Identification of DNA methylation signatures of smoking in women and associations with cardiovascular disease mortality
Tobacco smoking is critical risk factor for cardiovascular disease (CVD) and mortality, with epigenetics implicated as a key biological mechanism. Smoking disproportionately impacts CVD risk in women; however, limited research has examined smoking-associated DNA methylation (DNAm) changes in women. We measure whole blood DNAm (EPICv2) and self-reported smoking (three-category, pack-years, and years since cessation) via questionnaires in 6,005 Women’s Health Initiative Memory Study participants. We perform epigenome-wide association studies and develop epigenetic predictors of each smoking phenotype, and compare DNAm and self-reported pack-years for CVD-related and all-cause mortality prediction. Here we find 20,388 FDR-significant sites related to current smoking, 2149 for former smoking, 14,709 for pack-years, and 753 for smoking cessation. The epigenetic predictors of smoking activity are highly correlated with their respective phenotypes and DNAm pack-years outperforms self-reported pack-years in mortality prediction. We report robust validation of previous findings, novel smoking associations in women, and introduce epigenetic predictors of smoking activity. Using a large cohort of women, the authors identify DNA methylation sites associated with smoking and develop novel epigenetic predictors of smoking exposure; the epigenetic predictor of pack-years outperformed self-reported pack-years in predicting cardiovascular and all-cause mortality.
Authors
- Nora Franceschini (ORCID: https://orcid.org/0009-0001-8346-3662)
- Caroline M. Nievergelt (ORCID: https://orcid.org/0000-0001-5766-8923)
- Dennis Khodasevich (ORCID: https://orcid.org/0000-0003-1412-8251)
- Marcia L. Stefanick (ORCID: https://orcid.org/0000-0002-0284-6996)
- Andrés Cárdenas (ORCID: https://orcid.org/0000-0003-2284-3298)
- Anne K. Bozack (ORCID: https://orcid.org/0000-0003-0046-5767)
- Lisa W. Martin
- R De La Rosa
- Adam X. Maihofer
- Robert Wallace
- Aladdin H. Shadyab
Institutions
- University of North Carolina at Chapel Hill (US)
- University of Iowa (US)
- George Washington University (US)
- University of California San Diego (US)
- VA San Diego Healthcare System (US)
- Human Longevity (United States) (US)
- New York University (US)
- University of California, Berkeley (US)
- Stanford University (US)
Publication Details
- Journal
- Communications Biology
- Published
- 2026-06-09
- DOI
- https://doi.org/10.1038/s42003-026-10454-y
- Primary Topic
- Epigenetics and DNA Methylation
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- U.S. Department of Health and Human Services
- Ohio State University
- Wake Forest University
- National Institutes of Health
- University at Buffalo
- National Heart, Lung, and Blood Institute