Cited by 16Per- and polyfluoroalkyl substances researchToxic Organic Pollutants ImpactBirth, Development, and Health

Associations of Early Life Per- and Polyfluoroalkyl Substances (PFAS) Exposure with Body Mass Index and Risk of Overweight or Obesity at Age 2-18 Years: Mixture Analysis in the Prospective Boston Birth Cohort

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Li, Zeyu, Wang, Guoying, Braun, Joseph M., Hong, Xiumei, Choi, Giehae, O’Leary, Shawn P., Yu, Chang Ho, Pearson, Colleen +4 more·2025·Environment International

Abstract

BACKGROUND: Per- and polyfluoroalkyl substances (PFAS) are a class of widespread persistent chemicals, which may have obesogenic effects during the fetal period. This study investigated the long-term association of maternal plasma PFAS concentrations at delivery and their mixture with child body mass index (BMI) and the risk of Overweight or Obesity (OWO) at the age of 2-18 years. METHODS: The study included 1189 mother-child dyads from the prospective Boston Birth Cohort. Eight PFAS were measured in maternal plasma samples collected 24-72 h after delivery. Outcomes were BMI Z-score and OWO status of children at 2-18 years. The exposure-outcome associations were evaluated with linear and modified Poisson mixed-effects regression for individual PFAS and Bayesian kernel machine regression and quantile-based g-computation models for PFAS mixture. We explored the effect modification by maternal pre-pregnancy OWO, child age, sex, and race. RESULTS: Maternal plasma samples had PFAS detection frequencies from 87 % to 100 % and geometric means ranging from 0.11 to 3.67 ng/mL. PFHpS and PFHxS were associated with higher child BMI Z-score. Such associations were stronger in children aged 6-12 years and 13-18 years than in 2-5 years. Stratified by maternal pre-pregnancy OWO, significant associations of the PFAS mixture with child BMI Z-score were only found in children of non-OWO mothers. In children aged 13-18 years, children with both high maternal plasma PFDeA, PFNA, and PFOA concentrations and maternal OWO had the highest risks of OWO compared to children with either only. Such synergistic effects were not found in younger children. CONCLUSIONS: Early life exposure to individual PFAS and their mixture were associated with a higher risk of childhood OWO, with stronger associations observed in older child age groups and in children of non-OWO mothers. Synergistic effects of PFAS exposures and maternal pre-pregnancy OWO became evident in adolescence.

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  1. Sant KE, Annunziato K, Conlin S, Teicher G, Chen P, Venezia O, Downes GB, Park Y, Timme-Laragy AR, 2021. Developmental exposures to perfluorooctanesulfonic acid (PFOS) impact embryonic nutrition, pancreatic morphology, and adiposity in the zebrafish. Danio Rerio. Environ. Poll 275. 10.1016/j.envpol.2021.116644. PMC8101273 33581636 · DOI

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Authors
Li, Z., Wang, G., Braun, J. M., Hong, X., Choi, G., O’Leary, S. P., Yu, C. H., Pearson, C., Adams, W. G., Fan, Z. (., Buckley, J. P., & Wang, X.
Affiliations
  • Johns Hopkins University (US)
  • Brown University (US)
  • New Jersey Department of Health (US)
  • Boston University (US)
  • University of North Carolina at Chapel Hill (US)
Corresponding author
  • Buckley, Jessie P.
  • Wang, Xiaobin
Venue
Environment International
Publisher
Elsevier BV
Published
2025-01
Volume
195
Pages
109206
ISSN
0160-4120 (ISSN-L)
OpenAlex
W4405394996
Cited by
16
References
57
Citations by year
2026: 7 · 2025: 9
FWCI
2.11
Type
journal article
Language
en
Open access
Locations
  • Environment International (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion, cc-by-nc-nd)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Maternal and Child Health Bureau (K99ES035464, UT7MC45949)
  • Centers for Disease Control and Prevention (U88EH001151)
  • National Institutes of Health (R01ES030078, K99ES035464, R01ES033252, U01ES034983, 2R01HD041702, R01ES031521, R01ES031272, R01HD098232)
  • U.S. Environmental Protection Agency
Topics
  • Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Toxic Organic Pollutants Impact
  • Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Birth, Development, and Health
Keywords
per- and polyfluoroalkyl substances, PFAS mixtures, childhood obesity, childhood overweight, body mass index, prenatal exposure, PFHxS, PFHpS, perfluorooctanoic acid, PFNA, synergistic effect, effect modification, adolescent obesity, Boston Birth Cohort
MeSH terms
Birth Cohort, Adolescent, Adult, Boston, Child, Child, Preschool, Environmental Exposure, Environmental Pollutants, Environmental Pollution, Female, Fluorocarbons, Humans, Male, Obesity, Pregnancy, Prenatal Exposure Delayed Effects, Prospective Studies, Body Mass Index, Maternal Exposure, Overweight, Young Adult, Pediatric Obesity

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