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HbA1c

Where your DNA places you among other people, and the studies behind it.

General information

Not tailored to your result, and not medical advice

Reduce Refined Carbohydrate Intake: Refined carbohydrates and added sugars produce rapid glucose spikes that contribute to hemoglobin glycation. Replacing them with whole grains, legumes, and other high-fiber foods is associated with lower postprandial glucose and modest reductions in HbA1c in randomized trials. PLOS Medicine

Exercise Consistently: In people with type 2 diabetes, structured exercise training is associated with an average HbA1c reduction of about 0.67%, with similar benefit from aerobic, resistance, and combined training. More than 150 minutes per week is associated with larger reductions, so consistency matters. JAMA

Manage Body Weight: Excess body fat, particularly visceral fat, is a major driver of insulin resistance and higher glucose. In the Diabetes Prevention Program, an intensive lifestyle program targeting about 7% weight loss and 150 minutes of weekly activity reduced progression to type 2 diabetes by 58% in high-risk adults. New England Journal of Medicine

Know Where Your HbA1c Sits: HbA1c reflects average blood glucose over roughly three months, so it catches a drifting trend that a single reading would miss. It is a routine blood test, and knowing your own number gives lifestyle changes something concrete to move. CDC

Optimize Sleep and Stress: Experimental sleep restriction reduces whole-body insulin sensitivity by roughly 20-25%, and chronic stress raises cortisol, both of which can push average glucose upward. Prioritizing adequate sleep and managing stress may help support glycemic control alongside diet and exercise. PMC

Genetics vs Environment

How much of this is genetic?

Genetics explains 50% of why people differ in this trait. The rest is environment, daily habits and chance.

Heritability estimate: Simonis-Bik et al. 2008, Twin Res Hum Genet

About HbA1c

Background and further reading

HbA1c (glycated hemoglobin) measures the percentage of hemoglobin molecules that have glucose attached to them. Because red blood cells circulate for roughly 120 days, HbA1c reflects average blood glucose over the preceding 2-3 months. It is more stable than a single fasting glucose reading and is used both to diagnose diabetes and to monitor long-term glucose control. Under American Diabetes Association criteria, an HbA1c below 5.7% is normal, 5.7-6.4% indicates prediabetes, and 6.5% or higher indicates diabetes.[1]

Genetic Basis: Twin studies place the heritability of HbA1c in non-diabetic people at roughly 40-60%.[2] A large multi-ancestry genome-wide meta-analysis of up to ~159,000 people identified about 60 common variants and classified them into two biologically distinct groups: glycemic variants, which affect insulin secretion and glucose regulation and track with type 2 diabetes risk, and erythrocytic (non-glycemic) variants, which act through red blood cell and hemoglobin biology rather than glucose.[3] Because erythrocytic variants - for example in HBB, ANK1, or G6PD - shift HbA1c without changing actual blood sugar, they can make HbA1c a misleading diabetes test in some carriers. The G6PD A− variant (rs1050828), common in people of African ancestry, lowers HbA1c and can mask hyperglycemia.[3][4]

Environmental Factors: Because HbA1c reflects average glucose, most factors that influence blood sugar influence it: diet quality, physical activity, body weight, stress, and sleep. In trials, higher dietary fiber and whole-grain intake is associated with modest reductions in HbA1c,[5] and short sleep and chronic stress are linked to reduced insulin sensitivity and higher glucose.[6] Separately, conditions that change red blood cell turnover - such as iron-deficiency anemia, recent blood loss, hemolysis, or advanced kidney disease - can raise or lower HbA1c independently of glucose, so results should be interpreted in context. Its weeks-to-months averaging makes HbA1c a better marker of sustained habits than a single glucose measurement.

How this was calculated

The published research behind your score, and the variants it draws on.

Study Details

28 published scores from 9 studies

The HbA1c score combines 28 polygenic scores drawn from 9 published studies.

Weissbrod O (2022). Leveraging fine-mapping and multipopulation training data to improve cross-population polygenic risk scores. Nat Genet: 1.1M

Zhang Y (2022). Genetic determinants of cardiometabolic and pulmonary phenotypes and obstructive sleep apnoea in HCHS/SOL. EBioMedicine: 849k

Chen J (2021). The trans-ancestral genomic architecture of glycemic traits. Nat Genet: 1.0M

Monti R (2024). Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning. Am J Hum Genet: 1.0M

Truong B (2024). Integrative polygenic risk score improves the prediction accuracy of complex traits and diseases. Cell Genom: 6.7M

Jung H (2024). Integration of risk factor polygenic risk score with disease polygenic risk score for disease prediction. Commun Biol: 1.1M

Ding Y (2022). Polygenic scoring accuracy varies across the genetic ancestry continuum in all human populations bioRxiv: 980k

Privé F (2022). Portability of 245 polygenic scores when derived from the UK Biobank and applied to 9 ancestry groups from the same cohort Am J Hum Genet: 737k

Sinnott-Armstrong N (2021). Genetics of 35 blood and urine biomarkers in the UK Biobank. Nat Genet: 15k

Sources

American Diabetes Association Professional Practice Committee Diagnosis and Classification of Diabetes: Standards of Care in Diabetes. Diabetes Care (2024)

Simonis-Bik AM, et al. The heritability of HbA1c and fasting blood glucose in different measurement settings. Twin Research and Human Genetics (2008)

Wheeler E, et al. Impact of common genetic determinants of Hemoglobin A1c on type 2 diabetes risk and diagnosis in ancestrally diverse populations: A transethnic genome-wide meta-analysis. PLOS Medicine (2017)

Leong A, et al. Genetics of HbA1c: a case study in clinical translation. Current Opinion in Genetics & Development (2018)

Reynolds AN, et al. Dietary fiber and whole grains in diabetes management: Systematic review and meta-analyses. PLOS Medicine (2020)

Briançon-Marjollet A, et al. The impact of sleep disorders on glucose metabolism: endocrine and molecular mechanisms. Diabetology & Metabolic Syndrome (2015)

Related Traits

These traits are influenced by some of the same genes and variants as this one

Fasting Glucose: Blood sugar levels after overnight fasting, a key marker of metabolic health and diabetes risk.

Type 2 Diabetes: A metabolic disorder characterized by insulin resistance and progressive beta cell dysfunction.

Body Mass Index: A measure of body weight relative to height, used as a proxy for overall adiposity.

Back to All Traits

Content updated August 2026.

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