TY - JOUR
T1 - Associations of Gestational Perfluoroalkyl Substances Exposure with Early Childhood BMI z-Scores and Risk of Overweight/Obesity
T2 - Results from the ECHO Cohorts
AU - the program collaborators for Environmental influences on Child Health Outcomes
AU - Liu, Yun
AU - Wosu, Adaeze C.
AU - Fleisch, Abby F.
AU - Dunlop, Anne L.
AU - Starling, Anne P.
AU - Ferrara, Assiamira
AU - Dabelea, Dana
AU - Oken, Emily
AU - Buckley, Jessie P.
AU - Chatzi, Leda
AU - Karagas, Margaret R.
AU - Romano, Megan E.
AU - Schantz, Susan
AU - O’connor, Thomas G.
AU - Woodruff, Tracey J.
AU - Zhu, Yeyi
AU - Hamra, Ghassan B.
AU - Braun, Joseph M.
N1 - J.M.B. was financially compensated for his services as an expert witness for plaintiffs in litigation related to PFAS-contaminated drinking water. All other authors declare they have no actual or potential competing financial interests.We are grateful to ECHO participants for the time they have given to our studies. We also thank our Child Health Outcomes (ECHO) Program colleagues, the medical, nursing and program staff, as well as the children and families participating in the ECHO cohorts. We acknowledge the contributions of the following ECHO Program collaborators: Coordinating Center—P.B. Smith, K.L. Newby, and D.K. Benjamin (Duke Clinical Research Institute, Durham, North Carolina); Data Analysis Center—L.P. Jacobson (Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland) and C.B. Parker (Research Triangle Institute, Durham, North Carolina); Human Health Exposure Analysis Resource—P. Parsons and K. Kurunthacalam (Wadsworth Center, Menands, New York) and T. Fennell, S. Sumner, and X. Du (RTI International, Research Triangle Park, North Carolina). Research reported in this publication was supported by the ECHO Program, Office of the Director, National Institutes of Health (NIH), under awards U2COD023375 (Coordinating Center), U24OD023382 (Data Analysis Center), U24OD023319 (PRO Core), and UG3OD023272 (to S.S.), UH3OD023313 (S.CL.D.), UH3OD023275 (to M.R.K.), UH3OD023248 (to D.D.), UH3OD023289 (to A.F.), UH3OD023349 (to T.G.O.), UH3OD023286 (to E.O.), UH3OD023272 (to S.S. and T.J.W.). This work was supported by National Institute of Environmental Health Sciences grants R01ES019196 (to A.F.), P01ES022848 (to S.S.), P01ES022841 (to T.J.W.), R01HD034568 (to E.O.), R01ES030101 (to A.F.F.), RD83543301 (to T.J.W.), and RD83543401 (to S.S.) and by National Institute of General Medicine grant P20GM104416 (to M.R.K.). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. The data sets for this manuscript are not publicly available because, per the NIH-approved ECHO Data Sharing Policy, ECHO-wide data have not yet been made available to the public for review/analysis. Requests to access the data sets should be directed to the ECHO Data Analysis Center, [email protected].
Research reported in this publication was supported by the ECHO Program, Office of the Director, National Institutes of Health (NIH), under awards U2COD023375 (Coordinating Center), U24OD023382 (Data Analysis Center), U24OD023319 (PRO Core), and UG3OD023272 (to S.S.), UH3OD023313 (S.CL.D.), UH3OD023275 (to M.R.K.), UH3OD023248 (to D.D.), UH3OD023289 (to A.F.), UH3OD023349 (to T.G.O.), UH3OD023286 (to E.O.), UH3OD023272 (to S.S. and T.J.W.). This work was supported by National Institute of Environmental Health Sciences grants R01ES019196 (to A.F.), P01ES022848 (to S.S.), P01ES022841 (to T.J.W.), R01HD034568 (to E.O.), R01ES030101 (to A.F.F.), RD83543301 (to T.J.W.), and RD83543401 (to S.S.) and by National Institute of General Medicine grant P20GM104416 (to M.R.K.).
PY - 2023/6
Y1 - 2023/6
N2 - BACKGROUND: 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. OBJECTIVES: We estimated the associations of pregnancy PFAS concentrations with child body mass index (BMI) z-scores and risk of overweight/ obesity in eight U.S. cohorts. METHODS: 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 z-scores; 19.6% children had more than one BMI measurement. We estimated covariate-adjusted associations of individual PFAS and their mixture with child BMI z-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. RESULTS: We observed a pattern of subtle positive associations of PFAS concentrations in pregnancy with BMI z-scores and risk of overweight/obesity. For instance, each doubling in perfluorohexane sulfonic acid concentrations was associated with higher BMI z-scores (b =0:07; 95% CI: 0.01, 0.12). Each doubling in perfluroundecanoic acid [relative risk ðRRÞ =1:10; 95% CI: 1.04, 1.16] and N-methyl perfluorooctane sulfonamido acetic acid (RR = 1:06; 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. DISCUSSION: In eight U.S.-based prospective cohorts, gestational exposure to higher levels of PFAS were associated with slightly higher childhood BMI z-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.
AB - BACKGROUND: 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. OBJECTIVES: We estimated the associations of pregnancy PFAS concentrations with child body mass index (BMI) z-scores and risk of overweight/ obesity in eight U.S. cohorts. METHODS: 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 z-scores; 19.6% children had more than one BMI measurement. We estimated covariate-adjusted associations of individual PFAS and their mixture with child BMI z-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. RESULTS: We observed a pattern of subtle positive associations of PFAS concentrations in pregnancy with BMI z-scores and risk of overweight/obesity. For instance, each doubling in perfluorohexane sulfonic acid concentrations was associated with higher BMI z-scores (b =0:07; 95% CI: 0.01, 0.12). Each doubling in perfluroundecanoic acid [relative risk ðRRÞ =1:10; 95% CI: 1.04, 1.16] and N-methyl perfluorooctane sulfonamido acetic acid (RR = 1:06; 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. DISCUSSION: In eight U.S.-based prospective cohorts, gestational exposure to higher levels of PFAS were associated with slightly higher childhood BMI z-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.
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U2 - 10.1289/EHP11545
DO - 10.1289/EHP11545
M3 - Article
C2 - 37283528
AN - SCOPUS:85163240990
SN - 0091-6765
VL - 131
JO - Environmental health perspectives
JF - Environmental health perspectives
IS - 6
M1 - 067001
ER -