医学
糖尿病
生理学
2型糖尿病
健康衰老
代谢组学
2型糖尿病
内科学
环境卫生
生物
生物标志物
体质指数
生物信息学
作者
Jiran Zhang,Peijie Sun,Huimin Ren,Xiaojie Guo,Enmin Ding,Xiao Ma,Chenfeng Li,Chenlong Li,Yibo Xu,Kangning Cao,Jiankun Qian,Chenglei Qi,Yongjun Situ,Shilu Tong,Xiaobo Lu,Song Tang,Xiaoming Shi
标识
DOI:10.1021/acs.est.5c12999
摘要
Mounting evidence suggests that per- and polyfluoroalkyl substances (PFASs), are key drivers of glycometabolism disorders. However, the extent to which this association persists in the elderly population, as well as the underlying mechanisms involved, remains insufficiently characterized. This study aimed to comprehensively investigate associations between PFASs exposure and glycometabolic markers in the healthy elderly using integrated multiomics approach, elucidating underlying biological mechanisms. A panel study was conducted among 76 healthy elderly aged 60-69 years living in Jinan City, China, with five consecutive monthly surveys. Blood concentrations of nine PFASs and five glycometabolic markers were measured. Associations between both individual and combined exposures to PFASs and glycometabolic markers were investigated through a linear mixed-effects model (LMM) and Bayesian kernel machine regression (BKMR). Integrated multiomics analysis delineated mechanisms by which PFASs exposure disrupts glycometabolism. We observed that a single exposure to perfluorobutanoic acid (PFBA) was significantly associated with increases in all five glycometabolic markers. Exposure to perfluorodecanoic acid (PFDA) and perfluorohexanesulfonic acid (PFHxS) was associated with increases in fasting plasma glucose (FPG) and glycated serum protein (GSP), while PFHxS was additionally associated with the triglyceride-glucose index (TyG). Furthermore, the BKMR model further indicated a synergistic and positive association between PFAS mixtures and these markers. Multiomics analyses identified 48 canonical pathways potentially mediating these metabolic disruptions. These findings highlight the need to prioritize reduction of PFASs exposure as a public health strategy for preventing and managing type 2 diabetes mellitus (T2D), particularly in aging populations worldwide.
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