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Metabolomic Profiling of Telomere Length: Associations with Aging-related Phenotypes and Modifiable Lifestyle Factors in Chinese Older Adults

Tianpei Ma, Xunying Zhao, Ke Jiang, Lei Lin, Lanjin Xu, Nan Yang, Xin Chen, Qingwen Zhao, Xingyu Zhang, Haiyu Yan, Xinyang Dui, Jinyu Xiao, Mengyu Fan, Lu Long, Jiaqiang Liao, Tao Zhang, Xia Jiang, Jiayuan Li

The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences · 2026

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Abstract Background Telomere length (TL) is a well-established biomarker of cellular senescence, yet the metabolic profile of TL and its associations with aging-related phenotypes and responses to modifiable lifestyle factors remain unclear. Methods TL was measured using quantitative real-time polymerase chain reaction (qPCR) in 282 participants from the West China Health and Aging Cohort (WCHAC). Plasma metabolites were analyzed using Liquid Chromatography-tandem Mass Spectrometry. TL-associated metabolic signatures (Met-TL) were identified through elastic net regression models. Associations between Met-TL and aging-related phenotypes and modifiable lifestyle factors were evaluated using linear and logistic regression models in a larger, non-overlapping sample of 5,957 WCHAC participants. Furthermore, we employed mediation analysis to explore the mediating effects of Met-TL between lifestyle factors and aging-related diseases. Results We identified a plasma metabolite signature comprising 26 metabolites explaining 17.5% of TL variance. Met-TL significantly associated with aging-related phenotypes (44 Bonferroni-corrected associations) and modifiable lifestyle factors (4 associations). Notably, Met-TL showed robust associations with steatohepatitis and hepatic biomarkers. Mediation analysis revealed that Met-TL partially explained the protective association between healthy lifestyle and steatohepatitis, with a mediation proportion of 8.2%. Conclusion These findings provide novel insights into the metabolic profile of TL in older adults. The Met-TL may serve as a promising biomarker of cellular aging, particularly in identifying liver dysfunction, facilitating the development of personalized aging monitoring and anti-aging intervention strategies.

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Autor:innen
Tianpei Ma, Xunying Zhao, Ke Jiang, Lei Lin, Lanjin Xu, Nan Yang, Xin Chen, Qingwen Zhao, Xingyu Zhang, Haiyu Yan, Xinyang Dui, Jinyu Xiao, Mengyu Fan, Lu Long, Jiaqiang Liao, Tao Zhang, Xia Jiang, Jiayuan Li
Quelle
The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences
Publikation
2026-01-01
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ISSN / ISBN
1079-5006, 1758-535X
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Tianpei Ma, Xunying Zhao, Ke Jiang, Lei Lin, Lanjin Xu, Nan Yang, Xin Chen, Qingwen Zhao, Xingyu Zhang, Haiyu Yan, Xinyang Dui, Jinyu Xiao, Mengyu Fan, Lu Long, Jiaqiang Liao, Tao Zhang, Xia Jiang, Jiayuan Li (2026). Metabolomic Profiling of Telomere Length: Associations with Aging-related Phenotypes and Modifiable Lifestyle Factors in Chinese Older Adults. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences. https://doi.org/10.1093/gerona/glag209
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