Epigenetic Clocks of Biological Aging and Cognitively Healthy Longevity: The Women’s Health Initiative Memory Study
BACKGROUND: Little is known about whether epigenetic age acceleration (EAA) clocks are capable of predicting exceptional longevity with or without preserved cognitive function. METHODS: We examined 5844 women from the Women's Health Initiative Memory Study. Fifteen epigenetic clocks were measured at baseline (1996-1999). Longevity outcomes were defined as: 1) survival to age 90 with preserved cognition (n = 1726, 29.5%); or 2) survival to age 90 with cognitive impairment (n = 956, 16.4%); vs. 3) death before age 90 (n = 2611, 44.7%). Logistic regression models examined associations between the 15 clocks and survival to age 90 (vs. death before age 90), adjusting for covariates. Multinomial logistic regression models examined associations with survival to age 90 without cognitive impairment and survival to age 90 with cognitive impairment (each vs. death before age 90), also adjusting for covariates. RESULTS: Each standard deviation increase in EAA for the first-generation clocks was associated with 7%-18% reduced odds of survival to age 90 vs. earlier death. Stronger associations were observed for second- and third-generation clocks, including AgeAccelGrim2 (OR = 0.66; 95% CI 0.61-0.71), PCGrimAge (OR = 0.64; 95% CI 0.59-0.69), PCPhenoAge (OR = 0.73; 95% CI 0.68-0.78) and DunedinPACE (OR = 0.77; 95% CI 0.72-0.82). None of the clocks was more strongly associated with survival to age 90 with preserved cognition than with survival to age 90 with cognitive impairment, relative to death before age 90. CONCLUSION: All epigenetic clocks were associated with exceptional longevity, but none were associated with cognitive healthspan. Developing clocks that can differentiate long survival with and without preserved cognitive function is critical.
Authors
- Steve Horvath (ORCID: https://orcid.org/0000-0002-4110-3589)
- Aladdin H. Shadyab (ORCID: https://orcid.org/0000-0002-9693-0522)
- Kenneth B. Beckman (ORCID: https://orcid.org/0000-0001-8876-0706)
- Steve Nguyen (ORCID: https://orcid.org/0000-0002-5193-7042)
- Mark A. Espeland
- Bowei Zhang
- Luigi Ferrucci
- Andrea Z. LaCroix
- Caroline Nievergelt
- Adam X Maihofer
- Ake T. Lu
- Susan M. Resnick
- Linda K. McEvoy
- Stephen R. Rapp
Institutions
- National Institutes of Health (US)
- University of Minnesota (US)
- University of California, Los Angeles (US)
- University of California San Diego (US)
- Kaiser Permanente Washington Health Research Institute (US)
- Behavioral Pharma (United States) (US)
- VA San Diego Healthcare System (US)
- Human Longevity (United States) (US)
- National Institute on Aging (US)
- Spectral Labs (United States) (US)
- Wake Forest University (US)
Publication Details
- Journal
- The Journals of Gerontology Series A
- Published
- 2026-09-01
- DOI
- https://doi.org/10.1093/gerona/glag215
- Primary Topic
- Epigenetics and DNA Methylation
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- U.S. Department of Health and Human Services
- National Institutes of Health
- National Heart, Lung, and Blood Institute