p16INK4a and DNA methylation clocks in women treated with chemotherapy for early breast cancer
Abstract Candidate biomarkers of biologic aging include p16 INK4a (p16) expression in peripheral blood T cells, a marker of cellular senescence, and whole-blood DNA methylation (DNAm) clocks, markers of epigenetic aging. Both have been associated with age-accelerating conditions, including cancer and chemotherapy, but their relationship has been inadequately studied. Biomarkers were evaluated in women with early breast cancer ( n = 251) and non-cancer controls ( n = 49). T-cell p16 expression and five DNAm clocks (Horvath, Hannum, PhenoAge, GrimAge, and Dunedin Pace of Aging [mPoA]) were measured. Baseline associations were assessed using Pearson correlations, and biomarker levels were compared between groups using age-adjusted linear regression models controlling for race, ethnicity, and BMI. In a subset of patients receiving chemotherapy, pre- and post-treatment changes were analyzed. Baseline correlations between p16 and DNAm clocks were weak in both cancer patients and controls ( r < 0.3). No significant associations were observed between p16 and Horvath or mPoA clocks. In contrast, Hannum, GrimAge, and PhenoAge were significantly higher in women with breast cancer, and these differences remained after adjustment for covariates. Following chemotherapy, p16 increased significantly within 3–6 months, whereas Horvath, PhenoAge, GrimAge, and mPoA showed no significant change. Hannum age increased modestly ( p = 0.02). T-cell p16 and whole-blood DNAm clocks were only weakly correlated and demonstrated different responses to chemotherapy. These findings suggest that cellular senescence and epigenetic clocks reflect distinct aspects of biologic aging and may respond differently to cancer and its treatment.
Authors
- Jingran Ji (ORCID: https://orcid.org/0000-0002-7284-0709)
- Hyman B. Muss (ORCID: https://orcid.org/0000-0003-2862-9970)
- Nathan K. LeBrasseur (ORCID: https://orcid.org/0000-0002-2002-0418)
- Mina S. Sedrak (ORCID: https://orcid.org/0000-0002-8379-391X)
- Thomas A. White (ORCID: https://orcid.org/0000-0002-5013-9129)
- Yuan Chun Ding (ORCID: https://orcid.org/0000-0001-5578-6942)
- Susan L. Neuhausen (ORCID: https://orcid.org/0000-0001-5053-0390)
- Kirsten Nyrop
- Canlan Sun
- Natalia Mitin
Institutions
- University of North Carolina at Chapel Hill (US)
- Research Triangle Park Foundation (US)
- City of Hope (US)
- Mayo Clinic in Arizona (US)
- Charles R. Drew University of Medicine and Science (US)
Publication Details
- Journal
- GeroScience
- Published
- 2026-09-10
- DOI
- https://doi.org/10.1007/s11357-026-02521-3
- Primary Topic
- Epigenetics and DNA Methylation
- Type
- article
- Field-Weighted Citation Impact
- 0.00