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DNA methylation clocks for estimating biological age in Chinese cohorts.

Authors :
Zheng Z
Li J
Liu T
Fan Y
Zhai QC
Xiong M
Wang QR
Sun X
Zheng QW
Che S
Jiang B
Zheng Q
Wang C
Liu L
Ping J
Wang S
Gao DD
Ye J
Yang K
Zuo Y
Ma S
Yang YG
Qu J
Zhang F
Jia P
Liu GH
Zhang W
Source :
Protein & cell [Protein Cell] 2024 Jul 20; Vol. 15 (8), pp. 575-593.
Publication Year :
2024

Abstract

Epigenetic clocks are accurate predictors of human chronological age based on the analysis of DNA methylation (DNAm) at specific CpG sites. However, a systematic comparison between DNA methylation data and other omics datasets has not yet been performed. Moreover, available DNAm age predictors are based on datasets with limited ethnic representation. To address these knowledge gaps, we generated and analyzed DNA methylation datasets from two independent Chinese cohorts, revealing age-related DNAm changes. Additionally, a DNA methylation aging clock (iCAS-DNAmAge) and a group of DNAm-based multi-modal clocks for Chinese individuals were developed, with most of them demonstrating strong predictive capabilities for chronological age. The clocks were further employed to predict factors influencing aging rates. The DNAm aging clock, derived from multi-modal aging features (compositeAge-DNAmAge), exhibited a close association with multi-omics changes, lifestyles, and disease status, underscoring its robust potential for precise biological age assessment. Our findings offer novel insights into the regulatory mechanism of age-related DNAm changes and extend the application of the DNAm clock for measuring biological age and aging pace, providing the basis for evaluating aging intervention strategies.<br /> (© The Author(s) 2024. Published by Oxford University Press on behalf of Higher Education Press.)

Details

Language :
English
ISSN :
1674-8018
Volume :
15
Issue :
8
Database :
MEDLINE
Journal :
Protein & cell
Publication Type :
Academic Journal
Accession number :
38482631
Full Text :
https://doi.org/10.1093/procel/pwae011