Akshaya Srikanth Bhagavathula, Dhwani Krishnan, Melinda B Chu
{"title":"美国成人全氟和多氟烷基物质(PFAS)暴露与低密度脂蛋白胆固醇之间的关系:来自NHANES的证据","authors":"Akshaya Srikanth Bhagavathula, Dhwani Krishnan, Melinda B Chu","doi":"10.1002/lipd.70008","DOIUrl":null,"url":null,"abstract":"<p><p>Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants increasingly implicated in cardiometabolic risk. This study evaluates the association between serum PFAS exposure and lipid dysregulation, focusing on low-density lipoprotein cholesterol (LDL-C), a key cardiovascular risk factor. We analyzed 998 adults from the 2017 to 2020 National Health and Nutrition Examination Survey (NHANES), representing a weighted sample of 240 million US adults. Serum concentrations of nine PFAS compounds including perfluorooctanoic acid (PFOA), perfluorooctane sulfonic acid (PFOS), perfluoroundecanoic acid (PFUnDA), and perfluorohexane sulfonic acid (PFHxS) were measured. Double/debiased machine learning (DML) estimated the association between PFAS exposure and LDL-C and triglyceride levels, adjusting for demographics, clinical, and behavioral covariates. The median total PFAS concentration was 9.23 ng/mL (interquartile range: 9.67 ng/mL). The weighted mean LDL-C and triglyceride levels were 112.5 mg/dL (95% CI: 112.5-112.5) and 115.6 mg/dL (95% CI: 115.6-115.6), respectively. Total PFAS exposure was significantly associated with higher LDL-C (β = 0.30; 95% CI: 0.05-0.54; p = 0.016). Perfluoroundecanoic acid (PFUnDA), linear PFOS, and methyl-perfluorooctane sulfonic acid (Sm-PFOS) were also significantly associated with elevated LDL-C (β = 12.1, 0.44, 2.83; all p < 0.05). PFHxS was inversely associated with triglycerides (β = -2.26; p = 0.031). In this representative sample of US adults, PFAS exposure is independently associated with lipid dysregulation, particularly elevated LDL-C. However, results should be interpreted with caution given the cross-sectional design, modest effect sizes, and potential residual confounding from unmeasured environmental or dietary factors.</p>","PeriodicalId":18086,"journal":{"name":"Lipids","volume":" ","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2025-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association Between Per- and Polyfluoroalkyl Substances (PFAS) Exposure and LDL Cholesterol in US Adults: Evidence From NHANES.\",\"authors\":\"Akshaya Srikanth Bhagavathula, Dhwani Krishnan, Melinda B Chu\",\"doi\":\"10.1002/lipd.70008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants increasingly implicated in cardiometabolic risk. This study evaluates the association between serum PFAS exposure and lipid dysregulation, focusing on low-density lipoprotein cholesterol (LDL-C), a key cardiovascular risk factor. We analyzed 998 adults from the 2017 to 2020 National Health and Nutrition Examination Survey (NHANES), representing a weighted sample of 240 million US adults. Serum concentrations of nine PFAS compounds including perfluorooctanoic acid (PFOA), perfluorooctane sulfonic acid (PFOS), perfluoroundecanoic acid (PFUnDA), and perfluorohexane sulfonic acid (PFHxS) were measured. Double/debiased machine learning (DML) estimated the association between PFAS exposure and LDL-C and triglyceride levels, adjusting for demographics, clinical, and behavioral covariates. The median total PFAS concentration was 9.23 ng/mL (interquartile range: 9.67 ng/mL). The weighted mean LDL-C and triglyceride levels were 112.5 mg/dL (95% CI: 112.5-112.5) and 115.6 mg/dL (95% CI: 115.6-115.6), respectively. Total PFAS exposure was significantly associated with higher LDL-C (β = 0.30; 95% CI: 0.05-0.54; p = 0.016). Perfluoroundecanoic acid (PFUnDA), linear PFOS, and methyl-perfluorooctane sulfonic acid (Sm-PFOS) were also significantly associated with elevated LDL-C (β = 12.1, 0.44, 2.83; all p < 0.05). PFHxS was inversely associated with triglycerides (β = -2.26; p = 0.031). In this representative sample of US adults, PFAS exposure is independently associated with lipid dysregulation, particularly elevated LDL-C. However, results should be interpreted with caution given the cross-sectional design, modest effect sizes, and potential residual confounding from unmeasured environmental or dietary factors.</p>\",\"PeriodicalId\":18086,\"journal\":{\"name\":\"Lipids\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2025-09-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Lipids\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/lipd.70008\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lipids","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/lipd.70008","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Association Between Per- and Polyfluoroalkyl Substances (PFAS) Exposure and LDL Cholesterol in US Adults: Evidence From NHANES.
Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants increasingly implicated in cardiometabolic risk. This study evaluates the association between serum PFAS exposure and lipid dysregulation, focusing on low-density lipoprotein cholesterol (LDL-C), a key cardiovascular risk factor. We analyzed 998 adults from the 2017 to 2020 National Health and Nutrition Examination Survey (NHANES), representing a weighted sample of 240 million US adults. Serum concentrations of nine PFAS compounds including perfluorooctanoic acid (PFOA), perfluorooctane sulfonic acid (PFOS), perfluoroundecanoic acid (PFUnDA), and perfluorohexane sulfonic acid (PFHxS) were measured. Double/debiased machine learning (DML) estimated the association between PFAS exposure and LDL-C and triglyceride levels, adjusting for demographics, clinical, and behavioral covariates. The median total PFAS concentration was 9.23 ng/mL (interquartile range: 9.67 ng/mL). The weighted mean LDL-C and triglyceride levels were 112.5 mg/dL (95% CI: 112.5-112.5) and 115.6 mg/dL (95% CI: 115.6-115.6), respectively. Total PFAS exposure was significantly associated with higher LDL-C (β = 0.30; 95% CI: 0.05-0.54; p = 0.016). Perfluoroundecanoic acid (PFUnDA), linear PFOS, and methyl-perfluorooctane sulfonic acid (Sm-PFOS) were also significantly associated with elevated LDL-C (β = 12.1, 0.44, 2.83; all p < 0.05). PFHxS was inversely associated with triglycerides (β = -2.26; p = 0.031). In this representative sample of US adults, PFAS exposure is independently associated with lipid dysregulation, particularly elevated LDL-C. However, results should be interpreted with caution given the cross-sectional design, modest effect sizes, and potential residual confounding from unmeasured environmental or dietary factors.
期刊介绍:
Lipids is a journal of the American Oil Chemists'' Society (AOCS) that focuses on publishing high-quality peer-reviewed papers and invited reviews in the general area of lipid research, including chemistry, biochemistry, clinical nutrition, and metabolism. In addition, Lipids publishes papers establishing novel methods for addressing research questions in the field of lipid research.