Key result
Cancer history is linked to ~14% higher all-cause mortality, partly mediated by phenotypic age acceleration.
Why the study?
Cancer survivors may experience accelerated biological aging compared to cancer-free individuals, but the role of biological aging in mediating mortality risk in cancer survivors is unclear.
Does phenotypic age acceleration mediate the association between cancer history and mortality in US adults?
Cohort (n=5,972)
Does phenotypic age acceleration mediate the association between cancer history and mortality in US adults?
Hazard Ratio: 1.14 (95% CI 1.05–1.26)
Absolute Event Rate: 46.8% vs 40.8%
Phenotypic age acceleration partially mediates the increased risk of all-cause and cancer-specific mortality in cancer survivors, suggesting that targeting biological aging could improve long-term survivorship.
Supports exploration of aging-targeted interventions in cancer survivors; leaves open whether phenotypic age acceleration is a modifiable mediator.
Cancer survivors may have an accelerated biological aging process compared to cancer-free individuals. In this study, we aimed to investigate associations between clinical measures of biological aging and mortality (all-cause, cancer, and cardiovascular disease [CVD]) and examine whether the association between cancer history and mortality is mediated by biological aging. Data from the National Health and Nutrition Examination Survey (NHANES) 1999–2010, with follow-up through 31 December 2019, were used. A total of 1,493 cancer survivors and 4,479 matched non-cancer individuals aged ≥20 years were included. Cox regression models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Biological age (BA) was measured by phenotypic age (PhenoAge) based on nine clinical biomarkers. The mediating effect of biological age was assessed using structural equation models with the bootstrapping method by estimating indirect (IE) and direct (DE) effects from cancer history to mortality. Compared to non-cancer individuals, cancer survivors had accelerated PhenoAge. The association between cancer history and all-cause mortality risk was partially mediated by PhenoAge acceleration (HR IE = 1.02, 95% CI: 1.01–1.03). Accelerated PhenoAge also partially mediated the association between cancer history and cancer-specific mortality (HR IE = 1.06, 95% CI: 1.01–1.18). In particular, PhenoAge acceleration mediated 15.5% and 24.1% of the associations of cancer history with all-cause and cancer-specific mortality, respectively. Our results highlight the importance of decelerating the biological aging process among cancer survivors, which may improve survivorship and long-term health in this population.
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Tao et al. (2026) conducted a cohort in Cancer history and mortality (n=5,972). Cancer history vs. No cancer history was evaluated on All-cause mortality (HR 1.14, 95% CI 1.05-1.26). Cancer history was associated with an increased risk of all-cause mortality (HR 1.14), with phenotypic age acceleration mediating 15.5% of this association.
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