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Select Small Non‐Coding <scp>RNAs</scp> Are Determinants of Survival in Older Adults

Kraus V. Ma S. Naz S. Zhang X. Vann C. Orenduff M. Kraus W. Shen S. Huebner J. Chou C. Kummerfeld E. Cohen H. Aliferis C (2026). Select Small Non‐Coding <scp>RNAs</scp> Are Determinants of Survival in Older Adults. Aging Cell, 25(3), https://doi.org/10.1111/acel.70403

Authors
Virginia Byers Kraus, Sisi Ma, Syeda Iffat Naz, Xin Zhang, Christopher G. Vann, Melissa C. Orenduff, William E. Kraus, Steven Shen, Janet L. Huebner, Ching‐Heng Chou, Erich Kummerfeld, Harvey Jay Cohen, Constantin F. Aliferis
Journal
Aging Cell
First published
2026
Type
Journal Article
DOI
10.1111/acel.70403

Abstract

ABSTRACT
To investigate the relevance of small RNAs to human longevity, we pursued three goals: (a) to validate epigenetic (small RNA) factors underlying survival of older adults, (b) to develop and validate prediction models of survival for potential clinical application, and (c) to identify plausible druggable targets prolonging longevity. We evaluated 828 small non‐coding RNAs—687 microRNAs (miRNAs) and 141 piwi‐interacting RNAs (piRNAs)—in baseline plasma from 1271 community‐dwelling older adults (≥ 71 years) in the Duke‐EPESE study. Our predictive model incorporating smRNAs, clinical variables (demographics, lifestyle, mood, physical function, standard clinical laboratory tests, NMR‐derived lipids and metabolites, and medical conditions) and age achieved strong performance, with cross‐validated AUCs of 0.92 for 2‐year survival in Discovery and 0.87 in external Validation. Nine piRNAs, all reduced in longer‐lived individuals, were identified as potential therapeutic targets. Under the assumption of causal sufficiency, these data provide causal evidence linking circulating small RNAs with survival outcomes in humans. While such inference does not replace experimental validation, it complements mechanistic studies by identifying candidate molecular drivers most relevant to human longevity. Supporting biological plausibility, reduced piRNA biogenesis has been shown to double lifespan in C elegans. Together, our findings identify circulating piRNAs and miRNAs as promising biomarkers and potential therapeutic targets to advance human longevity.

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