%A Khodasevich, Dennis 
%A Gladish, Nicole 
%A Daredia, Saher 
%A Bozack, Anne K. 
%A Shen, Hanyang 
%A Nwanaji-Enwerem, Jamaji C. 
%A Needham, Belinda L. 
%A Rehkopf, David H. 
%A Cardenas, Andres 
%D 2025
%T Exposome-wide association study of environmental chemical exposures and epigenetic aging in the national health and nutrition examination survey
%! Exposome-wide association study of environmental chemical exposures and epigenetic aging in the national health and nutrition examination survey
%K epigenetic aging, environmental exposures, exposome, epigenetics, aging
%X Epigenetic clocks can serve as pivotal biomarkers linking environmental exposures with biological aging. However, research on the influence of environmental exposures on epigenetic aging has largely been limited to a small number of chemicals and specific populations. We harnessed data from the National Health and Nutrition Examination Survey 1999-2000 and 2001-2002 cycles to examine exposome-wide associations between environmental exposures and epigenetic aging. A total of 8 epigenetic aging biomarkers were obtained from whole blood in 2,346 participants ranging from 50-84 years of age. A total of 64 environmental exposures including phthalates, metals, pesticides, dioxins, and polychlorinated biphenyls (PCBs) were measured in blood and urine. Associations between log2-transformed/standardized exposure measures and epigenetic age acceleration (EAA) were assessed using survey-weighted generalized linear regression. A 1 standard deviation (SD) increase in log2 serum cadmium levels was associated with higher GrimAge acceleration (beta = 1.23 years, p = 3.63e-06), higher GrimAge2 acceleration (beta = 1.27 years, p = 1.62e-05), and higher DunedinPoAm (beta = 0.02, p = 2.34e-05). A 1 SD increase in log2 serum cotinine levels was associated with higher GrimAge2 acceleration (beta = 1.40 years, p = 6.53e-04) and higher DunedinPoAm (beta = 0.03, p = 6.31e-04). Associations between cadmium and EAA across several clocks persisted in sensitivity models adjusted for serum cotinine levels, and other associations involving lead, dioxins, and PCBs were identified. Several environmental exposures are associated with epigenetic aging in a nationally representative US adult population, with particularly strong associations related to cadmium and cotinine across several epigenetic clocks.
%U https://doi.org/10.18632/aging.206201
%J Aging
%0 Journal Article
%V 17
%N 2
%P 408-430
%R 10.18632/aging.206201
%@ 1945-4589