suppresses
target gene expression when bound to DNA.
When BCL6 occupies this site, it suppresses TTPA promoter activity, reducing the amount
of alpha-TTP protein produced. Less alpha-TTP means less efficient vitamin E retention
and distribution.
Notably, TTPA expression is itself regulated by oxidative stress --- a feedback loop where the need for antioxidant protection upregulates the protein that delivers it. The -980T variant blunts this response, potentially limiting the body's ability to mobilize vitamin E during periods of increased oxidative demand.
The Evidence
The Wright et al. 2009 study55 Wright et al. 2009 study
Wright ME et al. Association of variants in two vitamin E
transport genes with circulating vitamin E concentrations and prostate cancer risk. Cancer
Epidemiol Biomarkers Prev, 2009 examined TTPA
polymorphisms in 847 controls from the Alpha-Tocopherol, Beta-Carotene Cancer Prevention
(ATBC) Study. The TT genotype had 3.1% lower baseline serum alpha-tocopherol compared to
AA (p = 0.03). More strikingly, TT carriers showed a 25.4% lower serum response to three
years of daily vitamin E supplementation (50 mg/day) compared to AA homozygotes (p = 0.002),
with heterozygotes intermediate at 16.4% lower response (p = 0.005).
Ulatowski et al. 201266 Ulatowski et al. 2012
Ulatowski L et al. Expression of the alpha tocopherol transfer
protein gene is regulated by oxidative stress and common single nucleotide polymorphisms.
Free Radic Biol Med, 2012 confirmed the
functional mechanism using luciferase reporter assays in human hepatocytes. The -980T
variant significantly repressed promoter activity by creating a putative BCL6 binding
site, providing a molecular explanation for the observed differences in vitamin E levels.
A Mediterranean cohort study77 Mediterranean cohort study
Zanon-Moreno V et al. Effects of polymorphisms in vitamin E-,
vitamin C-, and glutathione peroxidase-related genes on serum biomarkers and associations
with glaucoma. Mol Vis, 2013 of 500
individuals independently confirmed the significant association between rs6994076 and
plasma vitamin E levels (p < 0.001).
The T allele frequency varies substantially across populations: approximately 48% in Europeans, 73% in East Asians and Africans, and 70% in South Asians. This means TT homozygosity is far more common in non-European populations, where baseline vitamin E levels may be more often influenced by this variant.
Practical Implications
The effect of rs6994076 on baseline vitamin E is modest (~3%) but the impact on supplementation response is substantial (~25%). This has two practical consequences:
First, TT carriers may need higher doses of vitamin E supplements to achieve the same serum increase as AA carriers. Standard supplement doses may be less effective for them.
Second, the preferred form matters. Natural
d-alpha-tocopherol88 d-alpha-tocopherol
Also labeled as RRR-alpha-tocopherol; the naturally occurring
stereoisomer that alpha-TTP binds most efficiently (RRR-alpha-tocopherol) is bound
by alpha-TTP with far greater affinity than the synthetic dl-alpha-tocopherol mixture.
When alpha-TTP availability is already reduced by the T allele, using the natural form
maximizes what the protein can deliver.
Dietary sources of alpha-tocopherol include sunflower seeds, almonds, hazelnuts, wheat germ oil, and spinach. These provide vitamin E in its natural form and are the first-line approach to maintaining adequate levels regardless of genotype.
The AVED Connection
Loss-of-function mutations in TTPA cause the rare autosomal recessive disorder
ataxia with vitamin E deficiency99 ataxia with vitamin E deficiency
AVED (OMIM #277460) --- a progressive
neurodegenerative condition caused by inability to retain dietary vitamin E,
treatable with high-dose supplementation (AVED), characterized by progressive
cerebellar ataxia and peripheral neuropathy. While rs6994076 is a common regulatory
variant with mild effects --- not a disease-causing mutation --- it illustrates
the same biological principle: alpha-TTP is the bottleneck for vitamin E retention,
and any reduction in its function shifts circulating levels downward.
rs7181866
GABPB1
- Chromosome
- 15
- Risk allele
- G
Genotypes
Standard Responder — Typical mitochondrial biogenesis response to training
Enhanced Responder — Superior mitochondrial training response, especially for intermittent exercise
Elite Responder — Exceptional mitochondrial biogenesis capacity, rare genotype overrepresented in world-class endurance athletes
The Mitochondrial Switch — NRF2 and Your Endurance Potential
GABPB1 encodes the beta subunit of the GA-binding protein transcription factor11 GA-binding protein transcription factor
Also known as Nuclear Respiratory Factor 2 (NRF2), a master regulator of
mitochondrial biogenesis, one of the most
important genetic determinants of aerobic capacity. NRF2 activates the genes
encoding cytochrome c oxidase and other oxidative phosphorylation machinery22 cytochrome c oxidase and other oxidative phosphorylation machinery
The protein complexes in the inner mitochondrial membrane that produce
ATP, essentially controlling how
many and how efficient your mitochondria become in response to endurance
training.
The rs7181866 variant sits in an intronic region of GABPB1 on chromosome 15.
While intronic, this SNP has been consistently associated with elite athletic
performance in multiple populations. The minor G allele is overrepresented in
world-class endurance athletes and combat-sport athletes33 overrepresented in
world-class endurance athletes and combat-sport athletes
Combat sports require
intermittent high-intensity efforts that closely mirror the metabolic demands of
interval training, particularly those
competing at the international level. Carriers of the AG genotype show superior
training adaptations in running economy44 training adaptations in running economy
The oxygen cost of running at a given
speed—a key predictor of endurance performance
compared to AA homozygotes.
The Mechanism
rs7181866 is located in intron 3 of the GABPB1 gene at chromosome 15q21.2. The
A-to-G substitution affects gene regulation through mechanisms that remain under
investigation, but the AG genotype may induce greater gene transcription and
higher protein mRNA expression55 AG genotype may induce greater gene transcription and
higher protein mRNA expression
Possibly through altered splicing efficiency or
regulatory element binding.
GABPB1 forms a heterotetramer with GABPA (the DNA-binding alpha subunit) to
create the functional NRF2 transcription factor complex. This complex binds to
promoter regions of nuclear-encoded mitochondrial genes66 binds to
promoter regions of nuclear-encoded mitochondrial genes
Including genes for
all five oxidative phosphorylation complexes, mitochondrial transcription factor
A (TFAM), and components of the mitochondrial import
machinery, coordinating the nuclear
control of mitochondrial function.
The NRF2 pathway is activated by endurance exercise and works in concert with
PGC-1α77 PGC-1α
PPARGC1A, the master regulator of mitochondrial biogenesis that
responds to metabolic stress signals like AMPK activation and
calcium. While PGC-1α acts
as the signal amplifier responding to exercise, NRF2 is the downstream effector
that actually turns on mitochondrial genes. Together they drive the increase in
mitochondrial mass, respiratory capacity, and ATP production that defines
endurance adaptation.
The Evidence
The association between rs7181866 and athletic performance has been replicated
across multiple ethnic groups and sports. A 2009 Israeli study of 155 athletes
and 240 controls88 2009 Israeli study of 155 athletes
and 240 controls
Including 20 elite endurance athletes who represented Israel
at world championships or Olympics
found the AG genotype was significantly more frequent in endurance athletes
compared to sprinters (p=0.014) and controls (p=0.0008). Critically, within the
endurance group, the G allele was more frequent in elite versus national-level
athletes (p=0.047), suggesting a dose-response relationship with performance
level.
A 2013 Polish study of 55 male rowers99 2013 Polish study of 55 male rowers
Including 30 elite and 25 non-elite
rowers found the G allele
frequency was 5.5% in rowers versus 1.2% in sedentary controls (p=0.014). The
AG genotype appeared in 10.9% of all rowers but only 2.3% of controls (p=0.012).
The variant's effect extends beyond traditional endurance sports. A 2021
Brazilian study of 164 combat-sport athletes and 965 controls1010 2021
Brazilian study of 164 combat-sport athletes and 965 controls
Including
Brazilian jiu-jitsu, judo, wrestling, and mixed martial arts
competitors found the G allele in 8%
of athletes versus 4% of controls (p=0.003). Among world-class athletes, the
frequency jumped to 10.9% (p=0.0002). Combat sports involve repeated
high-intensity bursts with short recovery periods—an intermittent effort pattern
that demands robust mitochondrial capacity1111 intermittent effort pattern
that demands robust mitochondrial capacity
The ability to rapidly restore ATP
and clear lactate between rounds.
Training Response
Perhaps most interesting is how rs7181866 influences training adaptations. A
2007 Chinese study examined 18 weeks of endurance training1212 2007 Chinese study examined 18 weeks of endurance training
Progressive
running program in young men, with running economy measured at 12 km/h and
VO₂max tested to exhaustion in the
context of a three-SNP haplotype (rs12594956, rs7181866, rs8031031). Carriers of
the ATG haplotype—which includes the G allele at rs7181866—showed 57.5% greater
improvement in running economy compared to non-carriers (p=0.006). This suggests
the variant doesn't just correlate with elite status but actively predicts who
will respond best to training.
Metabolic Trade-offs
While the G allele favors mitochondrial capacity and endurance, it comes with a
metabolic cost. A 2019 South Indian study of 302 individuals1313 2019 South Indian study of 302 individuals
Including
normoglycemic controls and type 2 diabetes patients with and without
obesity found the G allele was
significantly associated with obesity risk among T2DM subjects. The GG genotype
correlated positively with inflammatory markers (TNF-α, IL-6, leptin) and
negatively with adiponectin, suggesting the enhanced mitochondrial biogenesis
capacity might be coupled to altered metabolic regulation in sedentary
populations.
This pattern isn't uncommon in athletic variants. The same genetic machinery that supports high-intensity training may increase vulnerability to metabolic dysfunction in the absence of regular exercise—a phenomenon sometimes called "athlete's genes in a couch potato's body"1414 "athlete's genes in a couch potato's body".
Practical Actions
If you carry the AG genotype, your genetic profile suggests superior mitochondrial training response, particularly for intermittent and endurance exercise. You're likely to see greater gains in running economy, lactate threshold, and VO₂max from consistent aerobic training compared to AA carriers. High-intensity interval training (HIIT) may be especially effective given the variant's association with combat sports.
However, the obesity association in sedentary populations means this genotype demands regular physical activity. Your mitochondrial machinery is built for use— when inactive, it may contribute to metabolic dysregulation. Prioritize consistent endurance or interval training to capitalize on your genetic advantage while mitigating metabolic risk.
Interactions
rs7181866 is in strong linkage disequilibrium1515 linkage disequilibrium
Two genetic variants inherited
together due to proximity on the chromosome; D'=1, r²=0.903
with rs8031031, another GABPB1 intronic variant associated with endurance. These
SNPs form haplotypes that have been studied as combinations rather than isolated
variants. The most extensively studied is the ATG haplotype of rs12594956 (A),
rs7181866 (G), and rs8031031 (T), which shows the strongest association with
training response.
GABPB1/NRF2 works downstream of PPARGC1A (PGC-1α, rs8192678)1616 PPARGC1A (PGC-1α, rs8192678)
The Gly482Ser
variant in PGC-1α has been linked to endurance athlete status and training
response in multiple studies in the
mitochondrial biogenesis pathway. If you carry favorable variants in both genes—
PGC-1α as the exercise-responsive signal amplifier and NRF2 as the transcriptional
effector—you may see additive or synergistic effects on aerobic capacity.
Conversely, a mismatch (e.g., favorable PGC-1α but less responsive NRF2) could
create a bottleneck where the signal is strong but the downstream machinery
limits adaptation.
The variant may also interact with ACTN3 R577X (rs1815739)1717 ACTN3 R577X (rs1815739)
The "sprint gene"
that determines presence of alpha-actinin-3 in fast-twitch
fibers. ACTN3 XX individuals lack
alpha-actinin-3 and show a shift toward aerobic metabolism—they may benefit even
more from favorable NRF2 variants since their muscle fiber phenotype already
favors endurance. Conversely, ACTN3 RR individuals with GABPB1 AG may represent
the genetic profile for middle-distance or combat sports that blend power and
endurance.
rs75932628
TREM2 R47H
- Chromosome
- 6
- Risk allele
- T
Genotypes
Normal TREM2 Function — Standard microglial surveillance and amyloid clearance capacity
R47H Carrier — Significantly elevated Alzheimer's disease risk through impaired microglial function
R47H Homozygous — Extremely high Alzheimer's disease risk with dramatically earlier onset
TREM2 R47H — A Rare but Potent Alzheimer's Risk Variant
TREM2 (Triggering Receptor Expressed on Myeloid cells 2) is a cell surface receptor found exclusively on microglia, the brain's resident immune cells. Microglia act as the brain's surveillance system11 Microglia act as the brain's surveillance system
monitoring for cellular debris, damaged neurons, and amyloid-beta aggregates, then clearing them through phagocytosis. The R47H variant, discovered in two landmark 2013 studies published simultaneously in the New England Journal of Medicine22 two landmark 2013 studies published simultaneously in the New England Journal of Medicine
one from Iceland showing an odds ratio of 2.92, the other from multiple European cohorts with OR 4.5, represents one of the strongest genetic risk factors for late-onset Alzheimer's disease after APOE4.
This variant is exceptionally rare — about 0.25% of people carry one copy globally, with slightly higher frequencies in Icelanders at 0.63% and Ashkenazi Jewish populations at 1.4%33 Icelanders at 0.63% and Ashkenazi Jewish populations at 1.4%
while nearly absent in East Asian and African populations. Unlike common variants with modest effects, R47H has a dramatic impact: heterozygous carriers face approximately 3-fold increased AD risk44 heterozygous carriers face approximately 3-fold increased AD risk
recent meta-analysis across 28,007 cases confirmed OR 3.88, comparable to carrying one APOE4 allele. Even more striking, the handful of identified homozygous R47H carriers show an odds ratio of 97.1 for Alzheimer's disease55 the handful of identified homozygous R47H carriers show an odds ratio of 97.1 for Alzheimer's disease
with AD onset 6.4 years earlier than other patients.
The Mechanism — Impaired Microglial Surveillance
The R47H mutation changes arginine to histidine at position 47 in TREM2's extracellular ligand-binding domain, specifically within the complementarity-determining region that recognizes lipids, apolipoproteins, and amyloid-beta66 specifically within the complementarity-determining region that recognizes lipids, apolipoproteins, and amyloid-beta
the mutation disrupts the receptor's ability to bind these ligands. This impaired binding has cascading consequences for microglial function.
Wild-type TREM2 binds to phosphatidylserine exposed on damaged neurons, apoptotic cells, and amyloid-beta aggregates77 Wild-type TREM2 binds to phosphatidylserine exposed on damaged neurons, apoptotic cells, and amyloid-beta aggregates
triggering microglial activation, migration to sites of damage, and phagocytosis. The R47H variant shows reduced binding affinity to all these ligands, particularly to apolipoprotein E88 reduced binding affinity to all these ligands, particularly to apolipoprotein E
the major lipid transporter in the brain. In mouse models and human brain tissue, R47H carriers show fewer microglia clustering around amyloid plaques99 R47H carriers show fewer microglia clustering around amyloid plaques
and the plaques that form are more diffuse and toxic to surrounding neurons.
Recent studies suggest R47H may actually be a gain-of-function mutation in some contexts1010 gain-of-function mutation in some contexts
increasing phagocytosis of synapses and stressed-but-viable neurons, potentially contributing to neuronal loss. The variant also impairs microglial metabolic function, reducing oxidative phosphorylation and mitochondrial respiratory capacity1111 impairs microglial metabolic function, reducing oxidative phosphorylation and mitochondrial respiratory capacity
limiting the energy available for sustained phagocytosis and inflammatory responses.
The Evidence — From Discovery to Confirmation
The R47H variant was first linked to neurodegenerative disease through families with Nasu-Hakola disease1212 first linked to neurodegenerative disease through families with Nasu-Hakola disease
where homozygous loss-of-function TREM2 mutations cause early-onset dementia with bone cysts. This led researchers to investigate whether heterozygous TREM2 variants might increase late-onset AD risk.
The 2013 Guerreiro et al. study1313 The 2013 Guerreiro et al. study
sequencing 1,092 AD patients and 1,107 controls, found 22 variant alleles in cases vs 5 in controls (P<0.001). Simultaneously, Jonsson et al. in Iceland1414 Jonsson et al. in Iceland
studying 3,550 AD patients and 8,888 elderly controls, identified R47H with OR 2.92 (P=3.42×10⁻¹⁰). The association has been consistently replicated across European populations1515 consistently replicated across European populations
a 2015 meta-analysis of 24,086 cases and 148,993 controls confirmed OR 2.71 (P=4.67×10⁻²⁵).
Notably, the variant shows no significant association with AD in East Asian populations1616 shows no significant association with AD in East Asian populations
likely due to its extreme rarity, with multiple Chinese studies finding zero R47H carriers. This population-specific effect emphasizes how rare variants can have different impacts depending on ancestry-specific allele frequencies and genetic backgrounds.
Practical Implications — Risk Assessment and Future Interventions
Carrying the R47H variant substantially elevates Alzheimer's risk, but penetrance is incomplete — not all carriers develop AD. The risk appears modulated by other genetic factors, particularly APOE1717 risk appears modulated by other genetic factors, particularly APOE
some evidence suggests APOE4 may be required for AD to manifest in R47H carriers, though this remains controversial.
Currently, there are no specific interventions proven to reduce AD risk in R47H carriers. However, understanding the mechanism suggests potential strategies: therapies that enhance microglial function, improve amyloid clearance, or restore TREM2 signaling1818 therapies that enhance microglial function, improve amyloid clearance, or restore TREM2 signaling
could theoretically benefit R47H carriers. The development of anti-amyloid antibodies like lecanemab and donanemab1919 anti-amyloid antibodies like lecanemab and donanemab
which work by promoting microglial phagocytosis of amyloid, might be particularly relevant.
General Alzheimer's prevention strategies remain important: cardiovascular health, physical exercise, cognitive engagement, and management of metabolic risk factors2020 cardiovascular health, physical exercise, cognitive engagement, and management of metabolic risk factors
all supported by evidence regardless of genetic risk. For R47H carriers, aggressive management of these modifiable risk factors may be especially prudent given the elevated genetic risk.
Interactions — TREM2 and the Broader AD Landscape
TREM2 functions within a complex network of AD risk genes. The most important interaction is with APOE. TREM2 directly binds apolipoprotein E, and APOE lipidation status affects TREM2 activation2121 TREM2 directly binds apolipoprotein E, and APOE lipidation status affects TREM2 activation
APOE4 destabilizes the TREM2-apoE complex compared to APOE3. Studies suggest APOE4 homozygotes and TREM2 R47H carriers show greater tau pathology spreading from entorhinal cortex to neocortex2222 APOE4 homozygotes and TREM2 R47H carriers show greater tau pathology spreading from entorhinal cortex to neocortex
indicating synergistic effects on disease progression.
TREM2 also interacts with other microglial genes. Variants in MS4A cluster genes, which also affect microglial function2323 MS4A cluster genes, which also affect microglial function
may compound with TREM2 effects on amyloid clearance. Similarly, PLCG2, another gene in the TREM2 signaling pathway2424 PLCG2, another gene in the TREM2 signaling pathway
shows protective variants that might partially offset TREM2 R47H risk.
The TREM2-APOE interaction warrants compound implication consideration. Research shows that carriers of both R47H and APOE4 face compounded risk and altered disease trajectory compared to either variant alone, with differential effects on microglial barrier formation around plaques and tau spreading.
rs1050891
HNMT 3'UTR variant
- Chromosome
- 2
- Risk allele
- G
Genotypes
Full HNMT Activity — Normal HNMT activity
Reduced HNMT Activity — Mildly reduced tissue histamine clearance
Low HNMT Activity — Reduced tissue histamine clearance
HNMT - The Tissue Histamine Pathway
Histamine N-methyltransferase (HNMT) is the second major enzyme for degrading histamine in your body. While DAO works in the gut to intercept dietary histamine, HNMT operates inside cells throughout your body - particularly in the brain, liver, kidneys, and bronchial epithelium. It is the dominant pathway for clearing histamine from tissues and the central nervous system.
The Mechanism
HNMT works by transferring a methyl group from S-adenosylmethionine 11 SAM is the body's universal methyl donor, used in hundreds of biochemical reactions (SAM) onto histamine, converting it to N-methylhistamine, which is then further broken down and excreted. The rs1050891 variant is located in the 3' untranslated region 22 The 3'UTR is a regulatory region of mRNA that affects how much protein is produced without changing the protein itself (UTR) of the HNMT gene, which influences mRNA stability and translation efficiency. The G allele reduces HNMT protein production, leading to slower histamine clearance in tissues.
The Methylation Connection
Because HNMT requires SAM as a methyl donor, its function is directly tied to your methylation capacity. If you also carry MTHFR variants (rs1801133 or rs1801131) that reduce methylfolate production, your HNMT may be further compromised by limited methyl group availability. 33 When SAM is scarce, HNMT must compete with dozens of other methyltransferases for the available supply This creates a meaningful interaction between the methylation and histamine pathways.
The Double Hit Scenario
The most clinically significant situation arises when someone has impaired function in both DAO and HNMT pathways. DAO handles dietary histamine in the gut; HNMT handles endogenous and residual histamine in tissues. If both pathways are compromised, histamine can accumulate from multiple sources simultaneously, leading to more pronounced and persistent symptoms.
Practical Implications
Supporting HNMT function means supporting methylation: adequate B12, folate 44 Methylfolate (5-MTHF) is the active form that bypasses the MTHFR enzyme step entirely (ideally as methylfolate if you have MTHFR variants), and riboflavin. If you have both HNMT and DAO variants, a comprehensive approach addressing both diet (low histamine) and methylation support (B vitamins) may be necessary.
rs1142345
TPMT *3C
- Chromosome
- 6
- Risk allele
- G
Genotypes
Normal Metabolizer — Normal TPMT enzyme activity with standard thiopurine drug response
Intermediate Metabolizer — Reduced TPMT enzyme activity requiring 30-70% dose reduction of thiopurine drugs
Poor Metabolizer — Severely deficient TPMT enzyme activity — standard doses of thiopurine drugs can be fatal
TPMT*3C — The Most Common Thiopurine Deficiency Allele in East Asian and African Populations
TPMT (thiopurine S-methyltransferase) is the primary enzyme responsible for inactivating thiopurine drugs11 inactivating thiopurine drugs
These immunosuppressants include azathioprine, 6-mercaptopurine, and thioguanine, used to treat leukemia, inflammatory bowel disease, rheumatoid arthritis, and prevent organ transplant rejection. The TPMT*3C variant (rs1142345) is a no-function allele22 no-function allele
Produces an unstable enzyme with negligible activity that accounts for over 95% of TPMT deficiency cases in East Asian populations and is the predominant variant in individuals of African descent. This variant is one of three genetic markers covered by FDA labeling requirements33 FDA labeling requirements
The FDA mandates that azathioprine drug labels include information about TPMT genetic testing for thiopurine drugs.
The Mechanism
The TPMT*3C allele results from an A-to-G substitution at position 719 in exon 10 of the TPMT gene, causing a tyrosine-to-cysteine amino acid change at position 24044 tyrosine-to-cysteine amino acid change at position 240
p.Tyr240Cys disrupts protein folding (p.Tyr240Cys). This missense mutation produces a structurally unstable enzyme55 structurally unstable enzyme
The mutant protein undergoes enhanced degradation via the ubiquitin-proteasome pathway with drastically reduced cellular protein levels and virtually no enzymatic activity. When TPMT cannot inactivate thiopurine drugs through methylation, these medications are shunted into pathways that generate toxic thioguanine nucleotides (TGNs)66 thioguanine nucleotides (TGNs)
TGNs incorporate into DNA causing cell death; normally kept in check by TPMT methylation, leading to life-threatening bone marrow suppression.
The Evidence
A genome-wide association study of 1,026 children with leukemia77 genome-wide association study of 1,026 children with leukemia
Liu et al. Genomewide approach validates thiopurine methyltransferase activity is a monogenic pharmacogenomic trait. Clin Pharmacol Ther. 2017 identified rs1142345 as the top hit (P = 8.6 × 10⁻⁶¹) for TPMT enzyme activity, with TPMT being the only gene to reach genome-wide significance. The Clinical Pharmacogenetics Implementation Consortium (CPIC)88 Clinical Pharmacogenetics Implementation Consortium (CPIC)
Level A evidence - highest tier for clinical implementation has designated TPMT testing as having the strongest evidence for clinical utility, with specific dosing guidelines updated in 2025. Population studies reveal striking ethnic variation: TPMT*3C accounts for 100% of variant alleles in Chinese populations99 100% of variant alleles in Chinese populations
Collie-Duguid et al. found 4.7% of Chinese individuals carried TPMT*3C vs 0.5% in Caucasians. Pharmacogenetics 1999, 7.6% of alleles in Ghanaians, and 52.2% of variant alleles in African Americans, but only 0.17-0.3% in European populations.
Practical Implications
If you carry one or two copies of TPMT*3C, you are at risk for severe, potentially fatal bone marrow toxicity if given standard doses of thiopurine medications. Patients homozygous for TPMT deficiency alleles1010 Patients homozygous for TPMT deficiency alleles
About 0.3% of most populations, but varies by ancestry experience life-threatening myelosuppression on standard doses, while heterozygotes have intermediate risk. The CPIC guideline recommends 30-70% dose reduction for intermediate metabolizers (one variant allele) and 90% dose reduction or alternative therapy for poor metabolizers (two variant alleles). Critically, these recommendations are supported by the FDA, which includes TPMT status in drug labeling for azathioprine, mercaptopurine, and thioguanine.
Genetic testing before starting thiopurine therapy is considered essential for drug safety1111 considered essential for drug safety
Dutch Pharmacogenetics Working Group (DPWG) designates pre-treatment genotyping as essential by multiple international guidelines. If you require immunosuppression or chemotherapy, knowing your TPMT genotype allows your physician to either prescribe alternative medications (such as mycophenolate for transplant patients or methotrexate for inflammatory bowel disease) or adjust the dose appropriately with close monitoring.
Interactions
TPMT*3C commonly occurs together with TPMT*3B (rs1800460) to form the TPMT*3A compound allele, which is the most common variant in Caucasian populations. If you carry both rs1142345(G) and rs1800460(A), you likely have TPMT*3A rather than *3C alone, though this requires haplotype phasing1212 haplotype phasing
Most clinical labs cannot distinguish whether variants are on the same chromosome (cis) or different chromosomes (trans) to confirm. The related gene NUDT15 (particularly rs116855232) also affects thiopurine metabolism and is more common in East Asians; individuals with variants in both TPMT and NUDT15 require even more substantial dose reductions.
A critical interaction occurs with xanthine oxidase inhibitors like allopurinol (used for gout). Since allopurinol blocks one pathway for inactivating thiopurines, combining it with reduced TPMT activity creates a double-blockade effect1313 double-blockade effect
FDA warns against allopurinol-azathioprine combination; if necessary, reduce azathioprine to 25% of standard dose that requires azathioprine dose reduction to 25% of normal or avoidance of the combination entirely.
rs1800012
COL1A1 Sp1 Binding Site
- Chromosome
- 17
- Risk allele
- T
Genotypes
Normal Collagen Production — Standard collagen regulation with typical bone density trajectory
Intermediate Collagen Function — Mildly reduced bone density with modestly increased fracture risk
Reduced Collagen Quality — Significantly lower bone density with elevated osteoporotic fracture risk
The Collagen Blueprint — How an Sp1 Binding Site Shapes Bone Strength
Type I collagen is the most abundant protein in bone, accounting for roughly 90% of the organic bone matrix11 organic bone matrix
The protein framework that mineralizes to become hard bone. The COL1A1 gene encodes the alpha-1 chain, two of which combine with one alpha-2 chain to form the collagen triple helix. Deep within the first intron of COL1A1 lies a binding site for Sp122 Sp1
A transcription factor that regulates collagen gene expression, a transcription factor that controls how much collagen your cells produce. The rs1800012 polymorphism — a single G-to-T change — alters this binding site, and that small change has rippled through decades of osteoporosis research.
The Mechanism
The T allele increases Sp1 binding affinity, leading to approximately three-fold higher abundance of transcripts from the T allele compared to the G allele in heterozygotes.
This might sound beneficial — more collagen transcription should mean stronger bones — but the reality is more complex.
Osteoblasts from individuals with the T allele produce an altered ratio of alpha-1 to alpha-2 collagen chains.
This disruption in collagen stoichiometry reduces the yield strength of bone , making it more brittle even when bone mineral density appears normal.
The polymorphism sits in a regulatory region33 regulatory region
Intron 1 of COL1A1, previously shown to be critical for collagen transcription control that fine-tunes collagen production throughout life. During periods of high bone turnover — adolescence, pregnancy, menopause — the effects become particularly apparent.
The Evidence
The association between rs1800012 and bone health is one of the most thoroughly studied in skeletal genetics.
A meta-analysis of nearly 7,000 subjects found that heterozygotes (GT) had 1.26 times the odds of any fracture, while TT homozygotes had 1.78 times the odds, with the effect driven primarily by vertebral fractures (OR 1.37 for GT, 2.48 for TT).
Large-scale bone density studies44 Large-scale bone density studies
The GENOMOS consortium analyzed over 20,000 participants across Europe confirmed modest but consistent reductions in BMD.
The TT genotype showed 21 mg/cm² lower BMD at the lumbar spine and 25 mg/cm² lower at the femoral neck compared to GG.
While these differences may seem small, they compound over decades.
The effect is sexually dimorphic and age-dependent.
Girls with the TT genotype have significantly lower BMD Z-scores before puberty completion, but this association attenuates after puberty.
The data suggest rs1800012 principally affects female bone density during periods of high turnover
— puberty and postmenopause — when the collagen scaffolding is being rapidly remodeled.
Interestingly, the same variant that increases osteoporosis risk appears protective for certain soft tissue injuries.
A meta-analysis found the rare TT genotype associated with reduced risk of sports-related tendon and ligament injuries (OR 0.17), particularly ACL tears, suggesting the altered collagen may be more flexible and resistant to acute trauma.
Practical Implications
If you carry one or two T alleles, your bones require more vigilant care, especially during high-turnover periods. Adequate calcium and vitamin D are non-negotiable — they're the raw materials your body uses to mineralize the collagen framework, and suboptimal intake compounds the structural disadvantage of altered collagen quality.
Calcium and vitamin D supplementation has been shown to suppress bone turnover, increase bone mass, and even reduce fracture incidence, with benefits observed even in young adults.
For TT homozygotes, consider maintaining 25-hydroxyvitamin D levels toward the higher end of the normal range (40-60 ng/mL) and ensuring calcium intake meets or exceeds recommendations (1,000-1,200 mg daily for adults).
Weight-bearing exercise55 Weight-bearing exercise
Resistance training and impact activities that stimulate bone formation is equally critical, as mechanical stress signals osteoblasts to strengthen bone. However, the protective effect against soft tissue injuries suggests TT carriers may have a biomechanical advantage in certain athletic contexts — though bone fragility remains the dominant concern.
Postmenopausal women with the TT genotype should discuss baseline bone density screening with their physician, as they may benefit from earlier monitoring and proactive intervention if BMD declines.
Interactions
The rs1800012 polymorphism exists within a haplotype structure at the COL1A1 locus.
It's in strong linkage disequilibrium with rs1107946 and rs2412298, and these haplotypes show bidirectional regulation of BMD.
Individuals carrying multiple risk alleles across these linked variants may experience compounded effects on bone metabolism.
Beyond COL1A1 itself, bone health is influenced by variants in genes controlling calcium absorption (VDR, vitamin D receptor), bone resorption (TNFRSF11B/osteoprotegerin), and the RANK-RANKL-OPG pathway66 RANK-RANKL-OPG pathway
The master regulatory system controlling osteoclast activity. While no formal compound implications have been established for rs1800012 plus other bone health SNPs, individuals with multiple genetic risk factors should be particularly proactive about bone-protective lifestyle measures.
rs3851179
PICALM
- Chromosome
- 11
- Risk allele
- G
Genotypes
Average Risk — One protective and one risk allele—intermediate Alzheimer's disease risk
Lower Risk — Two copies of the protective allele—reduced Alzheimer's disease risk
Modestly Increased Risk — Two copies of the risk allele—modestly increased Alzheimer's disease risk
PICALM and Alzheimer's Disease Risk — A Blood-Brain Barrier Story
The PICALM gene11 The PICALM gene
PICALM (Phosphatidylinositol binding clathrin assembly protein) orchestrates
clathrin-mediated endocytosis, a cellular process critical for transporting molecules across cell
membranes. Located on chromosome 11q14.2, PICALM is
expressed most abundantly in brain microvessels—the endothelial cells forming the blood-brain
barrier—where it plays a central role in clearing toxic amyloid-beta (Aβ) peptides from the brain.
The rs3851179 variant, situated approximately 88 kb upstream of the PICALM gene, has emerged as one
of the most consistently replicated genetic risk factors for late-onset Alzheimer's disease after
APOE and BIN1.
The Mechanism
PICALM regulates the blood-brain barrier's ability to clear amyloid-beta from the brain into the
bloodstream22 PICALM regulates the blood-brain barrier's ability to clear amyloid-beta from the brain into the
bloodstream
The protein facilitates clathrin-dependent internalization of Aβ bound to LRP1 (low
density lipoprotein receptor-related protein-1), a key clearance receptor, and guides the Aβ-LRP1
complex to endosomes for transcytosis—transport across the endothelial cell wall.
The rs3851179 A allele, which is protective against Alzheimer's, correlates with increased PICALM
expression in brain endothelium33 The rs3851179 A allele, which is protective against Alzheimer's, correlates with increased PICALM
expression in brain endothelium
In contrast, reduced PICALM expression—associated with the G
allele—impairs Aβ clearance, accelerates Aβ accumulation in the brain, and correlates with cognitive
impairment.
The variant is intergenic, located in a regulatory region between PICALM and the EED gene44 The variant is intergenic, located in a regulatory region between PICALM and the EED gene
It does
not change the PICALM protein sequence but appears to affect gene expression levels.
PICALM is also linked functionally to ABCB1/P-glycoprotein, another Aβ clearance protein,
suggesting a coordinated transcytosis system for removing brain-derived amyloid55 PICALM is also linked functionally to ABCB1/P-glycoprotein, another Aβ clearance protein,
suggesting a coordinated transcytosis system for removing brain-derived amyloid.
The Evidence
The initial discovery came from a genome-wide association study of over 5,000 Alzheimer's patients
and 10,000 controls66 The initial discovery came from a genome-wide association study of over 5,000 Alzheimer's patients
and 10,000 controls
Carriers of the A allele showed a 15% reduced risk of Alzheimer's disease
(OR 0.85, p=1.9×10⁻⁸). This association has been
replicated across multiple ethnicities77 This association has been
replicated across multiple ethnicities
A 2016 meta-analysis of 9,435 samples confirmed the
association in Chinese populations, and a 2018
systematic review of 16 case-control studies across Caucasian and Asian populations found
significant associations in all genetic models examined88 a 2018
systematic review of 16 case-control studies across Caucasian and Asian populations found
significant associations in all genetic models examined.
The protective effect of the A allele remains evident even in APOE ε4 non-carriers99 The protective effect of the A allele remains evident even in APOE ε4 non-carriers
suggesting
PICALM acts through a mechanism independent of APOE.
Interestingly, the A allele shows protective effects not only for Alzheimer's but also for
Parkinson's disease in some populations1010 Interestingly, the A allele shows protective effects not only for Alzheimer's but also for
Parkinson's disease in some populations, highlighting
PICALM's broader role in neurodegeneration.
Functional studies demonstrate that the A allele is associated with increased PICALM mRNA
expression in brain tissue1111 Functional studies demonstrate that the A allele is associated with increased PICALM mRNA
expression in brain tissue
particularly in microvessels, and that this increase correlates with
greater amyloid-beta clearance capacity. Mouse models
with reduced Picalm expression show accelerated Aβ pathology and cognitive deficits, which can be
reversed by restoring endothelial PICALM expression1212 Mouse models
with reduced Picalm expression show accelerated Aβ pathology and cognitive deficits, which can be
reversed by restoring endothelial PICALM expression.
Practical Implications
While you cannot change your PICALM genotype, understanding your genetic risk profile can inform proactive strategies. The GG genotype confers modestly increased Alzheimer's risk, but this is just one piece of a multifactorial puzzle. Lifestyle factors—cardiovascular health, cognitive engagement, exercise, and sleep quality—significantly influence Alzheimer's risk regardless of genetics.
PICALM's role in vascular amyloid clearance underscores the importance of maintaining blood-brain
barrier integrity1313 PICALM's role in vascular amyloid clearance underscores the importance of maintaining blood-brain
barrier integrity
Cardiovascular risk factors (hypertension, diabetes, high cholesterol) damage
the blood-brain barrier and impair its clearance function.
Managing these factors may help compensate for genetic vulnerabilities in the PICALM pathway.
Interactions
The PICALM rs3851179 variant does not operate in isolation. While the protective effect of the A allele is independent of APOE ε4 status, individuals carrying both APOE ε4 and the PICALM GG genotype face compounded Alzheimer's risk through different mechanisms—APOE affects amyloid aggregation and clearance through lipoprotein pathways, while PICALM regulates transcytosis across the blood-brain barrier. Other Alzheimer's risk genes including BIN1, CLU (clusterin), and CR1 (complement receptor 1) may also interact with PICALM in the broader context of brain amyloid homeostasis. The rs3851179 variant is in high linkage disequilibrium with other PICALM-region SNPs including rs10792832, rs561655, and rs541458, all of which show genome-wide significant associations with Alzheimer's disease.
rs855791
TMPRSS6 Ala736Val
- Chromosome
- 22
- Risk allele
- A
Genotypes
Full Iron Absorption — Normal matriptase-2 function — efficient iron absorption
Mildly Reduced Absorption — One copy of the reduced-absorption variant — slightly lower iron levels
Reduced Iron Absorption — Two copies of the reduced-absorption variant — significantly lower iron uptake
TMPRSS6 Ala736Val — The Iron Gate
Your body's ability to absorb iron from food is not just about what you eat — it is
tightly controlled by a hormonal gatekeeper called hepcidin11 hepcidin
A 25-amino-acid peptide
hormone produced by the liver that acts as the master regulator of systemic iron
homeostasis. Hepcidin blocks ferroportin22 ferroportin
The only known mammalian cellular iron
exporter, present on the surface of enterocytes (gut lining cells) and macrophages,
the only iron export channel on gut cells, effectively slamming the door on iron
absorption when levels are sufficient. The TMPRSS6 gene encodes matriptase-233 matriptase-2
A
type II transmembrane serine protease expressed primarily in the liver, a liver
enzyme whose job is to keep hepcidin in check by cleaving hemojuvelin44 hemojuvelin
A membrane-bound
co-receptor that activates the BMP/SMAD signaling pathway, which drives hepcidin
transcription on the cell surface. When matriptase-2 works well, hepcidin stays
low and iron flows freely from the gut into the bloodstream. When it does not, hepcidin
rises and iron absorption drops.
The Ala736Val variant (rs855791) sits in the catalytic domain of matriptase-2 — the business end of the enzyme. The A allele (Val736) reduces the enzyme's ability to suppress hepcidin, resulting in higher hepcidin levels and lower iron absorption. This is not a rare mutation causing disease. It is a common polymorphism carried by roughly half of Europeans and over half of East Asians, making it the single strongest common genetic determinant of iron status identified by genome-wide association studies.
The Mechanism
Matriptase-2 normally cleaves hemojuvelin from the liver cell surface, disabling the
BMP/SMAD signaling pathway55 BMP/SMAD signaling pathway
Bone morphogenetic protein / son of mothers against
decapentaplegic — a signaling cascade that drives hepcidin gene transcription in
hepatocytes that drives hepcidin production. The Val736 form of matriptase-2 is
less efficient at this cleavage. In vitro experiments66 In vitro experiments
Nai A et al. TMPRSS6 rs855791
modulates hepcidin transcription in vitro and serum hepcidin levels in normal
individuals. Blood, 2011 demonstrated that
cells expressing the Ala736 form suppress hepcidin transcription more effectively than
those expressing Val736. In living people, this translates to measurable differences:
Ala736 homozygotes have lower serum hepcidin, higher transferrin saturation, and higher
serum iron compared to Val736 homozygotes.
The downstream consequence is straightforward. Higher hepcidin means more ferroportin gets internalized and degraded on gut enterocytes. Less ferroportin means less iron crosses from the gut lining into the bloodstream. The effect is dose-dependent — each copy of the A allele (Val736) incrementally raises hepcidin and lowers iron absorption.
The Evidence
Two landmark genome-wide association studies published simultaneously in 2009 identified
rs855791 as the top hit for iron-related traits. Benyamin et al.77 Benyamin et al.
Benyamin B et al.
Common variants in TMPRSS6 are associated with iron status and erythrocyte volume.
Nat Genet, 2009 found associations with
serum iron (P = 1.5 x 10-20), transferrin saturation (P = 2.2 x 10-23), and mean
corpuscular volume (P = 1.1 x 10-10). Each copy of the risk allele decreased serum
iron and transferrin saturation by 0.18 and 0.20 standard deviations respectively,
explaining about 2% of population variance in these traits.
Chambers et al.88 Chambers et al.
Chambers JC et al. Genome-wide association study identifies variants
in TMPRSS6 associated with hemoglobin levels. Nat Genet,
2009 reported that each A allele copy
lowered hemoglobin by 0.13 g/dL, with AA homozygotes averaging 0.2 g/dL lower
hemoglobin than GG homozygotes.
A stable iron isotope study99 stable iron isotope study
Buerkli S et al. The TMPRSS6 variant (SNP rs855791)
affects iron metabolism and oral iron absorption — a stable iron isotope study in
Taiwanese women. Haematologica,
2021 directly measured iron absorption
using labeled iron meals. At equivalent low iron stores (ferritin 15 ug/L), women with
the CC genotype (Ala/Ala on the coding strand, GG on 23andMe) absorbed 26.6% of the
iron dose, while TT women (Val/Val, AA on 23andMe) absorbed only 18.5% — a roughly
30% reduction in iron absorption capacity.
A systematic review1010 systematic review
Gichohi-Wainaina WN et al. Inter-ethnic differences in genetic
variants within the transmembrane protease, serine 6 (TMPRSS6) gene associated with
iron status indicators. Genes Nutr,
2015 confirmed that the A allele is
consistently associated with approximately 0.11 g/dL lower hemoglobin across
populations.
Practical Implications
For people with the AA genotype who already have adequate iron stores, this variant is clinically silent. The effect matters most when iron demand is high or dietary intake is marginal — during menstruation, pregnancy, rapid growth, vegetarian or vegan diets, or endurance athletics. In these contexts, a 30% reduction in absorption efficiency can tip the balance toward deficiency.
Iron absorption can be optimized by pairing iron-rich foods with vitamin C, choosing
heme iron sources1111 heme iron sources
Heme iron from meat, poultry, and fish is absorbed 2-3 times more
efficiently than non-heme iron from plants, and its absorption is less affected by
hepcidin when possible, and avoiding calcium, tea, and coffee at iron-containing
meals. For those who need supplements, iron bisglycinate1212 iron bisglycinate
A chelated form of iron
that is absorbed via a different pathway (peptide transporters) and is less affected
by hepcidin-mediated ferroportin degradation may be preferable to ferrous sulfate
because it is partially absorbed through peptide transporters rather than ferroportin
alone.
Monitoring is simple: a serum ferritin test (ideally with transferrin saturation) tells you whether your iron stores are adequate. A ferritin below 30 ug/L suggests depleted stores even if hemoglobin is still normal.
Interactions
TMPRSS6 rs855791 interacts with rs4820268, another TMPRSS6 variant in linkage
disequilibrium that independently affects iron parameters. More importantly, it
interacts with HFE variants1313 HFE variants
HFE encodes a protein that also regulates hepcidin.
The C282Y (rs1800562) and H63D (rs1799945) variants in HFE cause hereditary
hemochromatosis by reducing hepcidin, leading to iron overload. In hereditary
hemochromatosis (HFE C282Y homozygotes), the Val736 allele of TMPRSS6 acts as a
protective modifier — its hepcidin-raising effect partially counteracts the
hepcidin-lowering effect of HFE mutations, and
Val736 carriers show reduced risk of cirrhosis1414 Val736 carriers show reduced risk of cirrhosis
Valenti L et al. Effect of the
A736V TMPRSS6 polymorphism on the penetrance and clinical expression of hereditary
hemochromatosis. J Hepatol,
2012 and hepatocellular carcinoma
compared to Ala736 homozygotes.
Conversely, carrying both the AA genotype at rs855791 and being a menstruating woman, a vegetarian, or an endurance athlete compounds iron loss risk — these are the individuals most likely to benefit from proactive monitoring and dietary optimization.
rs11558538
HNMT Thr105Ile
- Chromosome
- 2
- Risk allele
- T
Genotypes
Stable HNMT Enzyme — Normal HNMT stability
Reduced HNMT Stability — Reduced HNMT stability
Unstable HNMT Enzyme — Unstable HNMT enzyme
HNMT Thr105Ile - When the Tissue Histamine Enzyme Is Unstable
The Thr105Ile 11 Threonine to isoleucine at position 105 variant (rs11558538) is a well-characterized missense mutation in the HNMT gene that replaces threonine with isoleucine at position 105. Unlike the 3'UTR variant that affects how much enzyme is made, this variant changes the enzyme's structural stability and catalytic efficiency.
The Mechanism
Position 105 lies near the active site of HNMT where SAM and histamine bind. The isoleucine substitution (T allele) destabilizes the protein, leading to faster degradation and lower steady-state enzyme levels in cells. Studies using recombinant HNMT 22 Recombinant protein is produced in laboratory cells to study enzyme properties in isolation from other cellular factors have shown that the Ile105 variant has reduced thermal stability and lower catalytic activity compared to the wild-type Thr105 enzyme. The threonine residue creates a more accessible conformation of substrate binding residues than the isoleucine variant, resulting in higher enzymatic activity.
The Evidence
Preuss et al. (1998)33 Preuss et al. (1998)
Preuss CV et al. Human Histamine N-Methyltransferase Pharmacogenetics: Common Genetic Polymorphisms That Alter Activity. Mol Pharmacol, 1998 demonstrated that individuals with the TT genotype had
significantly lower HNMT enzyme activity in red blood cells. Subsequent studies
confirmed that this variant is associated with increased susceptibility to allergic
diseases, asthma, and histamine-related symptoms, particularly in European
populations. The variant is relatively uncommon in homozygous form (about 2% of
Europeans), but heterozygous carriers (about 18%) may experience subtle effects,
particularly when combined with other histamine pathway variants. Interestingly,
meta-analyses44 meta-analyses
Thr105Ile and Parkinson disease meta-analysis have suggested that the Ile105 variant may be associated
with reduced risk of Parkinson disease, possibly through altered brain histamine levels.
Brain Histamine
HNMT is the only enzyme that degrades histamine in the brain, where histamine acts as a neurotransmitter 55 Brain histamine is released by tuberomammillary neurons in the hypothalamus and helps regulate the sleep-wake cycle involved in wakefulness, appetite, and cognition. Reduced HNMT activity can alter brain histamine signaling, which may partly explain why some individuals with HNMT variants report sleep disturbances, anxiety, or cognitive effects in response to histamine triggers.
Practical Considerations
If you carry the T allele, supporting your methylation pathway (which supplies SAM for HNMT) becomes even more important, since your enzyme is already working at reduced capacity. Combined with DAO variants, this can create a significant histamine clearance deficit that benefits from both dietary management and methylation support.
rs1800562
HFE C282Y
- Chromosome
- 6
- Risk allele
- A
Genotypes
Normal Iron Regulation — Normal HFE function — standard iron regulation
Carrier — One copy of C282Y — carrier with mildly elevated iron absorption
Homozygous C282Y — Two copies of C282Y — high risk for hereditary hemochromatosis
HFE C282Y — The Iron Overload Variant
The HFE gene encodes the hereditary hemochromatosis protein11 hereditary hemochromatosis protein
A membrane protein structurally similar to MHC class I molecules that regulates iron absorption by sensing blood iron levels and modulating hepcidin expression,
a key regulator of iron homeostasis. A single G-to-A change at nucleotide 845
replaces cysteine with tyrosine at position 282 of the protein, destroying a
critical disulfide bond in the alpha-3 domain22 alpha-3 domain
The immunoglobulin-like C1-set domain that mediates binding to beta-2 microglobulin, essential for proper protein folding and cell surface expression.
This variant — universally known as C282Y — is the primary cause of hereditary
hemochromatosis type 1, the most common autosomal recessive condition in people
of European descent.
The Mechanism
HFE normally forms a complex with beta-2 microglobulin33 beta-2 microglobulin
A small protein that stabilizes MHC class I and class I-like molecules, enabling their transport to the cell surface
and travels to the cell surface, where it interacts with transferrin receptors
(TfR1 and TfR2) to sense circulating iron levels. When iron is sufficient, this
signaling cascade stimulates the liver to produce hepcidin44 hepcidin
The master iron-regulatory hormone; it blocks ferroportin, the only known cellular iron exporter, thereby reducing iron absorption from the gut and iron release from macrophages,
which in turn blocks iron absorption from the intestine by degrading
ferroportin55 ferroportin
The sole known iron export channel on intestinal epithelial cells and macrophages
on gut cells.
The C282Y mutation prevents HFE from binding beta-2 microglobulin. Without this partner, the protein cannot fold correctly, never reaches the cell surface, and accumulates uselessly inside the cell. The result is a broken iron sensor: the liver produces inappropriately low hepcidin regardless of how much iron is already in the body. With the brake removed, the gut absorbs 2-3 times more dietary iron than normal, and macrophages release stored iron unchecked. Over decades, this excess iron deposits in the liver, heart, pancreas, and joints.
The Evidence
The landmark 1996 discovery66 landmark 1996 discovery
Feder JN et al. A novel MHC class I-like gene is mutated in patients with hereditary haemochromatosis. Nat Genet, 1996
by Feder and colleagues identified the HFE gene and found C282Y homozygosity in
83% of hereditary hemochromatosis patients. This remains the most common genetic
cause of iron overload worldwide.
The Melbourne Collaborative Cohort Study77 Melbourne Collaborative Cohort Study
Allen KJ et al. Iron-overload-related disease in HFE hereditary hemochromatosis. N Engl J Med, 2008
followed 31,192 persons of European descent for 12 years. Among 203 C282Y
homozygotes, iron-overload-related disease developed in 28.4% of men but only
1.2% of women — highlighting the dramatic sex difference in clinical penetrance.
Men are far more vulnerable because they lack the protective iron losses from
menstruation.
A UK Biobank analysis88 UK Biobank analysis
Pilling LC et al. Common conditions associated with hereditary haemochromatosis genetic variants: cohort study in UK Biobank. BMJ, 2019
of 451,243 participants confirmed that C282Y homozygous men have significantly
higher rates of liver disease (HR 2.22), diabetes (HR 1.72), and arthritis
compared with non-carriers. Hemochromatosis was diagnosed in 21.7% of
homozygous men by end of follow-up.
A meta-analysis of 43 study populations99 meta-analysis of 43 study populations
Bacon BR et al. Hemochromatosis genotypes and risk of iron overload — a meta-analysis. Genet Med, 2011
pooling 9,986 cases and 25,492 controls established C282Y homozygosity as the
overwhelmingly dominant genetic risk factor for both biochemical and clinical
iron overload.
Practical Implications
For AA (C282Y homozygous) individuals: you carry the highest-risk genotype for hereditary hemochromatosis. Regular serum ferritin and transferrin saturation monitoring is essential. If iron levels are elevated, therapeutic phlebotomy (regular blood removal) is the standard treatment and is highly effective when started before organ damage occurs. Limit iron-fortified foods and high-dose vitamin C supplements, which enhance iron absorption. Avoid excess red meat and iron-containing multivitamins.
For AG (heterozygous carrier) individuals: you carry one copy of C282Y. Your iron levels may run slightly higher than average, which is generally benign and may even protect against iron deficiency anemia. Routine ferritin screening every few years is reasonable. Significant iron overload from heterozygosity alone is rare.
For GG (wild-type) individuals: you have normal HFE function at this locus. Standard dietary iron recommendations apply.
Interactions
The most clinically significant interaction is with
H63D (rs1799945)1010 H63D (rs1799945)
HFE H63D is a milder variant in the same gene; compound heterozygosity (one C282Y + one H63D) confers a small risk of mild iron overload
in the same gene. Compound heterozygosity — carrying one C282Y allele and one
H63D allele — produces a mildly elevated risk of iron overload, though far less
than C282Y homozygosity. A study of compound heterozygotes1111 study of compound heterozygotes
Walsh A et al. HFE C282Y/H63D compound heterozygotes are at low risk of hemochromatosis-related morbidity. Hepatology, 2009
found that documented iron-overload-related disease occurred in only about 1-2%
of C282Y/H63D compound heterozygotes, similar to wild-type rates. However, mean
serum ferritin and transferrin saturation were significantly elevated compared
with non-carriers, so monitoring remains reasonable.
If a user carries C282Y heterozygous (AG at rs1800562) plus H63D heterozygous (CG at rs1799945), a compound implication should advise periodic ferritin monitoring, as the combination slightly amplifies iron absorption beyond either variant alone. This interaction is well-documented but low-penetrance.
rs2231142
ABCG2 Q141K
- Chromosome
- 4
- Risk allele
- T
Genotypes
Normal Function — Typical ABCG2 transporter activity for drug and uric acid excretion
Intermediate Function — Moderately reduced ABCG2 activity increases rosuvastatin exposure and uric acid levels
Poor Function — Significantly reduced ABCG2 activity substantially increases rosuvastatin exposure and gout risk
ABCG2 Q141K — Rosuvastatin Response and Gout Risk
ABCG2 encodes breast cancer resistance protein (BCRP), an efflux transporter that pumps drugs and metabolites out of cells.
ABCG2 is expressed in the apical membrane of kidney proximal tubule cells and intestinal epithelium , where it mediates excretion of uric acid, rosuvastatin, and other substrates. The Q141K variant (c.421C>A, rs2231142) is one of the most clinically significant pharmacogenetic variants, earning a CPIC Level A recommendation for rosuvastatin dosing due to 144% increased drug exposure in AA carriers .
The Mechanism
The Q141K mutation causes 53% reduced urate transport rates compared to wild-type ABCG2
. The glutamine at position 141 is highly conserved across species11 highly conserved across species
Q141 is located in the nucleotide-binding domain of ABCG2, right next to the corresponding amino acid F508 in CFTR—a residue commonly mutated in cystic fibrosis patients and sits in the nucleotide-binding domain critical for ATP-dependent transport.
The 141K variant causes instability in the nucleotide-binding domain, leading to decreased surface expression, altered protein trafficking, and increased ubiquitin-mediated proteasomal degradation . The result is reduced functional transporter at the cell membrane.
The Evidence
Gout and Hyperuricemia:
In a population study of 14,783 individuals, the rs2231142 T allele showed highly significant associations with elevated urate levels (P = 10-30 in whites, P = 10-4 in blacks) and gout (adjusted odds ratio 1.68 per risk allele) .
Among 3,923 Japanese participants, the T allele frequency was 31%, and TT carriers had an OR of 4.37 for gout compared to GG carriers .
A meta-analysis found TT genotype conferred OR 4.10 for gout versus GG, with GT showing intermediate risk , establishing a clear codominant effect.
Functional studies in Xenopus oocytes and membrane vesicles confirmed the Q141K variant results in 53% reduced urate secretory capacity .
Rosuvastatin Pharmacokinetics:
Rosuvastatin exposure (AUC) was 144% greater in c.421AA genotype carriers than wild-type CC carriers .
CPIC recommends a rosuvastatin starting dose of ≤20 mg for individuals with ABCG2 poor function; if higher doses are needed, consider alternative statins or combination therapy .
The high prevalence of the Q141K variant in Asian populations (21% AA genotype in Filipinos, 14% in other Asian groups) versus 0.1-1% in non-Asians has important implications for rosuvastatin dosing .
Methotrexate Clearance:
ABCG2 is one of the main determinants for rapid elimination of methotrexate and its toxic metabolite 7-hydroxymethotrexate, working alongside ABCC2 and ABCC3 .
The ABCG2 rs2231142 CA genotype showed statistically significant association with elevated plasma methotrexate levels at 48 hours after high-dose infusion .
Practical Implications
If you're starting a statin: The Q141K variant is the single most important genetic factor for rosuvastatin response. AA carriers have more than double the drug exposure, increasing risk for statin-associated musculoskeletal symptoms22 statin-associated musculoskeletal symptoms
SAMS — muscle pain, weakness, or cramps that prompt many patients to discontinue statins. If you carry two T alleles and your doctor prescribes rosuvastatin, discuss starting at 5-10 mg rather than the standard 10-20 mg dose. Alternative statins metabolized differently (atorvastatin, simvastatin, pravastatin) may be appropriate.
If you have gout or elevated uric acid:
The Q141K variant is associated with elevated serum urate, unaltered fractional excretion of uric acid (FEUA), and significant evidence of reduced extra-renal (intestinal) urate excretion . TT carriers have 2.5-4 times higher gout risk.
Allopurinol is less effective in Q141K carriers, and DPWG recommends using a higher allopurinol dose or considering alternatives like febuxostat .
Population differences matter:
The 141K allele frequency varies from 1% in Africans to 29% in Southeast Asians , making this one of the most ancestry-differentiated pharmacogenes. About 8% of Europeans, 21% of Filipinos, and 7% of East Asians are homozygous TT, explaining population differences in gout prevalence and statin response.
Interactions
ABCG2 and SLC2A9:
Both ABCG2 rs2231142 and SLC2A9 rs3733591 polymorphisms are associated with serum uric acid levels and exhibit gene dose-dependent and additive effects on uric acid elevation . Individuals carrying risk alleles at both loci have substantially higher gout risk than either variant alone, though the combined effect depends on allele counts at each locus. This represents a documented gene-gene interaction in the urate transport pathway that warrants a compound implication covering both variants.
ABCG2 and SLCO1B1: For rosuvastatin specifically, ABCG2 poor function combined with SLCO1B1 decreased function creates compounded exposure risk.
Selection and dosing of rosuvastatin should consider both ABCG2 Q141K status and Asian ancestry , as the interaction between genetic and demographic factors affects pharmacokinetics. A compound implication covering ABCG2 rs2231142 and SLCO1B1 rs4149056 would capture this clinically relevant interaction for rosuvastatin dosing.
rs356182
SNCA
- Chromosome
- 4
- Risk allele
- G
Genotypes
Standard Risk — Typical Parkinson's disease risk with normal dopaminergic neuron development
Moderate Risk — Moderately increased Parkinson's disease risk
Higher Risk — Significantly increased Parkinson's disease risk, but with potentially milder disease course if it develops
SNCA rs356182 — A Key Parkinson's Disease Risk Variant with a Complex Phenotypic Profile
The rs356182 variant sits approximately 19 kilobases downstream of the SNCA gene11 SNCA gene
Alpha-synuclein (SNCA) is the first gene linked to Parkinson's disease and encodes a protein that forms the pathological hallmark of PD — Lewy bodies, in a brain-specific regulatory region marked by H3K27Ac histone modifications. This variant is one of the most statistically significant genetic associations with Parkinson's disease22 This variant is one of the most statistically significant genetic associations with Parkinson's disease
With a meta-analysis p-value of 1.85 × 10⁻⁸², rs356182 ranks among the strongest non-coding PD risk variants, consistently identified across multiple large-scale genome-wide association studies33 multiple large-scale genome-wide association studies. The G allele increases PD risk with an odds ratio of 1.34 to 1.4744 odds ratio of 1.34 to 1.47 depending on the population studied, and is robustly represented at approximately 37% frequency globally.
What makes rs356182 particularly interesting is that it doesn't follow a simple story. The risk allele (G) increases your chances of developing Parkinson's, but if you do develop the disease with GG genotype, you're more likely to have a tremor-predominant form with slower motor progression55 tremor-predominant form with slower motor progression compared to the more aggressive postural instability and gait disorder (PIGD) phenotype. This paradox — higher disease risk but milder disease course — reveals the complexity of how this variant influences neurodegenerative processes.
The Mechanism
rs356182 resides within a genetic enhancer active in brain tissue, and the protective A allele creates a binding site for the transcription factor FOXO366 transcription factor FOXO3, while the risk G allele disrupts this binding. The traditional assumption was that this variant simply modulates alpha-synuclein levels, since it's near the SNCA gene. However, breakthrough CRISPR studies have revealed a more nuanced picture77 breakthrough CRISPR studies have revealed a more nuanced picture: the protective A allele promotes normal neuronal differentiation and actually increases SNCA expression, while the risk G allele impairs neuronal development and reduces SNCA expression. This is counterintuitive — you'd expect higher alpha-synuclein to be worse for Parkinson's risk.
The resolution to this paradox likely lies in timing and context. The risk G allele appears to compromise dopaminergic neuron development during embryonic neurodevelopment88 embryonic neurodevelopment
The effects manifest during fetal brain development, creating a diminished dopaminergic neuron population, leaving fewer neurons to spare when age-related degeneration begins decades later. Meanwhile, in adults who already have PD, having the GG genotype (which reduces alpha-synuclein expression in the cerebellum) may slow the accumulation of toxic protein aggregates, explaining the slower motor progression observed in clinical studies99 slower motor progression observed in clinical studies.
The Evidence
A large case-control study in 2,205 Han Chinese participants1010 A large case-control study in 2,205 Han Chinese participants
Cheng et al. SNCA rs356182 variant increases risk of sporadic Parkinson's disease in ethnic Chinese. Journal of the Neurological Sciences, 2016 found that the G allele was significantly overrepresented in PD patients (OR=1.470, p=2.3×10⁻⁸), with the GG genotype showing the strongest association (OR=1.620). This replicated findings from Caucasian populations, establishing rs356182 as a cross-ethnic risk factor.
A multi-site study of 810 Parkinson's patients1111 A multi-site study of 810 Parkinson's patients
Cooper et al. Common variant rs356182 near SNCA defines a Parkinson's disease endophenotype. Annals of Clinical and Translational Neurology, 2017 demonstrated that the GG genotype correlates with more tremor-predominant motor symptoms and predicts a 1-point per year slower UPDRS-III motor score progression. The variant was also associated with decreased SNCA expression in cerebellar tissue (p=0.005), suggesting region-specific effects on gene regulation.
The most mechanistically revealing study1212 The most mechanistically revealing study
Prahl et al. The Parkinson's disease variant rs356182 regulates neuronal differentiation independently from alpha-synuclein. Human Molecular Genetics, 2023 used CRISPR to create precise hemizygous deletions at rs356182 in dopaminergic neuron cell models. Transcriptional profiling revealed that hundreds of genes involved in neurogenesis and axonogenesis were differentially expressed based on the allele present, with only minimal overlap with genes affected by SNCA knockout. This suggests rs356182 confers PD risk largely through mechanisms independent of alpha-synuclein levels.
A comprehensive meta-analysis1313 A comprehensive meta-analysis
Pihlstrøm et al. A comprehensive analysis of SNCA-related genetic risk in sporadic Parkinson disease. Annals of Neurology, 2018 identified rs356182 as one of at least three independent association signals at the SNCA locus, demonstrating that multiple genetic mechanisms at this locus contribute to PD risk in a non-redundant fashion.
Practical Implications
While there's no gene therapy or drug that specifically targets rs356182, the mechanisms it influences — neuronal health, oxidative stress, mitochondrial function, and dopamine system integrity — are all modifiable through lifestyle interventions. The evidence is strongest for aerobic exercise and antioxidant support.
Regular aerobic exercise demonstrates neuroprotective effects in Parkinson's models1414 Regular aerobic exercise demonstrates neuroprotective effects in Parkinson's models, improving mitochondrial function, reducing oxidative protein damage, and boosting neurotrophic factors like BDNF and GDNF in the substantia nigra. Exercise activates the Nrf2-ARE antioxidant response pathway, upregulates endogenous antioxidant enzymes, and may help preserve the dopaminergic neuron population that could be developmentally compromised by the G allele.
Dietary antioxidants — particularly beta-carotene and vitamin E1515 beta-carotene and vitamin E — have shown inverse associations with PD risk in prospective cohort studies. While these studies weren't stratified by rs356182 genotype, the biological rationale is sound: alpha-synuclein pathology generates oxidative stress, and individuals with variants affecting SNCA-related pathways may benefit more from antioxidant support.
For those with existing Parkinson's disease, knowing your rs356182 genotype may offer prognostic information. The GG genotype appears to predict a slower, more tremor-dominant course, which generally has a better prognosis and responds well to dopaminergic medications. However, this is population-level data — individual disease trajectories vary enormously based on other genetic factors, environmental exposures, and treatment responses.
Interactions
rs356182 is one of multiple independent SNCA risk variants. Other key variants include rs356219 (located in the promoter region) and rs356165, though these show minimal linkage disequilibrium with rs3561821616 these show minimal linkage disequilibrium with rs356182, meaning they segregate independently and can combine to increase risk additively. Individuals carrying risk alleles at multiple SNCA positions show incrementally higher PD susceptibility.
Beyond SNCA, gene-gene interactions have been documented between rs356219 (a related SNCA variant) and variants in LRRK2 and GAK genes1717 gene-gene interactions have been documented between rs356219 (a related SNCA variant) and variants in LRRK2 and GAK genes, suggesting that SNCA-pathway risk is modified by other Parkinson's genes. While specific studies haven't examined rs356182 in combination with LRRK2 or GBA variants, the biological pathways overlap — LRRK2 affects alpha-synuclein neurotoxicity and GBA mutations compromise lysosomal degradation of alpha-synuclein. Individuals with multiple risk variants across these pathways likely face compounded neurodegeneration risk, though the precise combined effects remain under investigation. Similarly, in carriers of LRRK2 mutations, the SNCA rs356219 variant modifies age of onset by approximately 4 years1818 in carriers of LRRK2 mutations, the SNCA rs356219 variant modifies age of onset by approximately 4 years, suggesting that SNCA variants interact with other PD genetic risk factors to influence disease timing and phenotype.
rs3736228
LRP5 A1330V
- Chromosome
- 11
- Risk allele
- T
Genotypes
Standard Bone Signaling — Two copies of the common alanine variant with normal Wnt signaling activity
Reduced Bone Signaling — One copy of the valine variant associated with modestly reduced bone mineral density
Impaired Bone Signaling — Two copies of the valine variant associated with reduced bone mineral density and increased fracture risk
The LRP5 A1330V Variant — Your Genetic Blueprint for Bone Strength
Your bones are living tissue, constantly remodeling themselves in response to stress, hormones, and nutrition. At the heart of this process is the Wnt signaling pathway11 Wnt signaling pathway
a critical cellular communication system that tells bone-forming cells (osteoblasts) when to build new bone. LRP5 (low-density lipoprotein receptor-related protein 5) acts as a co-receptor in this pathway, working alongside Frizzled proteins to transmit Wnt signals into bone cells. The A1330V variant changes a single amino acid at position 1330 from alanine (the common version) to valine (the variant), subtly altering how effectively LRP5 can do its job.
This isn't a defect — it's a natural variation that exists in populations worldwide. About 68% of people have two copies of the alanine version (CC), 24% carry one copy of each (CT), and 3% have two copies of the valine version (TT)22 68% of people have two copies of the alanine version (CC), 24% carry one copy of each (CT), and 3% have two copies of the valine version (TT). The variant is notably more common in East Asian populations (~26% T allele frequency) than in European populations (~11%).
The Mechanism
The A1330V substitution occurs in exon 18 of the LRP5 gene, within one of the protein's four β-propeller motifs33 β-propeller motifs
repeating structural elements where most LRP5 ligands bind. Laboratory studies have shown that when cells express the valine version of LRP5, Wnt signaling activity is significantly reduced compared to the alanine version44 Wnt signaling activity is significantly reduced compared to the alanine version. Specifically, when researchers transfected cells with LRP5-1330V and activated Wnt signaling, the downstream TCF-Lef transcription activity — the endpoint that turns on bone-building genes — was measurably lower than in cells with normal LRP5.
This dampened signaling means osteoblasts receive a weaker "build bone" message throughout your life. The effect is modest but cumulative: each copy of the T allele is associated with approximately 0.02 g/cm² lower bone mineral density at the lumbar spine55 approximately 0.02 g/cm² lower bone mineral density at the lumbar spine, translating to roughly 2-3% lower peak bone mass in TT individuals compared to CC.
The Evidence
The link between rs3736228 and bone health has been replicated extensively. A 2008 Bayesian meta-analysis pooling 16,705 individuals from 10 studies66 2008 Bayesian meta-analysis pooling 16,705 individuals from 10 studies
Tran et al. Association between LRP5 polymorphism and bone mineral density: a Bayesian meta-analysis. BMC Med Genet, 2008 found that people with the CC genotype had significantly higher lumbar spine BMD (mean difference 0.018 g/cm², 95% CI: 0.008-0.028) and femoral neck BMD than those with CT or TT genotypes. The association was consistent across ethnic groups, though effect sizes varied slightly.
More critically, the T allele increases fracture risk. A 2014 meta-analysis of seven case-control studies77 2014 meta-analysis of seven case-control studies
Xu et al. Common polymorphism in the LRP5 gene may increase the risk of bone fracture and osteoporosis. Biomed Res Int, 2014 found T allele carriers had a 30% increased risk of osteoporosis and fractures under most genetic models (OR ~1.3, p<0.01). The effect was seen in both Asian and Caucasian populations.
A landmark 2008 GWAS of over 30,000 individuals88 landmark 2008 GWAS of over 30,000 individuals
Richards et al. Bone mineral density, osteoporosis, and osteoporotic fractures: a genome-wide association study. Lancet, 2008 identified rs3736228 as one of the strongest genetic associations with BMD genome-wide, with the T allele reducing lumbar spine BMD (p = 2.6×10⁻⁹) and femoral neck BMD (p = 5.0×10⁻⁶). This wasn't a subtle effect buried in the data — it was one of the most significant signals in the entire genome.
Practical Implications
If you carry one or two copies of the T allele, you're starting with a slightly lower genetic ceiling for bone density. This doesn't doom you to fractures — peak bone mass is only about 60-80% heritable, with lifestyle factors accounting for the rest99 peak bone mass is only about 60-80% heritable, with lifestyle factors accounting for the rest. But it does mean you have less margin for error and should prioritize bone health throughout your life, not just after menopause or in old age.
The most modifiable factors are calcium and vitamin D intake, weight-bearing exercise, and avoiding smoking and excessive alcohol1010 weight-bearing exercise, and avoiding smoking and excessive alcohol. Calcium provides the raw material for bone, vitamin D enables its absorption, and mechanical stress from exercise stimulates osteoblasts to build bone. The A1330V variant doesn't change how your body responds to these interventions — it just means you need to be more diligent about them.
Interestingly, the effect of this variant may depend on your activity level. The Odense Androgen Study of 783 young men1111 Odense Androgen Study of 783 young men
Saarinen et al. Polymorphisms in the LRP5 gene are associated with peak bone mass in non-sedentary men. Calcif Tissue Int, 2007 found that the A1330V polymorphism was only associated with lower BMD in physically active men, not sedentary men. This suggests the variant may alter how bones respond to mechanical loading1212 the variant may alter how bones respond to mechanical loading, making exercise even more critical if you carry the T allele. A study in Japanese male workers1313 study in Japanese male workers
Nakamura et al. A1330V polymorphism and bone mineral density in Japanese male workers. Environ Health Prev Med, 2011 found that VV individuals had significantly lower BMD than AA, but exercise (past or current) was independently protective even in those with genetic susceptibility.
For postmenopausal women with the T allele, consider discussing bone density screening (DEXA scan) earlier than standard guidelines suggest1414 bone density screening (DEXA scan) earlier than standard guidelines suggest, perhaps starting in your 50s rather than 65. Early identification of low bone mass allows intervention before fractures occur.
Interactions
LRP5 doesn't act alone in determining bone health. Another common variant in the same gene, rs4988321 (V667M), also affects BMD and fracture risk1515 rs4988321 (V667M), also affects BMD and fracture risk and is often inherited together with A1330V in certain populations. The two variants may have additive effects on bone density.
Beyond LRP5, genetic variants in genes like SOST (which produces sclerostin, an inhibitor of Wnt signaling), VDR (the vitamin D receptor), and COL1A1 (type I collagen, the main structural protein in bone) also influence bone health. The cumulative effect of multiple genetic variants likely explains why some people develop severe osteoporosis while others maintain strong bones into old age.
rs17649553
MAPT H1/H2 Haplotype Tag
- Chromosome
- 17
Genotypes
H1/H2 Heterozygote — One copy of each haplotype with intermediate tauopathy risk
H1/H1 Homozygote — Two copies of the H1 haplotype associated with increased tauopathy risk
H2/H2 Homozygote — Two copies of H2 haplotype protective against common tauopathies but increased Pick's disease risk
The MAPT H1/H2 Haplotype — An Ancient Inversion That Shapes Tauopathy Risk
About 3 million years ago, a 900-kilobase inversion occurred on chromosome 17q2111 a 900-kilobase inversion occurred on chromosome 17q21
This inversion created two distinct haplotype clades that have been recombinationally suppressed since, accumulating independent sequence variations, creating two distinct evolutionary lineages of the microtubule-associated protein tau (MAPT) gene: H1 and H2. This SNP, rs17649553, is one of several markers that can distinguish between these two haplotypes, which have profoundly different effects on the risk of developing neurodegenerative diseases involving abnormal tau protein deposits.
The MAPT gene encodes tau, a protein primarily expressed in neurons that stabilizes microtubules and supports axonal transport22 stabilizes microtubules and supports axonal transport
Microtubules are the cell's internal transportation system, and tau helps maintain their structure. When tau becomes abnormally phosphorylated and aggregates, it forms neurofibrillary tangles — pathological hallmarks of tauopathies including Alzheimer's disease, progressive supranuclear palsy (PSP), corticobasal degeneration (CBD), Pick's disease, and some forms of Parkinson's disease and frontotemporal dementia (FTD).
The Haplotype Structure
Because of the ancient inversion, H1 and H2 exist in complete linkage disequilibrium across nearly 900kb33 H1 and H2 exist in complete linkage disequilibrium across nearly 900kb
Any SNP in this region can tag the haplotype, as recombination between them has been suppressed for millions of years. The H1 haplotype is evolutionarily dynamic and contains numerous subhaplotypes (H1a, H1b, H1c, etc.), while H2 is more homogeneous. Population distribution is striking: H2 is rare in Africans, almost absent in East Asians, but found at approximately 20% frequency in Europeans44 H2 is rare in Africans, almost absent in East Asians, but found at approximately 20% frequency in Europeans
This population-specific distribution suggests selection pressure in European populations.
The Evidence for Parkinson Disease
A 2007 study of 1,762 Parkinson's disease patients and 2,010 controls found a robust association between the H1/H1 diplotype and PD risk (OR 1.46, 95% CI 1.25-1.69, p = 8×10⁻⁷)55 A 2007 study of 1,762 Parkinson's disease patients and 2,010 controls found a robust association between the H1/H1 diplotype and PD risk (OR 1.46, 95% CI 1.25-1.69, p = 8×10⁻⁷)
The effect was evident in both familial and sporadic subgroups, men and women, and early- and late-onset disease. A meta-analysis of 23 Caucasian case-control series (7,736 patients, 9,339 controls) estimated an overall OR of 0.78 for H2 versus H166 A meta-analysis of 23 Caucasian case-control series (7,736 patients, 9,339 controls) estimated an overall OR of 0.78 for H2 versus H1
This suggests H2 may be protective against Parkinson's disease.
Progressive Supranuclear Palsy and Other 4R Tauopathies
The association is even stronger for PSP. The H1 haplotype is found in approximately 94% of PSP patients compared to around 78% in healthy adults77 The H1 haplotype is found in approximately 94% of PSP patients compared to around 78% in healthy adults
Nearly all PSP patients are H1 homozygotes, though H1 appears necessary but not sufficient to cause disease. PSP is a rare atypical parkinsonian disorder characterized by vertical supranuclear gaze palsy, unprovoked falls, axial rigidity, and cognitive decline, with predominant accumulation of 4-repeat tau in neurons and glia88 with predominant accumulation of 4-repeat tau in neurons and glia
The 4R:3R tau isoform ratio appears critical in PSP pathogenesis.
Corticobasal degeneration and Alzheimer's disease also show H1 associations, though the specific subhaplotypes involved differ. The H1c subhaplotype, tagged by rs242557, is specifically associated with increased Alzheimer's disease risk in APOE ε4 non-carriers99 The H1c subhaplotype, tagged by rs242557, is specifically associated with increased Alzheimer's disease risk in APOE ε4 non-carriers
Different H1 subhaplotypes confer risk for different tauopathies.
The Pick's Disease Paradox
In a striking reversal, a 2024 study of 338 pathologically confirmed Pick's disease cases found the H2 haplotype associated with increased risk1010 a 2024 study of 338 pathologically confirmed Pick's disease cases found the H2 haplotype associated with increased risk
This is opposite to the protective effect seen in PSP and CBD. Pick's disease is a 3-repeat tauopathy characterized by Pick bodies in the frontal and temporal lobes. This finding suggests the H1/H2 polymorphism may affect the balance of 3R and 4R tau isoforms through alternative splicing of exon 101111 the H1/H2 polymorphism may affect the balance of 3R and 4R tau isoforms through alternative splicing of exon 10
H1 may promote 4R tau, while H2 may favor 3R tau.
Frontotemporal Dementia
The majority of genetic FTD is caused by mutations in C9ORF72, MAPT, or GRN genes1212 The majority of genetic FTD is caused by mutations in C9ORF72, MAPT, or GRN genes
About 10-20% of all FTD cases are genetic. While pathogenic mutations in MAPT cause familial FTD with autosomal dominant inheritance, the common H1 haplotype also contributes to sporadic FTD risk, particularly the H1c subclade1313 the common H1 haplotype also contributes to sporadic FTD risk, particularly the H1c subclade
A 2024 GWAS of 4,685 sporadic FTD cases found genome-wide significant association at the MAPT locus (p = 2.5×10⁻¹²).
Mechanism and Splicing
Studies using whole-locus genomic MAPT expression vectors demonstrate that intronic variants like rs1800547 and rs17651213 regulate haplotype-specific splicing of exon 31414 Studies using whole-locus genomic MAPT expression vectors demonstrate that intronic variants like rs1800547 and rs17651213 regulate haplotype-specific splicing of exon 3
The splicing factors hnRNP F and hnRNP Q mediate this haplotype-specific regulation. The H2 haplotype is associated with lower total MAPT expression and altered isoform ratios compared to H11515 The H2 haplotype is associated with lower total MAPT expression and altered isoform ratios compared to H1
This may explain the differential tauopathy risk profiles. Specifically, H1 appears to favor production of 4R tau isoforms, which may explain its association with 4R tauopathies like PSP and CBD.
Aging and Bradykinesia
Even in neurologically healthy older adults, the H2 haplotype is associated with age-related motor impairment, particularly bradykinesia (slowness of movement)1616 the H2 haplotype is associated with age-related motor impairment, particularly bradykinesia (slowness of movement)
This suggests MAPT variants influence aging-related functional decline independent of clinical disease. The mechanism appears distinct from classical Parkinson's disease and may involve cortico-nigro-striatal pathways different from those typically affected in PD.
Interactions
The H1/H2 haplotype interacts with other genetic risk factors. In Huntington's disease (a secondary tauopathy), H2 carriers show more rapid cognitive decline compared to H1 carriers1717 H2 carriers show more rapid cognitive decline compared to H1 carriers
This suggests tau pathology contributes to HD progression. In APOE ε4 non-carriers, the MAPT H1 haplotype becomes a more prominent risk factor for Alzheimer's disease1818 In APOE ε4 non-carriers, the MAPT H1 haplotype becomes a more prominent risk factor for Alzheimer's disease
This suggests genetic interactions between the two major AD risk loci.
The relationship between MAPT haplotypes and alpha-synuclein pathology (the hallmark of Parkinson's disease) remains incompletely understood, though interaction analyses have not found evidence of epistatic effects between SNCA and MAPT loci1919 interaction analyses have not found evidence of epistatic effects between SNCA and MAPT loci
The two risk factors appear to act independently.
rs1799945
HFE H63D
- Chromosome
- 6
- Risk allele
- G
Genotypes
Normal Iron Regulation — Normal HFE function — standard iron absorption
H63D Carrier — One copy of H63D — mildly increased iron absorption
H63D Homozygous — Two copies of H63D — modestly elevated iron absorption with low risk of clinical overload
HFE H63D — The Common Iron Variant
The HFE gene produces a protein that acts as an iron gatekeeper. It sits on
the surface of cells in the gut and liver, where it binds to
transferrin receptor 111 transferrin receptor 1
TfR1: the main receptor cells use to take up iron
from the blood via iron-loaded transferrin and helps the body sense how
much iron is circulating. When iron levels are adequate, HFE triggers
production of hepcidin22 hepcidin
A hormone produced by the liver that acts as the
master regulator of iron absorption — it blocks the iron exporter ferroportin
on gut cells, reducing dietary iron uptake, the master hormone that puts
the brakes on iron absorption. The H63D variant (rs1799945) is a C-to-G
change in exon 2 that swaps histidine for aspartic acid at position 63,
subtly weakening HFE's grip on transferrin receptor 1 and mildly blunting
the hepcidin response.
H63D is the second most common HFE variant after C282Y (rs1800562). While C282Y is the primary driver of hereditary hemochromatosis — the most common genetic disorder in people of Northern European descent — H63D has a milder and more nuanced role. It is far more common (carried by roughly one in four Europeans) yet far less likely to cause clinical iron overload on its own.
The Mechanism
The HFE protein is structurally similar to
MHC class I molecules33 MHC class I molecules
Major histocompatibility complex class I: the immune
system proteins that display fragments of internal proteins on the cell surface
for immune surveillance. It folds with beta-2 microglobulin and competes
with iron-loaded transferrin for binding to transferrin receptor 1 (TfR1). When
iron levels rise, HFE releases from TfR1 and instead binds TfR2, which
triggers a signaling cascade that upregulates hepcidin production. Hepcidin
then degrades ferroportin — the only known cellular iron exporter — on
intestinal enterocytes, effectively closing the gate on dietary iron absorption.
The H63D substitution sits in the alpha-1 domain of HFE, outside the primary TfR1 binding interface (which involves the alpha-1/alpha-2 groove). It reduces but does not abolish the interaction with TfR1. The result is a modest decrease in hepcidin signaling: enough to slightly increase baseline iron absorption but not enough to cause the dramatic iron loading seen with C282Y, which completely disrupts HFE folding and surface expression.
The Evidence
The HFE gene was
discovered in 199644 discovered in 1996
Feder JN et al. A novel MHC class I-like gene is mutated
in patients with hereditary haemochromatosis. Nat Genet, 1996
by Feder and colleagues, who found that 83% of hemochromatosis patients were
homozygous for C282Y. In the same study, H63D was identified on chromosomes
that carried hemochromatosis but not C282Y.
A pooled analysis of 14 case-control studies55 pooled analysis of 14 case-control studies
Burke W et al. Contribution of
different HFE genotypes to iron overload disease: a pooled analysis. Genet Med,
2000 quantified the risk by
genotype: H63D homozygotes had an OR of 5.7 (95% CI 3.2-10.1) for iron
overload, while C282Y/H63D compound heterozygotes had OR 32 (95% CI 18.5-55.4)
— still far below C282Y homozygotes at OR 4,383. Simple H63D heterozygotes
had only a marginal elevation (OR 1.6, 95% CI 1.0-2.6).
A dedicated study of 170 H63D homozygotes66 dedicated study of 170 H63D homozygotes
Kelley M et al. Iron overload is
rare in patients homozygous for the H63D mutation. Can J Gastroenterol Hepatol,
2014 found that while 29% had
elevated ferritin at baseline, only 6.7% developed documented iron overload at
follow-up, and just 1.7% progressed to iron overload-related disease.
For compound heterozygotes (C282Y + H63D), a
Newfoundland cohort study of 247 individuals77 Newfoundland cohort study of 247 individuals
Power TE et al. C282Y/H63D
compound heterozygosity is a low penetrance genotype for iron overload-related
disease. J Can Assoc Gastroenterol,
2022 found that only 5.3%
developed iron overload-related disease at 10-year follow-up, with men at
higher risk (13.5% documented iron overload) than women (4.3%).
Beyond Iron: Hypertension and Athletic Performance
The H63D variant has associations beyond iron storage. The
ARIC study88 ARIC study
Selvaraj S et al. HFE H63D Polymorphism and the Risk for
Systemic Hypertension. Hypertension,
2019 followed 10,902 white
participants and found that H63D carriers had higher systolic and diastolic
blood pressure, with a 2-4% (heterozygotes) and 4-7% (homozygotes) absolute
increase in hypertension risk. However, after 25 years of follow-up, there
was no increased risk of adverse cardiovascular events — the iron-mediated
blood pressure effect did not translate into heart attacks or strokes.
Intriguingly, the G allele appears to benefit endurance athletes. A
meta-analysis of five cohorts99 meta-analysis of five cohorts
Semenova EA et al. The association of HFE
gene H63D polymorphism with endurance athlete status and aerobic capacity.
Eur J Appl Physiol,
2020 found that CG/GG genotypes
were significantly overrepresented among elite endurance athletes (OR 1.96,
95% CI 1.58-2.45; P = 1.7 x 10-9). Male athletes carrying the G allele also
had higher VO2max (66.3 vs 61.8 ml/min/kg). The proposed mechanism: mildly
elevated iron stores enhance hemoglobin synthesis, erythropoiesis, and
oxygen-carrying capacity — a meaningful edge for endurance performance.
Practical Implications
For CC individuals: your HFE protein functions normally. Iron absorption is properly regulated. No special monitoring or dietary changes are needed.
For CG carriers: you carry one copy of H63D. Your iron absorption may be mildly increased, but the odds of developing clinically significant iron overload from this alone are very low. Simple awareness is appropriate — if iron markers are checked for other reasons, your result is worth noting on the chart.
For GG homozygotes: you carry two copies of H63D. About 29% of H63D homozygotes have elevated ferritin, but fewer than 7% develop documented iron overload. Periodic iron studies are prudent, and you should avoid unnecessary iron supplementation unless blood tests confirm deficiency.
Interactions
The clinically important interaction is between H63D (rs1799945) and C282Y (rs1800562). Compound heterozygotes — one copy of each — have a meaningfully higher risk of iron overload than either variant alone (OR 32 vs OR 5.7 for H63D/H63D and OR 4.1 for C282Y heterozygotes). About 2% of Europeans are compound heterozygotes, and roughly 5% of these develop iron overload-related disease. This combination warrants iron studies monitoring: fasting transferrin saturation and serum ferritin annually, with referral if transferrin saturation exceeds 45% or ferritin rises above 300 ug/L (men) or 200 ug/L (women). This is a strong candidate for a compound implication linking rs1799945 CG/GG with rs1800562 genotypes.
H63D may also interact with TMPRSS6 (rs855791), which regulates hepcidin through a different pathway. Carrying iron-increasing alleles in both genes could have additive effects on iron stores, though this interaction has less clinical evidence than the HFE C282Y combination.
rs1799983
NOS3 Glu298Asp
- Chromosome
- 7
- Risk allele
- T
Genotypes
Normal NO Production — Normal nitric oxide production
Reduced NO Production — Mildly reduced nitric oxide production
Impaired NO Production — Significantly reduced nitric oxide production
NOS3 Glu298Asp - Nitric Oxide and Cardiovascular Health
Endothelial nitric oxide synthase (eNOS), encoded by the NOS3 gene, produces nitric oxide (NO) in the lining of blood vessels. Nitric oxide is one of the most important molecules in cardiovascular biology - it relaxes blood vessel walls, prevents blood clots from forming, and reduces inflammation in the arterial lining.
The Mechanism
The Glu298Asp 11 Glutamic acid to aspartic acid at position 298 variant (rs1799983) replaces glutamic acid with aspartic acid at position 298 of the eNOS protein. The T allele (Asp) makes the enzyme more susceptible to cleavage and degradation, reducing the steady-state amount of functional eNOS in endothelial cells. Less enzyme means less nitric oxide production, which can lead to stiffer blood vessels, higher blood pressure, and increased oxidative stress.
The Uncoupling Problem
When eNOS is impaired, it can become "uncoupled" 22 Uncoupled eNOS produces harmful superoxide instead of beneficial nitric oxide - instead of producing beneficial nitric oxide, it generates superoxide, a harmful reactive oxygen species. This switches the enzyme from being protective to actively damaging. Adequate levels of BH4 33 BH4 is an essential cofactor that keeps eNOS in its coupled, NO-producing state (tetrahydrobiopterin), a critical cofactor, help prevent uncoupling.
The Evidence
A large meta-analysis44 large meta-analysis
Casas JP et al. Endothelial Nitric Oxide Synthase Genotype and Ischemic Heart Disease. Circulation, 2004 of 26 studies involving 23,028 individuals confirmed that the TT genotype
is associated with increased risk of ischemic heart disease (OR 1.31, 95% CI 1.13-1.51).
A subsequent meta-analysis of 60 studies55 meta-analysis of 60 studies
Association between eNOS rs1799983 polymorphism and hypertension. BMC Cardiovasc Disord, 2021
involving 14,185 hypertension cases and 13,407 controls found significant associations
under all genetic models (TT vs GG: OR 1.80, 95% CI 1.41-2.31). The effect is
more pronounced when combined with the NOS3 promoter variant (rs2070744) and lifestyle
factors like smoking, sedentary behavior, and poor diet.
Practical Implications
Dietary nitrates from beets, spinach, and arugula can boost NO production through an alternative pathway 66 Oral bacteria convert dietary nitrate to nitrite, which is then reduced to NO in the acidic stomach environment that bypasses eNOS entirely. Regular aerobic exercise is one of the most potent stimulators of eNOS activity and NO production. Vitamin C and other antioxidants help prevent eNOS uncoupling by supporting BH4 recycling.
rs2108622
CYP4F2 V433M (*3)
- Chromosome
- 19
- Risk allele
- T
Genotypes
Normal Vitamin K Metabolism — Standard vitamin K metabolism and typical warfarin dose requirements
Reduced Vitamin K Metabolism — Moderately reduced vitamin K metabolism requiring slightly higher warfarin doses
Significantly Reduced Vitamin K Metabolism — Substantially reduced vitamin K metabolism requiring meaningfully higher warfarin doses
CYP4F2*3 — Vitamin K Metabolism and Warfarin Dosing
CYP4F2 encodes a cytochrome P450 enzyme11 cytochrome P450 enzyme
The CYP4F2 enzyme is the primary hepatic vitamin K1 oxidase that metabolizes vitamin K1 to hydroxyvitamin K1, effectively removing it from the vitamin K cycle. This serves as a counterbalance to VKORC1 (vitamin K epoxide reductase), preventing excessive accumulation of vitamin K. The V433M variant, also known as CYP4F2*3, is a common missense mutation that significantly impacts warfarin dosing requirements22 warfarin dosing requirements
Warfarin is an anticoagulant that works by inhibiting VKORC1, thereby limiting vitamin K availability for clotting factor activation.
The Mechanism
The rs2108622 variant causes a valine-to-methionine substitution at position 433 in the CYP4F2 protein. Research using human liver microsomes33 human liver microsomes
Tissue samples analyzed from liver banks genotyped for this variant demonstrates that individuals carrying the T allele (433Met) have both reduced CYP4F2 protein concentrations and decreased vitamin K1 oxidation activity. The T allele is associated with approximately 40-45% reduction in enzyme activity compared to the wild-type. Because less vitamin K is being metabolized and removed, hepatic vitamin K1 levels rise, providing more substrate for VKORC1 to convert into the active form needed for clotting factor synthesis. This elevated vitamin K counteracts warfarin's anticoagulant effect, necessitating higher warfarin doses to achieve the same therapeutic response.
The Evidence
The association between CYP4F2*3 and warfarin dosing was first identified in 200844 first identified in 2008
Caldwell et al. CYP4F2 genetic variant alters required warfarin dose. Blood, 2008 through a genome-wide association study that screened over 1,200 SNPs in a cohort of warfarin patients. The discovery study found that TT homozygotes required approximately 1 mg/day more warfarin than CC homozygotes across three independent cohorts representing diverse US geographic regions.
This finding has been extensively replicated worldwide55 extensively replicated worldwide
Liang et al. Influence of CYP4F2 genotype on warfarin dose requirement: a systematic review and meta-analysis. Thrombosis Research, 2012. A 2012 meta-analysis of 30 studies involving 9,470 participants confirmed that T-allele carriers require an 8.3% higher mean daily coumarin dose than CC homozygotes (95% CI: 5.6-11.1%, P < 0.0001). The effect is consistent across European and Asian populations but appears less pronounced in individuals of African ancestry, where the T allele is also much rarer.
The Clinical Pharmacogenetics Implementation Consortium (CPIC)66 Clinical Pharmacogenetics Implementation Consortium (CPIC)
Johnson et al. CPIC Guideline for Pharmacogenetics-Guided Warfarin Dosing: 2017 Update. Clinical Pharmacology & Therapeutics, 2017 incorporated CYP4F2*3 into their 2017 warfarin dosing guideline update. While the effect size is smaller than that of CYP2C9 and VKORC1 variants (which collectively explain ~40% of dose variability), CYP4F2*3 contributes an additional 1-4% to the explained variance and improves the accuracy of pharmacogenetic dosing algorithms.
Practical Implications
If you are prescribed warfarin and carry one or two copies of the T allele, you will likely need a higher maintenance dose to reach your target INR (International Normalized Ratio, typically 2-3 for most indications). CPIC recommends an optional 5-10% dose increase for non-African American individuals with at least one T allele when using a pharmacogenetic algorithm that already accounts for CYP2C9 and VKORC1 genotypes. This translates to approximately 0.5-1 mg/day additional warfarin.
The effect appears most clinically relevant in patients who also carry VKORC1 variants associated with low warfarin requirements. In these individuals, CYP4F2*3 can explain a significant portion of the remaining dose variability. The interaction makes sense mechanistically: VKORC1 variants that increase warfarin sensitivity reduce the amount of active vitamin K, while CYP4F2*3 increases available vitamin K — the two variants work in opposite directions.
It's important to note that CYP4F2 testing is considered optional rather than essential in clinical warfarin management. The major determinants remain CYP2C9 (which metabolizes warfarin itself) and VKORC1 (warfarin's direct target). However, incorporating CYP4F2*3 into dosing algorithms does incrementally improve prediction accuracy and may be particularly valuable for patients who are difficult to stabilize or who fall outside the predicted dose range from CYP2C9/VKORC1 alone.
Interactions
CYP4F2*3 is one of four genetic variants incorporated into modern pharmacogenetic warfarin dosing algorithms, alongside VKORC1 rs9923231, CYP2C9*2 (rs1799853), and CYP2C9*3 (rs1057910). For individuals of African ancestry, the CYP2C cluster variant rs12777823 is more clinically relevant than CYP4F2*3.
The combined effect of these variants is complex but predictable. A person with VKORC1 AA genotype (high warfarin sensitivity) plus CYP2C9*1/*1 (normal metabolism) plus CYP4F2 TT (reduced vitamin K metabolism) represents competing influences: the VKORC1 variant lowers dose requirements substantially, while CYP4F2 TT modestly increases them. The net effect is still a lower-than-average dose, but not as low as VKORC1 AA alone would predict. Modern dosing algorithms such as those validated by the International Warfarin Pharmacogenetics Consortium77 such as those validated by the International Warfarin Pharmacogenetics Consortium
Available at www.warfarindosing.org incorporate all these variants simultaneously to generate personalized dose predictions.
Gene-gene interactions worth noting for compound implications include CYP4F2 TT + VKORC1 low-sensitivity genotypes (requiring careful upward dose titration) and CYP4F2 TT + CYP2C9 poor metabolizer status (where warfarin clearance is slow but more drug is needed to overcome elevated vitamin K). However, these interactions are generally handled by existing pharmacogenetic algorithms rather than requiring separate clinical decision-making.
rs3801387
WNT16
- Chromosome
- 7
- Risk allele
- A
Genotypes
Higher bone density with lower fracture risk
Moderately lower bone density with intermediate fracture risk
Higher risk for thin cortical bone and non-vertebral fractures
WNT16 and Cortical Bone Strength — A Key Determinant of Fracture Risk
The WNT16 gene encodes a signaling protein11 signaling protein
WNT16 is a member of the Wingless-related integration
site (WNT) family of secreted glycoproteins that regulate bone homeostasis
crucial for bone development and maintenance. Among all the WNT family members, WNT16 stands out for its
specific and powerful effect on cortical bone — the dense outer layer of bone that provides structural
strength and accounts for about 80% of the skeleton's mass. The rs3801387 variant lies in the last
intron of WNT16 and is part of a regulatory region22 regulatory region
The variant is in high linkage disequilibrium with
other functional variants including eQTLs that affect WNT16 and neighboring gene expression
that influences how much WNT16 protein your bone cells produce.
The Mechanism
WNT16 is primarily expressed by osteoblasts33 primarily expressed by osteoblasts
bone-forming cells lining the cortical bone
surface, where it plays a dual role in maintaining bone
strength. First, it acts directly on osteoclast precursors to inhibit their differentiation into
bone-resorbing osteoclasts through a non-canonical signaling pathway. Second, it increases expression
of osteoprotegerin (OPG) in osteoblasts, which acts as a decoy receptor for RANKL, further suppressing
osteoclastogenesis. The net result is reduced bone resorption on the inner (endocortical) surface,
preserving cortical thickness.
The rs3801387 variant affects this system through regulatory mechanisms. The A allele is associated with lower bone mineral density44 A allele is associated with lower bone mineral density, while the G allele appears protective, correlating with higher BMD and thicker cortical bone. In a region of high linkage disequilibrium spanning WNT16 and the adjacent FAM3C gene, rs3801387 tags multiple functional variants that influence gene expression. This makes rs3801387 a reliable proxy for overall WNT16 function, which is why it has emerged as the sentinel SNP in multiple GWAS55 sentinel SNP in multiple GWAS for bone traits.
The Evidence
Multiple large-scale studies have established rs3801387's role in bone health. A GWAS meta-analysis of cortical bone thickness in 5,878 individuals66 GWAS meta-analysis of cortical bone thickness in 5,878 individuals identified WNT16 variants associated with both cortical thickness and forearm BMD at genome-wide significance (P = 6.2×10⁻⁹ for cortical thickness). The study also demonstrated association with forearm fracture risk (OR = 1.33 for fractures, P = 7.3×10⁻⁹). A meta-analysis restricted to premenopausal women (n=4,061)77 meta-analysis restricted to premenopausal women (n=4,061) found rs3801387 reached genome-wide significance for lumbar spine BMD (P = 1.7×10⁻⁹ in discovery, improving to P = 1.3×10⁻¹¹ in joint analysis). Each copy of the minor G allele was associated with approximately 0.16 SD higher BMD, explaining 0.6-1.8% of BMD variance.
Functional validation came from Wnt16 knockout mice88 Wnt16 knockout mice, which developed spontaneous fractures due to 27% thinner cortical bone and high cortical porosity. Bone strength was reduced by 43-61% at both femur and tibia. Critically, trabecular (spongy) bone was unaffected, confirming WNT16's cortical-specific role. The effect persists through the lifespan — conditional inactivation in adult mice99 conditional inactivation in adult mice showed that WNT16 continues to regulate cortical thickness even after peak bone mass is achieved, suggesting interventions targeting this pathway could benefit older adults.
Interestingly, the effect of rs3801387 may interact with mechanical loading. A study of male endurance runners1010 male endurance runners found AA genotype runners had 14% lower lumbar spine BMD than AA genotype non-athletes (P < 0.001), while AG+GG genotype runners actually had 5% higher leg BMD than non-athletes. This suggests that in individuals with lower baseline WNT16 function (AA genotype), the repetitive loading of endurance running may not adequately compensate for reduced WNT16-mediated osteoclast suppression.
Practical Implications
Your genotype at rs3801387 provides insight into your cortical bone health trajectory, particularly your risk of non-vertebral fractures — those occurring at the hip, wrist, and other sites rich in cortical bone. Non-vertebral fractures cause enormous disability and mortality in older adults, yet existing osteoporosis treatments have only marginally reduced their incidence compared to the dramatic reductions seen for vertebral fractures. Understanding your genetic predisposition allows for earlier and more targeted preventive measures.
If you carry the AA genotype (higher risk), optimizing peak bone mass in early adulthood and minimizing bone loss thereafter becomes especially important. This means ensuring adequate calcium (1,000-1,200 mg/day) and vitamin D (800-1,000 IU/day for adults over 50) throughout life. Weight-bearing exercise 1111 Weight-bearing exercise is the single best intervention for cortical bone, as mechanical loading stimulates periosteal (outer surface) bone formation. For AA individuals who participate in high-volume endurance exercise, monitoring bone density and potentially incorporating resistance training may be particularly important.
Because WNT16 specifically affects cortical bone, standard DEXA scans of the hip and forearm (cortical-rich sites) are more informative than lumbar spine scans for monitoring your bone health trajectory. Consider establishing a baseline BMD measurement in your 40s if you have the AA genotype and additional risk factors (family history, low body weight, smoking, glucocorticoid use).
Interactions
Rs3801387 is in high linkage disequilibrium with other WNT16 variants including two missense SNPs (rs2707466 Thr>Ile and rs2908004 Gly>Arg) and rs7776725 in the adjacent FAM3C gene. These variants form haplotype blocks where the minor alleles generally cluster together and have a protective effect on BMD. When assessing bone health risk, consider that these variants act as a functional unit rather than independent factors.
WNT16 is part of the broader WNT signaling pathway, which includes other bone-related genes identified in GWAS such as LRP5, SOST, DKK1, and RANKL. However, WNT16's effect is uniquely cortical-specific, distinguishing it from pathway members that affect trabecular bone. This suggests that individuals with risk variants in both WNT16 and trabecular-affecting genes (like SOST) may face compounded fracture risk across multiple skeletal sites.
The interaction between rs3801387 genotype and vitamin D status deserves attention. A study in adolescents found multi-locus interactions between WNT16 rs3801387, vitamin D receptor (VDR), and vitamin D binding protein (VDBP) variants affecting serum vitamin D levels and bone quality 1212 multi-locus interactions between WNT16 rs3801387, vitamin D receptor (VDR), and vitamin D binding protein (VDBP) variants affecting serum vitamin D levels and bone quality . While this finding needs replication, it suggests that individuals with the AA genotype may derive particular benefit from maintaining optimal vitamin D status, as the two systems appear to interact in regulating bone homeostasis.
rs13266634
SLC30A8 Arg325Trp (C>T)
- Chromosome
- 8
- Risk allele
- C
Genotypes
Lower Diabetes Risk — Two protective alleles — reduced ZnT8 activity, lower type 2 diabetes risk
Intermediate Risk — One copy of each allele — intermediate diabetes risk with good zinc responsiveness
Higher Diabetes Risk — Two copies of the risk allele — modestly elevated type 2 diabetes risk
SLC30A8 Arg325Trp — The Zinc-Insulin Connection
The SLC30A8 gene encodes zinc transporter 811 zinc transporter 8
ZnT8 is a transmembrane protein
that pumps zinc ions from the cytoplasm into insulin secretory granules inside
pancreatic beta cells (ZnT8), a protein found almost exclusively in the
insulin-producing beta cells of the pancreas. Its job is simple but critical:
load zinc into the granules where insulin is stored. Zinc is essential for insulin
to crystallize into its stable hexameric form — without adequate zinc, insulin
is less stable, harder to store, and released less efficiently.
The rs13266634 variant changes a single amino acid at position 325 from arginine
(encoded by the common C allele) to tryptophan (encoded by the T allele). This
was one of the first type 2 diabetes risk loci identified by
genome-wide association22 genome-wide association
Sladek R et al. A genome-wide association study
identifies novel risk loci for type 2 diabetes. Nature, 2007,
and it carries an unusual twist: the common allele (C, found in ~70% of people
globally) is the risk allele, while the less common T allele is protective.
The Mechanism
ZnT8 sits in the membrane of insulin secretory granules and actively pumps
zinc ions33 zinc ions
Each insulin hexamer contains two Zn2+ ions at its core; roughly
70% of beta cell zinc resides in these granules into these compartments.
Inside the granule, two zinc ions bind six insulin molecules to form a
crystalline hexamer — the storage form of insulin. This crystallization
increases storage capacity and protects insulin from premature degradation.
The Arg325 (C allele) and Trp325 (T allele) forms of ZnT8 differ in their
zinc transport efficiency. Counterintuitively, the Arg325 version associated
with the common C risk allele appears to transport zinc at higher capacity,
yet carriers show impaired insulin processing44 impaired insulin processing
Including elevated proinsulin-to-insulin
ratios, suggesting that excess zinc granule loading may paradoxically interfere
with the conversion of proinsulin to mature insulin and reduced first-phase
insulin release. The Trp325 variant (T allele) has reduced transport activity
but is associated with better insulin secretion dynamics.
This paradox was dramatically underscored when
Flannick and colleagues55 Flannick and colleagues
Flannick J et al. Loss-of-function mutations in
SLC30A8 protect against type 2 diabetes. Nat Genet, 2014
discovered that rare complete loss-of-function mutations in SLC30A8 confer
a striking 65% reduction in type 2 diabetes risk. This inverted the prevailing
assumption that more ZnT8 activity equals better insulin function, and
established ZnT8 inhibition as a potential therapeutic target.
The Evidence
The original GWAS66 original GWAS
Sladek R et al. Nature, 2007
identified rs13266634 in a French cohort, and replication was swift.
A meta-analysis of 46 studies77 meta-analysis of 46 studies
Fan M et al. Association of SLC30A8 gene
polymorphism with type 2 diabetes, evidence from 46 studies. Endocrine, 2016
encompassing 71,890 cases and 96,753 controls confirmed the association
across European, Asian, and African populations with an odds ratio of
approximately 1.15 per C allele (CC vs TT: OR ~1.53).
The EUGENE2 study88 EUGENE2 study
Staiger H et al. The common SLC30A8 Arg325Trp variant
is associated with reduced first-phase insulin release. Diabetologia, 2008
showed that CC homozygotes had a 19% decrease in first-phase insulin release
during intravenous glucose tolerance testing compared to T allele carriers,
providing a functional mechanism linking genotype to diabetes risk.
Critically, the relationship between this variant and diabetes risk is
modifiable by zinc status. Chu and colleagues99 Chu and colleagues
Chu A et al. Interactions
between zinc transporter-8 gene and plasma zinc concentrations for impaired
glucose regulation and type 2 diabetes. Diabetes, 2014
found that each 10 ug/dL increase in plasma zinc was associated with 22%
lower odds of type 2 diabetes in TT carriers, 17% lower in CT carriers, but
only 7% lower in CC carriers — a significant gene-nutrient interaction.
A zinc supplementation trial1010 zinc supplementation trial
Maruthur NM et al. Effect of zinc
supplementation on insulin secretion: interaction between zinc and SLC30A8
genotype in Old Order Amish. Diabetologia, 2015
in 55 non-diabetic Amish individuals found that after 14 days of zinc
supplementation (50 mg elemental zinc twice daily), carriers of the T allele
experienced a 26% increase in early insulin response to glucose at 5 minutes
compared to CC homozygotes — the first direct evidence that zinc
supplementation can differentially improve beta cell function based on
SLC30A8 genotype.
Practical Implications
This SNP sits at the intersection of genetics and nutrition. The key insight is that zinc status matters more for some genotypes than others. CC homozygotes have the highest baseline diabetes risk but show the smallest benefit from zinc optimization, while T allele carriers — who already have lower risk — get the most benefit from adequate zinc intake.
For everyone, ensuring adequate zinc intake supports insulin function. Good dietary sources include oysters, red meat, poultry, beans, nuts, and pumpkin seeds. For CC homozygotes, the focus should extend beyond zinc to broader metabolic health: maintaining a healthy weight, regular physical activity, and monitoring blood glucose are important given the modestly elevated diabetes risk.
Interactions
SLC30A8 rs13266634 interacts with other type 2 diabetes risk loci. The combination of the CC genotype here with TCF7L2 rs7903146 risk alleles (TT or CT) compounds overall diabetes risk through independent but converging pathways — SLC30A8 affecting insulin storage and release, TCF7L2 affecting beta cell development and incretin signaling. Individuals carrying risk alleles at both loci should be especially vigilant about metabolic health monitoring.
The SLC30A8 variant also influences ZnT8 autoantibody specificity in type 1 diabetes. The Arg325 (C allele) form is the dominant autoantibody target. While this does not change the type 2 diabetes risk interpretation, it adds a layer of immunological significance to this variant.
rs143383
GDF5 C/T
- Chromosome
- 20
- Risk allele
- T
Genotypes
Typical GDF5 Expression — Normal cartilage maintenance capacity
Reduced GDF5 Expression — Moderately reduced cartilage maintenance capacity
Low GDF5 Expression — Significantly reduced cartilage maintenance capacity
GDF5 and Joint Health — A Genetic Influence on Cartilage Longevity
The GDF5 gene encodes growth differentiation factor 511 growth differentiation factor 5
a member of the bone morphogenetic
protein (BMP) family essential for skeletal development,
particularly in forming and maintaining cartilage in synovial joints.
rs143383
is a C to T transition SNP located in the 5'untranslated region (5'UTR) of the GDF5 gene
.
This regulatory region controls how much GDF5 protein your cells produce, and
the T
allele of the SNP is associated with increased risk of osteoarthritis (OA) in Europeans and in
Asians
.
GDF5 is on the minus strand of chromosome 20, and this is an intron variant located in a critical regulatory region. While technically classified as an intron variant in some databases, it functions as a regulatory element in the gene's 5' UTR, affecting transcription.
The Mechanism
The T allele produces less GDF5 transcript relative to the C allele, a phenomenon known as differential allelic expression (DAE) . Studies show an average of 27% lower expression of the disease-associated T allele than the C allele in synovial joint tissues from OA patients . The mechanism involves transcription factor binding:
Sp1, Sp3, and DEAF-1 are repressors of GDF5 expression, with DEAF-1 modulating the differential allelic effect — the rs143383 T allele being repressed to a significantly greater extent than the C allele .
This reduced expression matters because GDF5 is essential for cartilage homeostasis. It promotes
chondrocyte differentiation, stimulates production of cartilage matrix proteins like aggrecan and
type II collagen22 cartilage matrix proteins like aggrecan and
type II collagen
key structural components of healthy cartilage,
and supports joint repair processes. Less GDF5 means less cartilage maintenance capacity over time.
The Evidence
GDF5 is the most compelling candidate association signal so far reported for OA, with the rs143383 single nucleotide polymorphism (SNP) showing association in both Europeans and Asians and at a significance level of P < 5.0 × 10⁻⁸ . The evidence spans multiple joint sites:
Knee osteoarthritis33 Knee osteoarthritis
Valdes et al. (2011). The GDF5 rs143383 polymorphism is associated with
osteoarthritis of the knee with genome-wide statistical significance. Ann Rheum Dis.:
A significant random-effects summary OR for knee OA was demonstrated for rs143383 (1.15 [95% confidence interval 1.09-1.22]) (P=9.4×10⁻⁷), with no significant between-study heterogeneity . This is the strongest and most consistent association.
Lumbar disc degeneration44 Lumbar disc degeneration
Williams et al. (2011). GDF5 single-nucleotide polymorphism rs143383 is
associated with lumbar disc degeneration in Northern European women. Arthritis Rheum.:
An association between LDD and the SNP rs143383 was identified in women, with the same risk allele as in knee and hip OA (odds ratio 1.72 [95% confidence interval 1.15–2.57], P = 0.008) . The association was specific to women and particularly evident with severe disc degeneration.
Meta-analysis across musculoskeletal conditions55 Meta-analysis across musculoskeletal conditions
Liu et al. (2018). Association between GDF5
rs143383 genetic polymorphism and musculoskeletal degenerative diseases susceptibility: a
meta-analysis. BMC Med Genet.:
Meta-analysis of GDF5 rs143383 polymorphism was statistically associated with increased risk of musculoskeletal degenerative diseases under each genetic model (allele model: OR = 1.32, 95% CI 1.19–1.48, P = 0.000; homozygote model: OR = 1.80, 95%CI 1.49–2.16, P = 0.000) , covering 5,915 cases and 12,252 controls across both osteoarthritis and intervertebral disc degeneration.
The effect sizes are modest but highly reproducible — classic for common variants affecting complex traits. The T allele doesn't guarantee joint problems, but it tips the scales toward faster cartilage degradation over decades.
Practical Implications
This variant influences your joints' capacity to maintain and repair cartilage throughout life. The T allele creates a slight ongoing deficit in GDF5 expression, which compounds with age, mechanical stress, and other risk factors.
Weight matters more for you. With reduced cartilage maintenance capacity, excess mechanical load accelerates degeneration. Each extra 5 kg of body weight increases knee OA risk, and this effect is amplified when your baseline cartilage repair is compromised.
Joint-protective nutrients and supplements may help compensate. Glucosamine and chondroitin66 Glucosamine and chondroitin
natural
components of cartilage
support cartilage structure. Studies show they can slow cartilage loss and reduce pain in OA, particularly
the glucosamine sulfate form combined with chondroitin. Omega-3 fatty acids (EPA/DHA) reduce inflammatory
responses in joints. Vitamin D and K support bone health underlying cartilage. SAM-e has shown cartilage-protective
effects and pain relief comparable to NSAIDs.
Activity patterns should favor joint preservation. Low-impact exercise (swimming, cycling, elliptical) maintains joint health without excessive wear. Strength training builds muscle support around joints, offloading cartilage. Avoid chronic high-impact activities and repetitive joint stress if possible.
Interactions
This effect is influenced by a second SNP (rs143384, C/T) in the same area . The two variants work together to regulate GDF5 expression through methylation:
The C alleles of both SNPs form CpG dinucleotides. Demethylation of both SNP's increases GDF5 expression . When you carry the T allele at rs143383 along with the T allele at rs143384, the reduction in GDF5 expression is most pronounced. This represents a compound heterozygosity scenario where the combined genotype creates a stronger effect than either variant alone.
Other genes in cartilage homeostasis pathways may also interact with GDF5 function, including COL2A1 (type II collagen), ACAN (aggrecan), and other BMP family members, though specific compound implications require individual research into those variants.
rs1799971
OPRM1 A118G
- Chromosome
- 6
- Risk allele
- G
Genotypes
Normal Opioid Response — Typical mu-opioid receptor function with standard opioid sensitivity
Intermediate Opioid Response — Moderately reduced mu-opioid receptor function; may need adjustments in opioid pain management
Reduced Opioid Response — Significantly reduced mu-opioid receptor function; likely need higher opioid doses or alternative medications
The Mu-Opioid Receptor Variant — Your Body's Response to Pain and Opioid Medications
The OPRM1 gene encodes the mu-opioid receptor, the primary target for morphine, fentanyl, and most prescription opioid painkillers11 morphine, fentanyl, and most prescription opioid painkillers
The mu-opioid receptor is also where your body's natural pain-relief system — endorphins and enkephalins — exerts its effects. The A118G variant, also known as Asn40Asp or rs1799971, is
a substitution where asparagine is replaced by aspartic acid at residue 40
of the receptor protein. This single amino acid change occurs at
an N-glycosylation site at the extracellular domain of the receptor
, altering how the receptor is assembled and how it functions.
The Mechanism
The G allele is associated with reduced receptor expression in vitro and in vivo, although the mechanism of reduced receptor expression is unclear
. Neuroimaging studies have shown22 Neuroimaging studies have shown
Using PET scans to measure opioid receptor binding in living brains that
G carriers show an overall reduction of baseline mu-opioid receptor availability in regions implicated in pain and affective regulation including the anterior cingulate cortex, nucleus accumbens, and thalamus. The functional consequence is that people with the G allele typically have fewer or less responsive mu-opioid receptors available to respond to both endogenous opioids (like endorphins) and exogenous opioids (like morphine).
The G variant is remarkably common in East Asian populations — occurring at frequencies of 40-60% in Asia and moderate frequency (15%) in samples of European ancestry . This substantial population difference means the clinical impact of this variant varies dramatically across ethnic groups, with roughly half of East Asians carrying at least one copy compared to about a quarter of Europeans.
The Evidence
Pain Management and Opioid Analgesia: The most consistent finding is that G allele carriers require higher doses of certain opioids for adequate pain control.
A meta-analysis of 18 studies involving 4,607 participants
found G carriers needed more postoperative opioid medication than AA homozygotes. A 2019 meta-analysis33 A 2019 meta-analysis
Yu et al. examined cancer pain specifically found
G allele carriers required more opioid analgesia in cancer pain management .
Importantly, not all opioids are equally affected.
A prospective study of 222 cancer patients found that pain relief after opioid therapy did not differ among genotypes for tapentadol or methadone, whereas it was significantly smaller in G-allele carriers for hydromorphone, oxycodone, and fentanyl . This suggests that tapentadol and methadone may be more suitable than hydromorphone, oxycodone, and fentanyl for G-allele carriers due to their dual mechanism of action
— these drugs work partially through non-opioid pathways (norepinephrine reuptake inhibition for tapentadol, NMDA receptor antagonism for methadone) that bypass the mu-opioid receptor deficit.
Substance Dependence and Addiction: Paradoxically, while G carriers show reduced opioid receptor function, a meta-analysis of 25 datasets with over 28,000 European-ancestry subjects found the G allele showed modest protective effects (OR=0.90) against general substance dependence .
The G variant is now one of the few examples of a genetic factor that demonstrates a similar, general effect across multiple substances .
Naltrexone for Alcohol Use Disorder: The story with naltrexone — a mu-opioid receptor blocker used to treat alcohol use disorder — is complex and controversial. Early retrospective studies suggested G carriers responded better to naltrexone, but larger prospective trials and meta-analyses44 larger prospective trials and meta-analyses
The most rigorous recent evidence have been disappointing.
From the evidence to date, it remains unclear whether the OPRM1 Asn40Asp polymorphism predicts naltrexone treatment response in alcohol use disorder . The 2024 CPIC guideline explicitly states there are no therapeutic recommendations for dosing opioids based on OPRM1 genotype (CPIC level C) .
Pain Sensitivity and Side Effects:
The G allele is associated with a reduced risk of postoperative vomiting when opioids are used, though effects on nausea, pruritus, and dizziness are inconsistent.
Practical Implications
If you carry one or two copies of the G allele, you may experience reduced pain relief from commonly prescribed opioid medications including morphine, fentanyl, oxycodone, and hydromorphone. This does not mean these medications won't work — but you may need higher doses than average, or you may find better success with alternative opioids like tapentadol or methadone that work through multiple mechanisms.
For postoperative or acute pain management, discuss your genotype with your anesthesiologist or pain management physician. They may opt for multimodal pain control strategies — combining opioids with non-opioid medications like acetaminophen, NSAIDs, or regional anesthesia techniques — to achieve adequate pain control without excessive opioid doses.
The evidence does not support using OPRM1 genotype to guide naltrexone treatment for alcohol use disorder at this time, though research continues. If you're considering naltrexone, response should be judged on clinical outcomes rather than genotype.
Interactions
The mu-opioid receptor does not function in isolation. Animal studies and some human evidence suggest interactions between OPRM1 and dopamine system genes (like COMT and DAT1) may influence both naltrexone response and addiction vulnerability, but these interactions remain under investigation and are not yet actionable for clinical use. The endogenous opioid system also interacts extensively with the stress response system, pain pathways, and reward circuitry throughout the brain.
rs2070744
NOS3 T-786C promoter
- Chromosome
- 7
- Risk allele
- C
Genotypes
Normal NOS3 Expression — Normal NOS3 expression
Reduced NOS3 Expression — Reduced NOS3 expression
Low NOS3 Expression — Significantly reduced NOS3 expression
NOS3 T-786C Promoter - Controlling Enzyme Production
While rs1799983 affects the structure of the eNOS enzyme, the T-786C 11 The -786 means 786 base pairs upstream of the gene's start; T-to-C is the nucleotide change promoter variant (rs2070744) controls how much enzyme is produced in the first place. This variant sits in the promoter region of the NOS3 gene, which is the DNA sequence that regulates gene transcription.
The Mechanism
The C allele at position -786 reduces NOS3 gene transcription by altering transcription factor binding. 22 Transcription factors are proteins that bind to specific DNA sequences to turn genes on or off A protein called replication protein A1 (RPA1) binds to the C allele more strongly, acting as a transcriptional repressor. The result is less eNOS mRNA, less protein, and ultimately less nitric oxide production capacity in your blood vessel walls. Studies have shown that the CC genotype reduces promoter activity by 30-40% compared to TT.
Compounding Effects
This promoter variant is particularly significant when combined with the Glu298Asp structural variant (rs1799983). Having both means you produce less enzyme (due to the promoter variant) AND the enzyme you do produce is less stable (due to the structural variant). 33 This is analogous to a factory that both makes fewer units and has a higher defect rate on the ones it does make This compound effect can meaningfully reduce your nitric oxide availability.
Evidence and Clinical Relevance
Nakayama et al.44 Nakayama et al.
Nakayama M et al. T-786C mutation in the 5'-flanking region of the endothelial nitric oxide synthase gene is associated with coronary spasm. Circulation, 1999
found that the mutant allele was the most predictive independent risk factor for
coronary spasm in a study of 174 patients and 161 controls. The CC genotype is
associated with increased risk of coronary artery spasm, hypertension, and
endothelial dysfunction in multiple populations.
Supporting Nitric Oxide Production
The strategies for supporting NO production are the same regardless of which NOS3 variant you carry: regular aerobic exercise (the most potent natural eNOS stimulator), dietary nitrates from vegetables (beets, spinach, arugula), adequate antioxidant intake to prevent eNOS uncoupling, and avoiding smoking, which directly damages endothelial function.
rs6746030
SCN9A R1150W
- Chromosome
- 2
- Risk allele
- A
Genotypes
Typical Pain Sensitivity — Two copies of the common variant; typical pain sensitivity
High Pain Sensitivity — Two copies of the pain-sensitive variant; likely to experience pain more intensely than average
Moderately Increased Pain Sensitivity — One copy of the pain-sensitive variant; likely to experience somewhat more pain than average
The Nav1.7 Pain Sensitivity Variant — How Your Sodium Channels Set Your Pain Threshold
The SCN9A gene encodes Nav1.711 Nav1.7
a voltage-gated sodium channel critical for transmitting pain signals from peripheral nerves to the brain. This channel acts as a molecular amplifier in nociceptors—specialized sensory neurons that detect potentially harmful stimuli. The rs6746030 variant causes an amino acid substitution from arginine to tryptophan at position 1150 (R1150W), located in the intracellular loop between domains II and III of the channel protein.
While rare mutations in SCN9A cause dramatic pain disorders—complete insensitivity to pain when the channel is nonfunctional, or severe episodic pain syndromes like erythromelalgia when overactive22 complete insensitivity to pain when the channel is nonfunctional, or severe episodic pain syndromes like erythromelalgia when overactive—the common rs6746030 variant has a more subtle but measurable effect. The A allele occurs at approximately 10-13% frequency globally and increases pain sensitivity quantitatively rather than causing a discrete pain disorder.
The Mechanism
The R1150W substitution replaces a positively charged arginine with a non-polar tryptophan in a functionally critical region of Nav1.7. Electrophysiological studies using patch-clamp recordings show that the A allele alters voltage-dependent slow inactivation of the channel (p=0.042)33 Electrophysiological studies using patch-clamp recordings show that the A allele alters voltage-dependent slow inactivation of the channel (p=0.042), causing the channel to remain active longer than normal. This increased activity means that small, sub-threshold stimuli are more likely to be amplified into full action potentials, effectively lowering the threshold at which pain signals are generated and transmitted.
The arginine at position 1150 is evolutionarily conserved across species44 evolutionarily conserved across species, suggesting functional importance. The variant's effect is mediated specifically through C-fiber activation—the thin, unmyelinated nerve fibers that transmit slow, burning pain and temperature sensation.
The Evidence
The association between rs6746030 and pain perception has been replicated across multiple clinical populations and experimental settings. The landmark 2010 study by Reimann et al. genotyped 27 SNPs in SCN9A across 578 individuals with osteoarthritis and found rs6746030 showed the strongest association with pain scores (p=0.016)55 The landmark 2010 study by Reimann et al. genotyped 27 SNPs in SCN9A across 578 individuals with osteoarthritis and found rs6746030 showed the strongest association with pain scores (p=0.016). This finding was then replicated in four additional cohorts: 195 people with sciatica, 100 amputees with phantom limb pain, 179 individuals after lumbar disc surgery, and 205 people with pancreatitis. Across all five cohorts totaling 1,277 individuals, the combined p-value was 0.0001, with A allele carriers consistently reporting more pain66 Across all five cohorts totaling 1,277 individuals, the combined p-value was 0.0001, with A allele carriers consistently reporting more pain.
In patients with chronic disc herniation, A allele carriers reported significantly higher preoperative back pain intensity (VAS 7.5 ± 2.4) compared to GG homozygotes (VAS 6.5 ± 2.7, p=0.012)77 In patients with chronic disc herniation, A allele carriers reported significantly higher preoperative back pain intensity (VAS 7.5 ± 2.4) compared to GG homozygotes (VAS 6.5 ± 2.7, p=0.012). The effect was similar for leg pain (VAS 7.8 vs 6.8, p=0.013). A study of 309 healthy Chinese women found the A allele associated with increased sensitivity to mechanical pain thresholds88 A study of 309 healthy Chinese women found the A allele associated with increased sensitivity to mechanical pain thresholds.
In 214 combat athletes and 92 controls, carriers of the GA and AA genotypes showed decreased pain tolerance compared to GG homozygotes99 In 214 combat athletes and 92 controls, carriers of the GA and AA genotypes showed decreased pain tolerance compared to GG homozygotes. Interestingly, training appeared to partially override genetic predisposition—combat athletes showed higher pain thresholds than controls regardless of genotype, suggesting pain tolerance is modifiable through conditioning.
A 2016 study in cancer patients receiving oxaliplatin chemotherapy found an unexpected protective effect: the A allele was associated with lower risk of severe neuropathy (OR=0.39, 95% CI 0.16-0.96, p=0.041)1010 A 2016 study in cancer patients receiving oxaliplatin chemotherapy found an unexpected protective effect: the A allele was associated with lower risk of severe neuropathy (OR=0.39, 95% CI 0.16-0.96, p=0.041). This counterintuitive finding suggests the variant's effect may be context-dependent or pathway-specific.
Not all studies have found associations. A 2012 meta-analysis of four population-based cohorts totaling 1,071 chronic widespread pain cases and 3,212 controls found no association (OR=0.96, p=0.567)1111 A 2012 meta-analysis of four population-based cohorts totaling 1,071 chronic widespread pain cases and 3,212 controls found no association (OR=0.96, p=0.567). A recent 2025 UK Biobank analysis of over 148,000 carriers found no increased risk of chronic pain, neuropathic pain, or opioid prescriptions1212 A recent 2025 UK Biobank analysis of over 148,000 carriers found no increased risk of chronic pain, neuropathic pain, or opioid prescriptions, suggesting the variant's effect may be limited to acute or stimulus-evoked pain rather than chronic pain conditions.
Practical Implications
If you carry one or two copies of the A allele, you may experience pain more intensely than others given the same stimulus. This doesn't mean you're fragile or overreacting—it reflects a measurable difference in how your nociceptors process signals. The effect is modest (typically a 0.5-1 point difference on a 10-point pain scale) but consistent across diverse pain contexts.
This genetic insight may be particularly relevant for surgical planning, pain management strategies, and anesthesia requirements. The variant has been associated with altered response to propofol anesthesia, with A allele carriers showing lower bispectral index values after induction1313 The variant has been associated with altered response to propofol anesthesia, with A allele carriers showing lower bispectral index values after induction, suggesting greater anesthetic susceptibility. For post-operative pain management, proactive rather than reactive approaches may be warranted.
Physical training appears to partially override genetic predisposition, as combat athletes with pain-sensitive genotypes still developed higher pain thresholds than untrained controls. This suggests that regular exposure to controlled painful stimuli can build tolerance through neuroplastic adaptation, a phenomenon known as the repeated bout effect.
Interactions
SCN9A variants may interact with other pain pathway genes including COMT (catechol-O-methyltransferase, which affects pain modulation through dopamine and norepinephrine metabolism) and GCH1 (GTP cyclohydrolase 1, involved in synthesis of tetrahydrobiopterin, a cofactor for neurotransmitter production). Individuals carrying pain-sensitizing variants in multiple genes may experience additive effects on pain perception.
The variant has shown gene-gene interactions with GABAA receptor SNPs in determining propofol anesthesia susceptibility1414 The variant has shown gene-gene interactions with GABAA receptor SNPs in determining propofol anesthesia susceptibility, suggesting combined effects on neuronal excitability beyond pain pathways alone.
rs1045642
ABCB1 C3435T
- Chromosome
- 7
- Risk allele
- T
Genotypes
High P-gp Expression — Standard P-glycoprotein expression and drug efflux activity
Intermediate P-gp Expression — Moderately reduced P-glycoprotein expression with variable drug effects
Reduced P-gp Expression — Significantly reduced P-glycoprotein expression affecting many medications
The Efflux Pump That Doesn't Change — But Everything Changes Anyway
P-glycoprotein is your body's master bouncer, stationed at critical barriers —
the gut, liver, kidneys, blood-brain barrier — pumping hundreds of drugs and
toxins back out before they can accumulate. The ABCB1 gene11 ABCB1 gene
Also known as
MDR1 (multidrug resistance 1), this gene encodes a 1280-amino-acid
transmembrane pump on chromosome 7
creates this ATP-dependent efflux transporter, determining how much of a drug
actually reaches its target versus getting ejected back into circulation.
C3435T is a synonymous variant — same amino acid (isoleucine at position 1145),
different nucleotide — yet it profoundly alters P-gp expression and function.
The Mechanism: When Silence Isn't Silent
Despite encoding the same amino acid, the T variant creates a rare codon22 rare codon
Less frequently used in human protein synthesis, slowing translation
rate that changes how the mRNA
folds during translation. Wang et al. demonstrated33 Wang et al. demonstrated
Using allele-specific
expression analysis in human liver samples
that the 3435T allele produces less stable mRNA (C/T ratios 1.06-1.61),
reducing P-gp expression by altering mRNA secondary structure. The result:
TT homozygotes have 30-50% lower intestinal P-gp expression than CC carriers,
leading to higher plasma drug levels for P-gp substrates after oral
administration.
Kimchi-Sarfaty's group showed44 Kimchi-Sarfaty's group showed
Published in Science
2007 that the synonymous change
also alters co-translational protein folding, creating a P-gp structure with
different substrate specificity despite similar protein levels. The rare codon
slows translation, giving the nascent protein extra time to fold differently,
changing which drugs fit the efflux pump.
The Evidence: Hundreds of Drugs, Inconsistent Results
The Hoffmeyer study55 Hoffmeyer study
2000 landmark paper with 21 healthy
volunteers first reported that TT
homozygotes had significantly lower duodenal P-gp expression and 1.5-fold
higher plasma digoxin concentrations compared to CC homozygotes. Since then,
hundreds of studies have examined C3435T effects on drug disposition, with
maddeningly inconsistent results.
For immunosuppressants: Haufroid et al. (n=100 renal transplant patients)66 Haufroid et al. (n=100 renal transplant patients) found TT carriers needed lower tacrolimus doses to achieve target levels, though effects were modest compared to CYP3A5 polymorphisms. Meta-analyses show small but significant associations with cyclosporine pharmacokinetics, though clinical utility remains debated.
For antidepressants: Saiz-Rodríguez et al. (n=473 healthy volunteers)77 Saiz-Rodríguez et al. (n=473 healthy volunteers) found TT individuals showed lower olanzapine clearance but enhanced elimination of risperidone and trazodone, suggesting drug-specific effects. The authors concluded that C3435T affects some CNS drugs but that ABCB1 haplotypes (combinations with rs1128503 and rs2032582) may be more predictive than single SNPs.
The inconsistency stems from several factors: C3435T is in strong linkage
disequilibrium88 linkage
disequilibrium
Two SNPs inherited together more often than by
chance with rs1128503
(C1236T) and rs2032582 (G2677T/A), forming common haplotypes. Drug response
depends on substrate-specific affinity for different P-gp conformations.
CYP3A4/5 metabolism often matters more than P-gp transport. Tissue-specific
effects vary (intestine vs. blood-brain barrier). PharmGKB assigns Level 3
evidence (single or non-replicated studies) for most C3435T-drug pairs.
Practical Implications: Know Your Substrates
P-glycoprotein handles hundreds of structurally diverse substrates99 hundreds of structurally diverse substrates: cardiac drugs (digoxin, verapamil, diltiazem), immunosuppressants (cyclosporine, tacrolimus), cancer chemotherapy (doxorubicin, vincristine, paclitaxel, imatinib), antiretrovirals (ritonavir, saquinavir), opioids (morphine, fentanyl, methadone), antihistamines (fexofenadine), and many others.
The TT genotype generally means higher drug bioavailability (more gets in) but also higher CNS penetration and potentially more side effects. However, the clinical significance varies dramatically by drug, dose, and individual. For narrow therapeutic index drugs like digoxin or immunosuppressants, even modest effects matter. For most other medications, dose adjustments based on clinical response (therapeutic drug monitoring) outweigh genetic prediction.
Interactions: The Haplotype Matters More
C3435T rarely acts alone. It forms two major haplotypes with rs1128503 (C1236T) and rs2032582 (G2677T/A): the reference haplotype (C-G-C, designated ABCB1*1) and the variant haplotype (T-T-T, designated ABCB1*13). Studies increasingly show that haplotype analysis predicts drug response better than single SNPs, since the combined effect of multiple linked variants determines overall P-gp expression and function. Population frequencies vary dramatically1010 Population frequencies vary dramatically: the 3435C allele ranges from 34% in some Asian populations to 90% in West African populations.
rs1801280
NAT2 I114T
- Chromosome
- 8
- Risk allele
- C
Genotypes
Rapid Acetylator — Rapid acetylator at this position
Intermediate Acetylator — Intermediate acetylator
Slow Acetylator — Slow acetylator at this position
NAT2 I114T - Your Detoxification Speed
N-acetyltransferase 2 (NAT2) is a Phase II 11 Phase II detoxification conjugates reactive intermediates from Phase I with small molecules to make them water-soluble and excretable detoxification enzyme that adds an acetyl group to aromatic amines and hydrazines, making them water-soluble so your body can excrete them. These substrates include environmental carcinogens from cigarette smoke, heterocyclic amines 22 Heterocyclic amines are carcinogenic compounds formed when meat is cooked at high temperatures, especially charring or grilling from cooked meat, and medications like isoniazid (tuberculosis treatment) and sulfasalazine.
The Mechanism
The I114T variant (rs1801280) changes isoleucine to threonine at position 114 of the NAT2 protein. The C allele (Thr) destabilizes the enzyme, leading to faster degradation and lower acetylation capacity. This is one of the most common "slow acetylator" alleles in European populations, characterizing the NAT2*5B haplotype. The C allele frequency is remarkably high in Europeans (~44%) but very rare in East Asians (~3%).
Slow vs. Rapid Acetylators
NAT2 acetylator status is determined by the combination of multiple variants (rs1801280, rs1799930, rs1208). You need two slow alleles (one from each parent) to be a slow acetylator. About 50-60% of Europeans are slow acetylators 33 This high frequency suggests slow acetylation may have been advantageous in certain ancestral environments due to the high frequency of these variants, compared to only 10-20% of East Asians.
Clinical Significance
Slow acetylators have increased risk of bladder cancer from occupational exposure
to aromatic amines. A major meta-analysis44 major meta-analysis
Garcia-Closas M et al. NAT2 slow acetylation and bladder cancer risk. Lancet, 2005
found an overall OR of 1.4 (95% CI 1.2-1.7) for bladder cancer in slow acetylators,
with stronger effects in cigarette smokers. Slow acetylators also require dose
adjustments for isoniazid and are more prone to drug-induced lupus from certain
medications. However, slow acetylation may actually be protective in some contexts -
rapid acetylators have higher colorectal cancer risk from heterocyclic amines in
well-done meat.
Practical Advice
If you are a slow acetylator: minimize exposure to cigarette smoke (active and secondhand), moderate consumption of heavily charred or grilled meats, and inform your doctor of your acetylator status if prescribed isoniazid or other NAT2 substrate medications.
rs3025058
MMP3 5A/6A
- Chromosome
- 11
- Risk allele
- T
Genotypes
Intermediate MMP-3 Expression — You have intermediate MMP-3 enzyme production, balancing matrix breakdown and preservation
Low MMP-3 Expression — Your cells produce less MMP-3 enzyme from this gene, slowing extracellular matrix turnover
High MMP-3 Expression — Your cells produce high levels of MMP-3 enzyme, accelerating extracellular matrix breakdown
The Matrix Remodeler — How a Promoter Variant Shapes Your Joints and Arteries
Matrix metalloproteinase-3 (MMP-3), also called stromelysin-1, is one of the body's primary enzymes for breaking down the extracellular matrix — the structural scaffolding that holds tissues together. MMP-3 degrades collagen types II, III, IV, IX, and X, along with proteoglycans, fibronectin, laminin, and elastin11 MMP-3 degrades collagen types II, III, IV, IX, and X, along with proteoglycans, fibronectin, laminin, and elastin
These proteins form the framework of cartilage, tendons, blood vessel walls, and other connective tissues. The rs3025058 polymorphism, a simple insertion or deletion of a single adenosine base in the gene's promoter region at position -1612, profoundly affects how much MMP-3 your cells produce.
The variant is known as the 5A/6A polymorphism because one version contains a run of 5 adenosines (the 5A allele, higher activity) while the other has 6 adenosines (the 6A allele, lower activity). In 23andMe raw data, this appears as T's on the complementary strand: TT corresponds to 5A/5A (highest MMP-3 expression), CT to 5A/6A (intermediate), and CC to 6A/6A (lowest expression).
The Mechanism
This is a classic example of a regulatory variant — the DNA sequence change doesn't alter the MMP-3 protein itself, but rather controls the dimmer switch determining how much enzyme gets made. The 5A allele shows 2-4 fold higher promoter activity and gene expression compared to the 6A allele22 The 5A allele shows 2-4 fold higher promoter activity and gene expression compared to the 6A allele
Studies in macrophages, smooth muscle cells, and fibroblasts all demonstrate this functional difference. The mechanism involves differential binding of the transcription factor NFκB: the NFκB p50 and p65 subunits bind more strongly to the 5A allele than the 6A allele, particularly during inflammatory conditions33 the NFκB p50 and p65 subunits bind more strongly to the 5A allele than the 6A allele, particularly during inflammatory conditions
This allele-specific transcriptional regulation is augmented when cells are activated.
The Evidence
The clinical consequences of this promoter polymorphism depend heavily on context — which tissue is affected, what type of stress it's under, and even ancestry. The most robust associations emerge in musculoskeletal conditions:
Osteoarthritis and Joint Degeneration: A meta-analysis in Chinese men found multiple MMP-3 SNPs associated with increased osteoarthritis risk44 A meta-analysis in Chinese men found multiple MMP-3 SNPs associated with increased osteoarthritis risk
rs3025058 was among the variants showing significant association. The biology makes sense: excessive MMP-3 activity accelerates cartilage breakdown, while insufficient activity impairs the normal remodeling needed for joint health. Studies in rheumatoid arthritis patients found those homozygous for the 6A allele had significantly more radiographic damage and higher serum MMP-3 levels55 Studies in rheumatoid arthritis patients found those homozygous for the 6A allele had significantly more radiographic damage and higher serum MMP-3 levels
The 6A/6A genotype was associated with a Larsen score of 109.8 vs 91.1 for other genotypes.
Tendon and Ligament Injury: A 2022 meta-analysis of 2,871 cases and 4,497 controls found rs3025058 associated with increased tendon-ligament injury risk in Caucasians and Brazilians66 A 2022 meta-analysis of 2,871 cases and 4,497 controls found rs3025058 associated with increased tendon-ligament injury risk in Caucasians and Brazilians
This included Achilles tendinopathy, ACL rupture, tennis elbow, and rotator cuff tears. MMP-3 normally maintains healthy collagen turnover in tendons, but dysregulated expression — whether too high or too low — can predispose to injury under mechanical stress.
Cardiovascular Disease: The picture is more complex here, with ancestry-specific effects. In a large meta-analysis combining 15 studies with 10,061 cases and 8,048 controls, the 5A allele showed reduced coronary disease risk in Europeans (OR 0.87) but increased risk in East Asian populations77 In a large meta-analysis combining 15 studies with 10,061 cases and 8,048 controls, the 5A allele showed reduced coronary disease risk in Europeans (OR 0.87) but increased risk in East Asian populations
The overall analysis found no consistent association. However, within European cohorts, the 6A/6A genotype was associated with greater numbers of coronary arteries with significant stenosis (OR 1.52), while the 5A allele carriers showed increased myocardial infarction risk (OR 1.78-2.02)88 the 6A/6A genotype was associated with greater numbers of coronary arteries with significant stenosis (OR 1.52), while the 5A allele carriers showed increased myocardial infarction risk (OR 1.78-2.02)
This suggests different disease processes: stable but bulky plaques in 6A/6A individuals vs unstable rupture-prone plaques in 5A carriers.
Other Associations: The variant has also been linked to colonic diverticulosis99 colonic diverticulosis
5A/5A genotype nearly twice as common in patients vs controls, abdominal aortic aneurysm1010 abdominal aortic aneurysm
5A allele associated with increased risk, and earlier age at Alzheimer's disease onset in 5A/6A heterozygotes1111 earlier age at Alzheimer's disease onset in 5A/6A heterozygotes.
Practical Implications
Your MMP-3 genotype interacts with mechanical stress, inflammation, and aging to influence connective tissue health. The "optimal" genotype likely depends on your specific risk factors and tissue demands. High MMP-3 expression (TT/5A5A) accelerates matrix turnover — beneficial when you need tissue remodeling, potentially harmful when sustained inflammation drives excessive degradation. Low MMP-3 expression (CC/6A6A) preserves existing matrix but may impair adaptation to mechanical demands or clearance of damaged proteins.
For joint health, this means paying attention to the balance between loading and recovery. MMP-3 expression is activated by inflammatory cytokines like IL-1 and TNF-α1212 MMP-3 expression is activated by inflammatory cytokines like IL-1 and TNF-α
Chronic low-grade inflammation amplifies genotype effects. If you carry genotypes associated with joint degeneration in your ancestry group, anti-inflammatory lifestyle factors become especially important: maintaining healthy body weight to reduce joint loading, omega-3 fatty acids to dampen inflammatory signaling, and strength training to build muscular support around vulnerable joints.
For tendon injury risk, progressive loading becomes critical. If you're ramping up training volume or starting a new athletic activity, the principle of gradual adaptation matters more than for those with protective genotypes. Allow adequate recovery time between high-stress sessions, and prioritize technique over intensity — proper movement patterns distribute forces more evenly across connective tissues.
Interactions
MMP-3 works within a broader network of matrix metalloproteinases and their inhibitors. Other MMP-3 gene variants (rs679620, rs650108, rs520540, rs602128) may interact with rs3025058 to influence net enzyme activity and tissue remodeling capacity. Studies in ACL rupture found that MMP3 rs679620 may interact with MMP10 rs485055, MMP1 rs1799750, and MMP12 rs2276109 to collectively contribute to injury susceptibility1313 Studies in ACL rupture found that MMP3 rs679620 may interact with MMP10 rs485055, MMP1 rs1799750, and MMP12 rs2276109 to collectively contribute to injury susceptibility
These multi-locus effects suggest pathway-level interactions. The balance between MMPs and tissue inhibitors of metalloproteinases (TIMPs) ultimately determines whether you're in a net catabolic (breakdown) or anabolic (building) state in your connective tissues.
rs8065080
TRPV1 Ile585Val
- Chromosome
- 17
- Risk allele
- G
Genotypes
Low Pain Sensitivity — Lower sensitivity to heat, capsaicin, and inflammatory pain
Moderate Pain Sensitivity — Intermediate sensitivity to heat and capsaicin
High Pain Sensitivity — Increased sensitivity to heat, capsaicin, and inflammatory pain
The Capsaicin Receptor — How Your Genes Shape Pain Perception
TRPV1 is the molecular gateway to pain in your sensory neurons, a calcium channel that opens in response to noxious heat (above 43°C), acids, and capsaicin — the compound that makes chili peppers burn. The Ile585Val variant11 Ile585Val variant
rs8065080, also known as I585V or c.1191A>G, causes an amino acid substitution from isoleucine to valine at position 585 of the TRPV1 protein affects how sensitively this channel responds to pain-inducing stimuli.
TRPV1 isn't just a heat sensor. When tissue injury occurs, inflammatory mediators like bradykinin and prostaglandins sensitize TRPV122 inflammatory mediators like bradykinin and prostaglandins sensitize TRPV1
lowering its activation threshold from ~43°C to as low as 34°C, which is why inflamed tissue hurts even at body temperature. This sensitization process is central to chronic pain conditions, making genetic variants in TRPV1 clinically meaningful beyond simple thermal sensitivity.
The Mechanism
The Ile585Val substitution sits in a critical region of the TRPV1 channel near the S4-S5 linker, an area involved in channel gating and sensitivity to vanilloid ligands like capsaicin. The isoleucine at position 585 is a hydrophobic amino acid; replacing it with valine (also hydrophobic but slightly smaller) appears to alter the channel's conformational response to activation33 appears to alter the channel's conformational response to activation
studies suggest the Val variant may change channel morphology or stimulus-dependent gating.
Functional studies show that Val-Val carriers (GG genotype) exhibit higher capsaicin sensitivity44 Val-Val carriers (GG genotype) exhibit higher capsaicin sensitivity
measured as lower detection thresholds for capsaicin-induced burning, while Ile-Ile carriers demonstrate reduced sensitivity to thermal pain, capsaicin, and inflammatory pain. The heterozygous state shows intermediate function, consistent with codominant inheritance.
The Evidence
The most compelling evidence comes from a meta-analysis of 8,220 individuals across seven cohorts55 meta-analysis of 8,220 individuals across seven cohorts
Valdes et al. genotyped 3,270 symptomatic knee osteoarthritis cases, 1,098 asymptomatic OA cases, and 3,852 controls from the UK, USA, and Australia. The Ile-Ile genotype was associated with 25% lower risk of symptomatic knee OA compared to healthy controls (OR 0.75, 95% CI 0.64-0.88, p=0.00039) after adjusting for age, sex, and BMI. Crucially, no difference was seen between asymptomatic OA cases and controls, suggesting the genetic effect operates through pain perception rather than joint damage itself.
A Japanese study of 134 healthy adults66 Japanese study of 134 healthy adults
Okamoto et al. measured burning pain thresholds using a 48°C hot plate and capsaicin sensitivity using topical application. Val-Val homozygotes showed significantly higher capsaicin sensitivity compared to Ile carriers, though associations with thermal pain were more complex, likely due to redundancy in heat-sensing mechanisms (TRPV1, TRPA1, TRPM3 all contribute).
A controlled study of 25 healthy volunteers77 controlled study of 25 healthy volunteers
subjects with the GG genotype showed 82% less capsaicin-induced warm hypoesthesia and 22% less heat pain sensitivity gain after topical capsaicin compared to AA/AG carriers, demonstrating altered channel function under physiological conditions.
A preliminary study of 46 migraine patients88 preliminary study of 46 migraine patients
AA genotype frequency was 61% in chronic migraine patients versus 34% in episodic migraine and 38% in controls, with complete absence of GG genotype in chronic migraine group, though a subsequent larger study and meta-analysis failed to replicate this association99 subsequent larger study and meta-analysis failed to replicate this association
349 migraine patients showed no significant difference in rs8065080 genotype distribution.
Interestingly, a Korean diabetes study of 8,842 subjects1010 Korean diabetes study of 8,842 subjects
minor allele (Ile/A) carriers had lower HOMA-IR and reduced type 2 diabetes risk specifically when consuming high-fat diets, suggesting gene-nutrient interactions beyond pain perception.
Practical Implications
Your rs8065080 genotype influences how you experience pain from heat, inflammation, and irritating chemicals. Ile-Ile carriers (AA) experience less intense pain from these stimuli and may have higher pain tolerance, while Val-Val carriers (GG) are more sensitive and may be more prone to chronic pain conditions when tissue damage is present.
This has implications for spicy food tolerance — Val carriers genuinely experience capsaicin as more intensely burning. It may also influence susceptibility to chronic pain syndromes where TRPV1 sensitization plays a role, including inflammatory arthritis, neuropathic pain, and potentially migraine (though evidence is mixed).
For thermal injury prevention, Val carriers' higher sensitivity may offer some protective benefit by triggering withdrawal reflexes earlier. However, in chronic inflammation, this same sensitivity may amplify pain signaling and contribute to disability even when structural damage is modest.
Interactions
TRPV1 rs8065080 has been studied alongside other TRPV1 coding variants, including rs222747 (M315I) and rs222749 (P91S)1111 rs222747 (M315I) and rs222749 (P91S)
both also affect TRPV1 function and pain perception. While these variants show linkage disequilibrium in some populations, their combined effects on pain perception have not been systematically characterized in compound heterozygote studies.
TRPV1 functionally interacts with TRPA1 (a chemical irritant receptor)1212 TRPA1 (a chemical irritant receptor)
both channels can heterodimerize and TRPA1 variants also modulate heat and capsaicin sensitivity. The combined genotype effects remain an area of active research.
Since TRPV1 is upregulated by inflammatory mediators, genetic variants affecting inflammatory pathways (COX-2, TNF-alpha signaling) may interact with TRPV1 variants to modulate chronic pain risk, though specific gene-gene interaction studies are lacking.
rs9939609
FTO Intron 1 T>A
- Chromosome
- 16
- Risk allele
- A
Genotypes
Lower Genetic Obesity Risk — Standard metabolic baseline with lower genetic obesity predisposition
Moderate Genetic Obesity Risk — One copy of the obesity-risk allele with moderately increased BMI and appetite effects
Higher Genetic Obesity Risk — Two copies of the obesity-risk allele with significantly increased BMI, reduced thermogenesis, and appetite dysregulation
The First and Strongest Genetic Link to Common Obesity
In 2007, two genome-wide association studies11 genome-wide association studies
Large-scale scans comparing genetic variants across thousands of individuals to identify disease-linked DNA changes simultaneously discovered that common variants in the first intron of the FTO (fat mass and obesity-associated) gene were powerfully associated with body mass index and obesity risk. Among the dozens of obesity-associated loci identified since, FTO remains the variant with the strongest and most consistent effect22 strongest and most consistent effect
Replicated across 200+ studies in diverse populations worldwide. Each copy of the A allele increases BMI by approximately 0.3-0.4 kg/m² and raises obesity risk by 20-30% — seemingly modest numbers that translate to 3-4 kg of additional body weight for AA homozygotes compared to TT individuals.
rs9939609 sits in a cluster of tightly linked SNPs (rs142108533 rs1421085
The functional variant that actually drives the effect, rs8050136, rs17817449) within intron 1 of FTO. For years after discovery, the mechanism remained opaque. FTO encodes an N6-methyladenosine (m6A) RNA demethylase, but direct FTO function didn't explain the obesity association — FTO-deficient mice are lean, not obese. The breakthrough came in 2015 when researchers discovered that the obesity-associated variants don't primarily affect FTO at all. Instead, they function as long-range enhancers44 long-range enhancers
Regulatory DNA elements that control gene expression from distances up to millions of base pairs away that regulate IRX3 and IRX5 expression in preadipocytes during a critical developmental window.
The Mechanism: A Thermostat for Fat Burning
The risk variant disrupts a binding site for the ARID5B transcriptional repressor, leading to doubled expression of IRX3 and IRX555 doubled expression of IRX3 and IRX5
Measured in human preadipocytes from individuals with AA vs TT genotypes during early adipocyte differentiation. This developmental shift is decisive: preadipocytes normally differentiate into a mixture of white adipocytes66 white adipocytes
Energy-storing cells with large lipid droplets and minimal mitochondria and beige adipocytes77 beige adipocytes
Thermogenic cells that burn calories to produce heat, similar to brown fat. Elevated IRX3/IRX5 shifts the balance decisively toward white adipocytes, reducing mitochondrial thermogenesis by 5-fold and doubling lipid storage capacity. CRISPR editing experiments confirmed causality — repairing the rs1421085 risk allele in patient-derived cells restored normal IRX3/IRX5 levels and increased thermogenesis 7-fold.
The Evidence: Replicated Across Populations and Ages
The original 2007 discovery analyzed 38,759 participants88 38,759 participants
Combined from 13 European cohorts and found that 16% of adults homozygous for the risk allele (AA) weighed ~3 kg more and had 1.67-fold increased obesity odds compared to TT individuals. This association appeared from age 7 onward and reflected a specific increase in fat mass, not lean tissue. Subsequent replication extended to East and South Asians99 East and South Asians
Meta-analysis of 96,551 individuals: BMI +0.26 kg/m² per allele, OR 1.25 for obesity, African populations, and Latino cohorts, though effect sizes vary — the A allele is far rarer in East Asian populations (12% frequency vs 42% in Europeans) but confers similar per-allele effects.
FTO also increases type 2 diabetes risk OR 1.131010 OR 1.13
Meta-analysis of 41,504 Scandinavian subjects, p = 4.5×10⁻⁸, an effect that persists after adjusting for BMI (OR 1.11), suggesting FTO influences metabolic health partly independent of body weight. The variant also associates with dyslipidemia1111 dyslipidemia
Particularly elevated LDL-C in metabolically healthy individuals with excess weight, cardiovascular disease1212 cardiovascular disease
In men with abnormal glucose metabolism, and metabolic syndrome1313 metabolic syndrome
OR 1.42 in a Korean study.
Practical Implications: Exercise as a Genetic Override
The most clinically actionable FTO finding emerged from a landmark 2011 meta-analysis1414 2011 meta-analysis
Combining 45 studies of adults (218,166 participants) and 9 studies of children (19,268) examining whether physical activity modifies genetic obesity risk. The results were striking: the FTO risk allele increased obesity odds by 1.30-fold per allele in inactive individuals but only 1.22-fold in physically active individuals — a 27% attenuation1515 27% attenuation
The association was 27% weaker in active vs inactive groups of genetic risk. This represents one of the most robust gene-environment interactions in human genetics. Physical activity doesn't eliminate FTO's effect, but it substantially blunts it — AA individuals who exercise regularly have obesity risk comparable to inactive AT heterozygotes.
The mechanism likely involves compensatory increases in energy expenditure. Exercise interventions in FTO risk allele carriers demonstrate efficacy for weight loss, with some studies showing A carriers lose more weight1616 A carriers lose more weight
On high-protein hypocaloric diets compared to TT individuals, possibly because the thermogenic deficit is more responsive to intervention.
Behavioral Pathways: Appetite and Eating Control
Beyond thermogenesis, FTO influences eating behavior1717 eating behavior
Studies in children and adults show consistent associations with appetite regulation. Risk allele carriers report reduced satiety responsiveness1818 satiety responsiveness
The ability to stop eating when full, measured by validated questionnaires and increased food responsiveness1919 food responsiveness
External cue-driven eating and responsiveness to food availability. Children and adolescents with one or two A alleles exhibit more frequent loss-of-control eating episodes2020 loss-of-control eating episodes
Feeling unable to stop eating even when uncomfortably full and preferentially select higher-fat foods at buffet meals. Studies measuring postprandial hormone responses found that A allele carriers have blunted satiety signals2121 A allele carriers have blunted satiety signals
Reduced peptide YY and GLP-1 responses after meals, providing a biological substrate for reduced fullness perception.
Interactions: Macronutrient Composition and Meal Timing
FTO genotype may interact with diet composition, though findings are mixed. Some evidence suggests A carriers respond better to higher-protein diets2222 A carriers respond better to higher-protein diets
Reduced food cravings and greater satiety with 25% vs 15% protein intake during weight loss, possibly compensating for impaired satiety signaling. Other studies report differential responses to dietary fat2323 dietary fat
Risk allele carriers may have slower weight loss on high-fat vs high-carbohydrate diets, though the evidence remains inconsistent. Recent work suggests interactions with meal timing2424 meal timing
The common FTO polymorphism interacts with sleeping and eating windows to affect T2D predisposition, with risk allele carriers potentially benefiting from earlier eating windows and alignment with circadian rhythms.
Related Variants and Broader Context
rs9939609 is in near-perfect linkage disequilibrium with rs14210852525 rs1421085
r² > 0.97, this variant disrupts the ARID5B binding motif and is likely the functional driver, rs8050136, and rs17817449 — most FTO studies examine one or more of these tightly linked variants interchangeably. Beyond the common variants, rare loss-of-function mutations in FTO cause a Mendelian syndrome of severe growth retardation and developmental delay2626 severe growth retardation and developmental delay
OMIM #612938, distinct from common variant effects on adiposity, highlighting that FTO's normal function is essential for development while common variants subtly tune thermogenic capacity.
FTO remains a powerful demonstration that genetic predisposition to obesity is neither deterministic nor immutable — the same variant that increases risk 1.67-fold in sedentary individuals has attenuated effects in those who remain physically active. For AA carriers, this knowledge transforms genetic risk from an abstract statistic into a concrete call to action.
rs17782313
MC4R Near-gene C>T
- Chromosome
- 18
- Risk allele
- C
Genotypes
Typical Satiety Response — Normal MC4R expression and appetite regulation
Moderately Reduced Satiety — One copy reduces MC4R expression, increasing appetite and meal size
Significantly Reduced Satiety — Two copies substantially reduce MC4R expression, markedly increasing appetite and obesity risk
The Appetite Control Switch — MC4R and Satiety Signaling
The melanocortin-4 receptor (MC4R) sits at the heart of your brain's appetite regulation
system. Located in the hypothalamus11 hypothalamus
the brain region controlling hunger, satiety,
and energy balance, MC4R acts as a critical satiety receptor — when activated by
melanocortin hormones, it signals "stop eating" and increases energy expenditure. The
rs17782313 variant lies 188 kilobases downstream of the MC4R gene, in a regulatory
region22 regulatory
region
intergenic DNA that controls gene expression without coding for protein
that modulates how much MC4R your neurons produce.
This is the second strongest common obesity genetic signal33 second strongest common obesity genetic signal
after FTO rs9939609, the
most well-replicated obesity GWAS hit discovered
in genome-wide association studies. Each copy of the C allele increases BMI by approximately
0.22 kg/m², and the effect is even stronger in children. But unlike FTO, which primarily
affects thermogenesis44 thermogenesis
heat production and baseline metabolic rate, MC4R variants
work through appetite — specifically affecting meal size, food cravings, and the brain's
response to satiety signals.
The Mechanism
The rs17782313 polymorphism is a single nucleotide change from T (thymine) to C (cytosine)
in an intergenic regulatory element. Epigenetic studies55 Epigenetic studies
MeQTL analysis examining DNA
methylation quantitative trait loci show that
the C allele is associated with increased DNA methylation at the MC4R promoter, leading to
reduced MC4R gene expression in hypothalamic tissue. Lower MC4R expression means fewer
satiety receptors — your brain becomes less sensitive to "stop eating" signals from the
melanocortin system.
The melanocortin pathway works through leptin66 leptin
a hormone produced by fat cells that
signals energy stores to the brain. Leptin activates proopiomelanocortin (POMC)
neurons, which produce alpha-melanocyte stimulating hormone (α-MSH). This hormone binds
to MC4R receptors, triggering satiety and ramping up energy expenditure. When MC4R
expression is reduced, this entire cascade becomes less effective — you need stronger
satiety signals to feel full, and baseline "stop eating" tone is diminished.
GTEx database analysis77 GTEx database analysis
Genotype-Tissue Expression project data
confirms that rs17782313 modulates MC4R expression in brain regions including the basal
ganglia, as well as in testis and ovary. The variant also upregulates expression of
DNAJC27 (a gene near MC4R), which may contribute to its metabolic effects through
mechanisms still being investigated.
The Evidence
The genetic association between rs17782313 and obesity is one of the most robust in
human genetics. A 2020 meta-analysis88 2020 meta-analysis
pooling 61 studies with 80,957 obesity cases
and 220,223 controls found that C allele
carriers had an 18% increased risk of obesity (OR=1.18, 95% CI=1.15-1.21, p<0.001),
with consistent effects across Europeans, East Asians, and children. The association
was independent of age, sex, and geographic region — this is a universal human biology
signal, not a population-specific artifact.
Beyond BMI, the variant affects metabolic health. A 2024 systematic review99 2024 systematic review
examining
metabolic syndrome components confirmed
associations with diabetes (independent of BMI), hypertension, and dyslipidemia. In a
Korean cohort, C allele carriers had 1.29-fold higher diabetes risk even after adjusting
for body weight, suggesting MC4R influences glucose metabolism through pathways beyond
simple adiposity.
The behavioral phenotype is especially striking. C allele carriers consistently show:
- Higher appetite scores — meta-analysis of 7 studies1010 meta-analysis of 7 studies
8,044 participants total found C allele associated with increased overall appetite and hunger ratings - Elevated ghrelin — Kuwaiti cohort study1111 Kuwaiti cohort study
252 participants showed C carriers had 18% higher plasma ghrelin (the "hunger hormone") compared to TT - Emotional eating and binge eating — Chilean study1212 Chilean study
1,054 adults found C carriers had higher emotional eating scores and 2.18-fold increased odds of binge eating when depressed (OR=2.18, 95% CI=1.23-3.87) - Stress-appetite interaction — Korean Genome Epidemiology Study1313 Korean Genome Epidemiology Study
4,331 adults showed C allele only associated with higher BMI in individuals reporting high mental stress, with no effect under low stress
Macronutrient preferences also shift. Studies show C carriers tend toward higher fat and
protein intake and lower carbohydrate consumption, though results vary by population and
diet assessment method. Critically, MC4R affects meal size, not meal frequency1414 meal size, not meal frequency
signaling
within individual eating episodes rather than timing between meals — C carriers eat
larger portions when they do eat.
Practical Implications
If you carry one or two copies of the C allele, your brain's satiety system is working with a slightly muted signal. This doesn't mean weight gain is inevitable, but it does mean you're fighting a biological headwind that benefits from strategic management.
The POUNDS Lost trial1515 POUNDS Lost trial
2-year weight loss study with 738 participants
revealed a critical gene-diet interaction: C allele carriers randomized to high-protein
diets (25% of calories) experienced greater increases in appetite and food cravings
compared to non-carriers, while those on average protein (15% of calories) showed no
genetic difference. This suggests that very-high-protein diets — often recommended for
satiety — may backfire in MC4R C carriers through mechanisms not yet understood.
The stress-eating connection is actionable. Since the genetic effect only manifests under high mental stress, stress management isn't just psychological self-care — it's metabolic risk reduction. Practices that lower cortisol and activate parasympathetic tone may literally silence the genetic risk.
Behavioral interventions targeting emotional eating and binge patterns show promise.
Mindfulness-based interventions1616 Mindfulness-based interventions
systematic reviews of MBIs for obesity-related eating
have demonstrated efficacy for reducing binge eating, emotional eating, and external eating
— exactly the behavioral phenotypes elevated in C carriers. Teaching interoceptive awareness
(recognizing true physiological hunger vs. emotional triggers) may be especially valuable
when genetic satiety signals are weakened.
Interactions
FTO rs9939609: The combined effect1717 combined effect
documented in multiple populations
is more than additive. In a Chinese Han cohort, individuals carrying neither FTO nor MC4R
risk alleles had average BMI 25.9±4.9, those with one risk allele 26.4±5.1, two risk
alleles 28.1±5.5, and three or four risk alleles 33.2±6.3 — a clear dose-response. A
2019 study found that carrying both FTO AA (or TA) and MC4R TC/CC genotypes conferred
2.45-fold increased obesity risk (95% CI=1.12-5.37) compared to carrying neither. These
two loci work through different mechanisms (thermogenesis vs. appetite), so their effects
compound. If you have both, prioritize interventions addressing both pathways — structured
eating for appetite control plus thermogenic activity like strength training or cold exposure
for FTO.
rs12970134 and rs571312: These are additional MC4R-region variants in linkage
disequilibrium1818 linkage
disequilibrium
genetic correlation where alleles are inherited together with
rs17782313. Studies often analyze them as a haplotype. The three SNPs tag the same
regulatory block affecting MC4R expression, so their effects overlap rather than add.
Dietary patterns: Mediterranean diet adherence1919 Mediterranean diet adherence
DASH score analysis
modulates the genetic risk. In a Spanish cohort, MC4R rs17782313 was only associated with
type 2 diabetes in individuals with low Mediterranean diet scores; high adherence
neutralized the genetic effect. The protective elements appear to be overall dietary
pattern quality rather than specific macronutrients — emphasizing whole foods, fiber,
polyphenols, and meal regularity over processed hyperpalatable foods that hijack appetite
pathways.
rs1799930
NAT2 R197Q
- Chromosome
- 8
- Risk allele
- A
Genotypes
Rapid Acetylator — Rapid acetylator at this position
Intermediate Acetylator — Intermediate acetylator
Slow Acetylator — Slow acetylator at this position
NAT2 R197Q - The Second Acetylation Determinant
The R197Q variant (rs1799930) is another common slow acetylator allele in the NAT2 gene. It changes arginine to glutamine at position 197 of the enzyme, affecting protein stability and catalytic activity. This variant characterizes the NAT2*6A haplotype.
The Mechanism
Arginine at position 197 forms important salt bridges 11 Salt bridges are electrostatic bonds between oppositely charged amino acids that help hold a protein's 3D shape together that stabilize the NAT2 protein structure. Replacing it with glutamine (A allele) disrupts these interactions, making the enzyme less stable and more prone to degradation. The result is lower steady-state enzyme levels and slower acetylation capacity.
Determining Your Acetylator Status
Your overall NAT2 acetylator phenotype 22 Your acetylator phenotype is how fast you actually metabolize NAT2 substrates, determined by which combination of alleles you inherited depends on the combination of all three major variants: rs1801280 (I114T), rs1799930 (R197Q), and rs1208 (R268K). Having two slow alleles at any combination of these positions makes you a slow acetylator. Having one slow and one rapid allele makes you intermediate, and having no slow alleles makes you a rapid acetylator.
Population Genetics
The frequency of slow acetylator alleles varies dramatically across populations. About 50-60% of Europeans and Africans are slow acetylators, while only about 10-20% of East Asians are. This variation likely reflects different dietary and environmental selective pressures throughout human history. Unlike I114T (rs1801280) which is very rare in East Asians, R197Q has a more uniform global distribution (~23-36% across populations).
Drug Implications
NAT2 status affects the metabolism of several medications beyond isoniazid. Sulfasalazine (for inflammatory bowel disease), hydralazine (for hypertension), and procainamide (for arrhythmias) are all NAT2 substrates. 33 These drugs are rarely used today in general practice, but isoniazid remains a frontline tuberculosis treatment worldwide Slow acetylators may experience more side effects from these drugs at standard doses.
Metabolic Associations
Recent research has also identified NAT2 as an insulin sensitivity gene44 insulin sensitivity gene
Knowles JW et al. Identification and validation of N-acetyltransferase 2 as an insulin sensitivity gene. J Clin Invest, 2015,
with slow acetylator status associated with decreased insulin sensitivity
independent of BMI. This adds a metabolic dimension to NAT2 pharmacogenomics.
rs4148323
UGT1A1 *6 Gly71Arg
- Chromosome
- 2
- Risk allele
- A
Genotypes
Normal Metabolizer — Normal UGT1A1 enzyme activity for bilirubin and drug metabolism
Intermediate Metabolizer — Mildly reduced UGT1A1 activity with one functional and one reduced-activity copy
Poor Metabolizer — Significantly reduced UGT1A1 activity causing Gilbert syndrome and high drug toxicity risk
The Gly71Arg Variant — East Asia's Gilbert Syndrome Mutation
UGT1A1 (UDP-glucuronosyltransferase 1A1) is a Phase II detoxification enzyme
responsible for glucuronidation11 glucuronidation
the addition of a glucuronic acid molecule
to make substances more water-soluble for excretion.
Its primary job is metabolizing bilirubin, the yellow breakdown product of red
blood cells, but it also processes many pharmaceutical drugs including the
chemotherapy agent irinotecan, HIV protease inhibitors, and statins.
The rs4148323 variant (c.211G>A) causes a glycine-to-arginine substitution at
position 71 of the protein (p.Gly71Arg). This amino acid change, designated
UGT1A1*622 UGT1A1*6
the star-allele nomenclature used in pharmacogenomics,
reduces enzyme activity by approximately 50% in vitro33 50% in vitro
measured by bilirubin
glucuronidation clearance assays.
The Mechanism
Glycine at position 71 sits near the enzyme's active site. Replacing this small,
flexible amino acid with arginine (which is larger and positively charged) appears
to reduce the enzyme's maximum reaction rate (Vmax)44 reduce the enzyme's maximum reaction rate (Vmax)
the parameter that reflects
how much substrate the enzyme can process when saturated
without substantially affecting substrate binding affinity. The result: the enzyme
works more slowly, causing substrates like bilirubin and certain drugs to
accumulate in the bloodstream.
This variant is functionally similar to the more widely known UGT1A1*28 (a TA
repeat polymorphism in the promoter), but *6 predominates in East Asian populations55 East Asian populations
allele frequency ~16% in East Asians vs <1% in Europeans
while *28 is more common in Europeans and Africans.
The Evidence
Gilbert Syndrome: Homozygosity for UGT1A1*6 (AA genotype) is the primary
cause of Gilbert syndrome in East Asian populations. A study of 120 Chinese
patients with Gilbert syndrome66 A study of 120 Chinese
patients with Gilbert syndrome
Wang et al. Gene, 2021
found that compound heterozygous *28/*6 (20.83%), homozygous *28 (20.00%),
and heterozygous *6 (15.00%) were the most frequent genotypes. Gilbert syndrome
causes mild unconjugated hyperbilirubinemia (elevated bilirubin), typically
manifesting as yellowing of the eyes (scleral icterus) during fasting, illness,
or stress. It is benign and requires no treatment.
Neonatal Hyperbilirubinemia: Meta-analysis of 32 studies with 6,520 participants77 Meta-analysis of 32 studies with 6,520 participants
Wang et al. Med Sci Monit, 2015
confirmed that UGT1A1 Gly71Arg significantly increases the risk of neonatal
jaundice in both Asian and Caucasian infants. The A allele confers an odds
ratio of approximately 9.8 for homozygotes and 3.2 for heterozygotes. Breastfed
infants with the AA genotype are at particularly high risk and may require
phototherapy.
Irinotecan Toxicity: Irinotecan is a topoisomerase inhibitor used in
colorectal and other cancers. The drug is converted to its active metabolite
SN-38, which is then glucuronidated by UGT1A1 for elimination. Patients with
reduced UGT1A1 activity accumulate toxic levels of SN-38, causing severe
neutropenia88 neutropenia
dangerously low white blood cell counts
and diarrhea99 diarrhea
from damage to rapidly dividing gut cells.
A Korean study1010 A Korean study
Cho et al. Pharmacogenet Genomics, 2015
found that *6/*6 homozygotes had a 7.4-fold increased risk (95% CI 1.2–44.2)
of grade 4 neutropenia. The Dutch Pharmacogenetics Working Group (DPWG)1111 Dutch Pharmacogenetics Working Group (DPWG)
clinical guideline with Level 1 evidence
recommends a 70% starting dose of irinotecan for poor metabolizers (homozygous
*6 or *28, or compound heterozygotes).
Combined Genetic Risk: The combination of UGT1A1*6 and variants in SLCO1B1
(which encodes a transporter that moves drugs into liver cells for metabolism)
creates synergistic toxicity risk1212 synergistic toxicity risk
additive effects beyond either variant alone.
A case report documented life-threatening toxicities in a patient with both
UGT1A1*6/*28 and SLCO1B1*15/*15 genotypes, resulting from extensive accumulation
of SN-38 due to low metabolic and transport capacity.
Atorvastatin Metabolism: A study of 1,079 Chinese patients with coronary
artery disease1313 A study of 1,079 Chinese patients with coronary
artery disease
Su et al. Front Pharmacol, 2021
followed for 5 years found that the rs4148323 A allele was associated with
increased formation of 2-hydroxy atorvastatin (an active metabolite) and a
1.77-fold higher risk of death (HR 1.774, 95% CI 1.031–3.052, p=0.020). The
mechanism is unclear but may involve altered drug metabolism kinetics or tissue
distribution of atorvastatin metabolites.
Atazanavir and Other HIV Drugs: Atazanavir (an HIV protease inhibitor)
inhibits UGT1A1, causing predictable unconjugated hyperbilirubinemia1414 unconjugated hyperbilirubinemia
elevated
bilirubin without liver damage.
Patients who are poor metabolizers (homozygous for *6 or *28) are most likely
to experience jaundice from atazanavir. CPIC guidelines1515 CPIC guidelines
Level A recommendation
suggest considering alternative antiretroviral therapy for known poor metabolizers.
Practical Actions
For Gilbert Syndrome (AA genotype): No treatment is needed. Bilirubin levels
typically range from 20–80 μmol/L (vs normal <20 μmol/L). The mild elevation
is cosmetic (yellowing of eyes) and may even be protective1616 may even be protective
higher bilirubin
is an antioxidant and associated with lower cardiovascular risk,
though this remains controversial. Avoid fasting and stay hydrated during illness
to minimize bilirubin spikes.
For Irinotecan Chemotherapy: If you have cancer and are prescribed irinotecan, request UGT1A1 genotyping before starting treatment. If you're a known poor metabolizer (AA genotype, or compound heterozygote with *28), your oncologist should reduce the starting dose by 30% and monitor closely for neutropenia and diarrhea. Some centers use 70% of standard dose initially, with escalation if tolerated.
For Atazanavir: If prescribed atazanavir for HIV, expect mild jaundice (yellowing of eyes) if you carry the A allele. This is harmless but cosmetically noticeable. If jaundice is severe or bothersome, alternative protease inhibitors (like darunavir) that don't inhibit UGT1A1 are available.
For Statins: The clinical significance of the atorvastatin-mortality association from one Chinese study is uncertain and not replicated. However, if you're East Asian ancestry with the AA genotype and taking atorvastatin, ensure regular lipid and liver function monitoring. Other statins metabolized by different pathways (rosuvastatin, pravastatin) may be alternatives if concerns arise.
For Neonates: If you're pregnant and have the AA genotype (or family history of Gilbert syndrome or neonatal jaundice), inform your obstetrician. Plan for early and frequent bilirubin monitoring after birth, especially if breastfeeding. Most cases resolve with phototherapy; kernicterus (brain damage from severe jaundice) is extremely rare in developed countries with newborn screening.
Interactions
UGT1A1*28 Compound Heterozygosity: The combination of *6 and *28 (one copy
of each) produces an additive reduction in enzyme activity similar to being
homozygous for either variant alone. Chinese Gilbert syndrome patients1717 Chinese Gilbert syndrome patients
Wang
et al. 2021 showed that compound
*6/*28 heterozygotes (20.83% of cases) had elevated bilirubin comparable to
*28/*28 homozygotes. For irinotecan dosing, compound heterozygotes should be
treated as poor metabolizers with dose reduction.
SLCO1B1 (rs4149056, OATP1B1*5): This transporter gene variant reduces hepatic
uptake of drugs including irinotecan and statins. The combination of UGT1A1*6
(reduced metabolism) and SLCO1B1*5 (reduced liver uptake) creates synergistic
toxicity risk1818 synergistic
toxicity risk
the case report of life-threatening irinotecan toxicity
with combined UGT1A1*6/*28 and SLCO1B1*15/*15 genotypes demonstrates the danger.
If you have both variants, irinotecan dose should be reduced even further (possibly
to 50% of standard dose) with intensive monitoring.
CYP2D6 and Other Phase I Enzymes: Some prodrugs require CYP450 enzymes for activation before UGT1A1 glucuronidation. Interactions are drug-specific but generally, having reduced activity in both Phase I (CYP450) and Phase II (UGT1A1) pathways can either prolong active drug exposure (if CYP activates) or provide partial compensation (if CYP inactivates). Discuss polypharmacy with a clinical pharmacist if you're on multiple medications.
Rifampin and Other UGT1A1 Inducers: Rifampin (an antibiotic) induces UGT1A1 expression, potentially compensating for reduced *6 enzyme activity. Conversely, discontinuing rifampin after chronic use can unmask Gilbert syndrome. Other inducers include phenobarbital, carbamazepine, and St. John's Wort.
rs8007267
GCH1
- Chromosome
- 14
- Risk allele
- T
Genotypes
High BH4 Responder — Standard GCH1 response to pain and inflammation
Intermediate Pain Sensitivity — One copy of ancestry-dependent variant affecting pain response
Ancestry-Dependent Pain Variant — Two copies of variant with opposite effects in different populations
The Pain-Protective Haplotype That Isn't Always Protective
GTP cyclohydrolase 1 (GCH1) is the rate-limiting enzyme in the synthesis of tetrahydrobiopterin (BH4)11 tetrahydrobiopterin (BH4)
A critical cofactor for producing dopamine, serotonin, norepinephrine, and nitric oxide, and rs8007267 sits in the promoter region controlling its expression. This variant is one of three SNPs defining a haplotype with profound effects on pain sensitivity22 pain sensitivity
The pain-protective haplotype reduces BH4 production in response to inflammation and nerve injury, but here's the twist: whether it increases or decreases your pain depends on your ancestry.
The Mechanism
Rs8007267 lies in the 5' untranslated region (promoter) of GCH1, where it influences gene transcription. After nerve injury or inflammation, GCH1 normally ramps up production dramatically, flooding sensory neurons with BH433 sensory neurons with BH4
BH4 levels increase 3-5 fold in dorsal root ganglia after nerve injury. High BH4 drives excess nitric oxide production and neurotransmitter signaling, amplifying pain hypersensitivity. The variant forms of this promoter region blunt that upregulation — less GCH1 induction means less BH4 surge, which translates to reduced pain chronification44 reduced pain chronification
Inhibiting BH4 synthesis reduces neuropathic and inflammatory pain in rodent models.
The critical detail: rs8007267 functions as part of a three-SNP haplotype (CAT: rs10483639-C, rs3783641-A, rs8007267-T). Carriers of this haplotype show reduced GCH1 mRNA upregulation55 reduced GCH1 mRNA upregulation
Immortalized leukocytes from haplotype carriers showed decreased GCH1 induction after forskolin stimulation compared to controls when stimulated, maintaining lower BH4 levels even under inflammatory conditions.
The Evidence — and the Population Paradox
In the landmark 2006 study by Tegeder et al.66 landmark 2006 study by Tegeder et al.
741 patients undergoing lumbar diskectomy for radicular back pain, carriers of the T allele at rs8007267 (part of the CAT haplotype) reported significantly less postoperative pain. The haplotype frequency was 15.4% in Europeans. Healthy homozygous carriers exhibited reduced experimental pain sensitivity — higher pain thresholds to mechanical stimuli. This finding has been replicated in multiple European cohorts77 replicated in multiple European cohorts
Studies in chronic pancreatitis, postoperative pain, and experimental pain models across various pain contexts.
But in 2014, Belfer et al. discovered the opposite effect in African Americans with sickle cell disease88 Belfer et al. discovered the opposite effect in African Americans with sickle cell disease
n=228 discovery cohort, n=513 replication cohort. The T allele was associated with MORE frequent pain crises (OR 2.23, p=0.004) and higher in vitro BH4 production. Why the flip? In European populations, T is the minor allele (~19% frequency). In African populations, T is the MAJOR allele (~32% frequency), reflecting a distinct African haplotype99 distinct African haplotype
The African pain-risk haplotype has high BH4 production and opposite effect on endothelial function with different functional properties. The same allele, different haplotype backgrounds, opposite outcomes.
A 2018 study in African Americans with sickle cell disease1010 2018 study in African Americans with sickle cell disease
n=131, composite pain index and acute care utilization as outcomes confirmed: each copy of the C allele (not T) was associated with 3-5 fold decrease in chronic pain scores. The direction of effect reversed compared to Europeans because the underlying haplotype structure differs by ancestry.
Practical Implications
For most people of European descent, the T allele may offer modest protection against chronic pain after injury or surgery. The effect is real but not absolute — you won't be immune to pain, but you may experience less severe or prolonged pain states. For people of African descent, especially those with conditions involving recurrent inflammatory pain (like sickle cell disease), the T allele may be a vulnerability factor.
The BH4 pathway is a therapeutic target. Inhibitors of GCH1 and downstream enzymes reduce pain in preclinical models1111 Inhibitors of GCH1 and downstream enzymes reduce pain in preclinical models
Sepiapterin reductase inhibitors reduce inflammatory pain without affecting basal pain sensitivity, and the existence of healthy individuals homozygous for the low-BH4 haplotype suggests substantial BH4 reduction can be tolerated. No drugs targeting this pathway are clinically available yet, but they're in development.
BH4 also regulates nitric oxide production and endothelial function1212 nitric oxide production and endothelial function
GCH1 variants associated with endothelial dysfunction and oxidative stress in type 2 diabetes, linking this variant to cardiovascular health beyond pain. High BH4 can cause eNOS uncoupling, generating superoxide instead of protective nitric oxide — relevant for vascular disease risk.
Interactions
Rs8007267 forms a tight haplotype block with rs3783641 (intron 1) and rs10483639 (3' UTR)1313 haplotype block with rs3783641 (intron 1) and rs10483639 (3' UTR)
These three SNPs capture the pain-protective haplotype with 100% sensitivity and specificity. The haplotype effect is stronger than any single SNP alone. Testing all three SNPs provides the most accurate assessment of your GCH1 pain sensitivity phenotype. This would be an ideal candidate for a compound implication: individuals carrying the complete CAT haplotype (CC at rs10483639, AA at rs3783641, TT at rs8007267) have the most pronounced pain-protective effect in European populations, with approximately 2% being homozygous "double cats" who show 80% reduction in plasma BH4 after stimulation1414 80% reduction in plasma BH4 after stimulation
Median BH4 levels in XX genotype patients reduced by 80% compared to OO patients.
There may also be interactions with other pain-related genes (COMT, OPRM1) though evidence is limited. One study found no association between GCH1 haplotype and chronic widespread pain1515 no association between GCH1 haplotype and chronic widespread pain
When tested in fibromyalgia-like conditions, the haplotype showed no effect, suggesting context-specific effects — protective for injury/inflammation-induced pain but not for centralized pain syndromes.
rs9594759
TNFSF11
- Chromosome
- 13
- Risk allele
- T
Genotypes
Standard Bone Turnover — Normal RANKL regulation and balanced bone remodeling
Intermediate Bone Turnover — Moderately increased RANKL activity and mildly elevated bone turnover
Elevated Bone Turnover — Increased RANKL activity and elevated bone resorption rate
RANKL Regulatory Variant — Guardian of Bone Remodeling Balance
Your TNFSF11 gene encodes RANKL (receptor activator of nuclear factor kappa-B ligand11 receptor activator of nuclear factor kappa-B ligand
a master regulator of bone remodeling),
a cytokine that tells your body when to break down old bone through osteoclast activation.
This particular variant lies in a regulatory region upstream of the RANKL gene22 regulatory region upstream of the RANKL gene
about 184 kb upstream, in an area that modulates gene expression
and influences how much RANKL your bone cells produce. Too much RANKL activity tips the balance toward bone loss; too little prevents normal bone turnover.
Getting this balance right is essential for maintaining bone strength throughout life, especially as you age.
The Mechanism
This SNP sits in a regulatory enhancer region33 regulatory enhancer region
a DNA sequence that controls gene expression from a distance
that responds to vitamin D and parathyroid hormone signals44 vitamin D and parathyroid hormone signals
1,25-dihydroxyvitamin D3 and PTH bind to vitamin D receptor (VDR) and CREB at this enhancer.
The T allele appears to alter the binding efficiency of these regulatory factors55 alter the binding efficiency of these regulatory factors
functional experiments show differential promoter inhibition,
potentially leading to increased RANKL expression in bone tissue.
When RANKL levels rise, more osteoclasts differentiate and activate66 osteoclasts differentiate and activate
through RANK-RANKL signaling and downstream NF-κB activation,
accelerating the breakdown of bone matrix. Over time, this shifts the bone remodeling equilibrium toward net bone loss,
particularly in contexts where other factors (low dietary calcium, vitamin D deficiency, hormonal changes) also promote resorption.
The Evidence
A validation study in 700 elderly Chinese subjects77 A validation study in 700 elderly Chinese subjects
350 with hip osteoporotic fractures, 350 controls
found significant association between TNFSF11 variants including rs9594759 and hip fracture risk (p=0.018).
T allele carriers showed lower bone mineral density88 lower bone mineral density
particularly at the lumbar spine
in multiple cohort studies. Genome-wide association studies99 Genome-wide association studies
including the landmark 2008 GWAS
have consistently identified the TNFSF11 region at chromosome 13q14 as one of the most robust loci
associated with bone mineral density variation and osteoporotic fracture risk.
The functional relevance was confirmed through enhancer deletion studies in mice1010 enhancer deletion studies in mice
deletion of RL-D2 enhancer led to high bone mass phenotype,
which demonstrated that regulatory variants in this region directly control RANKL expression
and bone remodeling rates. Importantly, this regulatory region responds to vitamin D1111 this regulatory region responds to vitamin D
inhibition significantly reduced in presence of vitamin D,
suggesting that adequate vitamin D status may partially compensate for genetic risk.
Practical Implications
If you carry the T allele, your bone cells may produce more RANKL in response to normal physiological signals,
increasing your baseline rate of bone turnover. This becomes particularly important after age 50,
during menopause (when estrogen loss further elevates RANKL), or if your diet is low in calcium.
The good news: bone health is highly modifiable through nutrition and lifestyle.
Adequate calcium and vitamin D intake1212 Adequate calcium and vitamin D intake
shown to reduce RANKL levels and bone loss
can help offset genetic predisposition. Weight-bearing exercise stimulates bone formation and may help maintain
the remodeling balance. Regular bone density screening becomes more important if you have two copies of the T allele,
as early detection allows for targeted interventions before fractures occur.
Interactions
This variant interacts with other genes in the RANK/RANKL/OPG pathway1313 RANK/RANKL/OPG pathway
the trio that regulates bone remodeling,
including TNFRSF11A (RANK receptor) and TNFRSF11B (osteoprotegerin). Variants in the vitamin D receptor (VDR) gene
also modulate risk, as VDR polymorphisms affect how bone cells respond to vitamin D1414 VDR polymorphisms affect how bone cells respond to vitamin D
combined VDR and TNFSF11 variants show gene-gene interactions.
Additionally, calcium intake directly influences RANKL expression1515 calcium intake directly influences RANKL expression
low calcium triggers secondary hyperparathyroidism and RANKL upregulation,
meaning dietary habits interact with this genetic variant to determine actual bone health outcomes.
rs1208
NAT2 R268K
- Chromosome
- 8
- Risk allele
- G
Genotypes
Rapid Acetylator — Rapid acetylator
Intermediate Acetylator — Intermediate acetylator
Slow Acetylator — Slow acetylator - reduced detoxification
NAT2 R268K - The Acetylation Tag SNP
The R268K variant (rs1208) is often used as a tag SNP for NAT2 acetylator status because it is in strong linkage disequilibrium 11 Linkage disequilibrium means nearby genetic variants tend to be inherited together as a block rather than independently with rapid acetylator haplotypes. The A allele at this position tags the NAT2*4 rapid acetylator haplotype, which is the ancestral (wild-type) form of the enzyme with full activity.
Understanding Tag SNPs
A tag SNP is a genetic variant that can serve as a proxy for a larger haplotype block. 22 A haplotype block is a set of nearby variants on the same chromosome that are almost always inherited together In the case of rs1208, the A allele reliably indicates the presence of a rapid acetylator allele, while the G allele indicates a slow acetylator allele. This makes it useful for genotyping studies where testing all NAT2 variants is not practical. Notably, the G allele is very rare in East Asian populations (~4%) but common in Europeans (~43%) and Africans (~41%).
The Bigger Picture
Your NAT2 acetylator phenotype - rapid, intermediate, or slow - has practical consequences for both environmental exposures and medication responses. Slow acetylators clear certain carcinogens (particularly aromatic amines from cigarette smoke and heterocyclic amines from cooked meat) more slowly, allowing these compounds to interact with DNA for longer periods.
Metabolic Associations
Beyond detoxification, rs1208 was identified as the lead SNP in a genome-wide
association study33 genome-wide
association study
Knowles JW et al. Identification and validation of NAT2 as an insulin sensitivity gene. J Clin Invest, 2015
linking NAT2 to insulin sensitivity. The slow acetylator genotype was associated
with decreased insulin sensitivity independent of BMI, and nominally associated
with increased fasting glucose, HbA1c, total and LDL cholesterol, triglycerides,
and coronary artery disease risk.
Balancing Risks
Interestingly, slow acetylation is not universally bad. While slow acetylators have higher bladder cancer risk from smoking, rapid acetylators have higher colorectal cancer risk from well-done meat. This is because NAT2 can both activate and deactivate different carcinogens depending on the substrate. 44 NAT2 can either detoxify a carcinogen or convert a pro-carcinogen into its active, DNA-damaging form The practical takeaway is universal: minimize exposure to both cigarette smoke and heavily charred meats regardless of your acetylator status.
rs2740574
CYP3A4 *1B -392A>G
- Chromosome
- 7
- Risk allele
- G
Genotypes
Wild-type — Standard CYP3A4 promoter sequence, most common in European populations
Heterozygous — One copy of the CYP3A4*1B promoter variant, common in African populations
Homozygous *1B — Two copies of the CYP3A4*1B promoter variant, most common in African populations
The Most Abundant Drug-Metabolizing Enzyme — With a Controversial Variant
CYP3A4 is the workhorse of human drug metabolism, responsible for processing
approximately 50% of all prescription medications. Located primarily in the
liver and intestines, this cytochrome P450 enzyme11 cytochrome P450 enzyme
A family of enzymes
that catalyze oxidation reactions, crucial for metabolizing drugs, hormones,
and toxins breaks down everything
from statins to immunosuppressants to benzodiazepines. The rs2740574 variant,
also known as CYP3A4*1B, sits in the gene's promoter region at position -392,
where it may influence how much enzyme your cells produce.
But here's the puzzle: despite decades of research, scientists still debate
whether this variant actually changes CYP3A4 activity in meaningful ways. The
story of CYP3A4*1B is a cautionary tale about genetic complexity22 genetic complexity
Multiple
factors including linkage disequilibrium, population structure, and gene-gene
interactions can complicate interpretation
in pharmacogenomics.
The Mechanism
rs2740574 is an A-to-G substitution 392 base pairs upstream of where CYP3A4's
coding sequence begins. This promoter region contains binding sites for
transcription factors — proteins that control how much enzyme gets made. The
variant sits in the nifedipine-specific response element33 nifedipine-specific response element
A DNA sequence
that responds to the calcium channel blocker nifedipine by increasing CYP3A4
expression, potentially altering how transcription
factors attach.
Early in vitro studies using luciferase reporter constructs44 luciferase reporter constructs
Laboratory
systems where a glowing protein reports gene activity
suggested the G allele increased transcriptional activity. Some studies of human
liver samples found CYP3A4*1B carriers had higher testosterone 6β-hydroxylation
activity55 testosterone 6β-hydroxylation
activity
A standard laboratory test for measuring CYP3A4 function, using the
steroid testosterone as a substrate
and elevated nifedipine oxidase activity.
But the picture got murky when researchers looked at actual drug metabolism in
living people. A phenotyping study using the dextromethorphan/methoxymorphinan
ratio found no association between CYP3A4*1B and CYP3A4 activity66 no association between CYP3A4*1B and CYP3A4 activity
In vivo
measurements in healthy volunteers failed to replicate in vitro findings.
Multiple studies reported inconsistent results.
The likely culprit? CYP3A4*1B exists in tight linkage disequilibrium77 linkage disequilibrium
When
two genetic variants are inherited together more often than chance would predict,
complicating efforts to determine which variant causes an observed effect
with CYP3A5*1, a variant in the neighboring CYP3A5 gene. In European populations,
67% of people with CYP3A4*1B also carry CYP3A5*1; in African populations, it's
100%. Since CYP3A5*1 definitively affects drug metabolism, it may be the true
cause of effects attributed to CYP3A4*1B.
The Evidence
The most striking association involves prostate cancer in African American men.
A meta-analysis of multiple case-control studies88 meta-analysis of multiple case-control studies
Pooled analysis combining
data from many independent studies to increase statistical power
found GG homozygotes had roughly 10-fold higher risk of aggressive prostate
cancer. But subsequent work revealed a critical flaw: after correction for
population stratification99 correction for
population stratification
Statistical adjustment accounting for ancestral
differences between cases and controls,
the association disappeared. The apparent cancer link was an artifact of genetic
ancestry differences, not a causal effect of the variant.
Similarly confounded are studies of drug metabolism. Some research found
CYP3A4*1B carriers had higher clearance of docetaxel and cyclophosphamide1010 higher clearance of docetaxel and cyclophosphamide
Faster elimination of chemotherapy drugs from the body,
while other studies found no effect or even opposite results. A breast cancer
survival study1111 breast cancer
survival study
85 patients treated with cyclophosphamide
reported worse outcomes for CYP3A4*1B carriers (1.3-year median survival versus
2.7 years for wild-type), possibly due to impaired autoinduction reducing
cyclophosphamide activation.
The most authoritative guidance comes from the 2023 CYP3A4 and CYP3A5 Genotyping
Recommendations1212 2023 CYP3A4 and CYP3A5 Genotyping
Recommendations
Joint consensus from AMP, CPIC, CAP, DPWG, and PharmGKB,
a collaborative statement by six major pharmacogenomics organizations. Their
verdict: CYP3A4*1B is "not included in the tier 1 or 2 recommendations" for
routine clinical testing. Despite appearing on numerous haplotypes and showing
association with the functional CYP3A5*1 allele, the independent effect of
CYP3A4*1B remains unproven.
Practical Actions
If you carry one or two copies of CYP3A4*1B, what should you do? The honest answer is: probably nothing specific to this variant. Unlike CYP3A4*22 (a different variant with established reduced function) or CYP3A5*1/*3 (with clear clinical guidelines for tacrolimus dosing), CYP3A4*1B lacks actionable clinical recommendations.
That said, CYP3A4 itself is critically important. This enzyme metabolizes
statins1313 statins
Cholesterol-lowering drugs including atorvastatin, simvastatin, and
lovastatin,
immunosuppressants (tacrolimus, cyclosporine), benzodiazepines1414 benzodiazepines
Anti-anxiety
medications like alprazolam, midazolam, and triazolam,
calcium channel blockers (amlodipine, diltiazem, nifedipine), many antidepressants
(citalopram, escitalopram, sertraline), and chemotherapy agents. Drug-drug
interactions involving CYP3A4 are among the most common and clinically significant.
If you're on multiple medications, especially combinations including a CYP3A4
substrate plus a strong inhibitor (like taking simvastatin with clarithromycin
or grapefruit juice), discuss potential interactions with your pharmacist or
physician. Inhibitors can increase drug levels 3- to 8-fold1515 Inhibitors can increase drug levels 3- to 8-fold
Particularly
dangerous with narrow therapeutic index drugs,
raising toxicity risk.
Interactions
The elephant in the room is CYP3A5*1 (rs776746). This variant in the neighboring
CYP3A5 gene is strongly linked with CYP3A4*1B, especially in African populations.
CYP3A5 expressors (those with at least one CYP3A5*1 allele) produce substantially
more total CYP3A enzyme and require higher tacrolimus doses1616 higher tacrolimus doses
CPIC guidelines
recommend 1.5-2x higher starting doses for CYP3A5 expressors
after organ transplantation. Any observed effect of CYP3A4*1B might actually
reflect CYP3A5*1 activity.
Within CYP3A4 itself, the *22 allele (rs35599367) is far more consequential
than *1B. CYP3A4*22 carriers have 20-30% reduced enzyme activity1717 20-30% reduced enzyme activity
Documented
consistently across multiple in vitro and in vivo studies
and face higher risk of tacrolimus-induced nephrotoxicity. If you're undergoing
pharmacogenomic testing for drug metabolism, CYP3A4*22 and CYP3A5*1/*3 are the
variants with established clinical utility.
The broader CYP3A family also includes CYP3A7 (primarily expressed in fetal
liver) and CYP3A43 (minor role in adults). Gene-gene interactions,
compensatory expression1818 compensatory expression
When one enzyme is reduced, cells may upregulate
related enzymes, and
individual variation in intestinal versus hepatic CYP3A4 activity all contribute
to the challenge of predicting drug metabolism from genetics alone.
Ancestry Considerations
The rs2740574 G allele shows one of the starkest frequency differences between
populations: essentially absent in East Asians (0%), rare in Europeans (~4%),
and common in African populations (50-80% depending on the specific population
studied). This population-specific distribution1919 population-specific distribution
Likely reflects evolutionary
selection pressures or genetic drift
in different ancestral environments.
For African and African American individuals, the high frequency of CYP3A4*1B
means most people carry at least one copy. In the Malian population study2020 Malian population study
Sample of 200 individuals from Mali,
CYP3A4*1B appeared in the majority of participants. This prevalence, combined
with 100% linkage with CYP3A5*1 in African populations, makes it nearly
impossible to separate their effects.
The prostate cancer associations that initially made headlines were likely
confounded by population structure — genetic ancestry differences between cases
and controls that had nothing to do with the variant's function. This is a
common pitfall in genetic association studies2121 common pitfall in genetic association studies
Inadequate adjustment for
ancestry can produce spurious associations
when studying admixed populations.
Gene-Gene Interaction Proposals
Based on the research, here are documented gene-gene interactions worth noting for compound action consideration:
CYP3A4*1B + CYP3A5*1 (rs776746): When a person carries both CYP3A4*1B and CYP3A5*1 (the CYP3A5 expresser allele), the combined effect on total CYP3A enzyme activity is driven primarily by CYP3A5*1. This combination is nearly universal in African populations (100% linkage disequilibrium). The combined recommendation would be: follow CPIC guidelines for CYP3A5*1 regarding tacrolimus dosing; the CYP3A4*1B status does not add independent information. Monitor for drug-drug interactions involving CYP3A substrates, as total CYP3A capacity is elevated.
CYP3A4*1B + CYP3A4*22 (rs35599367): CYP3A4*22 is a decreased-function variant. If someone carries both *1B (uncertain effect) and *22 (established decreased function), the *22 allele dominates the phenotype. Combined recommendation: follow clinical guidance for CYP3A4*22 — expect reduced CYP3A4 activity, higher tacrolimus levels, increased risk of toxicity with narrow therapeutic index CYP3A4 substrates. The *1B allele does not modify this.
rs6777055
CACNA2D3
- Chromosome
- 3
- Risk allele
- A
Genotypes
Normal Pain Sensitivity — Standard thermal pain sensitivity with efficient thalamic pain signal transmission
Slightly Reduced Pain Sensitivity — Mildly reduced thermal pain sensitivity; one protective copy with recessive inheritance
Reduced Pain Sensitivity — Significantly reduced thermal pain sensitivity with impaired thalamic-to-cortical pain signal transmission
The Central Pain Gate — How CACNA2D3 Controls Your Brain's Pain Threshold
CACNA2D3 encodes the alpha-2-delta-3 subunit of voltage-gated calcium channels, a critical regulator of how pain signals travel from the thalamus11 thalamus
the brain's sensory relay station to higher cortical pain centers. Unlike many pain genes that act in peripheral nerves,
CACNA2D3 operates centrally — in the thalamus, cortex, hippocampus, and cerebellum, but not in the spinal cord or dorsal root ganglia . This intronic variant sits in a regulatory region that influences how effectively your brain amplifies or dampens incoming pain signals.
The Mechanism
The alpha-2-delta-3 protein regulates the trafficking and surface expression of voltage-gated calcium channel complexes, which in turn modulate synaptic transmission and function .
The protein's MIDAS motif binds divalent metal cations and promotes trafficking of calcium channel subunits to the plasma membrane, leading to an 80% increase in neurotransmitter release probability . The rs6777055 variant affects this regulatory machinery in a region-specific manner.
Functional imaging studies reveal the consequences: loss of CACNA2D3 function results in impaired transmission of noxious heat-evoked signals from the thalamus to higher pain centers such as the sensory and motor cortices, as well as impaired intracortical inhibition . The protective C allele appears to reduce channel function, creating a partial block in pain signal propagation at the thalamic level — your brain's sensory gatekeeper.
The Evidence
Neely et al. (2010) studied 189 healthy volunteers and found that the minor C allele of rs6777055 was significantly associated with reduced acute thermal pain sensitivity. Among 169 Caucasian adults with chronic lumbar root pain from disc herniation, carriers of the minor C allele experienced independently less pain within the first year following surgery
. The association showed a recessive pattern22 The association showed a recessive pattern
meaning two copies of C were needed for the full protective effect.
The C allele frequency was 0.2 in the studied population, meaning approximately 4% of people are homozygous CC
— a rare but meaningful protective genotype.
Mouse knockout studies confirmed the mechanism: Cacna2d3-null mice showed impaired thermal sensitization, diminished pain responsiveness, and delayed inflammatory heat hyperalgesia .
Intriguingly,
CACNA2D3 mutations also affect sensory filtering more broadly — zebrafish with cacna2d3 mutations show increased startle sensitivity to acoustic stimuli and impaired habituation learning, a process disrupted in human CNS disorders including ADHD, schizophrenia, and autism .
Loss-of-function mutations in CACNA2D3 have been recently identified as pathogenic for non-syndromic autism spectrum disorder in humans .
Practical Implications
If you carry two copies of the common A allele (AA genotype), your calcium channels function normally, transmitting pain signals efficiently from thalamus to cortex. This is the typical human experience — appropriate pain sensitivity that serves its protective function. If you have one C allele (AC), you may have slightly reduced pain sensitivity, particularly to thermal stimuli and in chronic pain contexts after injury or surgery. The recessive inheritance pattern means the effect is modest with just one copy.
The CC genotype confers meaningful protection: reduced acute thermal pain sensitivity and less chronic pain following surgical intervention for disc herniation. This isn't complete pain insensitivity — rather, it's a recalibration of the gain on pain signals at the thalamic gate.
The variant affects transmission from the thalamus to cortex rather than blocking pain responses in sensory neurons themselves , so basic protective pain reflexes remain intact.
Importantly, this isn't a "better" or "worse" genotype — it's a trade-off.
The same gene variants that reduce pain sensitivity also affect other forms of sensory processing, potentially increasing sensitivity to acoustic stimuli and impairing habituation to repeated sensory input . The AA genotype maintains standard pain sensitivity and sensory filtering, while CC trades some pain sensitivity for altered sensory gating more broadly.
Interactions
CACNA2D3 rs6777055 interacts with rs1851048, another CACNA2D3 variant that was independently associated with reduced post-surgical pain in the Neely et al. study. Both variants likely affect the same underlying mechanism — calcium channel trafficking and function in thalamic pain circuits — but may do so through different regulatory pathways or in different neuronal populations.
The broader CACNA2D family is clinically important:
CACNA2D1 and CACNA2D2 are the molecular targets of gabapentin and pregabalin, potent medications for neuropathic pain and epilepsy . However,
CACNA2D3 does not bind gabapentin , so your rs6777055 genotype won't predict response to these drugs. CACNA2D3 instead affects the intrinsic pain processing architecture of your brain.
Given the gene's role in sensory filtering and its links to autism and ADHD, rs6777055 genotype may interact with variants in other sensory processing genes (such as those affecting GABAergic interneurons in prefrontal cortex) to influence overall sensory sensitivity, though these interactions haven't been systematically studied.
rs738409
PNPLA3 I148M
- Chromosome
- 22
- Risk allele
- G
Genotypes
Normal PNPLA3 Function — Standard liver fat metabolism and lowest genetic risk for fatty liver disease
Intermediate PNPLA3 Function — Moderately increased risk for fatty liver disease with good response to lifestyle intervention
Impaired PNPLA3 Function — Significantly increased risk for fatty liver disease, fibrosis, and hepatocellular carcinoma; highly responsive to lifestyle intervention
The Liver's Genetic Achilles' Heel
In 2008, a landmark genome-wide association study11 landmark genome-wide association study
Romeo et al. Genetic variation in PNPLA3 confers susceptibility to nonalcoholic fatty liver disease. Nature Genetics, 2008. The Dallas Heart Study examined hepatic fat content across 2,111 individuals of diverse ancestry using magnetic resonance spectroscopy discovered something remarkable: a single genetic variant in the PNPLA3 gene explained more variation in liver fat content than obesity, diabetes, or alcohol consumption combined. The I148M variant (rs738409) has since been validated as the strongest genetic risk factor for the entire spectrum of fatty liver disease, from simple steatosis to cirrhosis and hepatocellular carcinoma.
PNPLA3 (patatin-like phospholipase domain-containing protein 3) encodes a 481-amino acid protein also called adiponutrin. The protein localizes to the surface of lipid droplets22 lipid droplets
Lipid droplets are cellular organelles that store triglycerides and other neutral lipids. In hepatocytes, excessive lipid droplet accumulation manifests as fatty liver in liver cells and the endoplasmic reticulum, where it functions in triglyceride metabolism and lipid droplet remodeling.
The Mechanism
The I148M variant results from a C-to-G substitution at position 43,928,847 on chromosome 22, changing codon 148 from isoleucine (I) to methionine (M). This single amino acid substitution fundamentally alters how the protein behaves. The mutant 148M protein localizes more extensively to lipid droplets33 localizes more extensively to lipid droplets
Pnpla3I148M knockin mice accumulate PNPLA3 on lipid droplets and develop hepatic steatosis. Hepatology, 2014 than the wild-type protein and exhibits markedly reduced triglyceride hydrolase activity.
Studies using radioactive tracers demonstrate that the I148M variant slows down triglyceride hydrolysis44 slows down triglyceride hydrolysis
PNPLA3 is regulated by glucose in human hepatocytes, and its I148M mutant slows down triglyceride hydrolysis. American Journal of Physiology, 2012 during lipid depletion, essentially trapping fat in liver cells. The protein's normal function involves selectively remodeling triglycerides by incorporating and releasing specific fatty acids, but the 148M variant disrupts this delicate metabolic choreography. The result: hepatocytes accumulate lipid droplets they cannot efficiently clear, initiating a cascade that can progress from simple fat accumulation to inflammation, fibrosis, and cirrhosis.
The Evidence
The strength of association between I148M and liver disease is exceptional by genetic standards. In the original Dallas Heart Study55 original Dallas Heart Study
Romeo et al., 2008, individuals homozygous for the 148M variant (GG genotype) had more than twice the hepatic fat content of non-carriers (CC genotype). This finding has been replicated across dozens of cohorts worldwide.
A 2011 meta-analysis66 2011 meta-analysis
Sookoian & Pirola. Meta-analysis of the influence of I148M variant of PNPLA3 on the susceptibility and histological severity of nonalcoholic fatty liver disease. Hepatology, 2011 of 16 studies covering 3,902 patients with biopsy-proven NAFLD found that GG homozygotes had 3.24-fold higher odds of advanced necroinflammatory scores and 3.2-fold higher odds of fibrosis compared to CC individuals. Effect sizes of this magnitude are rare in common genetic variants.
The risk extends beyond fatty liver itself. A 2014 meta-analysis of cirrhosis77 2014 meta-analysis of cirrhosis
Liu et al. The rs738409 variant of the PNPLA3 gene and cirrhosis: a meta-analysis. Journal of Lipid Research, 2014 including 2,023 patients demonstrated that each copy of the G allele increases cirrhosis risk by 86% (OR 1.86, 95% CI 1.64-2.12). GG homozygotes face a more than 3-fold increased risk (OR 3.41, 95% CI 2.77-4.18) compared to CC individuals.
Perhaps most concerning, the variant substantially increases risk of hepatocellular carcinoma88 hepatocellular carcinoma
Liu et al. Association between the PNPLA3 variant and hepatocellular carcinoma: Evidence from a meta-analysis of individual participant data. Hepatology, 2013, particularly in the context of alcohol-related liver disease. Studies show GG homozygotes have approximately 4.4-fold increased HCC risk compared to non-carriers in populations with existing liver disease.
Practical Implications
The silver lining: while the I148M variant increases susceptibility to liver fat accumulation, it also appears to enhance response to intervention99 enhance response to intervention
Genetic variation in PNPLA3 confers sensitivity to weight loss-induced decrease in liver fat in humans. American Journal of Gastroenterology, 2011. GG homozygotes achieve 2.5-fold greater reductions in liver fat with low-calorie, low-carbohydrate diets compared to CC individuals. This suggests that carriers who maintain healthy body weight and limit refined carbohydrates may substantially mitigate their genetic risk.
The variant shows particularly strong gene-diet interactions1010 gene-diet interactions
Santoro et al. Hepatic fat accumulation is modulated by the interaction between the rs738409 variant in PNPLA3 and dietary omega-6/omega-3 PUFA intake. PLOS One, 2012. In GG carriers, hepatic fat content correlates strongly with dietary carbohydrate and sugar intake, while dietary patterns favoring omega-3 over omega-6 polyunsaturated fatty acids appear protective. Hispanic children homozygous for the 148M variant show positive correlations between liver fat and total sugar intake that aren't seen in non-carriers.
Alcohol represents a critical modifiable risk factor. Even light alcohol consumption1111 light alcohol consumption
Stickel et al. PNPLA3 rs738409, environmental factors and liver-related mortality in the US population. Journal of Hepatology, 2024 significantly amplifies the genetic risk, while coffee consumption appears protective. A 2024 population study found that drinking three or more cups of coffee daily attenuated the increased risk of liver-related mortality in G-allele carriers.
For GG homozygotes with established liver disease, enhanced surveillance may be warranted. Current hepatology guidelines recommend ultrasound screening every six months1212 ultrasound screening every six months
Liu et al. Carriage of the PNPLA3 rs738409 C>G polymorphism confers an increased risk of NAFLD-associated hepatocellular carcinoma. Journal of Hepatology, 2014 for cirrhotic patients to enable early HCC detection, and PNPLA3 genotype may help identify high-risk individuals who benefit most from this surveillance.
Interactions
PNPLA3 I148M interacts with several other genetic variants that influence NAFLD progression:
TM6SF2 rs58542926 (E167K): The TM6SF2 variant primarily affects hepatic fat accumulation through impaired VLDL secretion, while having minimal effect on fibrosis. Combined effects studies1313 Combined effects studies
Dongiovanni et al. Combined effects of the PNPLA3 rs738409, TM6SF2 rs58542926, and MBOAT7 rs641738 variants on NAFLD severity: a multicenter biopsy-based study. Journal of Lipid Research, 2017 show that individuals carrying both PNPLA3 148M and TM6SF2 167K variants have additive effects on steatosis severity. The combination confers higher liver fat content than either variant alone, though PNPLA3 remains the stronger predictor of fibrosis progression.
MBOAT7 rs641738: This variant in membrane-bound O-acyltransferase domain containing 7 associates specifically with fibrosis rather than steatosis. Individuals carrying both PNPLA3 148M and MBOAT7 risk alleles show compounded fibrosis risk1414 compounded fibrosis risk
Dongiovanni et al., 2017, suggesting these variants act on complementary pathways. MBOAT7 modulates phosphatidylinositol remodeling, while PNPLA3 affects triglyceride metabolism, but both ultimately promote hepatic inflammation and scarring.
HSD17B13 rs72613567: This splice variant produces a truncated protein and represents one of the few protective genetic factors1515 protective genetic factors
Abul-Husn et al. Combined effects of PNPLA3, TM6SF2 and HSD17B13 variants on severity of biopsy-proven non-alcoholic fatty liver disease. Hepatology International, 2021 for liver disease. HSD17B13 loss-of-function alleles reduce aminotransferases and lower risk of NASH, cirrhosis, and HCC. Critically, the protective effect of HSD17B13 variants appears to partially attenuate1616 partially attenuate
Abul-Husn et al., 2021 the increased risk conferred by PNPLA3 148M. Individuals carrying both the PNPLA3 GG genotype and HSD17B13 protective variants show intermediate disease severity compared to those with PNPLA3 GG alone.
GCKR rs780094: Variants in glucokinase regulator modestly increase liver fat through enhanced de novo lipogenesis. Epistatic analysis1717 Epistatic analysis
Méndez-Sánchez et al. Contribution of PNPLA3, GCKR, MBOAT7, NCAN, and TM6SF2 genetic variants to hepatocellular carcinoma development in Mexican patients. International Journal of Molecular Sciences, 2025 suggests a three-way interaction between PNPLA3, GCKR, and MBOAT7 that influences HCC risk, particularly in populations with high baseline NAFLD prevalence like Hispanics and Mexicans.
These gene-gene interactions explain why some individuals with PNPLA3 148M develop aggressive liver disease while others remain relatively protected. Polygenic risk scores incorporating 4-5 common variants including PNPLA3, TM6SF2, MBOAT7, and HSD17B13 show improved prediction of cirrhosis and HCC risk compared to PNPLA3 alone and may help refine clinical risk stratification.
rs116855232
NUDT15 Arg139Cys
- Chromosome
- 13
- Risk allele
- T
Genotypes
Normal Metabolizer — Normal NUDT15 enzyme function
Intermediate Metabolizer — Reduced NUDT15 enzyme function (~50%)
Poor Metabolizer — Severely reduced or absent NUDT15 enzyme function
The Hidden Pharmacogenetic Risk in Thiopurine Therapy
Thiopurines11 Thiopurines
Azathioprine, mercaptopurine, and thioguanine — immunosuppressants and chemotherapy drugs widely used to treat acute lymphoblastic leukemia, inflammatory bowel disease, autoimmune conditions, and organ transplant rejection are essential medications but carry a narrow therapeutic window22 a narrow therapeutic window
The difference between an effective dose and a toxic dose is small that makes them dangerous without proper dose adjustment. For decades, pharmacogenetic testing focused exclusively on TPMT (thiopurine methyltransferase), the enzyme that breaks down these drugs. But a 2015 breakthrough33 2015 breakthrough
Genome-wide association study by Yang et al. in the Journal of Clinical Oncology revealed a second critical gene: NUDT15.
The rs116855232 variant replaces arginine with cysteine at position 139 of the NUDT15 protein (R139C). This single amino acid swap causes the protein to become structurally unstable44 structurally unstable
The mutant protein has a 9.4°C lower melting temperature than wild-type, leading to rapid degradation in cells. The result is a near-total loss of enzyme activity — 74% to 100% reduction55 74% to 100% reduction
Measured by Moriyama et al. in functional studies of NUDT15 variants depending on the specific variant. Without functional NUDT15, toxic thiopurine metabolites accumulate in blood cells, causing severe and potentially fatal myelosuppression.
This variant exhibits dramatic ethnic variation. In East Asian populations66 East Asian populations
Chinese, Japanese, Korean, Vietnamese ancestry, the T (risk) allele frequency reaches 10%, meaning roughly 1 in 50 individuals are homozygous poor metabolizers. Compare this to European populations, where the variant is nearly absent (0.4% allele frequency), and the clinical significance becomes clear: NUDT15 testing is essential for Asian and Hispanic patients, complementing TPMT testing in populations where TPMT variants are more common.
The Mechanism
NUDT15 (Nudix Hydrolase 15) is a nucleotide diphosphatase77 nucleotide diphosphatase
Enzyme that hydrolyzes nucleotide diphosphates to monophosphates with a specific role in thiopurine detoxification88 thiopurine detoxification
Converts toxic 6-thioguanine triphosphate (6-TGTP) to inactive 6-thioguanine monophosphate (6-TGMP). When you take azathioprine or mercaptopurine, your body converts these prodrugs into active metabolites including 6-thioguanine nucleotides (6-TGNs)99 6-thioguanine nucleotides (6-TGNs)
These incorporate into DNA and RNA, causing cytotoxic effects that kill rapidly dividing cells. This is therapeutic when targeting cancer cells or overactive immune cells, but becomes dangerous when it affects healthy bone marrow cells.
The R139C substitution disrupts a critical structural element1010 structural element
Arginine 139 normally forms stabilizing interactions with Leu131 and Leu134 in the protein core. When cysteine replaces arginine, these interactions weaken, the α2 helix shifts1111 α2 helix shifts
Molecular dynamics simulations show increased fluctuation in the active site region, and the entire protein becomes unstable. Crystal structure studies1212 Crystal structure studies
Enabled by using a small-molecule inhibitor to stabilize the variant protein for X-ray crystallography revealed that R139C protein adopts dual conformations at position 139, lacking the strong electrostatic interactions of wild-type arginine.
Without functional NUDT15, 6-TGTP accumulates to toxic levels1313 toxic levels
Yang et al. showed TT genotype patients tolerated only 8.3% of planned mercaptopurine dose vs 83.5% in CC genotype. These metabolites incorporate into DNA at excessive rates1414 excessive rates
Measured by increased DNA-TG incorporation in NUDT15-deficient cells, triggering DNA damage responses, cell cycle arrest, and apoptosis in bone marrow progenitor cells. The result is severe myelosuppression1515 severe myelosuppression
Leukopenia, neutropenia, thrombocytopenia that can be life-threatening if not caught early.
The Evidence
The discovery study1616 discovery study
Yang et al. 2015, Journal of Clinical Oncology, genome-wide association study analyzed 657 children with acute lymphoblastic leukemia in the discovery cohort and 371 in the replication cohort. The GWAS revealed two genome-wide significant loci associated with mercaptopurine dose intensity: rs1142345 in TPMT (P = 8.6 × 10⁻⁹) and rs116855232 in NUDT15 (P = 8.8 × 10⁻⁹). Patients homozygous for the NUDT15 variant (TT genotype) tolerated an average of only 8.3% of the planned mercaptopurine dose, compared to 63% for heterozygotes (CT) and 83.5% for wild-type (CC). The T allele was most common in East Asians (10%), followed by Hispanics (7%), rare in Europeans (0.4%), and absent in Africans.
Functional validation1717 Functional validation
Moriyama et al. 2016, Nature Genetics performed targeted sequencing of NUDT15 and identified four coding variants (p.Arg139Cys, p.Arg139His, p.Val18Ile, and p.Val18_Val19insGlyVal) that resulted in 74.4–100% loss of nucleotide diphosphatase activity. Biochemical assays showed that NUDT15 inactivates thiopurine metabolites by dephosphorylating them, and deficient enzyme activity leads to accumulation of toxic 6-TGNs with increased incorporation into DNA and RNA.
A 2021 meta-analysis1818 2021 meta-analysis
Zhang et al., Frontiers in Pharmacology, 30 studies examining NUDT15 polymorphisms in Asian populations found that NUDT15 variants conferred an odds ratio of 11.43 (95% CI 7.11–18.35) for early leukopenia and 16.35 (95% CI 10.20–26.22) for early neutropenia. The NUDT15*3 allele (characterized by rs116855232) showed OR 15.31 for early leukopenia and OR 15.85 for early neutropenia. These effect sizes are substantially larger than TPMT variants in the same populations.
Korean cohort studies1919 Korean cohort studies
978 patients with Crohn's disease treated with thiopurines showed rs116855232 was significantly associated with leukopenia with an odds ratio of 35.6 (p = 4.88 × 10⁻⁹⁴). European cohorts also showed association: OR 9.502020 OR 9.50
p = 4.64 × 10⁻⁴ in European IBD patients, though the lower allele frequency means fewer Europeans are affected.
Clinical Implementation
Based on this evidence, CPIC published updated guidelines in 20182121 CPIC published updated guidelines in 2018
Clinical Pharmacogenetics Implementation Consortium guideline adding NUDT15 genotype-guided dosing to their existing TPMT recommendations. The guideline classifies NUDT15 phenotypes as normal metabolizer (*1/*1), intermediate metabolizer (*1/*2 or *1/*3 with one loss-of-function allele), or poor metabolizer (*2/*2, *2/*3, or *3/*3 with two loss-of-function alleles). Dosing recommendations for mercaptopurine:
- Poor metabolizers: Initiate at 10% of standard dose (10 mg/m²/day) or consider alternative non-thiopurine therapy for non-malignant conditions
- Intermediate metabolizers: Reduce starting dose to 30–80% of standard if normal starting dose is ≥75 mg/m²/day, with close monitoring for myelosuppression
- Normal metabolizers: Standard dosing with routine monitoring
These recommendations apply to all three thiopurines: mercaptopurine, azathioprine (a prodrug of mercaptopurine), and thioguanine. A 2025 guideline update2222 A 2025 guideline update
Published January 2025 in Clinical Pharmacology & Therapeutics provides refined recommendations for patients with variants in both TPMT and NUDT15, recognizing that compound intermediate metabolizers2323 compound intermediate metabolizers
One variant allele each in TPMT and NUDT15 show additive toxicity and require 20–50% of standard dose depending on baseline dose.
Practical Actions
If you carry one or two copies of the NUDT15 R139C variant, pre-emptive genotyping before starting thiopurine therapy2424 pre-emptive genotyping before starting thiopurine therapy
Joint consensus recommendation from AMP, CPIC, CAP, DPWG, ESPT, and PharmGKB can prevent life-threatening myelosuppression. The NUDT15 poor metabolizer phenotype2525 NUDT15 poor metabolizer phenotype
Homozygous for loss-of-function variants occurs in approximately 1 in 50 East Asians — far more common than TPMT poor metabolizers in Europeans — making this test essential for Asian and Hispanic populations.
For heterozygous carriers (CT genotype), dose reductions of 30–80% are recommended depending on the baseline dose. Full-dose thiopurine therapy poses severe risk in homozygous carriers (TT genotype), who should receive only 10% of standard dose or switch to alternative immunosuppressants for non-cancer indications. Close monitoring of complete blood counts is essential regardless of genotype, with more frequent monitoring for variant carriers.
This variant is also the strongest known risk factor for azathioprine-induced alopecia2626 strongest known risk factor for azathioprine-induced alopecia
Hair loss, a distressing adverse effect in Korean patients with neurological diseases, suggesting systemic effects beyond myelosuppression.
Interactions
NUDT15 and TPMT function in parallel pathways for thiopurine metabolism. TPMT inactivates thiopurines through S-methylation2727 S-methylation
Converting 6-mercaptopurine to 6-methylmercaptopurine, while NUDT15 inactivates the active downstream metabolite 6-TGTP by dephosphorylating it to 6-TGMP. When both enzymes are impaired — for example, a patient who is heterozygous for both TPMT rs1142345 (TPMT*3B)2828 TPMT rs1142345 (TPMT*3B)
Major TPMT loss-of-function variant common in Europeans and NUDT15 rs116855232 — the combined effect is greater than either alone2929 greater than either alone
Additive toxicity requiring more aggressive dose reductions.
A 2024 multiethnic study3030 2024 multiethnic study
1,863 children with ALL across diverse ancestries found that compound TPMT/NUDT15 intermediate metabolizers (1.2% of the cohort, predominantly Hispanic) tolerated a median mercaptopurine dose of only 25.7 mg/m²/day — significantly lower than single-gene intermediate metabolizers. These patients required more substantial dose reductions to avoid toxicity while maintaining therapeutic efficacy.
Other pharmacogenetic factors that influence thiopurine toxicity include ITPA variants3131 ITPA variants
Inosine triphosphatase deficiency leads to accumulation of 6-thio-ITP, though ITPA's effect size is smaller than NUDT15 or TPMT. The combined consideration of NUDT15, TPMT, and potentially ITPA genotypes enables truly personalized thiopurine dosing.
For patients on thiopurines who also take allopurinol3232 allopurinol
Xanthine oxidase inhibitor used to treat gout, dose reduction to 25% of standard is required regardless of NUDT15 genotype, as allopurinol blocks an alternative thiopurine inactivation pathway, dramatically increasing 6-TGN levels.
rs1805007
MC1R R151C
- Chromosome
- 16
- Risk allele
- T
Genotypes
Normal Pigmentation — Standard MC1R function with typical pigmentation and anesthesia response
One Variant Copy — Partial MC1R function with possible mild effects on pigmentation
Red Hair Variant — Nonfunctional MC1R requiring significantly more anesthesia and intensive skin protection
The Redhead Gene: More Than Just Hair Color
The MC1R gene encodes the melanocortin-1 receptor, a protein on the surface of melanocytes that controls pigmentation. When functioning normally, MC1R activation stimulates production of eumelanin11 eumelanin
dark brown/black pigment that provides UV protection. The R151C variant (rs1805007) — where arginine at position 151 is replaced by cysteine — renders the receptor completely nonfunctional22 renders the receptor completely nonfunctional
Frändberg et al. showed this variant cannot stimulate cyclic AMP production despite binding alpha-MSH with normal affinity, shifting melanin synthesis toward pheomelanin33 pheomelanin
red/yellow pigment associated with fair skin and red hair.
But the effects extend far beyond pigmentation. This loss of MC1R function has profound implications for pain processing and anesthesia response, making R151C one of the most clinically relevant genetic variants in perioperative medicine.
The Mechanism
The R151C substitution creates a loss-of-function receptor that behaves as a recessive mutation44 behaves as a recessive mutation
heterozygotes with one functional copy have intermediate pigmentation; two copies are needed for the full red hair phenotype. At the molecular level, the variant protein binds alpha-melanocyte-stimulating hormone (α-MSH) normally but fails to activate downstream cAMP signaling. This disruption affects not only melanocytes but also MC1R expression in other tissues including the periaqueductal gray — a brain region central to pain modulation.
The impaired receptor function increases production of pheomelanin, which may contribute to melanomagenesis through UV-independent oxidative damage55 may contribute to melanomagenesis through UV-independent oxidative damage
pheomelanin generates reactive oxygen species under UV exposure. Additionally, MC1R variants appear to influence pain pathways independently of their pigmentation effects, possibly through altered melanocortin signaling in the central nervous system.
The Evidence
Anesthesia requirement: In a landmark 2004 study, Liem et al. demonstrated that redheads required 19% more desflurane anesthesia66 Liem et al. demonstrated that redheads required 19% more desflurane anesthesia
study of 20 women (10 redheads with MC1R variants including R151C, 10 dark-haired controls) showed highly significant difference P=0.0004 to prevent movement in response to electrical pain stimulation compared to dark-haired controls. The finding was highly statistically significant (P=0.0004) and consistent with longstanding anecdotal observations from anesthesiologists77 consistent with longstanding anecdotal observations from anesthesiologists
clinicians have long reported needing more anesthesia for redheaded patients.
Pain sensitivity: The relationship between R151C and pain is complex and sex-specific. Mogil et al. found that women with two variant MC1R alleles displayed significantly greater analgesia from kappa-opioid pentazocine88 Mogil et al. found that women with two variant MC1R alleles displayed significantly greater analgesia from kappa-opioid pentazocine
study of 24 redheads and 24 controls; 5 women homozygous or compound heterozygous for MC1R variants showed markedly increased response than all other groups — an effect not seen in men or heterozygotes. However, redheads show reduced responsiveness to subcutaneous lidocaine and increased thermal pain sensitivity99 reduced responsiveness to subcutaneous lidocaine and increased thermal pain sensitivity
Liem et al. 2005 showed redheaded women required more lidocaine for effective anesthesia.
Melanoma and skin cancer risk: The R151C variant substantially increases melanoma risk1010 substantially increases melanoma risk
pooled analysis from M-SKIP project showed carriers of R151C had significantly elevated melanoma risk, particularly in darker-pigmented individuals, with effects both dependent on and independent of the fair skin phenotype. A Dutch study found R151C overrepresented in melanoma patients with p16-Leiden mutations1111 Dutch study found R151C overrepresented in melanoma patients with p16-Leiden mutations
R151C contributed increased melanoma risk even after correcting for its effect on skin type, suggesting involvement in melanoma tumorigenesis through multiple pathways. For non-melanoma skin cancers, carriers face a 2- to 3-fold increased risk1212 carriers face a 2- to 3-fold increased risk
meta-analysis showed R151C had highest attributable risk for both basal cell and squamous cell carcinoma.
Red hair genetics: In a genome-wide association study of nearly 7,000 Icelanders and Dutch individuals1313 genome-wide association study of nearly 7,000 Icelanders and Dutch individuals
Sulem et al. 2007, discovery sample 2,986 Icelanders plus replication samples, the T allele of R151C showed extraordinary association with red hair (OR=12.47, P=2.0×10⁻¹⁴²), sun sensitivity (OR=2.94), and freckling (OR=4.37). R151C is found in 93% of individuals with red hair1414 found in 93% of individuals with red hair
along with R160W and D294H, accounts for the vast majority of red hair phenotype.
Practical Implications
If you carry two copies of the T allele (TT genotype), inform your anesthesiologist and dentist. The 19-20% increase in anesthetic requirement is clinically significant and can mean the difference between adequate and inadequate sedation during procedures. This isn't hypersensitivity or anxiety — it's a well-documented pharmacogenetic effect requiring dose adjustment.
For skin cancer prevention, individuals with R151C variants need rigorous sun protection independent of visible phenotype1515 rigorous sun protection independent of visible phenotype
even darker-skinned MC1R variant carriers show increased melanoma risk. The increased melanoma risk persists even after accounting for skin type, suggesting mechanisms beyond UV-related damage.
The paradoxical pain response — increased sensitivity in some contexts but enhanced opioid analgesia in others — suggests multimodal pain management may be particularly important for MC1R variant carriers. Women with two variant alleles may benefit from kappa-opioid analgesics like pentazocine for certain pain types.
Interactions
MC1R shows strong compound heterozygosity effects: carrying two different MC1R loss-of-function variants (e.g., R151C on one chromosome and R160W on another) produces the full red hair phenotype and associated clinical effects, just like being homozygous for a single variant. The most common compound genotypes involve R151C + R160W (rs1805008), R151C + D294H (rs1805009), or R151C + R142H. Studies show heterozygotes for two different MC1R variants have significantly elevated risk of red hair1616 heterozygotes for two different MC1R variants have significantly elevated risk of red hair
Flanagan et al. demonstrated compound heterozygotes show effects between heterozygotes and homozygotes.
For melanoma risk, MC1R variants interact with CDKN2A mutations (p16-Leiden deletion). In families with p16 mutations, MC1R variants including R151C substantially increase penetrance1717 MC1R variants including R151C substantially increase penetrance
MC1R variants doubled melanoma risk in p16 mutation carriers, doubling the risk of melanoma development. This suggests that individuals with family history of melanoma and MC1R variants may warrant enhanced surveillance.
rs4988235
LCT -13910C>T
- Chromosome
- 2
- Risk allele
- G
Genotypes
Likely Tolerant — Heterozygous - likely tolerant but variable
Lactase Persistent — Lactase persistent - normal lactose digestion
Lactase Non-Persistent — Lactase non-persistent - likely lactose intolerant
LCT - Lactase Persistence and Dairy Tolerance
The ability to digest lactose (milk sugar) in adulthood is one of the most well-known examples of recent human evolution. Most mammals, including most humans historically, lose the ability to produce lactase enzyme after weaning. But populations that domesticated dairy cattle independently evolved mutations that keep the LCT gene active into adulthood.
The Mechanism
The rs4988235 variant is located upstream of the LCT gene in an enhancer element 11 An enhancer is a distant regulatory DNA sequence that can increase a gene's expression even from thousands of base pairs away within the MCM6 gene on chromosome 2. The A allele (T on the coding strand, hence the "-13910C>T" name) maintains LCT gene expression throughout life by keeping the enhancer active. The G allele (ancestral C) allows the enhancer to be silenced after early childhood, leading to progressive loss of lactase production.
Evolutionary History
Lactase persistence evolved independently at least five times in human history,
in pastoral populations across Europe, East Africa, the Arabian Peninsula, and
Central Asia. The European variant (rs4988235) arose approximately 7,500 years
ago and spread rapidly through the population, representing one of the
strongest known examples of positive selection22 strongest known examples of positive selection
Bersaglieri T et al. Genetic Signatures of Strong Recent Positive Selection at the Lactase Gene. Am J Hum Genet, 2004
in the human genome 33 Positive selection means carriers had a survival or reproductive advantage, causing the variant to increase rapidly in frequency - likely because dairy provided a reliable, calorie-dense food source
and a safe alternative to potentially contaminated water.
Dramatic Population Differences
The frequency of the persistence allele (A) varies enormously by ancestry: 57% in Europeans (where dairy farming originated), but only 0.3% in East Asians, 12% in Africans, and 15% in South Asians. This makes rs4988235 one of the most population-stratified variants in the human genome. In Northern Europe specifically, the frequency reaches 70-90%, while in parts of East Asia it is virtually absent.
Lactose Intolerance in Practice
About 65-70% of the global adult population is lactose non-persistent (GG genotype), though this varies enormously by ancestry. Symptoms of lactose intolerance (bloating, gas, cramps, diarrhea) typically appear 30 minutes to 2 hours after consuming lactose-containing foods.
Living with Lactose Non-Persistence
If you are GG, you are not necessarily completely intolerant. 44 Colonic bacteria can partially ferment undigested lactose, and tolerance often depends on dose, gut transit time, and microbiome composition Many lactose non-persistent individuals can tolerate small amounts of lactose, fermented dairy (yogurt, kefir), and aged hard cheeses (which have very little lactose). Lactase enzyme supplements taken before dairy consumption can also help. The severity of intolerance varies widely between individuals.
rs58542926
TM6SF2 E167K
- Chromosome
- 19
- Risk allele
- T
Genotypes
Normal VLDL Export — Normal liver lipid export function
Reduced VLDL Export — Moderately impaired liver fat export with some cardiovascular benefit
Severely Impaired VLDL Export — Markedly impaired liver fat export with substantial cardiovascular protection
The Liver-Heart Trade-Off Gene
TM6SF2 (transmembrane 6 superfamily member 2) is a hepatic protein that facilitates
the loading of lipids onto very low-density lipoprotein (VLDL) particles11 very low-density lipoprotein (VLDL) particles
VLDL particles transport triglycerides and cholesterol from the liver to the rest
of the body for export from the liver.
The E167K variant (a glutamate-to-lysine substitution at position 167) creates one
of the most interesting genetic trade-offs in human metabolism: it protects your
heart while putting your liver at risk.
The E167K mutation causes the TM6SF2 protein to misfold and degrade rapidly22 TM6SF2 protein to misfold and degrade rapidly
E167K reduces TM6SF2 protein levels by 46% in liver cells,
impairing the liver's ability to package and export fat. Triglycerides that should
leave the liver via VLDL particles instead accumulate inside liver cells, leading
to fatty liver disease. But here's the paradox: those same triglycerides that never
make it into your bloodstream mean lower circulating lipids and reduced cardiovascular
risk. You're trading liver health for heart health.
The Mechanism
TM6SF2 normally resides in the endoplasmic reticulum and ERGIC (ER-Golgi intermediate
compartment)33 endoplasmic reticulum and ERGIC (ER-Golgi intermediate
compartment)
The ERGIC is where VLDL particles receive their lipid cargo before
secretion, where it helps load triglycerides
and cholesterol esters onto nascent VLDL particles. The E167K substitution disrupts
this process at a molecular level: the amino acid change from glutamate (negatively
charged) to lysine (positively charged) destabilizes the protein structure, leading
to accelerated degradation via the ubiquitin-proteasome pathway.
With reduced TM6SF2 protein, the liver specifically fails to assemble and secrete
large, triglyceride-rich VLDL1 particles44 large, triglyceride-rich VLDL1 particles
VLDL1-apoB100 production is markedly
reduced in E167K homozygotes, while smaller VLDL2 production remains normal.
VLDL1-triglyceride production drops by 35% in E167K carriers. The triglycerides
that can't be exported accumulate in hepatocytes as lipid droplets—the hallmark
of nonalcoholic fatty liver disease (NAFLD).
At the molecular level, E167K also impairs the liver's ability to synthesize
polyunsaturated phosphatidylcholines55 polyunsaturated phosphatidylcholines
E167K carriers have lower hepatic
polyunsaturated phosphatidylcholines despite higher total triglycerides,
particularly those containing omega-3 fatty acids. Recent research shows that
E167K increases the interaction between TM6SF2 and PNPLA366 increases the interaction between TM6SF2 and PNPLA3
TM6SF2 E167K variant
decreases PNPLA3-mediated PUFA transfer to promote hepatic steatosis,
impairing PNPLA3's normal function of transferring polyunsaturated fatty acids
(PUFAs) from triglycerides to phosphatidylcholines. This disrupts membrane
lipid composition and exacerbates hepatic steatosis.
The Evidence
The E167K variant was discovered in 2014 through an exome-wide association study77 discovered in 2014 through an exome-wide association study
Kozlitina et al. Exome-wide association study identifies a TM6SF2 variant that
confers susceptibility to nonalcoholic fatty liver disease. Nature Genetics, 2014
of the Dallas Heart Study cohort. Carriers had significantly elevated liver fat
on MRI and higher ALT levels, but paradoxically lower plasma triglycerides and
LDL cholesterol.
A 2015 meta-analysis of 91,937 individuals88 2015 meta-analysis of 91,937 individuals
Pirola et al. The dual and opposite
role of the TM6SF2-rs58542926 variant. Hepatology, 2015
confirmed the paradoxical effects: T allele carriers had an odds ratio of 2.13
for NAFLD but showed protection against cardiovascular disease through reduced
circulating lipids. The effect size is substantial—among the strongest common
genetic risk factors for fatty liver disease.
Subsequent studies have shown that E167K is associated with the full spectrum
of NAFLD progression99 full spectrum
of NAFLD progression
TM6SF2 rs58542926 influences hepatic fibrosis progression.
Nature Communications, 2014: simple
steatosis, steatohepatitis (NASH), advanced fibrosis, and hepatocellular carcinoma.
A 2024 study found that E167K homozygotes have dramatically elevated risks1010 E167K homozygotes have dramatically elevated risks
OR 5.38 for steatotic liver disease, OR 5.76 for steatohepatitis, OR 11.22 for
hepatocellular carcinoma,
making this one of the highest-risk genotypes for liver disease.
A 2020 kinetic study using stable isotope tracers1111 2020 kinetic study using stable isotope tracers
Effects of TM6SF2 E167K on
hepatic lipid and very low-density lipoprotein metabolism. JCI Insight, 2020
in 10 E167K homozygotes revealed the precise mechanism: VLDL1-apoB100 production
was markedly reduced and VLDL1-triglyceride production was 35% lower compared to
controls. This impaired VLDL1 secretion explains both the hepatic fat accumulation
and the cardiovascular protection.
The cardiovascular protection is real: a 2024 community cohort study1212 2024 community cohort study
TM6SF2-rs58542926
Genotype Has Opposing Effects on Incidence of Hepatic and Cardiac Events. Clinical
Gastroenterology and Hepatology, 2024
found that TT genotype carriers had a 3.16-fold increased risk of liver-related
events but a 0.76-fold reduced risk of major adverse cardiovascular events. In
most risk groups, the absolute decrease in cardiovascular events exceeded the
absolute increase in liver-related events.
Practical Implications
If you carry the T allele, your liver is vulnerable but your heart has a genetic advantage. The key is to support your liver proactively while recognizing that you don't face the same cardiovascular lipid burden as non-carriers.
Diet matters more for you than for most people. Animal studies show that
dietary phosphatidylcholine containing C18:3 fatty acids1313 dietary phosphatidylcholine containing C18:3 fatty acids
Dietary PC containing
C18:3 completely abolished liver damage from E167K in high-fat diet-fed mice
can completely prevent E167K-induced hepatic steatosis and injury. Choline
(found in eggs, liver, and soybeans) is a precursor to phosphatidylcholine, and
dietary choline restriction increases liver fat in humans1414 dietary choline restriction increases liver fat in humans
Circulating
triacylglycerol signatures and insulin sensitivity in NAFLD. Journal of Hepatology,
2015.
Your genotype makes you particularly sensitive to high-fat diets. Studies show
that caloric restriction can override the prosteatotic effects1515 caloric restriction can override the prosteatotic effects
Reduction of
caloric intake might override the prosteatotic effects of PNPLA3 and TM6SF2
variants. PLoS ONE, 2016 of E167K.
Weight management is not optional—it's essential liver protection for T allele
carriers.
Monitoring is critical. E167K carriers show significantly elevated ALT and AST
levels1616 significantly elevated ALT and AST
levels
Meta-analysis of the influence of TM6SF2 E167K variant on plasma concentration
of aminotransferases. Scientific Reports, 2016
even before NAFLD is diagnosed. Regular liver enzyme testing can catch early
damage. Liver imaging (ultrasound or MRI) every 2-3 years helps assess steatosis
progression before it advances to fibrosis.
The lipid paradox has clinical implications. Your naturally lower LDL and triglycerides mean you may not need aggressive lipid-lowering medications that others require. Discuss your genotype with your physician when considering statin therapy—the risk-benefit calculation is different for E167K carriers. However, don't assume your favorable lipid profile means you're metabolically healthy; your liver may be accumulating fat that never shows up in standard lipid panels.
Interactions
The TM6SF2 E167K variant shows strong additive effects with PNPLA3 I148M1717 additive effects with PNPLA3 I148M
The
additive effects of the TM6SF2 E167K and PNPLA3 I148M polymorphisms. Oncotarget,
2017. When both variants are present,
liver fat accumulation and fibrosis risk increase substantially beyond either
variant alone. The 2024 mechanistic study1818 2024 mechanistic study
TM6SF2 E167K variant decreases
PNPLA3-mediated PUFA transfer. Clinical and Molecular Hepatology, 2024
showed that E167K increases the interaction between TM6SF2 and PNPLA3 proteins,
impairing PNPLA3's ability to transfer polyunsaturated fatty acids from triglycerides
to phosphatidylcholines. This protein-level interaction explains why the two
variants compound each other's effects on hepatic steatosis.
Other NAFLD-risk variants also interact with TM6SF2: MBOAT7 rs641738, GCKR
rs1260326, and HSD17B13 rs726135671919 MBOAT7 rs641738, GCKR
rs1260326, and HSD17B13 rs72613567
Combined effects of PNPLA3, TM6SF2 and
HSD17B13 variants on severity of biopsy-proven NAFLD. Hepatology International,
2021 have been
studied in multi-variant genetic risk scores. MBOAT7 primarily affects fibrosis
progression, while HSD17B13 appears protective against inflammation. These genes
are linked through protein-protein interaction networks2020 protein-protein interaction networks
TM6SF2 co-expressed
with GCKR and HSD17B13, PNPLA3 co-expressed with GCKR,
suggesting shared lipid metabolism pathways.
An interesting gene-diet interaction has been documented: the protective effect
of a "Prudent" dietary pattern2121 protective effect
of a "Prudent" dietary pattern
TM6SF2-rs58542926 modifies the protective effect
of a prudent dietary pattern. Nutrients, 2023
rich in unsaturated fatty acids on serum triglycerides is significantly modified
by E167K—T allele carriers may not benefit from this dietary pattern the way
CC carriers do.
rs3751143
P2RX7 Glu496Ala
- Chromosome
- 12
- Risk allele
- C
Genotypes
Normal P2X7 Function — Fully functional P2X7 receptor with standard inflammatory and pain responses
Reduced P2X7 Function — One functional and one non-functional P2X7 allele, resulting in intermediate inflammatory and pain responses
Loss of P2X7 Function — Two copies of the loss-of-function allele, resulting in severely reduced P2X7 activity
P2RX7 Glu496Ala — A Loss-of-Function Variant with Complex Effects on Pain and Inflammation
The P2X7 receptor is an ATP-gated ion channel11 ATP-gated ion channel
The receptor opens in response to high concentrations of extracellular ATP, typically released during tissue damage or cell death expressed primarily on immune cells, particularly microglia in the central nervous system. When activated by high concentrations of extracellular ATP—a danger signal released during tissue damage—P2X7 triggers a cascade of inflammatory responses. The Glu496Ala variant (rs3751143, also known as 1513A>C) is a well-characterized loss-of-function polymorphism22 well-characterized loss-of-function polymorphism
First described in 2001 by Gu et al., showing the variant leads to non-functional receptors that dramatically reduces receptor activity. This single amino acid change from glutamic acid to alanine at position 496 impairs both channel and pore function33 impairs both channel and pore function
Studies show 70-90% reduction in ATP-induced responses in homozygous carriers, affecting inflammatory signaling and pain processing in ways that can be both protective and detrimental depending on the clinical context.
The Mechanism
The Glu496Ala substitution occurs in the C-terminal intracellular domain44 C-terminal intracellular domain
This region is critical for receptor trafficking to the cell membrane and pore formation of the P2X7 receptor. This region is essential for proper receptor function, influencing both ATP binding affinity and the formation of the large membrane pore that allows passage of molecules up to 900 daltons. In homozygous CC individuals, the mutant receptors show severely reduced cell surface expression and near-complete loss of ATP-induced channel opening55 near-complete loss of ATP-induced channel opening
Homozygous carriers show 9-fold lower ATP-induced ion efflux compared to wild-type. Heterozygous AC carriers express approximately half the functional receptor protein compared to AA wild-type individuals, resulting in intermediate phenotypes. The loss of function translates to impaired potassium efflux, reduced inflammasome activation66 potassium efflux, reduced inflammasome activation
The NLRP3 inflammasome requires P2X7 activation for assembly and cytokine maturation, and delayed release of the pro-inflammatory cytokine IL-1β from immune cells in response to danger signals.
The Evidence
The clinical consequences of rs3751143 are context-dependent. In chronic pain conditions77 chronic pain conditions
Study of diabetic neuropathic pain patients found loss-of-function carriers had lower pain scores, the C allele appears protective. A 2014 study of diabetic peripheral neuropathic pain found that while gain-of-function variants in P2RX7 were associated with higher pain intensity in females, the Glu496Ala loss-of-function variant showed the opposite pattern. This aligns with extensive animal research demonstrating that P2X7 knockout mice show reduced pain hypersensitivity88 P2X7 knockout mice show reduced pain hypersensitivity
Disruption of P2X7 abolishes chronic inflammatory and neuropathic pain in mice in models of nerve injury and chronic inflammation. The receptor's role in activating spinal microglia—the immune cells that amplify pain signals in the central nervous system—explains this protective effect.
For cardiovascular disease99 cardiovascular disease
Meta-analysis of ischemic heart disease and stroke in 14,000+ individuals, the loss-of-function variant also shows benefit. A 2012 study found the C allele significantly associated with reduced risk of ischemic stroke (OR 0.89, 95% CI 0.81-0.97, P=0.012) and decreased ischemic heart disease risk in smokers. The mechanism likely involves reduced inflammatory activation1010 reduced inflammatory activation
P2X7 drives inflammatory atherosclerosis through cytokine release from vascular immune cells in atherosclerotic plaques and vascular inflammation.
However, the dampened immune response creates vulnerabilities. In infectious disease1111 infectious disease
Study of 163 chronic Q fever patients over median 42-month follow-up, the CC genotype was associated with a 2.4-fold increased risk of treatment failure (SHR 2.42, 95% CI 1.16-5.05). The P2X7 receptor is crucial for immune cells to kill intracellular pathogens like Coxiella burnetii (the causative agent of Q fever), Mycobacterium tuberculosis1212 Mycobacterium tuberculosis
Meta-analysis showing increased tuberculosis susceptibility with loss-of-function P2X7 variants, and Toxoplasma gondii. Loss-of-function impairs this pathogen clearance mechanism.
An interesting protective aspect emerges in acute inflammatory conditions1313 acute inflammatory conditions
Ex vivo study showing CC carriers had reduced cytotoxicity at high ATP concentrations. A 2012 study using whole blood models found that carriers of Glu496Ala were protected against the cytotoxic effects of high ATP levels during severe inflammation, while still maintaining some IL-1β release capacity—suggesting a potentially beneficial buffering effect during cytokine storms.
Practical Implications
For pain management, carriers of the C allele may experience naturally lower pain sensitivity, particularly in chronic inflammatory and neuropathic pain states1414 chronic inflammatory and neuropathic pain states
P2X7 expressed in spinal microglia drives central sensitization in chronic pain. This doesn't mean you're immune to pain, but the threshold for developing chronic pain after injury may be higher. If you do develop chronic pain, you might respond differently to treatments targeting inflammatory pathways.
The infectious disease implications are more concerning for CC homozygotes. While the absolute risk of problematic infections remains low1515 absolute risk of problematic infections remains low
Population studies show no major health burden despite ~3% CC frequency in most populations, awareness is important if you develop infections with intracellular bacteria (Q fever, tuberculosis, certain atypical infections). These may require more aggressive or prolonged antibiotic therapy. The cardiovascular protection is a modest but real benefit—the ~11% reduction in ischemic stroke risk translates to meaningful population-level protection.
The reduced inflammatory tone1616 reduced inflammatory tone
Carriers show lower baseline inflammatory cytokine production associated with this variant may also influence response to inflammatory triggers, vaccines, and immune-mediated conditions. Some evidence suggests carriers might have reduced vaccine-induced inflammatory responses, though protection is typically maintained through other immune pathways.
Interactions
Rs3751143 is one of several functionally significant variants in the highly polymorphic P2RX7 gene. Two gain-of-function variants, rs208294 (His155Tyr) and rs1718119 (Ala348Thr), have opposite effects—increasing P2X7 activity and pain sensitivity. Another variant, rs7958311 (Arg270His), has been more consistently associated with chronic pain conditions including fibromyalgia and irritable bowel syndrome, with a unique combined gain-of-function in channel opening but loss-of-function in pore formation. Individuals carrying both loss-of-function and gain-of-function P2RX7 variants may have complex phenotypes where effects partially cancel out. The net impact on pain sensitivity, inflammation, and immune function depends on which variants are present and their relative functional effects. Additionally, P2X7 function interacts with other purinergic receptors (P2X4, P2Y receptors) and inflammatory pathways (NLRP3 inflammasome, IL-1 signaling) that modulate its clinical effects.
rs4880
SOD2 Val16Ala
- Chromosome
- 6
- Risk allele
- A
Genotypes
Full Activity — Normal mitochondrial SOD2 activity
Intermediate Activity — Intermediate mitochondrial SOD2 activity (one reduced-function copy)
Reduced Activity — Reduced mitochondrial SOD2 activity (~30-40% less enzyme in mitochondria)
SOD2 Val16Ala — Your Mitochondrial Antioxidant Shield
Every cell in your body contains mitochondria, the organelles that generate energy through oxidative phosphorylation. This process inevitably produces superoxide radicals 11 Superoxide (O2-) is one of the most reactive oxygen species, capable of damaging DNA, proteins, and lipid membranes if not rapidly neutralized as byproducts. Manganese superoxide dismutase (MnSOD), encoded by the SOD2 gene, is the primary and only superoxide-scavenging enzyme inside mitochondria. It converts toxic superoxide into hydrogen peroxide, which is then further neutralized by catalase and glutathione peroxidase into harmless water.
The Val16Ala variant (rs4880) affects a critical part of the MnSOD protein: its mitochondrial targeting sequence 22 The targeting sequence is a short peptide at the beginning of the protein that acts as an address label, directing it to the mitochondria after synthesis in the cytoplasm. This single amino acid change determines how efficiently the enzyme reaches its workplace inside mitochondria.
The Mechanism
MnSOD is synthesized in the cytoplasm and must be actively imported into the
mitochondrial matrix to function. The Val16Ala variant changes the structure
of the mitochondrial targeting sequence from an alpha-helix (Ala form) to a
beta-sheet (Val form). The landmark Sutton et al. study33 The landmark Sutton et al. study
Sutton A et al. The
Ala16Val genetic dimorphism modulates the import of human manganese superoxide
dismutase into rat liver mitochondria. Pharmacogenetics,
2003 demonstrated that this
conformational change causes the Val-MnSOD precursor to become partially arrested
within the inner mitochondrial membrane, producing 30-40% less active, mature
enzyme in the matrix compared to the Ala form. The Val variant also reduces
mRNA stability, further decreasing the pool of available protein.
The result is straightforward: carrying the Val allele (A on the plus strand) means less functional SOD2 inside your mitochondria, leading to higher mitochondrial superoxide levels and greater vulnerability to oxidative damage.
The Evidence
The clinical consequences of reduced mitochondrial SOD2 have been examined across
a wide range of conditions. A large meta-analysis of 52 studies44 large meta-analysis of 52 studies
Mao C et al.
Superoxide dismutase 2 gene and cancer risk: evidence from an updated meta-analysis.
Int J Clin Exp Med, 2015 encompassing
26,865 cancer cases and 32,464 controls found significant associations between the
SOD2 polymorphism and specific cancer types, including lung cancer (OR 0.84 for
Ala carriers, suggesting a protective role of the Ala allele) and colorectal
cancer in Caucasian populations (OR 1.13 for Val carriers).
In cardiovascular disease, Mollsten et al.55 Mollsten et al.
Mollsten A et al. The V16A
polymorphism in SOD2 is associated with increased risk of diabetic nephropathy
and cardiovascular disease in type 1 diabetes. Diabetologia,
2009 studied 1,510 type 1 diabetes
patients and found the Val/Val genotype increased risk of both diabetic nephropathy
(OR 1.32) and cardiovascular disease. Nomiyama et al.66 Nomiyama et al.
Nomiyama T et al.
The polymorphism of manganese superoxide dismutase is associated with diabetic
nephropathy in Japanese type 2 diabetic patients. J Hum Genet,
2003 confirmed these findings in
type 2 diabetes, with the Val/Val genotype significantly overrepresented among
those with nephropathy.
A coronary artery disease study77 coronary artery disease study
Rashid S et al. Modifiable risk factors,
oxidative stress markers, and SOD2 rs4880 SNP in coronary artery disease.
Mol Biol Rep, 2024 found that
carriers of at least one Ala allele (AG or GG) had an OR of 2.85 for CAD,
with significantly decreased SOD activity and elevated malondialdehyde [| A
marker of lipid peroxidation, indicating oxidative damage to cell
membranes](#], though this finding warrants cautious interpretation as it
contrasts with the expected direction based on enzyme activity alone.
Interestingly, the relationship between SOD2 activity and disease risk is not always linear. Higher SOD2 activity produces more hydrogen peroxide, which requires adequate downstream enzymes (catalase, glutathione peroxidase) to neutralize. When these downstream defenses are insufficient, the Ala/Ala genotype's higher SOD2 activity can paradoxically increase oxidative stress through hydrogen peroxide accumulation. This explains some apparently contradictory findings across studies.
Practical Implications
If you carry the Val allele (AA or AG genotype), supporting your mitochondrial antioxidant defenses becomes especially important. Manganese is the essential cofactor for MnSOD, so ensuring adequate intake through foods like nuts, seeds, whole grains, and leafy greens matters. Coenzyme Q10 (ubiquinol form) supports the mitochondrial electron transport chain and may help compensate for reduced SOD2 capacity. Selenium supports glutathione peroxidase, the downstream enzyme that handles the hydrogen peroxide SOD2 produces.
Dietary antioxidants from colorful fruits and vegetables provide additional non-enzymatic free radical scavenging. Avoiding excessive oxidative stress from smoking, excessive alcohol, and prolonged intense exercise without adequate recovery is also prudent for Val carriers.
For the Ala/Ala (GG) genotype, the picture is more nuanced. While mitochondrial SOD2 import is efficient, the resulting higher hydrogen peroxide production means supporting downstream antioxidant enzymes (catalase via iron, GPX via selenium) becomes the priority.
Interactions
SOD2 works in a sequential antioxidant cascade: SOD2 converts superoxide to hydrogen peroxide, then glutathione peroxidase 1 (GPX1, see rs1050450) and catalase (CAT, see rs1001179) convert hydrogen peroxide to water. If you carry both the SOD2 Val allele (reduced superoxide clearance) and the GPX1 variant (reduced hydrogen peroxide clearance), the compound effect on oxidative stress can be substantially greater than either alone. Published studies have examined combined SOD2-GPX1 genotypes and found additive effects on disease risk, including bladder cancer and kidney disease.
NQO1 (rs1800566) is another relevant interaction partner: NQO1 is required for recycling CoQ10 back to its active ubiquinol form. If NQO1 is impaired alongside SOD2, the mitochondrial antioxidant system faces a dual challenge. The combination of reduced SOD2 activity (Val allele) with reduced GPX1 activity creates a situation where both the production and clearance of reactive oxygen species are compromised. This is a strong candidate for a compound implication linking the SOD2 AA genotype with GPX1 risk genotypes, as the combined recommendation (aggressive antioxidant support with manganese, selenium, CoQ10, and dietary antioxidants) differs meaningfully from either individual recommendation.
rs5219
KCNJ11 E23K
- Chromosome
- 11
- Risk allele
- A
Genotypes
Normal Channel Function — Standard pancreatic potassium channel function and insulin secretion
Mildly Reduced Channel Sensitivity — Slightly reduced pancreatic channel sensitivity to ATP, modestly increased diabetes risk
Reduced Channel Sensitivity — Reduced pancreatic channel sensitivity to ATP, increased diabetes risk
The Pancreatic Potassium Channel That Controls Insulin Release
Your pancreatic beta cells use a remarkable molecular gate called the KATP channel
to sense blood sugar and release insulin. KCNJ11 encodes Kir6.2, the pore-forming
subunit of this channel. When blood glucose rises, ATP builds up inside the beta
cell, closes the KATP channel11 closes the KATP channel
The channel is inhibited by intracellular ATP,
which binds to Kir6.2 to cause channel closure,
depolarizes the cell membrane, and triggers insulin secretion. This SNP changes
a single amino acid at position 23 from glutamate (E) to lysine (K), subtly
altering how the channel responds to ATP.
The E23K variant is one of the most extensively studied common diabetes SNPs,
with over 50 meta-analyses and cohort studies. It's also pharmacogenomically
relevant — sulfonylurea drugs work by directly binding to the SUR1 subunit of
this same channel to close it and stimulate insulin release. And in rare cases
of neonatal diabetes22 neonatal diabetes
Permanent neonatal diabetes appears within the first
6 months of life caused by severe
KCNJ11 mutations, patients can often switch from insulin to high-dose sulfonylureas
with remarkable success.
The Mechanism
The E23K polymorphism substitutes a negatively charged glutamate for a positively
charged lysine at position 23 of the Kir6.2 protein. This alters the charge of
the ATP-binding region33 alters the charge of
the ATP-binding region
The amino acid change affects channel sensitivity to ATP
and MgADP and decreases channel
sensitivity to ATP. The K23 variant requires higher ATP concentrations to close
the channel, which means beta cells need higher glucose levels to trigger the
same insulin response.
In vitro studies show that K23 KATP channels have increased basal activity44 K23 KATP channels have increased basal activity
23K KATP channels have increased threshold ATP concentration for insulin
release, causing spontaneous
hyperactivity of pancreatic beta cells. However, in the presence of sulfonylureas,
23K channels paradoxically show increased sensitivity compared to 23E channels55 increased sensitivity compared to 23E channels
In vitro experiments in human pancreatic islets exhibited increased response to
sulfonylurea in the presence of 23Lys.
This suggests that the K allele may predict better response to sulfonylurea drugs,
though clinical studies show mixed results.
The Evidence
A comprehensive meta-analysis66 comprehensive meta-analysis
Gloyn AL et al. Quantitative Assessment of the
Effect of KCNJ11 Gene Polymorphism on the Risk of Type 2 Diabetes. PLOS One,
2014 of 48 published studies involving
56,349 type 2 diabetes cases and 81,800 controls found the E23K polymorphism
significantly associated with increased diabetes risk. The per-allele odds ratio
was 1.12 (95% CI: 1.09-1.16, P<10⁻⁵). For heterozygous carriers, the OR was
1.09; for homozygous K/K individuals, it was 1.26. This translates to roughly
a 10% increased risk per copy of the K allele.
A 2022 meta-analysis77 2022 meta-analysis
Risk of type 2 diabetes and KCNJ11 gene polymorphisms:
a nested case-control study and meta-analysis. Scientific Reports,
2022 analyzed 72 case-control studies
(41,372 cases and 47,570 controls) and confirmed the association under multiple
genetic models. Importantly, stratified analysis showed rs5219 is involved in
T2D risk among American, East Asian, European, and Greater Middle Eastern
populations, but not South Asian populations.
The KCNJ11-E23K Gene Variant Hastens Diabetes Progression88 KCNJ11-E23K Gene Variant Hastens Diabetes Progression
Gan WZ et al.
Diabetes, 2021 study demonstrated
that the K23 variant impairs glucose-induced insulin secretion and increases
diabetes risk when combined with high-fat diet and obesity. Carriers progress
from prediabetes to diabetes faster than E/E individuals.
Practical Implications
If you carry one or two copies of the K allele, your pancreatic beta cells need slightly higher glucose levels to trigger insulin release. This doesn't mean you'll definitely develop diabetes — the effect size is modest, and most K/K homozygotes never develop diabetes. But it does mean you're starting with a small handicap in glucose regulation.
The good news: this is highly actionable through diet and lifestyle. Reducing
sugar and refined carbs helps prevent the chronic glucose spikes that stress
your slightly-impaired beta cells. Magnesium99 Magnesium
Magnesium plays a central role
as a cofactor in energy production and is essential for both the manufacture
and action of insulin and
chromium1010 chromium
Chromium participates in insulin signal activation by binding to
insulin-activated receptors
supplementation may help optimize insulin function.
For pharmacogenomics: if you require diabetes medication, sulfonylureas (glyburide, glipizide, glimepiride) work by closing this exact channel. Some studies suggest K allele carriers may respond better to sulfonylureas, though the evidence is inconsistent. Your doctor can monitor response through HbA1c tracking.
Interactions
KCNJ11 and ABCC8 (which encodes the SUR1 subunit) together form the complete
KATP channel. The rs757110 (A1369S) polymorphism in ABCC81111 rs757110 (A1369S) polymorphism in ABCC8
KCNJ11, ABCC8 and TCF7L2 polymorphisms and the response to sulfonylurea
treatment. BMC Medical Genetics, 2017
is another common diabetes risk variant that affects the same channel complex.
Carrying risk alleles in both genes may compound the effect on insulin secretion
and sulfonylurea response.
TCF7L2 encodes a transcription factor that regulates insulin production. The
rs7903146 variant in TCF7L21212 rs7903146 variant in TCF7L2
TCF7L2 encodes a transcription factor expressed
in pancreatic beta cells that regulates insulin production and
processing is the strongest common
genetic risk factor for type 2 diabetes. When combined with KCNJ11 E23K and
ABCC8 variants, the diabetes risk increases in an additive manner — each
additional risk allele incrementally impairs the beta cell's ability to sense
glucose and secrete insulin appropriately.
For neonatal diabetes: rare activating mutations in KCNJ11 (distinct from the common E23K polymorphism) cause permanent neonatal diabetes, often with neurological features called DEND syndrome. These patients can often transition from insulin to sulfonylureas with excellent glycemic control and improvements in neurodevelopment.
rs1050450
GPX1 Pro198Leu
- Chromosome
- 3
- Risk allele
- A
Genotypes
Full Activity — Normal GPX1 enzyme activity with full selenium responsiveness
Reduced Activity — Moderately reduced GPX1 activity with blunted selenium response
Low Activity — Significantly reduced GPX1 activity (~40% lower) with poor selenium responsiveness
GPX1 Pro198Leu — Your Selenium-Powered Antioxidant Shield
Glutathione peroxidase 1 (GPX1) is the most abundant member of the
selenoprotein family11 selenoprotein family
Proteins that incorporate the amino acid selenocysteine at their active site, requiring dietary selenium for synthesis,
a group of enzymes that depend on dietary selenium for their activity. GPX1
serves as a frontline defense against oxidative damage by converting hydrogen
peroxide (H2O2) and organic hydroperoxides into harmless water and alcohols,
using glutathione22 glutathione
A tripeptide (glutamate-cysteine-glycine) that serves as the cell's primary antioxidant and detoxification molecule
as its reducing substrate. The Pro198Leu variant (rs1050450) changes a proline
to leucine in the enzyme, reducing its catalytic activity and -- critically --
diminishing its responsiveness to selenium. This makes it one of the most
actionable variants in the antioxidant pathway: adequate selenium intake can
partially compensate for the genetic reduction.
The Mechanism
GPX1 contains a
selenocysteine residue33 selenocysteine residue
The 21st amino acid, encoded by a UGA codon that is recoded by a selenocysteine insertion sequence (SECIS) in the mRNA's 3' UTR
at its active site, which is essential for catalysis. The enzyme reduces H2O2 to
water in a two-step reaction: selenocysteine is first oxidized by the peroxide
substrate, then reduced back to its active form by two molecules of glutathione.
This cycle occurs millions of times per second in every cell.
The Pro198Leu substitution (C>T at codon 198, reported as G>A on the plus strand)
does not directly disrupt the active site but alters the enzyme's tertiary
structure in a way that reduces catalytic efficiency.
In vitro studies44 In vitro studies
Hu YJ and Diamond AM demonstrated in breast carcinoma cell lines that the Leu variant shows significantly lower enzyme activity and reduced responsiveness to selenium supplementation
in cell lines showed the Leu allele produces an enzyme with approximately 40%
lower activity than the Pro allele. Perhaps more importantly, the Leu variant
shows a blunted response to selenium supplementation -- the enzyme fails to
upregulate as effectively when selenium levels rise.
A study of 405 healthy individuals55 study of 405 healthy individuals
Jablonska E et al. Association between GPx1 Pro198Leu polymorphism, GPx1 activity and plasma selenium concentration in humans. Eur J Nutr, 2009
quantified this genotype-selenium interaction precisely. The correlation between
plasma selenium and red blood cell GPx1 activity was strong for Pro/Pro carriers
(r = 0.44, p < 0.001), intermediate for Pro/Leu (r = 0.35, p < 0.001), and
essentially absent for Leu/Leu (r = 0.25, p = 0.45). In other words, Leu/Leu
carriers derive substantially less antioxidant benefit from a given selenium
intake compared to Pro/Pro carriers.
The Evidence
The clinical consequences of reduced GPX1 activity have been examined across multiple disease domains.
Cancer risk. A
comprehensive meta-analysis of 60 studies66 comprehensive meta-analysis of 60 studies
Xie Y et al. Association between GPX1 rs1050450 polymorphisms and cancer risk. Int J Clin Exp Pathol, 2020
(21,296 cancer cases, 30,346 controls) found the TT (Leu/Leu) genotype
associated with modestly increased overall cancer susceptibility (OR 1.15,
95% CI 1.00-1.31). Subgroup analyses revealed particularly strong associations
with bladder cancer (OR 3.56, 95% CI 1.42-8.94), head and neck cancer
(OR 2.19, 95% CI 1.39-3.46), and brain tumors (OR 1.19, 95% CI 1.03-1.37).
Cardiovascular disease. A
meta-analysis of 10 studies77 meta-analysis of 10 studies
Bao Y et al. Association of GPx-1 rs1050450 Pro198Leu and Pro197Leu polymorphisms with cardiovascular risk. J Geriatr Cardiol, 2014
(1,430 cases, 3,767 controls) found the variant associated with cardiovascular
disease risk under a co-dominant model (OR 1.36, 95% CI 1.08-1.70), with a
particularly strong effect in East Asian populations (OR 1.84, 95% CI 1.39-2.43).
A Japanese study of type 2 diabetic patients found the Leu allele associated with
increased carotid intima-media thickness88 increased carotid intima-media thickness
Hamanishi T et al. Functional variants in GPx-1 gene associated with increased intima-media thickness and macrovascular disease in Japanese type 2 diabetic patients. Diabetes, 2004,
a marker of subclinical atherosclerosis.
Diabetic neuropathy. The TT genotype was significantly associated with
diabetic peripheral neuropathy99 diabetic peripheral neuropathy
Tang TS et al. Pro198Leu polymorphism in GPX1 contributes to diabetic peripheral neuropathy in type 2 diabetes patients. NeuroMolecular Medicine, 2016
in type 2 diabetes patients (OR 1.89, 95% CI 1.30-2.74), likely through
increased oxidative damage to peripheral nerves.
Practical Implications
GPX1 Pro198Leu is unusually actionable because the enzyme's activity is
directly dependent on selenium availability. The
recommended dietary allowance (RDA)1010 recommended dietary allowance (RDA)
55 mcg/day for adults, set by the US Institute of Medicine based on the amount needed to maximize plasma GPx activity
for selenium is 55 mcg per day, but this was calibrated for an average
population. Individuals with the Leu allele likely need higher selenium
intake to achieve the same level of GPX1 activity. Good dietary sources
include Brazil nuts (one nut contains roughly 70-90 mcg selenium), seafood,
organ meats, and whole grains.
Selenium supplementation in the range of 100-200 mcg/day (total from diet plus supplements) appears safe and may partially compensate for the genetic reduction in enzyme activity. The tolerable upper limit is 400 mcg/day; exceeding this risks selenosis (hair loss, nail changes, neurological symptoms). Selenomethionine is the preferred supplemental form due to superior bioavailability.
Beyond selenium, maintaining adequate glutathione levels supports GPX1 function. N-acetylcysteine (NAC), a glutathione precursor, and dietary sources rich in cysteine (cruciferous vegetables, allium family) help sustain the glutathione pool that GPX1 requires as its co-substrate.
Interactions
GPX1 functions in a critical two-step antioxidant relay with
SOD21111 SOD2
Superoxide dismutase 2 (rs4880), the mitochondrial enzyme that converts superoxide radicals to hydrogen peroxide
(manganese superoxide dismutase, rs4880). SOD2 converts superoxide radicals
into hydrogen peroxide, which GPX1 then neutralizes to water. When GPX1
activity is reduced by the Pro198Leu variant, hydrogen peroxide generated
by SOD2 accumulates, increasing oxidative damage. This effect is compounded
when SOD2 itself carries the Val16Ala variant (rs4880 T allele), which
alters its mitochondrial import efficiency. Studies have shown that the
combination of variant alleles in both SOD2 and GPX1 is associated with
significantly higher oxidative stress markers and increased bladder cancer
risk compared to either variant alone. This SOD2-GPX1 interaction represents
a biologically plausible compound effect: SOD2 feeds H2O2 into GPX1, so
deficiency at either step -- or both -- disrupts the entire antioxidant
relay. A compound implication should be created for the combination of
GPX1 rs1050450 AA (or AG) with SOD2 rs4880 TT, recommending enhanced
antioxidant support including selenium, CoQ10, and mitochondria-targeted
antioxidants like MitoQ.
rs2943641
IRS1 Near-gene C>T
- Chromosome
- 2
- Risk allele
- C
Genotypes
Insulin Sensitive — Optimal insulin signaling — lower diabetes risk, vitamin D responsive
Flexible Metabolizer — Moderately reduced insulin signaling — flexible with macronutrient ratios
High Carb Responder — Reduced insulin signaling efficiency — optimizes on higher-carb, lower-fat diets
The Insulin Resistance Switch — How Efficiently Your Cells Respond to Insulin
Your IRS1 (Insulin Receptor Substrate 1) gene encodes the first protein activated when insulin binds to its receptor on cell surfaces. Think of it as the ignition switch for your entire insulin signaling system11 IRS1 is phosphorylated by the insulin receptor and then activates downstream pathways like PI3K/AKT that control glucose uptake, glycogen synthesis, and protein metabolism. This variant sits approximately 500 kb upstream of IRS1 and regulates how much IRS1 protein your muscle cells produce.
The Mechanism
The C allele at rs2943641 reduces IRS1 protein levels in skeletal muscle by approximately 30% and decreases insulin-stimulated phosphatidylinositol-3-OH kinase (PI3K) activity22 PI3K is the lipid kinase that IRS1 recruits after phosphorylation — it generates PIP3, which activates AKT to trigger GLUT4 translocation and glucose uptake. With less IRS1 protein available, insulin's signal gets dampened right at the source. Your pancreas compensates by secreting more insulin (hyperinsulinemia), but your muscles and liver remain relatively resistant to insulin's effects.
This creates a vicious cycle: higher insulin levels → more fat storage → more insulin resistance → even higher insulin. Breaking this cycle requires optimizing your diet to minimize insulin demand.
The Evidence
The original discovery GWAS33 original discovery GWAS
Rung et al. Genetic variant near IRS1 is associated
with type 2 diabetes, insulin resistance and hyperinsulinemia. Nat Genet, 2009
identified rs2943641 in 14,358 European participants with an odds ratio of 1.19
for type 2 diabetes per C allele (P = 9.3 × 10⁻¹²). Functional studies confirmed
the C allele's association with reduced IRS1 protein and impaired PI3K activity
in human muscle biopsies.
The POUNDS LOST trial44 POUNDS LOST trial
Qi et al. IRS1 gene variation modifies insulin resistance
response to weight-loss diets. Circulation, 2011
randomized 738 adults to four diets varying in macronutrient content for 2 years.
At 6 months, CC carriers on the highest-carbohydrate diet (65% carbs, 20% fat)
showed greater improvements in insulin resistance (HOMA-IR decreased by 0.27 vs
0.01 for CT/TT, P=0.009) and lost more weight (6.5 kg vs 4.5 kg, P=0.015). On
the lowest-carbohydrate diet (35% carbs, 40% fat), the pattern reversed — non-CC
carriers did better. This gene-diet interaction was significant (P<0.05) and
persisted at 2 years for HOMA-IR (P=0.023).
A four-population vitamin D study55 four-population vitamin D study
Powe et al. Circulating 25-hydroxyvitamin D,
IRS1 variant rs2943641, and insulin resistance. Clin Chem, 2014
in 3,065 women found a striking gene-nutrient interaction: higher vitamin D levels
(25(OH)D) reduced insulin resistance only in TT homozygotes, not in C carriers.
For every 10 ng/ml increase in vitamin D, TT carriers saw HOMA-IR drop by 8%
(pooled β = −0.008, P=0.004). This interaction was consistent across Boston Puerto
Rican, Framingham Offspring, CARDIA, and Nurse's Health Study II cohorts and was
female-specific.
Lipid effects66 Lipid effects
Bacci et al. The type 2 diabetes and insulin-resistance locus
near IRS1 is a determinant of HDL cholesterol and triglycerides. Atherosclerosis,
2011 examined 2,037 diabetic subjects
and found each C allele decreased HDL cholesterol by 1 mg/dl (P=0.0045) and
increased triglycerides by 6 mg/dl (P=0.018), independent of BMI.
Practical Implications
This variant creates a metabolic fork in the road. If you have the CC genotype, a higher-carbohydrate, lower-fat diet (Mediterranean or plant-based) improves insulin sensitivity more than a low-carb or ketogenic approach. The mechanism: lower dietary fat means less intramyocellular lipid accumulation, which would otherwise further impair the already-compromised insulin signaling.
For CT and TT genotypes, dietary flexibility is greater, though TT carriers uniquely benefit from optimizing vitamin D status.
Interactions
This variant interacts with dietary macronutrients in a sex-specific manner.
A two-population study77 A two-population study
Qi et al. Modulation by dietary fat and carbohydrate
of IRS1 association with type 2 diabetes traits. Diabetes Care, 2013
found the protective T allele reduced T2D risk only in women with low carbohydrate
intake and in men with low fat intake — suggesting men and women with this variant
may need different macronutrient strategies.
The rs2943641 variant is in strong linkage disequilibrium with rs7578326 (both track together) and is independent of the IRS1 coding variant rs1801278 (G972R), which is 567 kb away.
For cancer risk, the SOS cohort88 SOS cohort
Carlsson et al. The IRS1 rs2943641 variant
and risk of future cancer among morbidly obese individuals. JCEM, 2013
found T allele carriers had lower cancer incidence, but only among individuals
with BMI >40. This suggests the metabolic protection from lower insulin resistance
translates to reduced cancer risk in the most insulin-resistant populations.
rs76904798
LRRK2 5' Regulatory Variant
- Chromosome
- 12
- Risk allele
- T
Genotypes
Standard Risk — Standard LRRK2 expression and typical Parkinson's disease risk
Intermediate Risk — Moderately elevated LRRK2 expression in microglia and slightly increased Parkinson's risk
Elevated Risk — Significantly elevated LRRK2 expression in microglia and increased Parkinson's risk with faster progression
The Genetic Wildcard — A Common Variant That Turns Up Microglia Activity
While the LRRK2 G2019S mutation11 LRRK2 G2019S mutation
The most common genetic cause of Parkinson's disease, accounting for 1-7% of cases in European populations and up to 40% in North African populations dominates headlines as the most common inherited cause of Parkinson's disease, rs76904798 represents something quite different — a common noncoding variant that subtly increases disease risk across entire populations. Located just upstream of the protein-coding region of the LRRK2 gene on chromosome 12, this variant doesn't change the LRRK2 protein itself. Instead, it acts as a regulatory dimmer switch22 regulatory dimmer switch
Variants in regulatory regions control how much of a gene is expressed without changing the protein sequence that turns up LRRK2 expression, but only in one specific cell type — microglia, the brain's resident immune cells.
The Mechanism — Chromatin Accessibility and Cell-Type-Specific Expression
The rs76904798 variant sits in a regulatory DNA element33 regulatory DNA element
Non-coding regions that control gene expression through transcription factor binding and chromatin structure at position 40,220,632 on chromosome 12 (GRCh38). The reference genome carries a C at this position, while the T allele confers increased Parkinson's risk. Research published in Science Translational Medicine44 Research published in Science Translational Medicine
Rigorous study using human brain tissue, stem cell models, and CRISPRi screens to pinpoint the mechanism revealed that this variant operates through a remarkably cell-type-specific mechanism.
In microglia carrying the TT genotype, the chromatin region containing the LRRK2 gene is more open and accessible to DNA-reading molecular machinery. This increased accessibility leads to higher LRRK2 gene expression, elevated LRRK2 kinase activity, and enhanced inflammatory responses. Crucially, other brain cell types that express LRRK2 — neurons, astrocytes, oligodendrocytes — show no changes in expression based on rs76904798 genotype. The variant's effect is propagated exclusively through microglia.
The mechanism involves microglial-specific regulatory chromatin regions55 microglial-specific regulatory chromatin regions
Open chromatin regions that are unique to microglia and control genotype-dependent LRRK2 expression that control LRRK2 transcription. A CRISPRi screen66 CRISPRi screen
A gene-silencing technique that systematically tests which DNA regions control gene expression identified another variant, rs6581593, in complete linkage disequilibrium with rs76904798, as the likely functional element driving LRRK2 expression in microglia-like cells.
The Evidence — GWAS, Meta-Analyses, and Disease Progression
Genome-wide association studies have consistently identified rs76904798 as one of the strongest noncoding risk variants for Parkinson's disease. A meta-analysis of 17,838 patients and 187,043 controls77 meta-analysis of 17,838 patients and 187,043 controls
Large-scale study across 15 datasets with European ancestry participants found an odds ratio of 1.12 (95% CI: 1.08-1.16, P=4.01×10⁻⁹) for the T allele. This association is independent from LRRK2 coding variants88 independent from LRRK2 coding variants
The noncoding GWAS signal remains significant even after accounting for G2019S and other missense mutations like G2019S, indicating that rs76904798 represents a distinct genetic risk mechanism.
The effect isn't limited to disease risk. Individuals carrying one or more copies of the T allele show faster development of motor symptoms99 faster development of motor symptoms
Disease progression studies linking rs76904798-T to accelerated Hoehn and Yahr stage advancement, with a higher hazard ratio for progression to stage three of the Hoehn and Yahr scale. This suggests the variant influences not just susceptibility but also disease trajectory.
The rs76904798-T allele has been associated with increased LRRK2 expression1010 rs76904798-T allele has been associated with increased LRRK2 expression
Expression quantitative trait locus (eQTL) studies in monocytes and microglia in monocytes, monocyte-derived microglia-like cells, and human brain microglia from post-mortem tissue. Stem cell-derived microglia carrying the TT genotype show elevated LRRK2 kinase activity and heightened inflammatory responses to stimulation.
The LRRK2-Microglia-Alpha-Synuclein Axis
LRRK2 is a large multidomain protein1111 large multidomain protein
2,527 amino acids with GTPase and kinase domains involved in vesicular trafficking and lysosomal function that regulates lysosomal homeostasis, autophagy, and immune responses. In microglia, LRRK2 phosphorylates RAB proteins1212 phosphorylates RAB proteins
Small GTPases that control vesicle trafficking and lysosomal content release like RAB8A and RAB10, modulating lysosomal degradation capacity and inflammatory signaling.
When alpha-synuclein aggregates accumulate1313 alpha-synuclein aggregates accumulate
Misfolded protein deposits that are the pathological hallmark of Parkinson's disease, microglia become activated through toll-like receptor (TLR) signaling1414 toll-like receptor (TLR) signaling
Pattern recognition receptors that detect protein aggregates and trigger inflammatory responses and NLRP3 inflammasome formation. Elevated LRRK2 activity in rs76904798-T carriers amplifies this inflammatory cascade, releasing pro-inflammatory cytokines like IL-1β and IL-18 that contribute to dopaminergic neuron vulnerability.
Practical Actions — Exercise, Antioxidants, and Anti-Inflammatory Strategies
While rs76904798 cannot be changed, its consequences can be modified. The microglial inflammation and LRRK2-mediated lysosomal dysfunction that drive Parkinson's pathogenesis respond to lifestyle and nutritional interventions.
High-intensity aerobic exercise1515 High-intensity aerobic exercise
Studies showing exercise increases BDNF, reduces neuroinflammation, and slows PD progression represents the single most powerful neuroprotective intervention. Exercise upregulates brain-derived neurotrophic factor (BDNF)1616 brain-derived neurotrophic factor (BDNF)
A neuroplasticity protein that supports dopaminergic neuron survival, attenuates microglial neuroinflammation, and restores mitochondrial function. Meta-analyses demonstrate that moderate to vigorous physical activity1717 moderate to vigorous physical activity
150+ minutes per week of activities that elevate heart rate significantly slows motor symptom progression and improves cognitive outcomes in Parkinson's patients.
Coenzyme Q10 (CoQ10)1818 Coenzyme Q10 (CoQ10)
Fat-soluble antioxidant essential for mitochondrial electron transport chain function supports mitochondrial health, which is compromised in Parkinson's disease. Curcumin1919 Curcumin
Polyphenol from turmeric with potent anti-inflammatory and antioxidant properties reduces microglial activation and neuroinflammation in animal models through antioxidant enzyme upregulation and pro-inflammatory cytokine suppression. Omega-3 fatty acids (EPA and DHA)2020 Omega-3 fatty acids (EPA and DHA)
Essential fats that reduce microglial activation and support neurotrophin production modulate inflammatory signaling and neuroplasticity pathways.
Intriguingly, vitamin B12 in its adenosylcobalamin form2121 vitamin B12 in its adenosylcobalamin form
A coenzyme form of B12 that acts as an allosteric LRRK2 modulator directly inhibits LRRK2 kinase activity by disturbing protein conformation and dimerization. In brain slice experiments, adenosylcobalamin caused dose-dependent inhibition of LRRK2 autophosphorylation, suggesting a potential therapeutic mechanism.
Interactions — LRRK2, GBA, SNCA, and Lysosomal Convergence
Parkinson's disease genetics increasingly points to the autophagy-lysosomal pathway2222 autophagy-lysosomal pathway
Cellular degradation system that clears misfolded proteins and damaged organelles as a central convergence point. LRRK2 interacts both genetically and biochemically with other Parkinson's risk genes.
GBA1 variants2323 GBA1 variants
Mutations in the gene encoding glucocerebrosidase, the most common genetic risk factor for PD, which cause Gaucher disease in their severe forms, are the most prevalent Parkinson's risk factors after LRRK2. GBA1 encodes glucocerebrosidase, a lysosomal enzyme. When both LRRK2 and GBA1 are impaired, clinical evidence shows that individuals carrying both G2019S LRRK2 and a GBA1 variant2424 individuals carrying both G2019S LRRK2 and a GBA1 variant
Compound carriers with milder phenotypes than GBA1 alone exhibit phenotypes resembling G2019S-LRRK2 PD — slower cognitive decline, milder motor symptoms, and less severe olfactory dysfunction compared to GBA1 carriers alone.
SNCA rs3562192525 SNCA rs356219
Common variant in the alpha-synuclein gene associated with increased gene expression and earlier age at onset, a common variant in the alpha-synuclein gene, interacts epistatically with LRRK2 variants. The rs356219-G allele is associated with earlier age at onset and higher plasma alpha-synuclein levels. Mutant LRRK2 impairs chaperone-mediated autophagy2626 impairs chaperone-mediated autophagy
A selective degradation pathway for specific cytosolic proteins including alpha-synuclein, resulting in alpha-synuclein binding and oligomerization on lysosomal membranes. When LRRK2 activity is elevated (as in rs76904798-T carriers) and alpha-synuclein expression is increased (as in SNCA risk carriers), the combined burden on the lysosomal system accelerates pathology.
This convergence suggests that interventions targeting lysosomal function — through exercise2727 exercise
Upregulates autophagy and lysosomal biogenesis, caloric restriction2828 caloric restriction
Activates TFEB and lysosomal gene expression, or LRRK2 kinase inhibitors2929 LRRK2 kinase inhibitors
Small molecules like DNL201 and BIIB122 in clinical trials — may provide broad neuroprotection regardless of which specific variants an individual carries.
rs1006737
CACNA1C
- Chromosome
- 12
- Risk allele
- A
Genotypes
Typical calcium channel regulation and baseline psychiatric risk
One copy of the mood-risk variant with moderately increased psychiatric vulnerability
Two copies of the mood-risk variant with elevated psychiatric disorder susceptibility
The Brain's Voltage-Gated Mood Regulator
Your CACNA1C gene encodes the alpha-1C subunit11 alpha-1C subunit
the pore-forming component through which calcium ions flow of L-type voltage-gated calcium channels (Cav1.2) in the brain. These channels act as gatekeepers for calcium influx into neurons during electrical signaling. Calcium isn't just about bones — in the brain, it's a critical second messenger that shapes synaptic plasticity22 synaptic plasticity
the ability of neural connections to strengthen or weaken over time, memory formation, and emotional regulation.
The rs1006737 variant sits in intron 3 of CACNA1C and has emerged as one of the most robustly replicated genetic risk factors for psychiatric disorders across multiple genome-wide association studies33 genome-wide association studies
GWAS scan millions of genetic variants to find associations with disease. This isn't a rare pathogenic mutation — it's a common variant that subtly tunes calcium channel expression and function, with downstream effects on mood stability, stress resilience, and cognitive processing.
The Mechanism
The rs1006737 SNP is located in a regulatory region that affects CACNA1C gene expression levels rather than altering the protein structure itself. Functional studies44 Functional studies
experiments testing how genetic variants change cellular behavior have identified nearby SNPs in high linkage disequilibrium with rs1006737 that show allele-dependent regulatory activity, with the A risk allele associated with altered calcium channel expression patterns.
The mechanism appears to involve changes in intracellular calcium signaling that affect multiple neurobiological processes. In lymphoblastoid cells55 lymphoblastoid cells
immune cells grown in culture that preserve genetic properties from individuals with bipolar disorder, A-allele carriers showed higher resting intracellular calcium levels. This calcium dysregulation ripples through neural circuits involved in emotion and cognition.
Brain imaging studies consistently show that A-allele carriers exhibit altered brain structure and function66 altered brain structure and function
differences visible on MRI and fMRI scans. Specifically, the risk allele is associated with increased volume in emotion-processing regions (amygdala, anterior cingulate cortex), altered prefrontal-hippocampal connectivity77 prefrontal-hippocampal connectivity
communication strength between brain regions critical for memory and executive function, and heightened amygdala reactivity during emotional tasks. Over time, A-allele carriers with bipolar disorder show accelerated age-related thinning of the prefrontal cortex.
The Evidence
The discovery of CACNA1C as a psychiatric risk gene came from large-scale GWAS88 large-scale GWAS
genome-wide association study — screening the entire genome for disease associations published by Green and colleagues in 2009. The initial finding in 4,387 bipolar disorder cases reached borderline genome-wide significance (P=7×10⁻⁸). The critical validation came when the same variant showed cross-disorder effects: the A-allele conferred increased risk for schizophrenia (P=0.034) and recurrent major depression (P=0.013) in independent samples.
Meta-analyses99 Meta-analyses
statistical combination of results from multiple studies to increase power across European and Asian populations consistently confirm the association. A 2024 meta-analysis pooling 12,744 cases and 16,460 controls found significant associations under multiple genetic models, with an overall odds ratio of approximately 1.20 for bipolar disorder per A-allele. The effect size is modest but highly consistent across studies.
The cross-disorder nature of this variant is particularly striking. Analysis by the Psychiatric Genomics Consortium1010 Analysis by the Psychiatric Genomics Consortium
international collaboration analyzing genetic data from >100,000 individuals showed that CACNA1C SNPs confer shared risk across attention deficit hyperactivity disorder (ADHD), autism spectrum disorder, bipolar disorder, schizophrenia, and major depressive disorder. This suggests the variant affects transdiagnostic symptom clusters — particularly emotional dysregulation and cognitive deficits — rather than neatly defined diagnostic categories.
Cognitive studies in healthy A-allele carriers reveal subtle but measurable differences1111 subtle but measurable differences
effects detectable even without psychiatric illness in brain function. Risk allele carriers show blunted reward responsiveness, reduced logical memory performance, and altered activation patterns during working memory tasks. These represent vulnerability markers — intermediate phenotypes1212 intermediate phenotypes
heritable traits that sit between genes and clinical diagnosis that may predispose to mood episodes under stress.
Practical Actions
Unlike monogenic disorders, the CACNA1C risk allele doesn't mandate specific medical interventions in healthy individuals. The 1.2-fold increased risk is a nudge, not a verdict. However, understanding your calcium channel genetics can inform lifestyle strategies for mood stability and stress resilience.
Calcium and magnesium balance matters more when your calcium channels are genetically primed for dysregulation. L-type calcium channel function1313 L-type calcium channel function
electrical signaling through these channels depends on the electrochemical gradient is sensitive to extracellular calcium and magnesium concentrations. Magnesium acts as a natural calcium channel blocker at physiological concentrations, modulating the very channels encoded by CACNA1C.
Omega-3 fatty acids (EPA and DHA) improve mitochondrial membrane fluidity and have been shown to modulate calcium signaling1414 modulate calcium signaling
change how calcium flows through cellular systems in neural tissue. While not CACNA1C-specific, omega-3s are among the few dietary interventions with evidence for mood stabilization in psychiatric disorders.
Stress management takes on heightened importance. Gene-environment interaction studies1515 Gene-environment interaction studies
research examining how genes and environmental exposures combine to affect disease risk show that CACNA1C risk alleles interact with adverse life events to amplify depression risk. A-allele carriers exposed to threatening life events showed significantly higher rates of major depressive disorder than those with the same genotype but lower stress exposure. This suggests that reducing chronic stress exposure — through meditation, therapy, social support, or lifestyle modification — may have outsized benefits for risk allele carriers.
Exercise and meditation both promote neuroplasticity1616 neuroplasticity
the brain's capacity to reorganize neural pathways and improve stress resilience through multiple mechanisms, including enhancement of brain-derived neurotrophic factor (BDNF) and modulation of prefrontal-limbic connectivity — the same circuits affected by CACNA1C variants.
Notably, lithium and certain L-type calcium channel blockers1717 L-type calcium channel blockers
medications that reduce calcium influx through voltage-gated channels like nimodipine and isradipine show mood-stabilizing effects in bipolar disorder. While evidence linking CACNA1C genotype to lithium response is mixed and population-dependent, the mechanistic overlap is biologically plausible. If you're considering mood stabilizer treatment, sharing your CACNA1C status with your clinician may inform medication selection, though this is not yet standard clinical practice.
Interactions
The rs1006737 variant sits in a haplotype block1818 haplotype block
region of the genome where multiple variants are inherited together with at least 16 other CACNA1C SNPs in high linkage disequilibrium. Among these, rs4765905 shows the strongest evidence for direct regulatory function, consistently reducing gene expression in the risk haplotype. When evaluating CACNA1C-related risk, the rs1006737 genotype captures effects from this broader haplotype structure.
Cross-gene interactions are emerging. CACNA1C rs1006737 acts independently of the Bcl-2 rs956572 variant1919 Bcl-2 rs956572 variant
another genetic factor affecting intracellular calcium regulation, suggesting multiple genetic pathways converge on calcium homeostasis to influence psychiatric risk. Interactions with early life stress and trauma are well-documented, with risk alleles amplifying the psychiatric consequences of adverse childhood experiences.
The CACNA1C locus has also been implicated in Timothy syndrome2020 Timothy syndrome
rare disorder caused by gain-of-function mutations in CACNA1C leading to severe cardiac arrhythmias and autism when mutated in coding regions, though rs1006737 is a common regulatory variant with far milder effects. This reminds us that the same gene can harbor both rare high-impact mutations and common low-impact variants affecting related phenotypes.
rs1695
GSTP1 Ile105Val
- Chromosome
- 11
- Risk allele
- G
Genotypes
Full Detox Activity — Normal GSTP1 enzyme function with standard detoxification capacity
Reduced Detox Activity — One copy of Val105 variant -- moderately reduced general detoxification capacity with altered substrate specificity
Significantly Reduced Detox Activity — Two copies of Val105 variant -- substantially reduced general detoxification capacity
GSTP1 Ile105Val — Your Body's Chemical Defense Shield
Glutathione S-transferase Pi 1 (GSTP1) is one of the most important
Phase II detoxification enzymes11 Phase II detoxification enzymes
Phase II enzymes conjugate activated toxins with water-soluble molecules (like glutathione) so they can be excreted in urine or bile. Phase I enzymes activate toxins; Phase II neutralizes them.
in the human body. It catalyzes the conjugation of
glutathione22 glutathione
A tripeptide (glutamate-cysteine-glycine) that is the body's master antioxidant and primary substrate for Phase II detoxification reactions
to a broad range of electrophilic compounds -- carcinogens, chemotherapy drugs,
products of oxidative stress, and environmental pollutants including heavy metals.
GSTP1 provides the majority of GST activity in the lung and is widely expressed
in the liver, kidneys, and gastrointestinal tract.
The rs1695 variant causes an isoleucine-to-valine substitution at position 105
(Ile105Val), right in the
hydrophobic substrate-binding pocket (H-site)33 hydrophobic substrate-binding pocket (H-site)
The H-site is the region of the enzyme that physically contacts the electrophilic substrate. Position 105 sits on a helix alongside Tyr109, and together they define the shape and chemistry of the binding cleft.
of the enzyme. This single amino acid change reshapes the active site geometry,
fundamentally altering which substrates the enzyme handles efficiently -- and
which it does not.
The Mechanism
The Val105 substitution has a paradoxical effect on enzyme function that depends
on the substrate. For the general-purpose model substrate
CDNB44 CDNB
1-chloro-2,4-dinitrobenzene, a standard laboratory substrate used to measure GST activity broadly,
the Val105 enzyme is approximately
three-fold less active55 three-fold less active
The essential role of GSTP1 I105V polymorphism in the prediction of CDNB metabolism and toxicity: In silico and in vitro insights. Toxicol In Vitro, 2023
than the Ile105 form. However, for the
diol epoxides of polycyclic aromatic hydrocarbons (PAHs)66 diol epoxides of polycyclic aromatic hydrocarbons (PAHs)
Reactive metabolites of combustion products found in cigarette smoke, grilled meat, and vehicle exhaust; benzo[a]pyrene diol epoxide (BPDE) is the most studied,
the Val105 enzyme shows
seven-fold higher catalytic efficiency77 seven-fold higher catalytic efficiency
Watson MA et al. Human glutathione S-transferase P1 polymorphisms: relationship to lung tissue enzyme activity and population frequency distribution. Carcinogenesis, 1998
compared to the Ile105 form. This substrate-dependent shift means carriers of the
Val105 allele process PAH carcinogens more efficiently but have reduced capacity
for many other electrophilic toxins and oxidative stress products.
The variant also affects the enzyme's thermal stability -- the Val105 protein is less stable than the Ile105 form, which may reduce the total pool of functional GSTP1 protein available for detoxification under physiological conditions.
Critically, GSTP1 also metabolizes
sulforaphane88 sulforaphane
The principal bioactive isothiocyanate from cruciferous vegetables (broccoli, kale, Brussels sprouts). Sulforaphane activates the Nrf2 pathway, which upregulates dozens of detoxification and antioxidant enzymes.,
the key compound from cruciferous vegetables that activates the
Nrf2/ARE pathway99 Nrf2/ARE pathway
Nuclear factor erythroid 2-related factor 2 / Antioxidant Response Element -- the master regulator of cellular antioxidant defense. When activated, Nrf2 drives expression of over 200 cytoprotective genes..
The Val105 variant has reduced specific activity toward sulforaphane, which
paradoxically may allow more sulforaphane to reach its target (Nrf2) rather
than being conjugated and eliminated. This creates a complex interplay between
genotype and dietary intervention.
The Evidence
Cancer risk. The most robust evidence comes from a
Shanghai Breast Cancer Study1010 Shanghai Breast Cancer Study
Parl FF et al. Cruciferous vegetables, the GSTP1 Ile105Val genetic polymorphism, and breast cancer risk. Am J Clin Nutr, 2008
of 3,035 cases and 3,037 controls, which found that the Val/Val genotype was
associated with a 1.50-fold increased breast cancer risk (OR 1.50, 95% CI
1.12-1.99), with the effect strongest in premenopausal women (OR 2.08). A
meta-analysis of 51 studies1111 meta-analysis of 51 studies
Wei B et al. Association between GSTP1 Ile105Val polymorphism and urinary system cancer risk. Onco Targets Ther, 2016
covering 11,762 cases and 15,150 controls found that Val allele carriers had
increased prostate cancer risk (OR 1.80, 95% CI 1.19-2.73) and elevated
bladder cancer risk across multiple genetic models (GG vs AA: OR 1.49,
95% CI 1.12-1.97).
Chemotherapy toxicity. GSTP1 directly metabolizes platinum-based
chemotherapy drugs. A
meta-analysis by Lv et al.1212 meta-analysis by Lv et al.
Lv F et al. Relationship between GSTP1 rs1695 gene polymorphism and myelosuppression induced by platinum-based drugs. J Int Med Res, 2018
found that G allele carriers had 1.7-fold higher hematological adverse events
and 2.6-fold higher neutropenia risk during platinum chemotherapy compared to
the AA genotype. The variant also predicts
cyclophosphamide-induced toxicity1313 cyclophosphamide-induced toxicity
Mokhtar GM et al. Evaluating the role of GSTP1 genetic polymorphism (rs1695, 313A>G) as a predictor in cyclophosphamide-induced toxicities. Genes Environ, 2021
including myelosuppression and gastrointestinal side effects.
Heavy metal detoxification. GSTP1 plays a direct role in conjugating
heavy metals with glutathione for elimination. A
study by Santos et al.1414 study by Santos et al.
Santos A et al. The GSTP1 rs1695 polymorphism is associated with mercury levels and neurodevelopmental delay in indigenous Munduruku children. Toxics, 2024
found that the rs1695 polymorphism was associated with mercury levels and
neurodevelopmental outcomes, while in vitro studies show that
heavy metals can directly inhibit GST variants differently1515 heavy metals can directly inhibit GST variants differently
Paiva L et al. Variants of glutathione S-transferase pi 1 exhibit differential enzymatic activity and inhibition by heavy metals. Toxicol In Vitro, 2012,
with the Val105 form showing altered sensitivity to mercury and cadmium
inhibition.
Oxidative stress and airway inflammation. The Val105 variant modulates
allergen-provoked airway inflammation in asthmatics. A
controlled allergen challenge study1616 controlled allergen challenge study
Fryer AA et al. Glutathione S-transferase P1 Ile105Val polymorphism modulates allergen-induced airway inflammation in human atopic asthmatics in vivo. Clin Exp Allergy, 2013
found that Val105/Val105 asthmatics had greater generation of acute-phase
cytokines and inflammatory mediators after allergen challenge compared to
other genotypes, indicating reduced capacity to buffer oxidative stress in
the airways.
Practical Implications
The most actionable finding for everyday health is the interaction between GSTP1 genotype and cruciferous vegetable intake. The Shanghai study showed that women with Val/Val genotype and low cruciferous vegetable intake had 1.74-fold increased breast cancer risk, but high cruciferous intake substantially ameliorated this risk. Since the Val105 enzyme is less efficient at conjugating sulforaphane, more of this beneficial compound may actually reach its Nrf2 target -- but only if you eat enough cruciferous vegetables to begin with.
For individuals carrying one or two G alleles, supporting the body's glutathione system becomes particularly important. This means ensuring adequate intake of glutathione precursors (N-acetylcysteine, glycine, glutamine), selenium (a cofactor for glutathione peroxidase), and antioxidant-rich foods. Minimizing unnecessary exposures to environmental toxins -- especially tobacco smoke, which contains PAHs -- is also relevant, though the Val105 form is actually more efficient at clearing PAH metabolites specifically.
For anyone undergoing platinum-based chemotherapy or cyclophosphamide treatment, this variant should be discussed with the oncology team, as it may affect drug metabolism and toxicity risk.
Interactions
The most direct interaction is with rs1138272 (GSTP1 Ala114Val), another variant in the same enzyme. Together, these two SNPs define the GSTP1 haplotypes: GSTP1*A (Ile105/Ala114, wild-type), GSTP1*B (Val105/Ala114), and GSTP1*C (Val105/Val114). The GSTP1*C haplotype, carrying both variant alleles, has been associated with a 5.46-fold increased prostate cancer risk compared to GSTP1*A. The two variants are separated by approximately 1 kb with moderate linkage disequilibrium (D' approximately 0.48), so they segregate partially independently.
GSTP1 also interacts with the other major glutathione S-transferase genes -- GSTM1 and GSTT1 -- which can be completely deleted (null genotypes). The combination of GSTM1 null, GSTT1 null, and GSTP1 Val105 creates a severely compromised glutathione conjugation capacity. Studies have found up to 6-8-fold increased risk for bladder cancer and other malignancies when all three GST pathways are impaired simultaneously.
rs28929474
SERPINA1 Z allele (E342K)
- Chromosome
- 14
- Risk allele
- A
Genotypes
Normal (Pi*M) — Normal alpha-1 antitrypsin production and function
ZZ Deficiency (Pi*ZZ) — Severe AAT deficiency (10-20% of normal levels)
Carrier (Pi*MZ) — Moderate AAT reduction (~60% of normal levels)
The Z Allele — Alpha-1 Antitrypsin's Most Common Deficiency Variant
Alpha-1 antitrypsin (AAT) is the body's primary defense against neutrophil
elastase, a powerful enzyme11 powerful enzyme
Neutrophil elastase is released by white blood
cells during inflammation and can break down elastin, the protein that gives
lung tissue its elasticity
that can destroy lung tissue if left unchecked. The Z allele (Glu342Lys) is
the most common genetic variant causing severe AAT deficiency, affecting
approximately 1 in 2,000 to 3,500 births22 1 in 2,000 to 3,500 births
The ZZ genotype occurs in about
1:2,000-3,500 newborns in populations of European descent, though most remain
undiagnosed. This single
amino acid change — glutamic acid to lysine at position 342 — causes the
protein to misfold and polymerize inside liver cells, leading to both lung
disease (from lack of AAT in circulation) and liver disease (from toxic
accumulation in the liver).
The Mechanism
The Z variant creates a structural instability33 structural instability
The substitution of acidic
glutamic acid with basic lysine at position 342 disrupts protein folding,
causing AAT molecules to link together (polymerize) in the endoplasmic
reticulum of liver cells
that prevents normal secretion from liver cells. Instead of being released
into the bloodstream, approximately 85% of Z variant AAT gets retained in
hepatocytes as large protein polymers. ZZ homozygotes have serum AAT levels
at only 10-20% of normal44 10-20% of normal
Normal AAT levels are approximately 20-53 µM
(150-350 mg/dL); ZZ individuals typically have <11 µM,
while MZ heterozygotes have approximately 60% of normal levels. This dual
pathology — loss of function in the lungs and toxic gain of function in the
liver — makes the Z allele unique among common genetic disorders.
The molecular consequence is a loss of protease-antiprotease balance in the
lungs. Neutrophil elastase, normally kept in check by AAT, breaks down elastin
and collagen in alveolar walls55 alveolar walls
The tiny air sacs in the lungs where oxygen
and carbon dioxide exchange occurs.
Without sufficient AAT protection, this leads to panlobular emphysema —
progressive destruction of lung tissue starting in the bases and spreading
throughout the lungs.
The Evidence
The clinical significance of the Z allele is well established through decades
of research. ZZ homozygotes face 80-100% risk of developing emphysema66 ZZ homozygotes face 80-100% risk of developing emphysema
Based
on ClinGen classification and long-term follow-up studies of diagnosed
individuals and 10-15%
risk of liver cirrhosis by adulthood. The risk is dramatically modified by
environmental factors, particularly smoking77 smoking
Smoking increases COPD risk in
ZZ individuals and accelerates disease onset by 10-15 years compared to
non-smokers.
MZ heterozygotes (carriers) were long considered "safe," but recent large
population studies have overturned this assumption. A meta-analysis of six
studies88 meta-analysis of six
studies
Dahl et al., European Respiratory Journal, 2005
found MZ smokers have 3.26-fold increased odds of COPD compared to MM
individuals (95% CI: 1.24-8.57). Non-smoking MZ carriers do not appear to have
increased lung disease risk, demonstrating a clear gene-environment
interaction99 gene-environment
interaction
The triple combination of MZ genotype, smoking, and occupational
dust/fume exposure compounds risk beyond any single factor.
For liver disease, a large cohort study1010 large cohort study
Published in Hepatology, 2018
found MZ heterozygotes have 1.53 odds ratio for cirrhosis compared to MM
individuals, with risk amplified by higher BMI. Among ZZ children, 18%
develop clinically recognized liver abnormalities and 2.4% develop cirrhosis
in childhood1111 2.4% develop cirrhosis
in childhood
Swedish newborn screening study following 200,000 children,
though most ZZ children remain clinically well.
Practical Implications
The Z allele is one of the most actionable genetic findings in genomics.
Smoking avoidance is critical — the difference between a normal lifespan and
severe disability by age 40. Augmentation therapy1212 Augmentation therapy
Intravenous infusions of
pooled human AAT, administered weekly at 60 mg/kg, raise serum levels into
the protective range is
available for ZZ individuals with established lung disease, and has been shown
to slow emphysema progression in randomized controlled trials1313 randomized controlled trials
The RAPID
trial demonstrated significant reduction in lung density loss: 1.5 g/L/year
with treatment vs 2.6 g/L/year with placebo (p=0.07).
The therapy is not curative but can meaningfully slow disease progression when
started early.
For MZ carriers, counseling about smoking and occupational exposures is
essential. Vapors, gases, dusts, and fumes1414 Vapors, gases, dusts, and fumes
Agricultural chemicals, welding
fumes, silica dust, and other occupational exposures interact with MZ genotype
to increase COPD risk
common in agriculture, welding, and industrial settings pose added risk. Air
pollution and long-term ozone exposure are also independent risk factors for
lung impairment in both ZZ and MZ individuals.
Liver monitoring is warranted for all ZZ individuals and should be considered for MZ carriers with other liver disease risk factors. The variable clinical presentation means some ZZ individuals develop life-threatening liver disease in childhood while others remain asymptomatic into adulthood. Genetic counseling and family testing is recommended — first-degree relatives of diagnosed individuals should be offered testing to enable preventive measures.
Interactions
The Z allele interacts significantly with the S allele (rs17580)1515 S allele (rs17580)
The S
allele (Glu264Val) causes milder AAT deficiency, with serum levels at 60% of
normal. SZ compound
heterozygotes have AAT levels intermediate between MZ and ZZ, with 20-50% risk
of emphysema depending on smoking exposure. The combination warrants similar
preventive counseling as for MZ carriers, particularly regarding smoking
avoidance.
Beyond SERPINA1, other genes modify lung disease risk in AAT deficiency.
Cryptic SERPINA1 haplotypes1616 Cryptic SERPINA1 haplotypes
Six haplotypes with a common backbone of five
SNPs were found to increase COPD risk 6-50 fold,
the highest risk reported for COPD genetics. Variants in SERPINE2 (encoding
another protease inhibitor) are associated with emphysema severity in
autopsy studies.
The relationship between AAT deficiency and liver disease in other chronic
conditions is complex. Z allele carriage increases liver disease risk in
cystic fibrosis1717 Z allele carriage increases liver disease risk in
cystic fibrosis
4.17-fold increased odds of CF-related liver disease
and chronic hepatitis C, suggesting that AAT deficiency exacerbates liver
injury from other causes. However, hepatocellular carcinoma risk in ZZ
cirrhosis is lower (0.88%/year) than in cirrhosis from viral hepatitis or
NASH, challenging earlier assumptions about cancer risk.
A compound implication for MZ + active smoking + occupational dust/fume exposure would be warranted given the documented three-way interaction, with recommendations for aggressive exposure reduction and earlier pulmonary function monitoring.
rs1138272
GSTP1 Ala114Val
- Chromosome
- 11
- Risk allele
- T
Genotypes
Full GSTP1 Activity — Normal GSTP1 Ala114 -- full enzyme activity at this position
Mildly Reduced GSTP1 — One copy of Val114 -- modestly reduced GSTP1 enzyme activity
Reduced GSTP1 — Two copies of Val114 -- reduced GSTP1 enzyme activity and increased cancer susceptibility
GSTP1 Ala114Val -- The Second Hit in Glutathione Detoxification
Glutathione S-transferase Pi 1 (GSTP1) is one of the most abundant
Phase II detoxification enzymes11 Phase II detoxification enzymes
Phase II enzymes conjugate activated toxins with molecules like glutathione, making them water-soluble for excretion via urine or bile
in the human body, expressed at particularly high levels in the lungs, skin,
oesophagus, and placenta. The enzyme catalyzes the conjugation of
reduced glutathione (GSH)22 reduced glutathione (GSH)
A tripeptide (glutamate-cysteine-glycine) that serves as the body's master antioxidant and detoxification cofactor
to a wide range of electrophilic compounds -- from environmental pollutants
like polycyclic aromatic hydrocarbons and heavy metals to chemotherapy
drugs like cisplatin and carboplatin.
The rs1138272 variant causes an alanine-to-valine substitution at position
114 (Ala114Val, also designated c.341C>T) in exon 6 of the GSTP1 gene on
chromosome 11q13.2. This is the second of two well-characterized functional
polymorphisms in GSTP1, the first being
Ile105Val (rs1695)33 Ile105Val (rs1695)
The more common GSTP1 variant, which has a stronger individual effect on enzyme activity and substrate specificity.
Together, these two SNPs define the classical GSTP1 haplotype system:
*A (Ile105/Ala114, wild-type), *B (Val105/Ala114), *C (Val105/Val114,
lowest activity), and *D (Ile105/Val114).
The Mechanism
The Ala114Val substitution sits near the
H-site44 H-site
The hydrophobic substrate-binding pocket of GST enzymes, which determines what electrophilic compounds the enzyme can process
of the GSTP1 enzyme. A comprehensive
functional genomics study55 functional genomics study
Moyer AM et al. Glutathione S-transferase P1: gene sequence variation and functional genomic studies. Cancer Res, 2008
expressed all known GSTP1 variant allozymes in COS-1 cells and measured
their catalytic activity. The Val114 variant retained approximately 80% of
wild-type enzyme activity (79.9 +/- 5.1%, p<0.05). By comparison, the
Val105 variant dropped to just 21.8% of wild-type activity. The double
variant (Val105/Val114, the *C haplotype) showed 74.1% activity --
suggesting that in the context of an already impaired Val105 enzyme,
the Val114 change partially compensates through altered protein folding.
The protein-level explanation involves both reduced
immunoreactive protein66 immunoreactive protein
The amount of GSTP1 protein detectable by antibodies, which reflects both synthesis rate and protein stability
and altered substrate kinetics. The wild-type enzyme (Ile105/Ala114) has
a Km of 0.33 mM for the standard substrate
CDNB77 CDNB
1-chloro-2,4-dinitrobenzene, the standard laboratory substrate used to measure GST enzyme activity,
indicating high affinity. Variants at position 105 raise the Km to 1.15 mM,
reflecting reduced substrate binding. Position 114 modulates thermal
stability and the geometry of the substrate-binding pocket without
dramatically altering Km on its own, but it contributes meaningfully
when both variants are present.
The Evidence
Cancer susceptibility. A
meta-analysis of 43 case-control studies88 meta-analysis of 43 case-control studies
Kuang M et al. Comprehensive analysis of the association between the rs1138272 polymorphism of the GSTP1 gene and cancer susceptibility. Front Physiol, 2019
totalling 15,688 cancer cases and 17,143 controls found that the TT
genotype increases overall cancer risk (OR 1.45, P = 0.002) under a
recessive model. The effect was strongest in Asian populations (TT vs CC:
OR 6.51) and African populations (T allele: OR 3.66), where the variant
is rare and carriers may face higher relative risk. Among Caucasians, the
association was significant for specific cancer sites: head and neck cancer
(TT: OR 3.11) and lung cancer (dominant model: OR 1.22).
A
South African study of oesophageal cancer99 South African study of oesophageal cancer
Li D et al. The 341C/T polymorphism in the GSTP1 gene is associated with increased risk of oesophageal cancer. BMC Genetics, 2010
found the CT genotype carried an OR of 4.98 and the TT genotype an OR of
10.9 compared to wild-type, with risk amplified dramatically by tobacco
smoking (OR 7.51) and alcohol consumption (OR 15.3) -- environmental
exposures that generate the very electrophilic compounds GSTP1 detoxifies.
Haplotype effects. A
Serbian prostate cancer study1010 Serbian prostate cancer study
Savic-Radojevic A et al. GSTP1 rs1138272 polymorphism affects prostate cancer risk. Medicina, 2020
found that carriers of the GSTP1*C haplotype (Val105 + Val114, combining
both rs1695 and rs1138272 variants) had a 5.46-fold higher risk of
prostate cancer compared to those with the *A haplotype. The cumulative
effect of multiple GST risk alleles (including GSTM1 and GSTT1 deletions)
reached a 12-fold risk increase in individuals carrying all four risk
variants.
Enzyme biochemistry. A
study of all four GSTP1 allozymes1111 study of all four GSTP1 allozymes
Pal A et al. Variants of glutathione S-transferase Pi 1 exhibit differential enzymatic activity and inhibition by heavy metals. PLoS One, 2012
confirmed that allozymes with Ile105 had superior catalytic efficiency and
greater substrate affinity. Heavy metal sensitivity varied by genotype --
the Val105/Ala114 variant was most sensitive to mercury, while
Ile105/Val114 was least sensitive, suggesting that the Ala114Val change
may paradoxically improve tolerance to certain environmental metals.
Practical Implications
The Ala114Val variant alone reduces GSTP1 activity modestly (~20% reduction). The practical significance scales with environmental exposure: individuals with reduced GSTP1 activity who are also exposed to tobacco smoke, heavy metals, pesticides, or occupational chemicals face a disproportionately higher risk because their conjugation capacity is already diminished. Supporting glutathione status through N-acetylcysteine (the most effective oral glutathione precursor), cruciferous vegetables rich in sulforaphane (which upregulates Phase II enzymes including GSTP1), and reducing unnecessary toxicant exposure are the primary actionable strategies.
For individuals undergoing platinum-based chemotherapy (cisplatin, carboplatin), GSTP1 genotype may influence both drug efficacy and toxicity, since GSTP1 directly conjugates platinum compounds. Reduced GSTP1 activity may increase platinum sensitivity but also increase toxicity risk -- a double-edged sword that oncologists should be aware of.
Interactions
The most important interaction is with rs1695 (GSTP1 Ile105Val). The *C haplotype (Val105 + Val114) represents the lowest-activity form of the enzyme, with substantially greater cancer risk than either variant alone. A compound implication covering the combined GSTP1*C haplotype (rs1695 AG or GG + rs1138272 CT or TT) would be clinically meaningful, as the combined recommendation (aggressive glutathione support, minimizing environmental exposures, oncology awareness) goes beyond what either variant alone warrants.
Beyond GSTP1 itself, other glutathione transferase genes (GSTM1, GSTT1) that can be fully deleted (null genotypes) compound the effect. Individuals with GSTP1 variants plus GSTM1-null and/or GSTT1-null genotypes have cumulative reductions in Phase II detoxification capacity. However, GSTM1 and GSTT1 are copy number variants not typically assessed by 23andMe SNP arrays, so this interaction is noted for awareness rather than actionable in this context.
rs7895833
SIRT1 A>G
- Chromosome
- 10
- Risk allele
- G
Genotypes
Standard SIRT1 Regulation — Typical SIRT1 expression and oxidative stress response
Intermediate SIRT1 Modulation — Mixed SIRT1 regulation with context-dependent effects
Altered SIRT1 Regulation — Modified SIRT1 expression with increased vulnerability to metabolic and inflammatory conditions
SIRT1 Intronic Variant — Guardian of Cellular Stress Response
SIRT1 (Sirtuin 1) is a NAD-dependent deacetylase11 NAD-dependent deacetylase
NAD+ (nicotinamide adenine dinucleotide) is a coenzyme central to cellular energy metabolism with profound influence on aging, metabolism, neuroprotection, and mental health.
The sirtuin SIRT1 is expressed throughout the body, has broad biological effects and can significantly affect both cellular survival and longevity during acute and long-term injuries, which involve both oxidative stress and cell metabolism
. This intronic A>G variant (rs7895833) sits in a regulatory region of the SIRT1 gene22 regulatory region of the SIRT1 gene
intronic variants can affect gene splicing, regulatory element binding, and ultimately protein expression levels and has been associated with expression levels of SIRT1 protein, particularly in aging populations.
The Mechanism
SIRT1 exerts a neuroprotective effect on various neurologic diseases through upregulation of SIRT1 which suppressed the expression levels of pro-inflammatory cytokines and increased the expression levels of superoxide dismutase 2 and catalase .
A significant increase in the SIRT1 level in older people was observed with a significant positive correlation between SIRT1 level and age, with the oldest people carrying AG genotypes for rs7895833 having the highest SIRT1 level suggesting an association between rs7895833 SNP and lifespan longevity . The G variant appears to modulate SIRT1 expression in a context-dependent manner — in some tissues and conditions increasing activity, in others potentially disrupting optimal function.
SIRT1 is a NAD+-dependent deacetylase that functions through nucleoplasmic transfer and is present in nearly all mammalian tissues, believed to deacetylate its protein substrates, resulting in neuroprotective actions, including reduced oxidative stress and inflammation, increased autophagy, increased nerve growth factors, and preserved neuronal integrity in aging or neurological disease .
The Evidence
The G allele frequency varies considerably by ancestry. A Brazilian geriatric study of 216 patients33 A Brazilian geriatric study of 216 patients
Costa Ribeiro H et al. Polymorphism rs7895833 in the SIRT1 gene and its association with dyslipidaemia in the elderly. Rev Esp Geriatr Gerontol. 2019 found the G allele at 42% frequency and associated it with dyslipidemia. A 3-year Korean pediatric study44 A 3-year Korean pediatric study
Lee M et al. The Gender Association of the SIRT1 rs7895833 Polymorphism with Pediatric Obesity: A 3-Year Panel Study. J Nutrigenet Nutrigenomics. 2016 of 219 children found GA+AA genotypes associated with higher BMI and obesity risk, particularly in boys who showed reduced cholesterol improvements compared to GG carriers.
rs7895833 was associated with increased odds of developing multiple sclerosis under co-dominant, overdominant, dominant, and allelic genetic models in a Lithuanian study of 250 MS patients. rs3818292 and rs7895833 were associated with an increased risk of developing exudative age-related macular degeneration, with rs7895833 associated with increased risk in women after strict Bonferroni correction .
Regarding mental health, mice with brain-specific Sirt1 knockout decreased anxiety and developed resilience to depression induced by social defeat, while mice with global Sirt1 overexpression had elevated anxiety and increased susceptibility to depression .
This behavioral phenotype was associated with a reduction in the levels of SIRT1 in the brain and in peripheral blood mononuclear cells, with peripheral blood mRNA expression of SIRT1 predicting the extent of behavioral despair only when depression-like behavior was induced by juvenile stress
. Studies have linked SIRT1 to depression mechanisms55 Studies have linked SIRT1 to depression mechanisms
Lu G et al. Role and Possible Mechanisms of Sirt1 in Depression. Oxid Med Cell Longev. 2018 through regulation of neuroinflammation, neurogenesis, and circadian control.
Practical Implications
SIRT1 is activated by NAD+ availability66 NAD+ availability
NAD+ levels decline with age and can be supported through diet and supplementation, calorie restriction, exercise, and compounds like resveratrol (found in red wine and grapes).
Optimal SIRT1 activation is the most crucial step in the neuroprotection provided by resveratrol against cognitive impairment . For G allele carriers, whose SIRT1 regulation may be altered, supporting NAD+ metabolism through lifestyle becomes particularly relevant.
The variant's association with both metabolic conditions (obesity, dyslipidemia) and neurological/psychiatric conditions (MS, depression, AMD) reflects SIRT1's pleiotropic role in cellular stress response. The complex age-dependent and tissue-specific effects mean that G carriers may benefit from supporting SIRT1 function through multiple pathways77 supporting SIRT1 function through multiple pathways
including NAD+ precursors, calorie restriction mimetics, and antioxidant support rather than relying on a single intervention.
Interactions
rs7895833 does not act in isolation within the SIRT1 gene.
The rs3818292-rs3758391-rs7895833 haplotype G-T-G was associated with increased odds of exudative AMD . Other SIRT1 variants including rs3818292 (intronic), rs3758391 (promoter), and rs7069102 (intron 4) have been studied in combination with rs7895833, showing that multiple regulatory variants within SIRT1 interact to modulate protein expression and disease risk. These compound effects are particularly pronounced in aging-related conditions where SIRT1's protective functions become critical.
rs17300539
ADIPOQ -11391G>A
- Chromosome
- 3
- Risk allele
- G
Genotypes
Lower Adiponectin — Standard adiponectin production with higher metabolic syndrome risk if obese
Moderately Elevated Adiponectin — Moderately increased adiponectin with complex metabolic effects
Elevated Adiponectin — Significantly elevated adiponectin production with paradoxical metabolic effects
The Adiponectin Paradox — When More Isn't Always Better
Adiponectin is your body's master metabolic regulator11 regulator
a hormone secreted by fat tissue that enhances insulin sensitivity, reduces inflammation, and protects against metabolic disease, and the ADIPOQ gene controls how much of it you produce. The rs17300539 variant sits in the gene's promoter region — the control switch that determines transcription activity22 transcription activity
how actively the gene is read and translated into protein. What makes this variant fascinating is its paradoxical effects: the A allele cranks up adiponectin production, yet doesn't always deliver the metabolic protection you'd expect.
Normally, higher adiponectin is protective — it improves insulin sensitivity, lowers inflammation, reduces cardiovascular risk, and guards against type 2 diabetes. People with obesity and metabolic syndrome typically have low adiponectin levels33 low adiponectin levels
adiponectin secretion is impaired in obesity, creating a vicious cycle of worsening insulin resistance, which contributes to their disease. Yet your genotype at rs17300539 introduces a twist: some people produce more adiponectin but still face elevated metabolic risk.
The Mechanism
The rs17300539 SNP is a G-to-A substitution at position -11391 in the ADIPOQ promoter region. In vitro studies44 In vitro studies
laboratory experiments using cell cultures demonstrate that the A allele significantly increases transcriptional activity compared to the G allele, driving higher adiponectin production. The variant likely alters transcription factor binding55 transcription factor binding
proteins that attach to DNA and regulate gene expression at this promoter site, though the exact factors involved haven't been fully mapped.
Adiponectin circulates in your blood in three forms: low molecular weight (LMW) trimers, medium molecular weight (MMW) hexamers, and high molecular weight (HMW) multimers66 low molecular weight (LMW) trimers, medium molecular weight (MMW) hexamers, and high molecular weight (HMW) multimers. The HMW form is the most biologically active — it's the one that enhances insulin sensitivity77 enhances insulin sensitivity
stimulates AMPK activation in muscle and liver, increasing glucose uptake and fatty acid oxidation and delivers cardiovascular protection. Some evidence suggests that rs17300539 may influence the ratio of HMW to total adiponectin88 ratio of HMW to total adiponectin, which could explain why total adiponectin levels don't always predict metabolic outcomes in carriers.
The Evidence
The Framingham Offspring Study99 Framingham Offspring Study
a landmark cardiovascular epidemiology study following multiple generations genotyped 2,543 participants and found that the A allele at rs17300539 showed the strongest association with higher adiponectin levels (P = 2.6 × 10⁻⁸). Each A allele added roughly 1.6 μg/mL to circulating adiponectin. This finding has been replicated across multiple populations — European, Asian, and Latino cohorts all show the same pattern.
But here's the paradox: a 2009 study in obese children1010 a 2009 study in obese children
1,210 Greek children aged 9-13, both obese and non-obese found that A-allele carriers (GA+AA) had higher adiponectin levels but also higher BMI (B = 0.97, P = 0.015) and a 35% increased odds of obesity (OR = 1.35, 95% CI 1.06-1.85). Before adjusting for obesity status, they showed higher fasting insulin and higher HOMA-IR (a measure of insulin resistance). The researchers concluded that "the rs17300539-A variant, though consistently associated with higher adiponectin levels, does not exert any appreciable protective metabolic effect in children."
In adults, the story differs by baseline metabolic health. A 2023 study in 329 obese Caucasian adults1111 A 2023 study in 329 obese Caucasian adults
Spanish cohort with mean BMI 47.8 kg/m² found that GG homozygotes had significantly higher rates of metabolic syndrome (86% vs. 73.9%, P < 0.05), hypertriglyceridemia, hyperglycemia, and insulin resistance (HOMA-IR 7.49 vs. 4.62) compared to A-allele carriers. GG carriers also had lower adiponectin levels (4.27 vs. 6.36 μg/mL). Logistic regression confirmed that the GG genotype independently increased metabolic syndrome risk (OR = 2.52, 95% CI 1.04-6.10) even after adjusting for age, sex, weight, and dietary intake.
The variant also shows strong association with polycystic ovary syndrome (PCOS)1212 strong association with polycystic ovary syndrome (PCOS) in Chinese populations — a family-based transmission disequilibrium test in 197 PCOS families confirmed overtransmission of the risk allele. PCOS is fundamentally a condition of insulin resistance and hyperandrogenism, often accompanied by low adiponectin.
A meta-analysis of 35 studies1313 A meta-analysis of 35 studies
nearly 29,000 participants across multiple ethnicities linked rs17300539 to coronary artery disease (CAD) risk, though effect sizes varied by population and the direction wasn't always consistent — likely reflecting the complex interplay between adiponectin levels, HMW ratio, and other metabolic factors.
Practical Actions
The clearest clinical implication emerges from the bariatric surgery literature1414 bariatric surgery literature: A-allele carriers show better lipid profile improvements after surgery. In 60 extremely obese individuals followed for 32 months post-surgery, those with the A-C haplotype (combining rs17300539-A with rs266729-C) had greater reductions in LDL cholesterol. This suggests that in the context of major metabolic intervention — whether bariatric surgery or intensive lifestyle modification — the A allele's adiponectin-boosting effect finally translates into benefit.
The gene-diet interaction studies1515 gene-diet interaction studies are particularly relevant. In the RISCK study, rs17300539 genotype interacted significantly with dietary fat composition to determine adiponectin levels. Another study in the GOLDN cohort1616 Another study in the GOLDN cohort found that the association between the -11391A allele and lower BMI was modified by monounsaturated fatty acid (MUFA) intake — A-allele carriers who consumed higher MUFA had the lowest BMI and obesity risk.
Fish oil supplementation may be particularly relevant: omega-3 fatty acids activate PPARγ1717 omega-3 fatty acids activate PPARγ, which upregulates adiponectin expression, and one study found that ADIPOQ genotype modified the response to fish oil supplementation in older individuals.
Interactions
The ADIPOQ gene sits at the intersection of several metabolic pathways. Adiponectin signals through two receptors — AdipoR11818 AdipoR1
predominantly expressed in skeletal muscle, activates AMPK pathways and AdipoR21919 AdipoR2
predominantly in liver, activates PPARα signaling. The downstream effects include increased fatty acid oxidation, reduced hepatic glucose production, and improved insulin sensitivity.
Three other common ADIPOQ SNPs show linkage disequilibrium with rs17300539: rs266729 (-11377C>G, also in the promoter, r² = 0.80 with rs17300539), rs2241766 (+45T>G in exon 2, also called Gly15Gly), and rs1501299 (+276G>T in intron 2). These variants may compound or modify effects, particularly regarding the HMW adiponectin ratio. Haplotype analysis sometimes reveals stronger associations than single SNPs alone.
There's emerging evidence for interaction with TCF7L2 variants2020 TCF7L2 variants, the strongest type 2 diabetes risk gene. TCF7L2 regulates adipocyte development and function, and deletion of TCF7L2 in adipocytes impairs glucose tolerance and alters lipid metabolism. The combination of ADIPOQ and TCF7L2 risk variants may identify individuals who benefit most from dietary fat modification.
Finally, the obesity paradox deserves emphasis: if you're lean and metabolically healthy, higher adiponectin from the A allele is likely beneficial. But if you're already obese or insulin-resistant, the A allele may signal a compensatory response — your body is pumping out more adiponectin to counteract metabolic dysfunction, but it's not enough to overcome the underlying problem. In that scenario, the GG genotype's association with lower adiponectin may simply reflect better baseline metabolic health.
rs366631
GSTM1 Tag SNP for gene deletion
- Chromosome
- 1
- Risk allele
- A
Genotypes
GSTM1 Present (Two Copies) — Full GSTM1 enzyme activity — two functional gene copies
GSTM1 Carrier (One Copy) — One functional GSTM1 copy — partial enzyme activity
GSTM1 Null — No functional GSTM1 enzyme — reduced Phase II detoxification capacity
GSTM1 — Your Body's Frontline Defense Against Environmental Toxins
Glutathione S-transferase Mu 1 (GSTM1) is a
Phase II detoxification enzyme11 Phase II detoxification enzyme
Phase II enzymes conjugate reactive intermediates produced by Phase I (CYP450) enzymes with water-soluble molecules like glutathione, making toxins easier to excrete
that plays a critical role in neutralizing environmental carcinogens,
pollutants, and reactive oxygen species. It works by conjugating
glutathione22 glutathione
The body's most abundant intracellular antioxidant, a tripeptide of glutamate, cysteine, and glycine
to electrophilic compounds — essentially tagging dangerous molecules for
safe elimination from the body.
What makes GSTM1 remarkable among genetic variants is the sheer scale of its most common polymorphism: roughly half of all people of European descent carry a complete deletion of the GSTM1 gene on both chromosomes, resulting in zero enzyme production. This is one of the most prevalent pharmacogenomic variants in the human genome.
The Mechanism
Unlike typical SNPs that change a single DNA base, the GSTM1 "null"
variant involves a
whole-gene deletion33 whole-gene deletion
A ~20kb segment containing the entire GSTM1 gene is deleted through unequal homologous recombination between flanking GSTM2 and GSTM5 sequences.
The rs366631 variant reported here is not the deletion itself but a
tag SNP44 tag SNP
A SNP in linkage disequilibrium with the true variant of interest, used as a proxy when the actual variant is difficult to genotype directly
— a proxy that tracks the deletion status on genotyping arrays like
those used by 23andMe. The AA genotype at rs366631 indicates the
GSTM1 gene is absent on both chromosomes (GSTM1 null), while AG
indicates one functional copy and GG indicates two functional copies.
The
study that established this tag SNP relationship55 study that established this tag SNP relationship
Girirajan S et al. Population-specific GSTM1 copy number variation. Hum Mol Genet, 2009
showed that rs366631 is technically a non-polymorphic site — the
apparent genotype variation arises because the genotyping probe
cross-hybridizes with a homologous sequence in the GSTM1 region.
When the gene is deleted, the probe cannot bind, producing a
different signal that reliably tracks deletion status.
GSTM1 is particularly important for detoxifying
polycyclic aromatic hydrocarbons (PAHs)66 polycyclic aromatic hydrocarbons (PAHs)
Carcinogenic compounds found in tobacco smoke, charred/grilled foods, diesel exhaust, and air pollution,
aflatoxins77 aflatoxins
Toxic compounds produced by certain molds that contaminate grains, nuts, and spices — potent liver carcinogens,
and reactive oxygen species. Without functional GSTM1, these
compounds persist longer in the body and are more likely to form
DNA adducts88 DNA adducts
Chemical bonds between carcinogens and DNA that can cause mutations and initiate cancer.
The Evidence
The health consequences of GSTM1 null status have been studied
extensively, with over 1,900 published studies as cataloged in a
2022 worldwide systematic review99 2022 worldwide systematic review
Correia C et al. Worldwide Systematic Review of GSTM1 and GSTT1 Null Genotypes by Continent, Ethnicity, and Therapeutic Area. OMICS, 2022.
Bladder cancer has the strongest association. A
pooled analysis of 17 studies1010 pooled analysis of 17 studies
Engel LS et al. Pooled analysis and meta-analysis of glutathione S-transferase M1 and bladder cancer: a HuGE review. Am J Epidemiol, 2002
with 2,149 cases and 3,646 controls found GSTM1 null carriers had a
44% increased risk (OR 1.44, 95% CI 1.23-1.68). An
updated meta-analysis1111 updated meta-analysis
Yu C et al. GSTM1 and GSTT1 polymorphisms are associated with increased bladder cancer risk. Oncotarget, 2016
confirmed this (OR 1.36, 95% CI 1.25-1.47) and found that individuals
null for both GSTM1 and GSTT1 had an even higher risk (OR 1.84,
95% CI 1.50-2.26).
Lung cancer risk is also elevated, particularly in combination with
smoking or air pollution exposure. A
meta-analysis of 53 studies1212 meta-analysis of 53 studies
Wang H et al. The association of GSTM1 deletion polymorphism with lung cancer risk in Chinese population. Sci Rep, 2015
found GSTM1 null carriers had 46% higher lung cancer risk (OR 1.46,
95% CI 1.32-1.66). In never-smokers exposed to secondhand smoke for
20+ years, the risk was 2.3-fold higher for GSTM1 null individuals.
Cruciferous vegetables and sulforaphane. The relationship between
GSTM1 status and cruciferous vegetable benefit is nuanced. A
clinical study by Gasper et al.1313 clinical study by Gasper et al.
Gasper AV et al. Glutathione S-transferase M1 polymorphism and metabolism of sulforaphane from standard and high-glucosinolate broccoli. Am J Clin Nutr, 2005
found that GSTM1-null individuals metabolize and excrete sulforaphane
more rapidly than GSTM1-positive individuals. Paradoxically, some
studies suggest GSTM1-null individuals may derive greater cancer
protection from cruciferous vegetables because the isothiocyanates
remain bioactive rather than being conjugated and excreted. However,
this effect varies by cancer type and population, and GSTM1-null
individuals still lack the enzyme's broader detoxification functions.
Practical Implications
GSTM1 null status is not a disease — it is a common genetic variation that shifts your baseline detoxification capacity. The practical response focuses on three areas: reducing toxic exposures, supporting alternative detoxification pathways, and increasing dietary protective factors.
Cruciferous vegetables (broccoli, broccoli sprouts, cauliflower,
Brussels sprouts, kale, cabbage) are particularly valuable because
they contain
sulforaphane and other isothiocyanates1414 sulforaphane and other isothiocyanates
Compounds that induce Phase II detoxification enzymes through the Nrf2 pathway, partially compensating for the lost GSTM1 activity.
Broccoli sprouts contain 20-100 times more sulforaphane precursor
than mature broccoli. Supporting glutathione levels through
N-acetylcysteine (NAC) provides the conjugation substrate that other
GST family members (GSTP1, GSTA1) can use to partially compensate
for absent GSTM1 activity.
Interactions
The most important interaction is with GSTT1 (glutathione S-transferase Theta 1), another Phase II enzyme with a common whole-gene deletion. Individuals null for both GSTM1 and GSTT1 ("double null") show significantly higher cancer risk than either deletion alone — the bladder cancer meta-analysis found OR 1.84 for double null versus OR 1.36 for GSTM1 null alone. The double null genotype reduces the overall glutathione conjugation capacity more severely because GSTM1 and GSTT1 have partially overlapping but distinct substrate specificities.
GSTM1 also interacts with NAT2 (N-acetyltransferase 2), another Phase II enzyme. Slow NAT2 acetylators who are also GSTM1 null show compounded risk for bladder cancer from aromatic amine exposure (found in tobacco smoke and certain occupational chemicals).
rs1137101
LEPR Q223R (Gln223Arg)
- Chromosome
- 1
- Risk allele
- G
Genotypes
Normal Leptin Receptor — Standard leptin receptor function with typical satiety signaling
Intermediate Leptin Function — Moderately altered leptin receptor with subtle effects on satiety
Altered Leptin Receptor — Leptin receptor variant associated with reduced satiety signaling and increased metabolic risk
The Leptin Receptor Paradox — When Satiety Signals Misfire
Your leptin receptor (LEPR) gene codes for the protein that receives signals from
leptin11 leptin
The "satiety hormone" produced by fat cells to signal energy sufficiency,
the hormone your fat cells release to tell your brain you've had enough to eat.
The Q223R variant (rs1137101) is one of the most common and widely studied LEPR
polymorphisms, present in the extracellular domain where leptin binds to its receptor.
This non-conservative amino acid change22 non-conservative amino acid change
Glutamine (neutral) to Arginine (positively charged)
alters the charge and structure of the leptin-binding region, potentially affecting
how efficiently your body responds to satiety signals.
The G allele (encoding Arginine at position 223) has been associated with obesity
susceptibility33 associated with obesity
susceptibility
Meta-analysis of 39 studies shows OR=1.23 for GG vs AA
across multiple populations, though the functional significance remains debated.
Carriers of the G allele tend to have higher circulating leptin levels, which paradoxically
may reflect leptin resistance44 leptin resistance
Elevated leptin fails to suppress appetite effectively
rather than enhanced signaling—a phenomenon central to the biology of obesity.
The Mechanism
The LEPR Q223R polymorphism results from an A-to-G transition (CAG → CGG) at codon 223, located in exon 6 of the leptin receptor gene on chromosome 1p31. This missense variant changes glutamine to arginine in the cytokine receptor homology 1 (CRH1) domain—specifically in the loop connecting the cytokine receptor and fibronectin type III domains where leptin physically binds55 leptin physically binds.
The functional consequences of this variant have been controversial. Early
association studies66 Early
association studies
2001 study found R223 homozygotes had 4.5-5% higher body
fat percentage linked the G allele
to increased BMI and body fat percentage. However, rigorous functional testing
in 200977 rigorous functional testing
in 2009
Stratigopoulos et al. found no effects on weight, body composition,
or STAT3 signaling using mice
with the humanized LEPR allele found no effects on body weight, composition,
energy expenditure, or leptin-induced STAT3 signaling—casting doubt on direct
biological causation.
More recent studies suggest subtle effects on receptor function88 subtle effects on receptor function
21% reduction
in STAT3 activation in some cell culture studies
that may manifest only under specific conditions. The mutant receptor shows
normal leptin binding kinetics but may affect receptor trafficking, surface
expression, or downstream signaling efficiency. GG genotype carriers consistently
show higher circulating leptin levels, which could indicate compensatory
upregulation due to impaired leptin sensitivity99 impaired leptin sensitivity
Your body produces more
leptin trying to overcome reduced receptor responsiveness.
The Evidence
A comprehensive 2024 meta-analysis1010 comprehensive 2024 meta-analysis
39 studies with 6,099 obesity cases and
6,711 controls
analyzed rs1137101 across Asian and Caucasian populations. The findings showed
significant associations across all genetic models: homozygous model (GG vs AA:
OR=1.39, 95% CI=1.12-1.73, p=0.003), dominant model (AG/GG vs AA: OR=1.28,
p=0.001), and allelic model (G vs A: OR=1.19, p=0.002). The association remained
significant in both Asian and Caucasian subgroups, with no evidence of publication bias.
The allele frequency varies dramatically by ancestry1111 allele frequency varies dramatically by ancestry
East Asians: 87% G allele;
Europeans: 45% G allele; Africans: 55% G allele.
This makes the G allele the major allele in East Asian populations but a balanced
polymorphism in other ancestries—one reason why genetic associations may be
stronger in Asian studies.
Beyond obesity, the variant has been linked to type 2 diabetes and metabolic
syndrome1212 type 2 diabetes and metabolic
syndrome
Associated with insulin resistance, dyslipidemia, and elevated fasting
glucose. A
meta-analysis of PCOS studies1313 meta-analysis of PCOS studies
33 studies showing rs1137101 significantly
associated with PCOS susceptibility
found the G allele increased risk of polycystic ovary syndrome, particularly
in Asian populations, with the GG genotype correlating with higher leptin levels
and worse metabolic profiles in PCOS patients.
Practical Actions
While the variant's direct functional impact remains uncertain, population-level
associations suggest GG carriers may benefit from strategies that enhance leptin
sensitivity1414 enhance leptin
sensitivity
Interventions that restore your body's ability to respond to satiety
signals. High-protein
diets appear particularly relevant: studies show protein intake enhances leptin's
satiating effect1515 studies show protein intake enhances leptin's
satiating effect
High-protein diets reduced spontaneous energy intake by 441
kcal/day in the central nervous
system and reduces spontaneous energy intake independent of leptin levels.
Exercise consistently improves leptin sensitivity1616 Exercise consistently improves leptin sensitivity
12+ weeks of moderate-intensity
aerobic or resistance training, 3-4x/week,
particularly moderate-to-high intensity aerobic exercise and resistance training
performed 3-4 times weekly for at least 12 weeks. The mechanism involves
downregulating SOCS3 and PTP1B proteins that inhibit leptin signaling, while
also increasing hypothalamic leptin receptor expression.
Time-restricted eating aligned with circadian rhythms1717 Time-restricted eating aligned with circadian rhythms
Confine eating to an
8-10 hour window during daylight hours
may help restore leptin rhythmicity—leptin normally peaks at night and is lowest
in the morning, and this rhythm is disrupted in obesity. Eating late into the
evening compounds leptin resistance by misaligning feeding with circadian leptin
secretion patterns.
The Mediterranean dietary pattern1818 Mediterranean dietary pattern
Associated with lower leptin levels and
higher adiponectin, rich
in fiber, omega-3 fatty acids, and anti-inflammatory compounds, has been associated
with lower circulating leptin levels and reduced inflammation—both factors that
may improve leptin signaling efficiency in genetically predisposed individuals.
Interactions
The LEPR Q223R variant is one of three common LEPR polymorphisms frequently
studied together: K109R (rs1137100), Q223R (rs1137101), and K656N (rs1805094).
These variants exist in linkage disequilibrium1919 linkage disequilibrium
They're inherited together
more often than expected by chance
(D'=1 but r²<1), meaning they often occur together but aren't perfectly correlated.
Some studies suggest compound effects when multiple variants are present, though
Q223R appears to have the strongest independent association with obesity.
The leptin receptor functions within a broader neuroendocrine signaling network.
Variants in the LEP gene2020 LEP gene
Encodes leptin itself; rs7799039 affects leptin
levels (encoding leptin itself,
particularly rs7799039) may interact with LEPR variants to determine overall
leptin axis function. Additionally, leptin signaling cross-talks with circadian
clock genes2121 cross-talks with circadian
clock genes
CLOCK-BMAL1 regulate PPAR expression which affects leptin production
like CLOCK and BMAL1, creating a bidirectional relationship where leptin influences
circadian rhythms and circadian disruption worsens leptin resistance.
The variant's effects may be most pronounced in the context of obesogenic
environments2222 obesogenic
environments
High-calorie, processed food diets and sedentary behavior amplify
genetic susceptibility—high-calorie
diets, sedentary behavior, and poor sleep. Environmental factors likely obscure
the variant's subtle functional effects in free-living populations, explaining
why controlled functional studies show minimal impact while epidemiological
studies consistently find associations.
rs1800566
NQO1 Pro187Ser (C609T)
- Chromosome
- 16
- Risk allele
- A
Genotypes
Full Activity — Normal NQO1 enzyme activity
Reduced Activity — Approximately one-third of normal NQO1 enzyme activity
No Activity — Near-complete loss of NQO1 enzyme activity (2-4% of normal)
NQO1 Pro187Ser — The Quinone Detoxifier and CoQ10 Recycler
NQO1 (NAD(P)H:quinone oxidoreductase 1) is a
Phase II detoxification enzyme11 Phase II detoxification enzyme
Phase II enzymes conjugate or reduce reactive metabolites produced by Phase I enzymes, making them safer and easier to excrete
that performs an unusual and critically important reaction: it reduces toxic
quinones directly to stable hydroquinones via a two-electron transfer,
completely bypassing the dangerous one-electron
semiquinone radical22 semiquinone radical
A partially reduced quinone that reacts with oxygen to generate superoxide and other reactive oxygen species (ROS), causing oxidative damage to DNA, proteins, and lipids
intermediate. This makes NQO1 a uniquely efficient detoxifier of
quinone compounds, which arise from the metabolism of benzene,
environmental pollutants, certain drugs, and normal cellular processes.
Beyond detoxification, NQO1 plays a second major role: it is one of the
primary enzymes responsible for reducing CoQ10 (ubiquinone) to its
active antioxidant form, ubiquinol. Researchers have proposed that
NQO1 was selected during evolution primarily as a CoQ reductase33 NQO1 was selected during evolution primarily as a CoQ reductase
Ross & Siegel 2017, Functions of NQO1 in Cellular Protection and CoQ10 Metabolism,
and that its ability to detoxify xenobiotic quinones was a secondary
gain of function. NQO1 also stabilizes the tumor suppressor proteins
p53 and p73, protecting them from proteasomal degradation.
The rs1800566 variant (C609T in cDNA) causes a proline-to-serine
substitution at position 187, falling in a region critical for the
binding of the
FAD cofactor44 FAD cofactor
Flavin adenine dinucleotide, the essential cofactor that NQO1 requires to catalyze electron transfer reactions.
This single amino acid change has dramatic consequences for protein
stability and enzyme function.
The Mechanism
The Pro187Ser substitution disrupts the structural integrity of the
NQO1 protein in a way that is unusually severe for a single missense
variant. The serine at position 187 destabilizes the protein's tertiary
structure, particularly at the FAD binding site in the N-terminal
domain and the C-terminal domain important for substrate binding. The
mutant protein is
rapidly polyubiquitinated and degraded by the proteasome55 rapidly polyubiquitinated and degraded by the proteasome
Siegel et al. Rapid polyubiquitination and proteasomal degradation of a mutant form of NAD(P)H:quinone oxidoreductase 1. Mol Pharmacol, 2001,
resulting in dramatically reduced intracellular NQO1 levels.
Heterozygotes (AG genotype, one variant copy) retain approximately one-third of normal enzyme activity. Homozygotes (AA genotype, two variant copies) retain only 2-4% of wild-type activity -- essentially no functional NQO1. This is because the mutant protein is so unstable that it is degraded almost as fast as it is made.
Without functional NQO1, quinone metabolism shifts to the one-electron
pathway via cytochrome P450 reductase, generating reactive
semiquinone radicals that produce superoxide, hydrogen peroxide, and
hydroxyl radicals through
redox cycling66 redox cycling
A process where a molecule is repeatedly reduced and then re-oxidized by oxygen, generating a continuous stream of reactive oxygen species with each cycle.
This increases oxidative stress and, in the context of benzene
exposure, explains the heightened vulnerability to hematotoxicity.
The Evidence
Protein stability and activity: The foundational work by
Siegel et al.77 Siegel et al.
Siegel D et al. Rapid polyubiquitination and proteasomal degradation of a mutant form of NAD(P)H:quinone oxidoreductase 1. Mol Pharmacol, 2001
demonstrated that while wild-type NQO1 persists in cells, the
Pro187Ser mutant is rapidly ubiquitinated and sent to the proteasome
for degradation. This elegant study explained why TT homozygotes have
near-zero enzyme activity despite normal gene transcription.
Benzene toxicity: The NQO1-benzene connection was established in
a landmark study of Chinese workers by
Rothman et al.88 Rothman et al.
Rothman N et al. Benzene poisoning, a risk factor for hematological malignancy, is associated with the NQO1 609C>T mutation. Cancer Res, 1997,
who found a 7.6-fold increased risk of benzene poisoning in workers
carrying the TT genotype combined with CYP2E1 rapid metabolizer
status. A subsequent PNAS study showed that TT homozygotes
cannot induce NQO1 in response to hydroquinone exposure99 cannot induce NQO1 in response to hydroquinone exposure
Moran JL, Siegel D, Ross D. A potential mechanism underlying the increased susceptibility of individuals with a polymorphism in NQO1 to benzene toxicity. PNAS, 1999,
leaving them unable to mount the normal protective enzyme response.
Further studies in benzene-exposed workers found that those with the
TT genotype who smoked or drank alcohol had
8- to 21-fold increased risk of benzene poisoning1010 8- to 21-fold increased risk of benzene poisoning
Wan J et al. Association of genetic polymorphisms in CYP2E1, MPO, NQO1, GSTM1, and GSTT1 genes with benzene poisoning. Environ Health Perspect, 2002.
Cancer risk: A comprehensive meta-analysis of
92 studies encompassing 21,178 cases and 25,157 controls1111 92 studies encompassing 21,178 cases and 25,157 controls
Lajin B, Alachkar A. The NQO1 polymorphism C609T and cancer susceptibility: a comprehensive meta-analysis. Br J Cancer, 2013
found a statistically significant association between the TT genotype
and overall cancer risk (OR 1.18, 95% CI 1.07-1.31). The strongest
association was with bladder cancer (TT vs CC: OR 1.70, 95% CI
1.17-2.46). Notably, the association was more pronounced in
Caucasian populations (OR 1.28) than in Asian populations, despite
the much higher variant frequency in East Asians.
Breast cancer and chemotherapy: A
Nature Genetics study1212 Nature Genetics study
Fagerholm R et al. NAD(P)H:quinone oxidoreductase 1 NQO1*2 genotype (P187S) is a strong prognostic and predictive factor in breast cancer. Nat Genet, 2008
found that NQO1*2 homozygosity strongly predicted poor survival in
two independent series of breast cancer patients, with the effect
particularly evident after anthracycline-based chemotherapy. This
reflects NQO1's dual role in drug activation and p53 stabilization.
CoQ10 recycling: NQO1 is one of at least five enzyme systems
that reduce ubiquinone to its active antioxidant form, ubiquinol. In
individuals lacking functional NQO1, this recycling pathway is
impaired. Preliminary evidence suggests that
plasma CoQ10 levels may be lower in NQO1*2 carriers1313 plasma CoQ10 levels may be lower in NQO1*2 carriers
Ross D, Siegel D. Functions of NQO1 in Cellular Protection and CoQ10 Metabolism. Front Physiol, 2017,
though larger confirmatory studies are needed.
Practical Implications
The TT (AA) genotype is especially relevant for individuals with occupational chemical exposures, those undergoing chemotherapy, and anyone interested in optimizing antioxidant status. Key considerations:
Chemical exposures: Individuals with the AA genotype should be particularly cautious about benzene and quinone-generating compound exposure. Benzene is found in gasoline, industrial solvents, and cigarette smoke. Minimizing exposure is more important when your body cannot efficiently detoxify the resulting quinone metabolites.
CoQ10 supplementation: Because NQO1 is one of the major enzymes that recycles CoQ10 from its oxidized (ubiquinone) to its reduced (ubiquinol) form, individuals with impaired NQO1 activity should use the ubiquinol form of CoQ10 rather than ubiquinone, as they may have reduced capacity to make this conversion themselves.
Antioxidant support: Without efficient quinone detoxification, the body experiences higher baseline oxidative stress. Supporting other antioxidant pathways -- through diet rich in colorful fruits and vegetables, and adequate selenium, vitamin C, and vitamin E -- becomes more important.
Oncology relevance: The NQO1 genotype may be relevant for chemotherapy drug selection, particularly for quinone-based agents and anthracyclines. This is an area of active research and should be discussed with an oncologist if relevant.
Interactions
NQO1 interacts with other Phase II detoxification and antioxidant enzymes. SOD2 (rs4880) converts superoxide to hydrogen peroxide, while NQO1 prevents superoxide generation in the first place by bypassing the semiquinone step. When both NQO1 and SOD2 are impaired, oxidative stress burden compounds -- NQO1 deficiency allows more superoxide generation, and SOD2 variants reduce the capacity to neutralize it.
GSTP1 (rs1695) is another Phase II enzyme that conjugates reactive metabolites with glutathione. Combined impairment of NQO1 and GSTP1 may further reduce the body's capacity to handle quinone toxicity and electrophilic compounds.
GPX1 (rs1050450) encodes glutathione peroxidase 1, which neutralizes hydrogen peroxide. In combination with NQO1 loss, reduced GPX1 activity creates a situation where both the generation of reactive oxygen species (via quinone redox cycling) and their clearance (via peroxide reduction) are compromised.
The combined effect of NQO1 TT with CYP2E1 rapid metabolizer status on benzene toxicity is well-documented: CYP2E1 rapidly converts benzene to quinone metabolites while NQO1 deficiency prevents their safe detoxification, creating a metabolic funnel toward toxicity.
rs1048943
CYP1A1 Ile462Val (*2C)
- Chromosome
- 15
- Risk allele
- C
Genotypes
Normal CYP1A1 Activity — Standard CYP1A1 enzyme activity — normal PAH and estrogen metabolism
Increased CYP1A1 Activity — One copy of the Val variant — moderately increased PAH activation
High CYP1A1 Activity — Two copies of the Val variant — substantially increased PAH activation
CYP1A1 Ile462Val — The Smoke and Estrogen Activator
Cytochrome P450 1A1 (CYP1A1) is a
Phase I detoxification enzyme11 Phase I detoxification enzyme
Phase I enzymes oxidize, reduce, or hydrolyze foreign compounds to make them more reactive — a necessary step before Phase II enzymes can conjugate them for excretion
with a dual role that makes it both protector and potential threat. On one hand,
CYP1A1 initiates the breakdown of
polycyclic aromatic hydrocarbons (PAHs)22 polycyclic aromatic hydrocarbons (PAHs)
Flat, multi-ringed carbon compounds formed during incomplete combustion of organic matter — found in cigarette smoke, grilled meat, vehicle exhaust, and industrial pollution,
dioxins, and other environmental pollutants. On the other hand, the intermediates
it creates — reactive epoxides and diol-epoxides — can damage DNA if not swiftly
neutralized by Phase II enzymes like glutathione S-transferase (GST). CYP1A1 also
metabolizes estrogens into catechol estrogens, adding a hormonal dimension to
its significance.
The rs1048943 variant (also called *2C or m2) substitutes isoleucine with valine
at position 462, near the
heme-binding domain33 heme-binding domain
The catalytic core of all cytochrome P450 enzymes, where iron-bound heme activates molecular oxygen to insert into substrate molecules
of the enzyme. This amino acid change increases CYP1A1's catalytic activity,
meaning the variant enzyme produces reactive intermediates at a faster rate.
The Mechanism
CYP1A1 expression is primarily regulated by the
aryl hydrocarbon receptor (AHR)44 aryl hydrocarbon receptor (AHR)
A ligand-activated transcription factor that senses environmental chemicals and activates detoxification gene expression; see rs2066853 in this encyclopedia.
When PAHs, dioxins, or certain dietary compounds (like indole-3-carbinol from
cruciferous vegetables) bind AHR, it translocates to the nucleus and switches
on CYP1A1 transcription through
xenobiotic response elements (XREs)55 xenobiotic response elements (XREs)
DNA sequences with the core motif 5'-TNGCGTG-3' in the promoters of AHR target genes.
The Ile462Val substitution does not affect CYP1A1 expression levels — it affects
what happens after the protein is made. The valine at position 462 alters the
geometry of the active site near the heme group, resulting in approximately
two-fold higher catalytic activity66 two-fold higher catalytic activity
Cosma G et al. Relationship between genotype and function of the human CYP1A1 gene. J Toxicol Environ Health, 1993
and increased mutagenic activation of PAH substrates.
CYP1A1 also catalyzes the
2-hydroxylation and 4-hydroxylation of estradiol77 2-hydroxylation and 4-hydroxylation of estradiol
Converting estradiol into catechol estrogens; the 2-hydroxy pathway is the dominant route and is generally considered protective, while 4-hydroxylation produces more genotoxic quinone intermediates.
The Val462 variant's increased catalytic activity extends to estrogen substrates,
potentially shifting the balance of estrogen metabolite production.
The Evidence
Overall cancer risk. A comprehensive
meta-analysis of 198 publications88 meta-analysis of 198 publications
Wu B et al. MspI and Ile462Val polymorphisms in CYP1A1 and overall cancer risk: a meta-analysis. PLoS One, 2013
found significantly elevated cancer risk associated with the Ile462Val
polymorphism across all genetic models studied. The effect was observed in both
Asian and Caucasian populations.
Lung cancer. A
meta-analysis of 43 case-control studies99 meta-analysis of 43 case-control studies
Ji YN et al. CYP1A1 Ile462Val polymorphism contributes to lung cancer susceptibility among lung squamous carcinoma and smokers: a meta-analysis. PLoS One, 2012
comprising 19,228 subjects found that Val/Val carriers had an odds ratio of 1.22
(95% CI 1.08-1.40) compared with Ile/Ile. The dominant model (any Val allele)
showed OR 1.15 (95% CI 1.07-1.23). The association was significant in smokers
but not in non-smokers, highlighting the gene-environment interaction: the
increased enzyme activity only becomes a problem when there is PAH substrate
to activate.
Colorectal cancer. A
meta-analysis of 13 case-control studies1010 meta-analysis of 13 case-control studies
He XF et al. CYP1A1 Ile462Val polymorphism contributes to colorectal cancer risk: a meta-analysis. World J Gastroenterol, 2011
with 5,336 cases and 6,226 controls found Val/Val carriers at increased risk
(OR 1.47, 95% CI 1.16-1.86). The recessive model (Val/Val vs Ile/Ile + Ile/Val)
reached OR 1.49 (95% CI 1.18-1.88), suggesting the risk concentrates in
homozygous carriers.
Gene-environment synergy. A
pooled analysis of Caucasian non-smokers1111 pooled analysis of Caucasian non-smokers
Vineis P et al. CYP1A1 and GSTM1 genetic polymorphisms and lung cancer risk in Caucasian non-smokers: a pooled analysis. Carcinogenesis, 2003
found that combining the CYP1A1 Val allele with the GSTM1 null genotype (absent
glutathione conjugation) produced a dramatic OR of 4.67 (95% CI 2.00-10.9).
This illustrates the Phase I/Phase II balance principle: faster activation
(CYP1A1 Val) without adequate conjugation (GSTM1 null) allows reactive
intermediates to accumulate and damage DNA.
Breast cancer. Despite the estrogen metabolism connection, a
HuGE review of 17 studies1212 HuGE review of 17 studies
Masson LF et al. Cytochrome P-450 1A1 gene polymorphisms and risk of breast cancer: a HuGE review. Am J Epidemiol, 2005
with over 5,000 combined subjects found no consistent overall association.
However, long-term smokers carrying the variant showed elevated breast cancer
risk, again pointing to gene-environment interaction rather than genotype
acting alone.
Population Distribution
The Val462 allele shows striking population stratification. It reaches its highest frequency in Latino/Admixed American populations (~36%), followed by East Asians (~23%) and South Asians (~12%). In contrast, it is rare in Europeans (~3%) and very rare in Africans (~1%). This distribution likely reflects different evolutionary pressures related to diet and environmental exposures across populations. The Greenlandic Inuit, who consume large amounts of marine mammal fat containing persistent organic pollutants, have among the highest reported frequencies (~46%).
Practical Implications
The key insight from this research is that the CYP1A1 Val462 variant is not a cancer risk gene in isolation — it becomes a risk factor when combined with environmental exposure to PAHs. Carriers who avoid or minimize PAH exposure can substantially reduce the impact of the variant. Practical steps include modifying cooking methods to reduce PAH formation, avoiding tobacco smoke exposure, and consuming cruciferous vegetables that support Phase II conjugation of the reactive intermediates CYP1A1 generates.
Interactions
AHR (rs2066853): Since AHR controls CYP1A1 transcription, the combination of AHR genotype and CYP1A1 genotype determines the full picture of PAH metabolism. Altered AHR signaling (rs2066853 A allele) could modify how much CYP1A1 is induced in response to pollutant exposure, potentially amplifying or dampening the impact of the Ile462Val variant on reactive intermediate production.
CYP1A1*2A (rs4646903): The MspI polymorphism in the 3' flanking region of CYP1A1 increases gene expression through altered mRNA stability. When found on the same haplotype as Ile462Val (the *2B haplotype), the combined effect is both more enzyme and more active enzyme — a double hit that increases PAH activation capacity. This haplotype combination is particularly common in East Asian and Latino populations.
rs1056836
CYP1B1 Leu432Val
- Chromosome
- 2
- Risk allele
- C
Genotypes
Standard Activity — Normal CYP1B1 catalytic activity with standard estrogen metabolism profile
Increased Activity — One copy of the Val432 variant — moderately increased estradiol 4-hydroxylation
High Activity — Two copies of the Val432 variant — significantly increased estradiol 4-hydroxylation and procarcinogen activation
CYP1B1 Leu432Val — The Estrogen and Toxin Activator
CYP1B1 is a
Phase I cytochrome P450 enzyme11 Phase I cytochrome P450 enzyme
Phase I enzymes add reactive groups (usually hydroxyl -OH) to molecules, making them more water-soluble and preparing them for Phase II conjugation and excretion
with a dual role that makes it uniquely important in cancer biology. First, it
converts estradiol into
4-hydroxyestradiol (4-OH-E2)22 4-hydroxyestradiol (4-OH-E2)
A catechol estrogen metabolite that can be further oxidized to reactive quinones capable of forming depurinating DNA adducts — direct chemical damage to DNA,
the most genotoxic of the estrogen metabolites. Second, it activates
environmental procarcinogens including polycyclic aromatic hydrocarbons (PAHs)
from tobacco smoke and charred foods, and heterocyclic amines from cooked meat.
The Leu432Val variant (rs1056836) sits in the
heme-binding domain33 heme-binding domain
The catalytic core of the enzyme where the iron-containing heme group binds substrates and performs oxidation reactions
and alters the enzyme's catalytic properties toward both substrates.
Unlike most liver-dominant CYP450 enzymes, CYP1B1 is primarily expressed in
extrahepatic tissues — breast, uterus, ovary, prostate, lung, and kidney —
precisely the organs where its estrogen-metabolizing and carcinogen-activating
roles matter most. Its expression is controlled by the
aryl hydrocarbon receptor (AHR)44 aryl hydrocarbon receptor (AHR)
A ligand-activated transcription factor that responds to environmental pollutants, dietary compounds from cruciferous vegetables, and tryptophan metabolites,
meaning that exposure to dioxins, PAHs, or cruciferous vegetable compounds
like DIM and I3C directly upregulates CYP1B1 activity.
The Mechanism
The rs1056836 variant causes a leucine-to-valine substitution at position 432 in the heme-binding domain. On the genomic plus strand (as reported by 23andMe), the G allele encodes leucine (wild-type) and the C allele encodes valine (variant). The amino acid change alters the active site geometry, shifting the enzyme's preference between competing hydroxylation pathways.
Enzyme kinetics studies55 Enzyme kinetics studies
Shimada T et al. Catalytic properties of polymorphic human cytochrome P450 1B1 variants. Carcinogenesis, 1999
showed that Val432 forms of CYP1B1 produce a higher ratio of 4-hydroxyestradiol
to 2-hydroxyestradiol compared to Leu432 forms. The 4-hydroxylation pathway is
concerning because 4-OH-E2 can be oxidized to
semiquinones and quinones66 semiquinones and quinones
Reactive electrophiles that form covalent bonds with DNA bases, creating unstable depurinating adducts that leave behind mutagenic apurinic sites
that directly damage DNA. The 2-hydroxylation pathway, by contrast, produces
less genotoxic metabolites.
A separate
study by Li et al.77 study by Li et al.
Li DN et al. Polymorphisms in P450 CYP1B1 affect the conversion of estradiol to the potentially carcinogenic metabolite 4-hydroxyestradiol. Pharmacogenetics, 2000
found that the Val432-to-Leu change increases the Km (reduces binding affinity)
for estradiol hydroxylation at least 3-fold, meaning the Leu432 form is less
efficient at metabolizing estradiol overall. The net effect of the Val432
variant is both greater throughput and a more dangerous product ratio.
The safety of CYP1B1's reactive metabolites depends entirely on downstream Phase II enzymes — GSTP1, GSTM1, and NQO1 — which conjugate and neutralize the catechol estrogen quinones before they can damage DNA. When Phase II capacity is insufficient to handle the Phase I output, oxidative damage accumulates.
The Evidence
Endometrial cancer. A
meta-analysis of 12 studies88 meta-analysis of 12 studies
Wang F et al. Association of CYP1B1 gene polymorphisms with susceptibility to endometrial cancer: a meta-analysis. Eur J Cancer Prev, 2011
encompassing 3,605 cases and 5,692 controls found that the Val432 allele
significantly increases endometrial cancer risk (OR 1.23, 95% CI 1.06-1.43).
This is biologically coherent: the endometrium is an estrogen-responsive tissue
where CYP1B1 is expressed, and increased 4-OH-E2 production would create
local genotoxic exposure.
Lung cancer. A
meta-analysis of 10 studies99 meta-analysis of 10 studies
Xu W et al. Current evidence on the relationship between CYP1B1 polymorphisms and lung cancer risk: a meta-analysis. Mol Biol Rep, 2012
with 7,067 cases and 9,374 controls found that individuals homozygous for
Val432 had a 39.7% higher lung cancer risk compared to Leu432 homozygotes.
This likely reflects CYP1B1's role in activating PAHs from tobacco smoke
rather than estrogen metabolism.
Breast cancer. Despite the strong mechanistic rationale, epidemiological
evidence for breast cancer has been inconsistent. A
comprehensive meta-analysis1010 comprehensive meta-analysis
Liu JY et al. Association between the CYP1B1 polymorphisms and risk of cancer: a meta-analysis. Mol Genet Genomics, 2015
found the Leu432Val variant associated with endometrial and lung cancer risk
but not consistently with breast cancer across populations. Gene-environment
interactions — particularly smoking status and Phase II enzyme capacity — may
explain the inconsistent breast cancer findings.
Bone density. A
study in postmenopausal women1111 study in postmenopausal women
Napoli N et al. The Val432Leu polymorphism of the CYP1B1 gene is associated with differences in estrogen metabolism and bone density. Bone, 2009
found that Leu432 allele carriers (on the coding strand) had significantly
higher urinary estrogen metabolites and lower bone mineral density at the
lumbar spine (0.931 vs 1.009 g/cm2, p=0.03) and femoral neck (0.693 vs
0.748 g/cm2, p=0.03) compared to Val/Val homozygotes. This paradoxical
finding — where higher estrogen catabolism leads to a hypoestrogenic state —
suggests the overall rate of estrogen metabolism matters for bone health
alongside the specific pathway balance.
Practical Implications
The actionable message for Val432 carriers centers on supporting Phase II
detoxification to safely neutralize the increased 4-hydroxyestradiol output.
Cruciferous vegetables (broccoli, Brussels sprouts, cauliflower, kale)
contain
indole-3-carbinol (I3C) and sulforaphane1212 indole-3-carbinol (I3C) and sulforaphane
I3C is converted to DIM in the stomach; sulforaphane activates Nrf2, the master regulator of Phase II enzyme expression
that both modulate CYP1B1 activity and upregulate Phase II enzymes including
glutathione S-transferases and NQO1.
Diindolylmethane (DIM)1313 Diindolylmethane (DIM)
The acid-catalyzed dimer of I3C formed in the gut; available as a supplement
shifts estrogen metabolism toward the protective 2-hydroxylation pathway and
away from the genotoxic 4-hydroxylation pathway.
Minimizing exposure to PAH-rich environments (tobacco smoke, heavily charred foods, industrial pollutants) is particularly important for Val432 carriers, since CYP1B1 both responds to AHR activation by these compounds and more efficiently converts them to DNA-damaging metabolites.
For women, monitoring estrogen-related health markers becomes more relevant with this variant, especially in the context of hormone replacement therapy or conditions associated with estrogen exposure.
Interactions
The most critical interaction is with Phase II conjugation enzymes. GSTP1 (rs1695), GSTM1 (null/present), and NQO1 (rs1800566) detoxify the reactive catechol estrogen quinones produced by CYP1B1. A Val432 carrier with compromised Phase II capacity (e.g., GSTM1 null deletion or NQO1*2 homozygosity) faces a compounded risk: increased production of reactive metabolites with decreased capacity to neutralize them. Published studies have confirmed that combined CYP1B1/GSTM1/GSTP1 genotypes modify cancer risk more than any single variant alone.
The AHR variant rs2066853 is also relevant because AHR controls CYP1B1 transcription. Altered AHR signaling could modify the degree to which environmental exposures induce CYP1B1 expression, affecting the overall burden of Phase I metabolite production.
COMT (catechol-O-methyltransferase) provides another detoxification route for catechol estrogens via methylation. Carriers of both CYP1B1 Val432 and slow COMT variants may have a more unfavorable estrogen metabolite profile, as both increased 4-OH-E2 production and decreased methylation clearance compound the genotoxic burden.
rs1001179
CAT -262C>T
- Chromosome
- 11
- Risk allele
- T
Genotypes
Normal Catalase Expression — Standard catalase promoter activity and hydrogen peroxide clearance
Intermediate Catalase Regulation — One copy of the variant allele with mildly altered catalase regulation
Altered Catalase Regulation — Two copies of the variant allele with significantly altered catalase function under stress
Catalase — Your Body's Hydrogen Peroxide Defense
Catalase is one of the most efficient enzymes in nature, breaking down millions of
hydrogen peroxide molecules per second into harmless water and oxygen. Located primarily
in cellular structures called peroxisomes11 peroxisomes
small organelles that produce and break down
reactive oxygen species, catalase
serves as the final defense against hydrogen peroxide accumulation. The rs1001179 variant
sits 262 base pairs upstream of the catalase gene's start site, in a region that controls
how much catalase your cells produce.
The Mechanism
This promoter variant changes a single DNA letter from C to T, which fundamentally alters
how transcription factors bind to the catalase gene. The T allele creates a new binding
site for STAT4, a transcription factor that enhances gene expression22 The T allele creates a new binding
site for STAT4, a transcription factor that enhances gene expression
Forsti et al.
Genetic polymorphisms in the promoter region of catalase gene, creates new potential PAX-6
and STAT4 response elements. Scientific Reports, 2017,
while the C allele maintains a binding site for TFII-I, a different transcription factor.
The paradox: studies show conflicting results about which allele produces more catalase.
Some research indicates the T allele increases catalase mRNA levels approximately 2-fold33 T allele increases catalase mRNA levels approximately 2-fold
Khan et al. Influence of A-21T and C-262T genetic polymorphisms at the promoter region
of the catalase (CAT) on gene expression. Free Radical Research, 2016,
suggesting higher promoter activity. However, population studies consistently show that
carriers of the TT genotype have worse clinical outcomes44 carriers of the TT genotype have worse clinical outcomes
Goth et al. Association of the
Common Catalase Gene Polymorphism rs1001179 With Glycated Hemoglobin and Plasma Lipids in
Hyperlipidemic Patients. Biochemical Genetics, 2016 —
higher blood sugar, elevated triglycerides, and increased cancer risk. This suggests that
despite potentially higher baseline expression, the T allele may impair catalase function
or regulation under oxidative stress conditions.
The Evidence
Cancer risk: The strongest evidence comes from a meta-analysis of 37 studies including
14,942 cancer patients and 43,285 controls55 meta-analysis of 37 studies including
14,942 cancer patients and 43,285 controls
Zhou et al. Two common functional catalase
gene polymorphisms (rs1001179 and rs794316) and cancer susceptibility. Oncotarget, 2016.
The TT genotype increased overall cancer risk by 19% (OR = 1.19, P < 0.001) in the
recessive model. The effect was most pronounced for prostate cancer, where TT carriers
faced a 57% increased risk (OR = 1.57, P = 0.00) compared to CC genotype. No significant
associations emerged for breast, colorectal, or hepatocellular carcinoma.
Metabolic dysfunction: In patients with high cholesterol, the TT genotype was
associated with elevated HbA1c and plasma triglycerides66 the TT genotype was
associated with elevated HbA1c and plasma triglycerides
Goth et al. Association of the
Common Catalase Gene Polymorphism rs1001179 With Glycated Hemoglobin and Plasma Lipids in
Hyperlipidemic Patients. Biochemical Genetics, 2016,
with the effect modulated by BMI and age. A separate study found effects on blood
catalase activity and carbohydrate/lipid biomarkers in diabetes77 effects on blood
catalase activity and carbohydrate/lipid biomarkers in diabetes
Goth et al. Effects of
rs769217 and rs1001179 polymorphisms of catalase gene on blood catalase, carbohydrate and
lipid biomarkers in diabetes mellitus. Free Radical Research, 2012.
Oxidative stress markers: Russian population studies showed that TT genotype carriers
had lower levels of diene conjugates88 TT genotype carriers
had lower levels of diene conjugates
Kozhevnikova et al. Oxidative Stress and Catalase
Gene. Bulletin of Experimental Biology and Medicine, 2016,
markers of lipid peroxidation, compared to CC and CT genotypes. The -262T allele frequency
was 28% in Russians but only 17% in Buryats, demonstrating substantial population variation.
Inflammatory disease: The rs1001179 polymorphism has been studied in chronic hepatitis
C and ulcerative colitis99 chronic hepatitis
C and ulcerative colitis
Drozdov et al. Catalase gene rs1001179 polymorphism and
oxidative stress in patients with chronic hepatitis C and ulcerative colitis. Russian
Journal of Gastroenterology, Hepatology, Coloproctology, 2015,
with the A (T) allele showing significant correlation with antioxidants enzyme synthesis
patterns, suggesting it may affect regulation of the antioxidants system under inflammatory
stress.
No effect on male infertility: Despite catalase's importance for sperm protection,
a genetic association study found no link between rs1001179 and male infertility1010 a genetic association study found no link between rs1001179 and male infertility
Jafari
et al. Variation of the genes encoding antioxidants enzymes SOD2, GPX1, and CAT and
susceptibility to male infertility. Environmental Science and Pollution Research, 2023,
in contrast to significant associations with SOD2 and GPX1 variants.
Practical Actions
Catalase is a heme-containing enzyme, meaning it requires iron at its core. Unlike other antioxidants enzymes that can be supported through supplementation (glutathione, SOD mimetics), there are no direct catalase supplements with proven efficacy. The strategy is to support the broader antioxidants defense network and reduce oxidative burden.
Antioxidant support: Vitamins C and E work synergistically with catalase1111 Vitamins C and E work synergistically with catalase
Role of
Catalase in Oxidative Stress- and Age-Associated Degenerative Diseases. Oxidative
Medicine and Cellular Longevity, 2019.
Vitamin C can help preserve catalase activity by maintaining enzyme integrity, while
vitamin E protects cell membranes and proteins (including catalase) from oxidative damage.
Reduce oxidative burden: Lifestyle factors matter significantly for TT carriers. Heavy
alcohol consumption overwhelms catalase capacity, as the enzyme is involved in metabolizing
ethanol-derived hydrogen peroxide. One study found higher frequency of the T allele in
Caucasian patients with alcohol use disorder1212 higher frequency of the T allele in
Caucasian patients with alcohol use disorder
Xu et al. Alcohol-Induced Oxidative Stress
and the Role of Antioxidants in Alcohol Use Disorder. Antioxidants, 2022,
though results are mixed across populations. Smoking generates substantial oxidative
stress that demands high catalase activity.
Diet and metabolic control: For TT carriers with elevated HbA1c or triglycerides,
standard metabolic interventions become especially important. Dietary antioxidants
including polyphenols, vitamins, and minerals support endogenous antioxidants enzymes1313 Dietary antioxidants
including polyphenols, vitamins, and minerals support endogenous antioxidants enzymes
Dietary Antioxidants and Chronic Diseases. International Journal of Molecular Sciences,
2023. Coffee, tea, colorful fruits
and vegetables, nuts, and seeds provide concentrated antioxidants compounds.
Cancer screening: The prostate cancer association is strong enough to warrant consideration. TT carriers, particularly those with other risk factors (family history, African ancestry), should discuss appropriate screening intervals with their physician.
Interactions
Catalase works as part of a coordinated antioxidants defense system. Superoxide dismutase
(SOD2, rs4880) converts superoxide radicals to hydrogen peroxide, which catalase then
breaks down1414 Superoxide dismutase
(SOD2, rs4880) converts superoxide radicals to hydrogen peroxide, which catalase then
breaks down
Forman et al. First line defence antioxidants—superoxide dismutase (SOD),
catalase (CAT) and glutathione peroxidase (GPX): Their fundamental role in the entire
antioxidants defence grid. Alexandria Journal of Medicine, 2017.
Glutathione peroxidase (GPX1, rs1050450) provides a parallel pathway for clearing hydrogen
peroxide using glutathione as a cofactor. The related catalase variant rs794316 affects a
different region of the gene and has also been studied in cancer risk meta-analyses.
When multiple antioxidants enzyme variants co-occur — for example, reduced-function alleles
in both SOD2 and CAT — the oxidative burden increases synergistically. This may partly
explain why genetic studies of obesity and metabolic syndrome find that polymorphisms in
SOD2, CAT, and GPX1 together modulate oxidative stress markers1515 polymorphisms in
SOD2, CAT, and GPX1 together modulate oxidative stress markers
Vazquez-Carrera et al.
Genetic Variants in Antioxidant Genes Modulate the Relationships Among Obesity-Related
Oxidative Stress Markers. Antioxidants, 2024.
The methylation cycle indirectly affects catalase function: poor methylation capacity can impair synthesis of glutathione, which competes with catalase for hydrogen peroxide detoxification. See rs1801133 (MTHFR C677T) for methylation effects on the broader antioxidants system.
rs71748309
GSTT1 Null (Gene Deletion)
- Chromosome
- 22
- Risk allele
- D
Genotypes
Present — Normal GSTT1 enzyme function — full detoxification capacity for halogenated solvents and industrial toxins
Heterozygous — One functional GSTT1 copy — approximately 50% enzyme activity for solvent detoxification
Null (Deletion) — Complete GSTT1 gene deletion — no enzyme activity for halogenated solvent detoxification
The Missing Detoxifier — GSTT1 Gene Deletion
In roughly one in five people of European descent — and nearly half of East Asians — the GSTT1 gene is completely absent11 the GSTT1 gene is completely absent
GSTT1 was absent from 38% of the global population, with higher frequencies in Asian populations. Not mutated. Not damaged. Simply deleted from the genome entirely. This isn't a typo in your genetic code; it's a common polymorphism that eliminates an entire phase II detoxification enzyme22 eliminates an entire phase II detoxification enzyme
Homozygous deletion results in complete absence of enzyme activity.
GSTT133 GSTT1
glutathione S-transferase theta-1 belongs to a family of enzymes that conjugate glutathione to toxic compounds, making them water-soluble for elimination. While its relatives GSTM1 and GSTP1 handle a broad spectrum of toxins, GSTT1 has a narrower but critical substrate preference: industrial halogenated solvents44 industrial halogenated solvents
dichloromethane, ethylene oxide, methyl bromide, and methyl chloride, certain environmental carcinogens, and reactive metabolites from alcohol and tobacco smoke.
Without functional GSTT1, you can't efficiently detoxify these compounds. They linger longer in tissues, increasing oxidative DNA damage55 increasing oxidative DNA damage
GSTT1-null subjects showed 1.6-fold increase in genotoxicity from industrial exposures and creating a documented cancer risk that varies by exposure and ethnicity.
The Mechanism
GSTT1 is a phase II metabolizing enzyme66 phase II metabolizing enzyme
constitutively expressed in liver, kidney, lung, and gastrointestinal tract that catalyzes the conjugation of reduced glutathione (GSH) to electrophilic substrates. The gene is located at 22q11.2377 22q11.23
chromosome 22, cytogenetic band 11.23, in a gene cluster with its paralogues GSTT2 and GSTT2B.
The null variant results from a complete deletion of the entire gene88 complete deletion of the entire gene
deletion spans all five exons. Individuals inherit two copies (chromosomes), creating three possible states: both copies present (GSTT1-positive), one copy present (heterozygous), or both copies deleted (GSTT1-null). The deletion follows Mendelian intermediary inheritance99 Mendelian intermediary inheritance
gene-dosage effect with doubled expression in two functional alleles, where heterozygotes have roughly 50% enzyme activity compared to homozygous wild-type.
In GSTT1-null individuals, substrates cannot be efficiently conjugated and eliminated1010 substrates cannot be efficiently conjugated and eliminated
unable to perform biotransformation of toxic products via glutathione conjugation, leading to accumulation in tissues and increased oxidative stress.
Important limitation: This SNP (rs71748309) is a tag SNP used to infer GSTT1 deletion status, not a direct measurement of gene copy number. 23andMe does not reliably detect gene deletions1111 23andMe does not reliably detect gene deletions
SNPs used to assess GSTT1 variants were not available on v5 chip; detection accuracy is uncertain. Results should be interpreted with caution and confirmed with specialized testing if clinically important.
The Evidence
GSTT1 null status has been extensively studied across dozens of cancer types and populations. The most consistent associations emerge from large meta-analyses1212 large meta-analyses
combined evidence from 117+ studies totaling over 60,000 subjects:
Urinary system cancers: A meta-analysis of 117 studies1313 meta-analysis of 117 studies
26,666 cases, 37,210 controls found GSTT1 null genotype significantly increases risk (OR=1.13, 95% CI=1.05-1.22), with stronger effects for bladder cancer (OR=1.13) and prostate cancer (OR=1.14), particularly in Caucasians (OR=1.16) and Indians (OR=2.05).
Lung cancer: Among Asian populations, a meta-analysis of 23 studies1414 Asian populations, a meta-analysis of 23 studies
4,065 cases, 5,390 controls showed OR=1.28 (95% CI=1.10-1.49) for overall lung cancer risk. The effect was dramatically amplified in smokers: OR=1.94 (95% CI=1.27-2.96) for ever-smokers with GSTT1 null. Gene-environment interaction1515 Gene-environment interaction
heavy smokers (>60 pack-years) with GSTT1 null had OR=158.49.
Colorectal cancer: Pooled analysis of 46 case-control studies1616 Pooled analysis of 46 case-control studies
overall OR=1.21, 95% CI=1.10-1.33 showed increased risk in both Asians and Caucasians, with stronger association for rectal cancer (OR=1.13).
Breast cancer: Results vary by population. Chinese population meta-analysis1717 Chinese population meta-analysis
OR=1.31, 95% CI=1.02-1.67, though other studies show weaker or null associations. Asian-focused meta-analysis1818 Asian-focused meta-analysis
OR=1.19, 95% CI=1.01-1.41.
Alcohol metabolism: GSTT1 null genotype increases oxidative stress from alcohol1919 increases oxidative stress from alcohol
reactive oxygen species accumulate when GSTT1 is absent, contributing to liver disease risk in chronic drinkers. The enzyme helps detoxify acetaldehyde-derived reactive metabolites.
Chemotherapy toxicity: GSTT1 null individuals show higher risk of severe gastrointestinal toxicity2020 higher risk of severe gastrointestinal toxicity
from chemoradiation therapy in cervical cancer and increased drug-induced liver injury risk2121 increased drug-induced liver injury risk
PharmGKB very important pharmacogene designation.
Evidence level is strong for urinary and lung cancers, moderate for colorectal and breast cancers. The gene-environment interactions with smoking, occupational solvent exposure, and alcohol are well-established.
Practical Actions
If you carry the GSTT1 null genotype, you lack a specialized detoxification pathway. Compensation requires reducing substrate exposure2222 reducing substrate exposure
minimize halogenated solvents, smoking, and heavy alcohol and supporting alternative glutathione-dependent pathways.
Avoidance strategies: Minimize exposure to GSTT1-specific substrates2323 GSTT1-specific substrates
dichloromethane in paint strippers, ethylene oxide in sterilization, halomethanes in chlorinated water. If you smoke, quitting is especially critical — the interaction between tobacco and GSTT1 null multiplies cancer risk2424 the interaction between tobacco and GSTT1 null multiplies cancer risk
OR increases from 1.28 baseline to 1.94 in smokers. Limit alcohol intake to reduce acetaldehyde burden.
Glutathione support: Cruciferous vegetables2525 Cruciferous vegetables
broccoli, Brussels sprouts, cabbage, kale are rich in glutathione precursors and upregulate remaining GST enzymes2626 upregulate remaining GST enzymes
isothiocyanates induce compensatory GST activity. However, effectiveness varies by genotype2727 varies by genotype
GSTT1 null individuals may have blunted response to cruciferous induction.
Antioxidant support: Alpha-lipoic acid regenerates oxidized glutathione2828 Alpha-lipoic acid regenerates oxidized glutathione
enhances intracellular and extracellular glutathione concentrations. Selenium supports glutathione recycling2929 Selenium supports glutathione recycling
key cofactor for glutathione peroxidase. N-acetylcysteine (NAC) provides cysteine3030 N-acetylcysteine (NAC) provides cysteine
rate-limiting precursor for glutathione synthesis.
Medical monitoring: Consider more frequent cancer screening3131 cancer screening
especially for urinary tract and lung if you have additional risk factors (smoking history, occupational exposures). Discuss GSTT1 status with your oncologist if undergoing chemotherapy — certain regimens carry higher toxicity risk3232 certain regimens carry higher toxicity risk
drug-induced liver injury.
Interactions
GSTT1 doesn't operate alone. The glutathione S-transferase superfamily includes GSTM1 (rs1138272) and GSTP1 (rs1695), all working in concert to detoxify environmental toxins. Combined null genotypes amplify risk3333 Combined null genotypes amplify risk
dual GSTM1/GSTT1 null increases prostate cancer OR.
Oxidative stress defense: GSTT1 interacts with other antioxidant genes including SOD2 (rs4880) and GPX1 (rs1050450)3434 SOD2 (rs4880) and GPX1 (rs1050450)
combined polymorphisms increase oxidative damage. Genetic risk scores combining these variants3535 Genetic risk scores combining these variants
five-risk-genotype combinations increased metabolic syndrome risk.
Methylation pathway: Glutathione synthesis requires homocysteine-to-cysteine conversion3636 homocysteine-to-cysteine conversion
via the transsulfuration pathway. MTHFR variants (rs1801133, rs1801131) that elevate homocysteine may reduce glutathione availability3737 elevate homocysteine may reduce glutathione availability
MTHFR and GST polymorphisms studied together in oxidative stress conditions.
Smoking interaction: The multiplicative effect of smoking with GSTT1 null3838 multiplicative effect of smoking with GSTT1 null
lung cancer OR=158.49 for heavy smokers represents one of the strongest gene-environment interactions in cancer epidemiology. Similarly, occupational solvent exposure in GSTT1 null individuals3939 occupational solvent exposure in GSTT1 null individuals
increased risk of chronic toxic encephalopathy.
Cruciferous vegetable response: Effectiveness of dietary detox support varies by GST genotype4040 varies by GST genotype
GSTT1-null individuals may have altered response to isothiocyanates, though cruciferous intake still provides glutathione precursors4141 cruciferous intake still provides glutathione precursors
even without enzyme induction.
Proposed compound actions for supervisor review:
1. GSTT1 null + GSTM1 null (dual null genotype)
- Genotypes: rs71748309 DD + rs1138272 DD (or equivalent GSTM1 deletion marker)
- Combined effect: Complete loss of both theta and mu GST classes, severely compromising phase II detoxification
- Evidence: OR for lung cancer increases to 8.25 with dual deletion (PMID: 18463401)
- Recommendation: Strict avoidance of industrial solvents, smoking cessation mandatory, high-dose glutathione support (NAC 600mg twice daily, liposomal glutathione 500mg, alpha-lipoic acid 600mg), quarterly liver function monitoring
- Evidence level: strong
- Action type: lifestyle + supplement + monitoring
2. GSTT1 null + GSTP1 Ile105Val (rs1695 AG/GG)
- Genotypes: rs71748309 DD + rs1695 AG or GG
- Combined effect: Loss of GSTT1 plus reduced GSTP1 activity creates broad detoxification impairment
- Evidence: Elevated risk for prostate cancer and chemotherapy toxicity (PMID: 17707637)
- Recommendation: Enhanced cruciferous vegetable intake (3+ servings daily) to upregulate remaining GSTP1, avoid pesticides and herbicides, comprehensive antioxidant support
- Evidence level: moderate
- Action type: diet + avoidance
3. GSTT1 null + heavy smoking exposure
- Genotypes: rs71748309 DD + current or former smoker (>10 pack-years)
- Combined effect: Multiplicative cancer risk — lung cancer OR increases from 1.28 to 158.49 for heavy smokers
- Evidence: Multiple meta-analyses (PMID: 23637998, 15105047)
- Recommendation: Smoking cessation is non-negotiable, annual low-dose CT lung cancer screening starting age 50, NAC 1200mg daily for ex-smokers
- Evidence level: established
- Action type: avoidance + monitoring
4. GSTT1 null + MTHFR C677T homozygous (rs1801133 AA)
- Genotypes: rs71748309 DD + rs1801133 AA
- Combined effect: Impaired methylation reduces glutathione synthesis (homocysteine can't efficiently convert to cysteine)
- Evidence: GST and MTHFR polymorphisms studied together in oxidative stress (PMID: 24339523)
- Recommendation: Methylated B-vitamin complex (methylfolate 800mcg, methylB12 1000mcg, B6 50mg), NAC 600mg twice daily to bypass transsulfuration bottleneck
- Evidence level: moderate
- Action type: supplement
5. GSTT1 null + SOD2 Ala16Val (rs4880 GG)
- Genotypes: rs71748309 DD + rs4880 GG
- Combined effect: Reduced mitochondrial superoxide dismutase plus absent GSTT1 increases oxidative damage
- Evidence: Combined polymorphisms increase metabolic syndrome risk (PMID: 31396447)
- Recommendation: Mitochondrial antioxidant stack (CoQ10 200mg ubiquinol, alpha-lipoic acid 600mg, selenium 200mcg), reduce environmental oxidant exposure
- Evidence level: moderate
- Action type: supplement + lifestyle