Associations of Gestational Perfluoroalkyl Substances Exposure with Early Childhood BMI z -Scores and Risk of Overweight/Obesity: Results from the ECHO Cohorts

Gestational per- and polyfluoroalkyl substances (PFAS) exposure may be associated with adiposity and increased risk of obesity among children and adolescents. However, results from epidemiological studies evaluating these associations are inconsistent. We estimated the associations of pregnancy PFAS...

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Veröffentlicht in:Environmental health perspectives 2023-06, Vol.131 (6), p.67001
Hauptverfasser: Liu, Yun, Wosu, Adaeze C, Fleisch, Abby F, Dunlop, Anne L, Starling, Anne P, Ferrara, Assiamira, Dabelea, Dana, Oken, Emily, Buckley, Jessie P, Chatzi, Leda, Karagas, Margaret R, Romano, Megan E, Schantz, Susan, O'Connor, Thomas G, Woodruff, Tracey J, Zhu, Yeyi, Hamra, Ghassan B, Braun, Joseph M
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container_issue 6
container_start_page 67001
container_title Environmental health perspectives
container_volume 131
creator Liu, Yun
Wosu, Adaeze C
Fleisch, Abby F
Dunlop, Anne L
Starling, Anne P
Ferrara, Assiamira
Dabelea, Dana
Oken, Emily
Buckley, Jessie P
Chatzi, Leda
Karagas, Margaret R
Romano, Megan E
Schantz, Susan
O'Connor, Thomas G
Woodruff, Tracey J
Zhu, Yeyi
Hamra, Ghassan B
Braun, Joseph M
description Gestational per- and polyfluoroalkyl substances (PFAS) exposure may be associated with adiposity and increased risk of obesity among children and adolescents. However, results from epidemiological studies evaluating these associations are inconsistent. We estimated the associations of pregnancy PFAS concentrations with child body mass index (BMI) -scores and risk of overweight/obesity in eight U.S. cohorts. We used data from 1,391 mother-child pairs who enrolled in eight Environmental influences on Child Health Outcomes (ECHO) cohorts (enrolled: 1999-2019). We quantified concentrations of seven PFAS in maternal plasma or serum in pregnancy. We measured child weight and height between the ages of 2 and 5 y and calculated age- and sex-specific BMI -scores; 19.6% children had more than one BMI measurement. We estimated covariate-adjusted associations of individual PFAS and their mixture with child BMI -scores and risk of overweight/obesity using linear mixed models, modified Poisson regression models, and Bayesian approaches for mixtures. We explored whether child sex modified these associations. We observed a pattern of subtle positive associations of PFAS concentrations in pregnancy with BMI -scores and risk of overweight/obesity. For instance, each doubling in perfluorohexane sulfonic acid concentrations was associated with higher BMI -scores ( ; 95% CI: 0.01, 0.12). Each doubling in perfluroundecanoic acid [ ; 95% CI: 1.04, 1.16] and -methyl perfluorooctane sulfonamido acetic acid ( ; 95% CI: 1.00, 1.12) was associated with increased risk of overweight/obesity, with some evidence of a monotonic dose-response relation. We observed weaker and more imprecise associations of the PFAS mixture with BMI or risk of overweight/obesity. Associations did not differ by child sex. In eight U.S.-based prospective cohorts, gestational exposure to higher levels of PFAS were associated with slightly higher childhood BMI -score and risk of overweight or obesity. Future studies should examine associations of gestational exposure to PFAS with adiposity and related cardiometabolic consequences in older children. https://doi.org/10.1289/EHP11545.
doi_str_mv 10.1289/EHP11545
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However, results from epidemiological studies evaluating these associations are inconsistent. We estimated the associations of pregnancy PFAS concentrations with child body mass index (BMI) -scores and risk of overweight/obesity in eight U.S. cohorts. We used data from 1,391 mother-child pairs who enrolled in eight Environmental influences on Child Health Outcomes (ECHO) cohorts (enrolled: 1999-2019). We quantified concentrations of seven PFAS in maternal plasma or serum in pregnancy. We measured child weight and height between the ages of 2 and 5 y and calculated age- and sex-specific BMI -scores; 19.6% children had more than one BMI measurement. We estimated covariate-adjusted associations of individual PFAS and their mixture with child BMI -scores and risk of overweight/obesity using linear mixed models, modified Poisson regression models, and Bayesian approaches for mixtures. We explored whether child sex modified these associations. We observed a pattern of subtle positive associations of PFAS concentrations in pregnancy with BMI -scores and risk of overweight/obesity. For instance, each doubling in perfluorohexane sulfonic acid concentrations was associated with higher BMI -scores ( ; 95% CI: 0.01, 0.12). Each doubling in perfluroundecanoic acid [ ; 95% CI: 1.04, 1.16] and -methyl perfluorooctane sulfonamido acetic acid ( ; 95% CI: 1.00, 1.12) was associated with increased risk of overweight/obesity, with some evidence of a monotonic dose-response relation. We observed weaker and more imprecise associations of the PFAS mixture with BMI or risk of overweight/obesity. Associations did not differ by child sex. In eight U.S.-based prospective cohorts, gestational exposure to higher levels of PFAS were associated with slightly higher childhood BMI -score and risk of overweight or obesity. 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We observed a pattern of subtle positive associations of PFAS concentrations in pregnancy with BMI -scores and risk of overweight/obesity. For instance, each doubling in perfluorohexane sulfonic acid concentrations was associated with higher BMI -scores ( ; 95% CI: 0.01, 0.12). Each doubling in perfluroundecanoic acid [ ; 95% CI: 1.04, 1.16] and -methyl perfluorooctane sulfonamido acetic acid ( ; 95% CI: 1.00, 1.12) was associated with increased risk of overweight/obesity, with some evidence of a monotonic dose-response relation. We observed weaker and more imprecise associations of the PFAS mixture with BMI or risk of overweight/obesity. Associations did not differ by child sex. In eight U.S.-based prospective cohorts, gestational exposure to higher levels of PFAS were associated with slightly higher childhood BMI -score and risk of overweight or obesity. Future studies should examine associations of gestational exposure to PFAS with adiposity and related cardiometabolic consequences in older children. https://doi.org/10.1289/EHP11545.</description><subject>Adolescent</subject><subject>Alkanesulfonic Acids</subject><subject>Bayes Theorem</subject><subject>Body Mass Index</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Environmental aspects</subject><subject>Environmental Pollutants</subject><subject>Female</subject><subject>Fluorocarbons</subject><subject>Health aspects</subject><subject>Humans</subject><subject>Male</subject><subject>Obesity - chemically induced</subject><subject>Obesity in children</subject><subject>Overweight - chemically induced</subject><subject>Overweight - complications</subject><subject>Overweight - epidemiology</subject><subject>Pediatric research</subject><subject>Pregnancy</subject><subject>Prenatal influences</subject><subject>Prospective Studies</subject><subject>Risk factors</subject><issn>0091-6765</issn><issn>1552-9924</issn><issn>1552-9924</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkt9u0zAUhy0EYmUg8QTIEhLiJsx_YjvhBpUorJOGOm1wbTmO05i5cbGdbd3L8KqkWzdtV5Z9Pn22z_kB8B6jL5gU5VG9OMOY5ewFmGHGSFaWJH8JZgiVOOOCswPwJsY_CCFccP4aHFBBCspIMQP_5jF6bVWyfojQd_DYxHS3Uw6emdC50Qev3OXWwYuxmWqDNhHWNxsfx2DgtU09rFVwW1j11rW99y38_vME3sLsQvswsWpo4bmNlzv78sqEa2NXfTpaNibatP0Kz00cXYqwC34NU29gXS2WsPK9Dym-Ba865aJ5t18Pwe8f9a9qkZ0uj0-q-Wmmc0pSJjhvCOkUIqTUgpCGtYIoxjUtWlyovORsOhGaCpRzXSIjcmForjrEEOEK00Pw7d67GZu1abUZUlBOboJdq7CVXln5vDLYXq78lcSI5DwvxWT4vDcE_3ecuijXNmrjnBqMH6MkBaEM4RyhCf14j66UM9IOnZ-UeofLuWCCU4oYnahPT6jeKJf66N14N6rn4P5mHXyMwXSPz8ZI7vIhH_IxoR-efvMRfAgE_Q9Vn7VX</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Liu, Yun</creator><creator>Wosu, Adaeze C</creator><creator>Fleisch, Abby F</creator><creator>Dunlop, Anne L</creator><creator>Starling, Anne P</creator><creator>Ferrara, Assiamira</creator><creator>Dabelea, Dana</creator><creator>Oken, Emily</creator><creator>Buckley, Jessie P</creator><creator>Chatzi, Leda</creator><creator>Karagas, Margaret R</creator><creator>Romano, Megan E</creator><creator>Schantz, Susan</creator><creator>O'Connor, Thomas G</creator><creator>Woodruff, Tracey J</creator><creator>Zhu, Yeyi</creator><creator>Hamra, Ghassan B</creator><creator>Braun, Joseph M</creator><general>National Institute of Environmental Health Sciences</general><general>Environmental Health Perspectives</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-2979-9552</orcidid></search><sort><creationdate>20230601</creationdate><title>Associations of Gestational Perfluoroalkyl Substances Exposure with Early Childhood BMI z -Scores and Risk of Overweight/Obesity: Results from the ECHO Cohorts</title><author>Liu, Yun ; Wosu, Adaeze C ; Fleisch, Abby F ; Dunlop, Anne L ; Starling, Anne P ; Ferrara, Assiamira ; Dabelea, Dana ; Oken, Emily ; Buckley, Jessie P ; Chatzi, Leda ; Karagas, Margaret R ; Romano, Megan E ; Schantz, Susan ; O'Connor, Thomas G ; Woodruff, Tracey J ; Zhu, Yeyi ; Hamra, Ghassan B ; Braun, Joseph M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c432t-766b22fa0229c722b5d72a56c38d18a49655d77c37046c90e747e34af05026a13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adolescent</topic><topic>Alkanesulfonic Acids</topic><topic>Bayes Theorem</topic><topic>Body Mass Index</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Environmental aspects</topic><topic>Environmental Pollutants</topic><topic>Female</topic><topic>Fluorocarbons</topic><topic>Health aspects</topic><topic>Humans</topic><topic>Male</topic><topic>Obesity - chemically induced</topic><topic>Obesity in children</topic><topic>Overweight - chemically induced</topic><topic>Overweight - complications</topic><topic>Overweight - epidemiology</topic><topic>Pediatric research</topic><topic>Pregnancy</topic><topic>Prenatal influences</topic><topic>Prospective Studies</topic><topic>Risk factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Yun</creatorcontrib><creatorcontrib>Wosu, Adaeze C</creatorcontrib><creatorcontrib>Fleisch, Abby F</creatorcontrib><creatorcontrib>Dunlop, Anne L</creatorcontrib><creatorcontrib>Starling, Anne P</creatorcontrib><creatorcontrib>Ferrara, Assiamira</creatorcontrib><creatorcontrib>Dabelea, Dana</creatorcontrib><creatorcontrib>Oken, Emily</creatorcontrib><creatorcontrib>Buckley, Jessie P</creatorcontrib><creatorcontrib>Chatzi, Leda</creatorcontrib><creatorcontrib>Karagas, Margaret R</creatorcontrib><creatorcontrib>Romano, Megan E</creatorcontrib><creatorcontrib>Schantz, Susan</creatorcontrib><creatorcontrib>O'Connor, Thomas G</creatorcontrib><creatorcontrib>Woodruff, Tracey J</creatorcontrib><creatorcontrib>Zhu, Yeyi</creatorcontrib><creatorcontrib>Hamra, Ghassan B</creatorcontrib><creatorcontrib>Braun, Joseph M</creatorcontrib><creatorcontrib>the program collaborators for Environmental influences on Child Health Outcomes</creatorcontrib><creatorcontrib>and the program collaborators for Environmental influences on Child Health Outcomes</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Environmental health perspectives</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Yun</au><au>Wosu, Adaeze C</au><au>Fleisch, Abby F</au><au>Dunlop, Anne L</au><au>Starling, Anne P</au><au>Ferrara, Assiamira</au><au>Dabelea, Dana</au><au>Oken, Emily</au><au>Buckley, Jessie P</au><au>Chatzi, Leda</au><au>Karagas, Margaret R</au><au>Romano, Megan E</au><au>Schantz, Susan</au><au>O'Connor, Thomas G</au><au>Woodruff, Tracey J</au><au>Zhu, Yeyi</au><au>Hamra, Ghassan B</au><au>Braun, Joseph M</au><aucorp>the program collaborators for Environmental influences on Child Health Outcomes</aucorp><aucorp>and the program collaborators for Environmental influences on Child Health Outcomes</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Associations of Gestational Perfluoroalkyl Substances Exposure with Early Childhood BMI z -Scores and Risk of Overweight/Obesity: Results from the ECHO Cohorts</atitle><jtitle>Environmental health perspectives</jtitle><addtitle>Environ Health Perspect</addtitle><date>2023-06-01</date><risdate>2023</risdate><volume>131</volume><issue>6</issue><spage>67001</spage><pages>67001-</pages><issn>0091-6765</issn><issn>1552-9924</issn><eissn>1552-9924</eissn><abstract>Gestational per- and polyfluoroalkyl substances (PFAS) exposure may be associated with adiposity and increased risk of obesity among children and adolescents. 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subjects Adolescent
Alkanesulfonic Acids
Bayes Theorem
Body Mass Index
Child
Child, Preschool
Environmental aspects
Environmental Pollutants
Female
Fluorocarbons
Health aspects
Humans
Male
Obesity - chemically induced
Obesity in children
Overweight - chemically induced
Overweight - complications
Overweight - epidemiology
Pediatric research
Pregnancy
Prenatal influences
Prospective Studies
Risk factors
title Associations of Gestational Perfluoroalkyl Substances Exposure with Early Childhood BMI z -Scores and Risk of Overweight/Obesity: Results from the ECHO Cohorts
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