Plasma proteomics identify novel biomarkers and dynamic patterns of biological aging

蛋白质组学 计算生物学 翻译后修饰 计算机科学 生物 遗传学 生物化学 基因
作者
Lingzhi Ma,Weishi Liu,Yu He,Yi Zhang,Jia You,Jianfeng Feng,Lan Tan,Wei Cheng,Jin-Tai Yu
出处
期刊:Journal of Advanced Research [Elsevier BV]
标识
DOI:10.1016/j.jare.2025.05.004
摘要

Plasma proteomics examines levels of thousands of proteins and has the potential to identify clinical biomarkers for healthy aging. This large proteomics study aims to identify clinical biomarkers for healthy aging and further explore potential mechanisms involved in aging. This study analyzed data from 51,904 UK Biobank participants to explore the association between 2,923 plasma proteins and nine aging-related phenotypes, including PhenoAge, KDM-Biological Age, healthspan, parental lifespan, frailty, and longevity. Protein levels were measured using proteomics, and associations were assessed with a significance threshold of P < 1.90E-06. We utilized the DE-SWAN method to detect and measure the nonlinear alterations in plasma proteome during the process of biological aging. Mendelian randomization was applied to assess causal relationships, and a PheWAS explored the broader health impacts of these proteins. We identified 227 proteins significantly associated with aging (P < 1.90E-06), with the pathway of inflammation and regeneration being notably implicated. Our findings revealed fluctuating patterns in the plasma proteome during biological aging in middle-aged adults, pinpointing specific peaks of biological age-related changes at 41, 60, and 67 years, alongside distinct age-related protein change patterns across various organs. Furthermore, mendelian randomization further supported the causal association between plasma levels of CXCL13, DPY30, FURIN, IGFBP4, SHISA5, and aging, underscoring the significance of these drug targets. These five proteins have broad-ranging effects. The PheWAS analysis of proteins associated with aging highlighted their crucial roles in vital biological processes, particularly in overall mortality, health maintenance, and cardiovascular health. Moreover, proteins can serve as mediators in healthy lifestyle and aging processes. These significant discoveries underscore the importance of monitoring and intervening in the aging process at critical periods, alongside identifying potential biomarkers and therapeutic targets for age-related disorders within the plasma proteomic landscape, thus offering valuable insights into healthy aging.
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