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中国成年人中有机磷酸酯和全氟及多氟烷基物质共暴露及其与心血管-肾脏-肝脏-代谢生物标志物混合物的关联。

Association of co-exposure to organophosphate esters and per- and polyfluoroalkyl substances and mixture with cardiovascular-kidney-liver-metabolic biomarkers among Chinese adults.

机构信息

Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing 100005, PR China; Center of Environmental and Health Sciences, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100005, PR China.

Department of Toxicology, School of Public Health, Hebei Medical University, Shijiazhuang 050017, PR China.

出版信息

Ecotoxicol Environ Saf. 2024 Jul 15;280:116524. doi: 10.1016/j.ecoenv.2024.116524. Epub 2024 Jun 4.

Abstract

BACKGROUND

Organophosphate esters (OPEs) and Per- and polyfluoroalkyl substances (PFAS) are ubiquitous environmental contaminants with common exposure sources, leading to their widespread presence in human body. However, evidence on co-exposure to OPEs and PFAS and its impact on cardiovascular-kidney-liver-metabolic biomarkers remains limited.

METHODS

In this cross-sectional study, 467 adults were enrolled from January to May 2022 during physical visits in Shijiazhuang, Hebei province. Eleven types of OPEs and twelves types of PFAS were detected, among which eight OPEs and six PFAS contaminants were detected in more than 60% of plasma samples. Seventeen biomarkers were assessed to comprehensively evaluate the cardiovascular-kidney-liver-metabolic function. Multiple linear regression, multipollutant models with sparse partial least squares, and Bayesian kernel machine regression (BKMR) models were applied to examine the associations of individual OPEs and PFAS and their mixtures with organ function and metabolism, respectively.

RESULTS

Of the over 400 exposure-outcome associations tested when modelling, we observed robust results across three models that perfluorohexanoic acid (PFHxS) was significantly positively associated with alanine aminotransferase (ALT), aspartate aminotransferase (AST), total bilirubin (TBIL), and indirect bilirubin (IBIL). Perfluorononanoic acid was significantly associated with decreased AST/ALT and increased very-low-density lipoprotein cholesterol levels. Besides, perfluorodecanoic acid was correlated with increased high lipoprotein cholesterol and perfluoroundecanoic acid was consistently associated with lower glucose level. BKMR analysis showed that OPEs and PFAS mixtures were positively associated with IBIL and TBIL, among which PFHxS was the main toxic chemicals.

CONCLUSIONS

Our findings suggest that exposure to OPEs and PFAS, especially PFHxS and PFNA, may disrupt organ function and metabolism in the general population, providing insight into the potential pathophysiological mechanisms of OPEs and PFAS co-exposure and chronic diseases.

摘要

背景

有机磷酸酯(OPEs)和全氟及多氟烷基物质(PFAS)是普遍存在于环境中的污染物,具有共同的暴露源,因此广泛存在于人体中。然而,关于 OPEs 和 PFAS 共同暴露及其对心血管-肾脏-肝脏-代谢生物标志物影响的证据仍然有限。

方法

在这项横断面研究中,2022 年 1 月至 5 月期间,在河北省石家庄市的体检中招募了 467 名成年人。检测了 11 种 OPEs 和 12 种 PFAS,其中 8 种 OPEs 和 6 种 PFAS 污染物在超过 60%的血浆样本中被检出。评估了 17 种生物标志物,以全面评估心血管-肾脏-肝脏-代谢功能。应用多元线性回归、稀疏偏最小二乘多污染物模型和贝叶斯核机器回归(BKMR)模型,分别研究个体 OPEs 和 PFAS 及其混合物与器官功能和代谢的关联。

结果

在所测试的 400 多个暴露-结局关联中,当使用三个模型进行建模时,我们观察到了强有力的结果,表明全氟己酸(PFHxS)与丙氨酸氨基转移酶(ALT)、天冬氨酸氨基转移酶(AST)、总胆红素(TBIL)和间接胆红素(IBIL)呈显著正相关。全氟壬酸与 AST/ALT 降低和极低密度脂蛋白胆固醇水平升高有关。此外,全氟癸酸与高密度脂蛋白胆固醇升高有关,全氟十一酸与血糖水平降低有关。BKMR 分析表明,OPEs 和 PFAS 混合物与 IBIL 和 TBIL 呈正相关,其中 PFHxS 是主要的有毒化学物质。

结论

我们的研究结果表明,OPEs 和 PFAS 的暴露,尤其是 PFHxS 和 PFNA,可能会破坏普通人群的器官功能和代谢,为 OPEs 和 PFAS 共同暴露和慢性疾病的潜在病理生理机制提供了新的认识。

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