PM2.5 and Serum Metabolome and Insulin Resistance, Potential Mediation by the Gut Microbiome: A Population-Based Panel Study of Older Adults in China

鞘脂 代谢组 内分泌学 内科学 2型糖尿病 人口 生物标志物 调解 医学 炎症 胰岛素抵抗 代谢组学 生物 微生物群 生理学 肠道菌群 糖尿病 免疫学 生物信息学 环境卫生 生物化学 政治学 法学
作者
Liang Zhao,Jianlong Fang,Song Tang,Fuchang Deng,Xiaohui Liu,Yu Shen,Yuanyuan Liu,Fanling Kong,Yanjun Du,Liangliang Cui,Wanying Shi,Yan Wang,Jiaonan Wang,Yingjian Zhang,Xiaoyan Dong,Ying Gao,Li Dong,Huichan Zhou,Qinghua Sun,Haoran Dong,Xiumiao Peng,Yi Zhang,Meng Cao,Yanwen Wang,Hong Zhi,Hang Du,Jingyang Zhou,Tiantian Li,Xiaoming Shi
出处
期刊:Environmental Health Perspectives [National Institute of Environmental Health Sciences]
卷期号:130 (2) 被引量:77
标识
DOI:10.1289/ehp9688
摘要

Insulin resistance (IR) affects the development of type 2 diabetes mellitus (T2DM), which is also influenced by accumulated fine particle air pollution [particulate matter (PM) with aerodynamic diameter of <2.5μm (PM2.5)] exposure. Previous experimental and epidemiological studies have proposed several potential mechanisms by which PM2.5 contributes to IR/T2DM, including inflammation imbalance, oxidative stress, and endothelial dysfunction. Recent evidence suggests that the imbalance of the gut microbiota affects the metabolic process and may precede IR. However, the underlying mechanisms of PM2.5, gut microbiota, and metabolic diseases are unclear.We investigated the associations between personal exposure to PM2.5 and fasting blood glucose and insulin levels, the IR index, and other related biomarkers. We also explored the potential underlying mechanisms (systemic inflammation and sphingolipid metabolism) between PM2.5 and insulin resistance and the mediating effects between PM2.5 and sphingolipid metabolism.We recruited 76 healthy seniors to participate in a repeated-measures panel study and conducted clinical examinations every month from September 2018 to January 2019. Linear mixed-effects (LME) models were used to analyze the associations between PM2.5 and health data (e.g., functional factors, the IR index, inflammation and other IR-related biomarkers, metabolites, and gut microbiota). We also performed mediation analyses to evaluate the effects of mediators (gut microbiota) on the associations between exposures (PM2.5) and featured metabolism outcomes.Our prospective panel study illustrated that exposure to PM2.5 was associated with an increased risk of higher IR index and functional biomarkers, and our study provided mechanistic evidence suggesting that PM2.5 exposure may contribute to systemic inflammation and altered sphingolipid metabolism.Our findings demonstrated that PM2.5 was associated with the genera of the gut microbiota, which partially mediated the association between PM2.5 and sphingolipid metabolism. These findings may extend our current understanding of the pathways of PM2.5 and IR. https://doi.org/10.1289/EHP9688.
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