Causal association between PM2.5 and metabolic syndrome in the Chinese elderly population-insights from a cohort study of CHARLS

Causal association between PM2.5 and metabolic syndrome in the Chinese elderly population-insights from a cohort study of CHARLS

Abstract Existing evidence suggests that the components of metabolic syndrome (MS) are sensitive to PM2.5, especially in the elderly population, and related results targeting different regions and populations are inconsistent. This study aims to quantify the risk of association between PM2.5 and MS...

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Bibliographic Details
Main Authors: Xianglong Liu, Fan Ding, Jiayi Tian, Jie Wu, Shi Zhao, Yu Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Metabolic syndrome
PM2.5
Physical exercise
Instrumental variable
Fixed effect model
Online Access:https://doi.org/10.1038/s41598-025-00160-w
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https://doi.org/10.1038/s41598-025-00160-w

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