Article
Metabolic Profiling of Epigenetic Aging and Its Associations With Aging-Related Phenotypes and Modifiable Lifestyle Factors.
Aging cell - 1 Sept 2026
Zhao Xunying, Ma Tianpei, Xia Maoyao, Dui Xinyang, Zhong Yangdan, Chen Xin, Qu Yang, Lei Bowen, Zhao Qingwen, Wu Xueyao, Yan Haiyu, Zhang Xingyu, Jiang Ke, Hu Lin, Long Lu, Fan Mengyu, Liao Jiaqiang, Zhang Tao, Jiang Xia, Li Jiayuan, Zhang Ben
Abstract excerpt
Epigenetic aging biomarkers are well-established hallmarks of biological aging, yet their metabolic underpinnings remain largely unexplored. Here, we characterized metabolic signatures associated with five epigenetic aging biomarkers (HorvathAge, HannumAge, DNAmPhenoAge, DunedinPACE, and DNAmTL) and examined their clinical relevance and potential determinants in 7162 Chinese older adults from two cohorts (primary...
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