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

Zeyu Li; Guoying Wang; Joseph M Braun; Xiumei Hong; Giehae Choi; Shawn P O'Leary; Chang Ho Yu; Colleen Pearson; William G Adams; Zhihua Tina Fan; Jessie P Buckley; Xiaobin Wang

doi:10.1016/j.envint.2024.109206

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

Environ Int. 2024 Dec 15:195:109206. doi: 10.1016/j.envint.2024.109206. Online ahead of print.

Authors

Affiliations

¹ Center on the Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
² Department of Epidemiology, Brown University, Providence, RI, USA.
³ Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
⁴ Environmental and Chemical Laboratory Services, Public Health and Environmental Laboratories, New Jersey Department of Health, Trenton, NJ, USA.
⁵ Department of Pediatrics, Boston University Chobanian and Avedisian School of Medicine and Boston Medical Center, Boston, MA, USA.
⁶ Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. Electronic address: [email protected].
⁷ Center on the Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, MD, USA. Electronic address: [email protected].

PMID: 39705976
DOI: 10.1016/j.envint.2024.109206

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.

Keywords: BMI; Childhood overweight or obesity; DOHaD theory; Maternal overweight or obesity; PFAS; Prenatal exposure.