Hemoglobin A1c, Fasting Plasma Glucose, and 2-hour Plasma Glucose Distributions in U.S. Population Subgroups: NHANES 2005-2010
Overview
Affiliations
Purpose: Although mean concentrations of hemoglobin A1c (A1C), fasting plasma glucose, and 2-hour plasma glucose differ by demographics, it is unclear what other characteristics of the distributions may differ, such as the amount of asymmetry of the distribution (skewness) and shift left or right compared with another distribution (shift).
Methods: Using kernel density estimation, we created smoothed plots of the distributions of fasting plasma glucose (N = 7250), 2-hour plasma glucose (N = 5851), and A1C (N = 16,209) by age, race-ethnicity, and sex in the 2005-2010 National Health and Nutrition Examination Survey, a nationally representative sample of U.S. adults including people with and without diabetes. We tested differences in distributions using cumulative logistic regression.
Results: The distributions were generally unimodal and right-skewed. All distributions were shifted higher and more right-skewed for older age groups (P < .001 for each marker). Compared with non-Hispanic whites, the distribution of fasting plasma glucose was shifted higher for Mexican-Americans (P = .01), whereas the distribution of A1C was shifted higher for non-Hispanic blacks (P < .001). The distribution of fasting plasma glucose was shifted higher for men (P < .001) and the distribution of 2-hour plasma glucose was shifted higher for women (P = .01).
Conclusions: We provide a graphic reference for comparing these distributions and diabetes cut-points by demographic factors.
Liu H, Li T, Chen X, Yu H, Yu Y World J Diabetes. 2025; 16(2):101779.
PMID: 39959272 PMC: 11718471. DOI: 10.4239/wjd.v16.i2.101779.
Nathan D, Herman W, Larkin M, Krause-Steinrauf H, Abou Assi H, Ahmann A Diabetes Care. 2024; 47(12):2155-2163.
PMID: 39312277 PMC: 11655407. DOI: 10.2337/dc24-1362.
Koller K, Nash S, Beans J, Day G, Hiratsuka V, Lin A Int J Circumpolar Health. 2024; 83(1):2343143.
PMID: 38691019 PMC: 11064735. DOI: 10.1080/22423982.2024.2343143.
LeBlanc E, Pittas A, Nelson J, Chatterjee R, Rasouli N, Rhee M BMJ Open Diabetes Res Care. 2024; 12(1).
PMID: 38350671 PMC: 10862329. DOI: 10.1136/bmjdrc-2023-003613.
A Bayesian Inference Based Computational Tool for Parametric and Nonparametric Medical Diagnosis.
Chatzimichail T, Hatjimihail A Diagnostics (Basel). 2023; 13(19).
PMID: 37835877 PMC: 10572594. DOI: 10.3390/diagnostics13193135.