Miao Liu , Biao Zhang , Yuanyuan Zhang , Jie Wang , Lei Zhao , Wenting Guo , Meng Li , Huihua Yang , Xuefeng Lai , Liangle Yang , Xiao Meng , Cuijuan Wang , Zhihu Zhang , Xiaomin Zhang
{"title":"全氟磺酸、多环芳烃和金属共暴露、免疫炎症和甘油三酯-葡萄糖指数:探讨儿童的关联和中介效应","authors":"Miao Liu , Biao Zhang , Yuanyuan Zhang , Jie Wang , Lei Zhao , Wenting Guo , Meng Li , Huihua Yang , Xuefeng Lai , Liangle Yang , Xiao Meng , Cuijuan Wang , Zhihu Zhang , Xiaomin Zhang","doi":"10.1016/j.jes.2025.04.006","DOIUrl":null,"url":null,"abstract":"<div><div>The associations of co-exposure to per- and polyfluoroalkyl substances (PFAS), polycyclic aromatic hydrocarbons (PAHs), and metals with children's glycometabolism and the underlying mechanism of immune inflammation are largely unclear. We conducted a longitudinal panel study to explore the effects of individual and mixture of 27 contaminants on an emerging surrogate indicator of insulin resistance, triglyceride-glucose index (TyG), and the mediation of immunoglobulins and cytokines in children aged 4–6 years and 11–13 years. The results showed robust associations of perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluoroundecanoic acid (PFUnDA), and arsenic (As) with elevated TyG. The interaction of PFNA with PFOA was significant, showing a synergistic effect on TyG. And combined association of each pair of PFOA, PFNA, and As with TyG were enhanced. Meanwhile, the effect of contaminants mixture on TyG was significant for polyfluoroalkyl substances (PFAS) mixture, of which 6:2 Chlorinated polyfluorinated ether sulfonates (Cl-PFESA), PFNA, and PFUnDA weighted more than others. Notably, contaminants were related to immune globulins and cytokines, of which chemokine ligand (CCL) 4, interleukin (IL)-1β, IL-9, and tumor necrosis factor (TNF)-α significantly mediated associations of PFOA, PFNA, and PFUnDA with TyG. Accordingly, PFAS and metals were individually and jointly associated with TyG elevation, with 6:2 Cl-PFESA, PFNA, and PFUnDA contributing the most, and CCL4, IL-1β, IL-9, and TNF-α might be the underlying mediators in children.</div></div>","PeriodicalId":15788,"journal":{"name":"Journal of Environmental Sciences-china","volume":"160 ","pages":"Pages 384-393"},"PeriodicalIF":6.3000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Co-exposure of PFASs, PAHs and metals, immune inflammation and triglyceride-glucose index: Exploring associations and mediation effects in children\",\"authors\":\"Miao Liu , Biao Zhang , Yuanyuan Zhang , Jie Wang , Lei Zhao , Wenting Guo , Meng Li , Huihua Yang , Xuefeng Lai , Liangle Yang , Xiao Meng , Cuijuan Wang , Zhihu Zhang , Xiaomin Zhang\",\"doi\":\"10.1016/j.jes.2025.04.006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The associations of co-exposure to per- and polyfluoroalkyl substances (PFAS), polycyclic aromatic hydrocarbons (PAHs), and metals with children's glycometabolism and the underlying mechanism of immune inflammation are largely unclear. We conducted a longitudinal panel study to explore the effects of individual and mixture of 27 contaminants on an emerging surrogate indicator of insulin resistance, triglyceride-glucose index (TyG), and the mediation of immunoglobulins and cytokines in children aged 4–6 years and 11–13 years. The results showed robust associations of perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluoroundecanoic acid (PFUnDA), and arsenic (As) with elevated TyG. The interaction of PFNA with PFOA was significant, showing a synergistic effect on TyG. And combined association of each pair of PFOA, PFNA, and As with TyG were enhanced. Meanwhile, the effect of contaminants mixture on TyG was significant for polyfluoroalkyl substances (PFAS) mixture, of which 6:2 Chlorinated polyfluorinated ether sulfonates (Cl-PFESA), PFNA, and PFUnDA weighted more than others. Notably, contaminants were related to immune globulins and cytokines, of which chemokine ligand (CCL) 4, interleukin (IL)-1β, IL-9, and tumor necrosis factor (TNF)-α significantly mediated associations of PFOA, PFNA, and PFUnDA with TyG. Accordingly, PFAS and metals were individually and jointly associated with TyG elevation, with 6:2 Cl-PFESA, PFNA, and PFUnDA contributing the most, and CCL4, IL-1β, IL-9, and TNF-α might be the underlying mediators in children.</div></div>\",\"PeriodicalId\":15788,\"journal\":{\"name\":\"Journal of Environmental Sciences-china\",\"volume\":\"160 \",\"pages\":\"Pages 384-393\"},\"PeriodicalIF\":6.3000,\"publicationDate\":\"2025-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Environmental Sciences-china\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1001074225001871\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Environmental Sciences-china","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1001074225001871","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Co-exposure of PFASs, PAHs and metals, immune inflammation and triglyceride-glucose index: Exploring associations and mediation effects in children
The associations of co-exposure to per- and polyfluoroalkyl substances (PFAS), polycyclic aromatic hydrocarbons (PAHs), and metals with children's glycometabolism and the underlying mechanism of immune inflammation are largely unclear. We conducted a longitudinal panel study to explore the effects of individual and mixture of 27 contaminants on an emerging surrogate indicator of insulin resistance, triglyceride-glucose index (TyG), and the mediation of immunoglobulins and cytokines in children aged 4–6 years and 11–13 years. The results showed robust associations of perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluoroundecanoic acid (PFUnDA), and arsenic (As) with elevated TyG. The interaction of PFNA with PFOA was significant, showing a synergistic effect on TyG. And combined association of each pair of PFOA, PFNA, and As with TyG were enhanced. Meanwhile, the effect of contaminants mixture on TyG was significant for polyfluoroalkyl substances (PFAS) mixture, of which 6:2 Chlorinated polyfluorinated ether sulfonates (Cl-PFESA), PFNA, and PFUnDA weighted more than others. Notably, contaminants were related to immune globulins and cytokines, of which chemokine ligand (CCL) 4, interleukin (IL)-1β, IL-9, and tumor necrosis factor (TNF)-α significantly mediated associations of PFOA, PFNA, and PFUnDA with TyG. Accordingly, PFAS and metals were individually and jointly associated with TyG elevation, with 6:2 Cl-PFESA, PFNA, and PFUnDA contributing the most, and CCL4, IL-1β, IL-9, and TNF-α might be the underlying mediators in children.
期刊介绍:
The Journal of Environmental Sciences is an international journal started in 1989. The journal is devoted to publish original, peer-reviewed research papers on main aspects of environmental sciences, such as environmental chemistry, environmental biology, ecology, geosciences and environmental physics. Appropriate subjects include basic and applied research on atmospheric, terrestrial and aquatic environments, pollution control and abatement technology, conservation of natural resources, environmental health and toxicology. Announcements of international environmental science meetings and other recent information are also included.