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

被引:4
作者
Li, Yanbing [1 ,2 ]
Lv, Yi [3 ]
Jiang, Zexuan [3 ]
Ma, Chaoying [3 ]
Li, Ran [3 ]
Zhao, Mengwei [3 ]
Guo, Yi [3 ]
Guo, Huicai [3 ,4 ,5 ]
Zhang, Xiaoguang [6 ]
Li, Ang [1 ,2 ,4 ]
Liu, Yi [3 ,4 ]
机构
[1] Chinese Acad Med Sci, Peking Union Med Coll, Inst Basic Med Sci, Dept Epidemiol & Biostat,Sch Basic Med, Beijing 100005, Peoples R China
[2] Chinese Acad Med Sci, Peking Union Med Coll, Ctr Environm & Hlth Sci, Beijing 100005, Peoples R China
[3] Hebei Med Univ, Sch Publ Hlth, Dept Toxicol, 361 East Zhongshan Rd, Shijiazhuang 050017, Hebei, Peoples R China
[4] Hebei Key Lab Environm & Human Hlth, Shijiazhuang 050017, Hebei, Peoples R China
[5] Minist Educ, Key Lab Neural & Vasc Biol, Shijiazhuang 050017, Peoples R China
[6] Hebei Med Univ, Core Facil & Ctr, Shijiazhuang 050017, Peoples R China
基金
中国国家自然科学基金;
关键词
OPEs; PFAS; Cardiovascular; -kidney; -liver; -metabolic; biomarkers; BKMR; SPLS; SERUM-LIPID LEVELS; FLAME RETARDANTS; PERFLUOROALKYL ACIDS; CHEMICALS; MARKERS; RISK; SPECTROMETRY; ADOLESCENTS; REGRESSION; TOXICITY;
D O I
10.1016/j.ecoenv.2024.116524
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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-livermetabolic 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.
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页数:13
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共 115 条
  • [1] Bioavailability, phytotoxicity and plant uptake of per-and polyfluoroalkyl substances (PFAS): A review
    Adu, Olatunbosun
    Ma, Xingmao
    Sharma, Virender K.
    [J]. JOURNAL OF HAZARDOUS MATERIALS, 2023, 447
  • [2] Perfluoroalkyl and polyfluoroalkyl substances and fetal thyroid hormone levels in umbilical cord blood among newborns by prelabor caesarean delivery
    Aimuzi, Ruxianguli
    Luo, Kai
    Chen, Qian
    Wang, Hui
    Feng, Liping
    Ouyang, Fengxiu
    Zhang, Jun
    [J]. ENVIRONMENT INTERNATIONAL, 2019, 130
  • [3] Lipid metabolic disturbance induced by triphenyl phosphate and hydroxy metabolite in HepG2 cells
    An, Jing
    Jiang, Jingjing
    Tang, Waner
    Zhong, Yufang
    Ren, Guofa
    Shang, Yu
    Yu, Zhiqiang
    [J]. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2023, 262
  • [5] Exposure to perfluoroalkyl substances (PFAS) and dyslipidemia, hypertension and obesity in adolescents. The Fit Futures study
    Averina, Maria
    Brox, Jan
    Huber, Sandra
    Furberg, Anne-Sofie
    [J]. ENVIRONMENTAL RESEARCH, 2021, 195
  • [6] Associations of a Metal Mixture Measured in Multiple Biomarkers with IQ: Evidence from Italian Adolescents Living near Ferroalloy Industry
    Bauer, Julia A.
    Devick, Katrina L.
    Bobb, Jennifer F.
    Coull, Brent A.
    Bellinger, David
    Benedetti, Chiara
    Cagna, Giuseppa
    Fedrighi, Chiara
    Guazzetti, Stefano
    Oppini, Manuela
    Placidi, Donatella
    Webster, Thomas F.
    White, Roberta F.
    Yang, Qiong
    Zoni, Silvia
    Wright, Robert O.
    Smith, Donald R.
    Lucchini, Roberto G.
    Henn, Birgit Claus
    [J]. ENVIRONMENTAL HEALTH PERSPECTIVES, 2020, 128 (09) : 097002 - 1
  • [7] Associations between longitudinal serum perfluoroalkyl substance (PFAS) levels and measures of thyroid hormone, kidney function, and body mass index in the Fernald Community Cohort
    Blake, Bevin E.
    Pinney, Susan M.
    Hines, Erin P.
    Fenton, Suzanne E.
    Ferguson, Kelly K.
    [J]. ENVIRONMENTAL POLLUTION, 2018, 242 : 894 - 904
  • [8] Early-life associations between per- and polyfluoroalkyl substances and serum lipids in a longitudinal birth cohort
    Blomberg, Annelise J.
    Shih, Yu-Hsuan
    Messerlian, Carmen
    Jorgensen, Louise Helskov
    Weihe, Pal
    Grandjean, Philippe
    [J]. ENVIRONMENTAL RESEARCH, 2021, 200
  • [9] Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression
    Bobb, Jennifer F.
    Henn, Birgit Claus
    Valeri, Linda
    Coull, Brent A.
    [J]. ENVIRONMENTAL HEALTH, 2018, 17
  • [10] Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures
    Bobb, Jennifer F.
    Valeri, Linda
    Claus Henn, Birgit
    Christiani, David C.
    Wright, Robert O.
    Mazumdar, Maitreyi
    Godleski, John J.
    Coull, Brent A.
    [J]. BIOSTATISTICS, 2015, 16 (03) : 493 - 508