Full length article
Gestational exposure to environmental chemical mixtures and cognitive abilities in children: A pooled analysis of two North American birth cohorts

https://doi.org/10.1016/j.envint.2025.109298Get rights and content
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Highlights

  • Explored associations between early pregnancy chemical biomarkers and cognitive outcomes.
  • Exposure mixture was inversely associated with cognitive outcomes among male children.
  • A subset of chemical biomarkers are associated with a decline in PIQ scores among male children.

Abstract

Background

Gestational exposures to single toxic chemicals have been associated with cognitive deficits in children, but few studies have explored chemical mixtures.

Objectives

To evaluate the associations between gestational chemical biomarker mixtures and cognitive abilities in children from two prospective cohorts.

Methods

This study includes 617 birthing parent–child pairs from the Health Outcomes and Measures of the Environment (HOME) and Maternal-Infant Research on Environmental Chemicals (MIREC) Studies. We measured 29 chemical biomarkers (metals, persistent organic pollutants, perfluoroalkyl substances, organophosphate esters, phenols, phthalates, organophosphate pesticides, and parabens) in pregnant individuals during early pregnancy and their children’s cognitive abilities at ages 3 to 5 years using Wechsler Intelligence Scales. We assessed linear associations using quantile g-computation and non-linear associations using Bayesian Kernel Machine Regression (BKMR) methods, adjusted for covariates.

Results

Using quantile g-computation, we observed overall null associations between the chemical biomarker mixture and cognitive outcomes among preschool-age children. Although statistical significance was not attained for child sex as an effect modifier, our stratified analysis unveiled a moderate divergence in association trends. We noted a marginal inverse trend between the chemical biomarker mixture and cognitive scores [Full-Scale Intelligence Quotient (FSIQ) & Performance Intelligence Quotient (PIQ)] among males. Using quantile g-computation and BKMR methods, we observed that PBDE47, PFHxS, and di-ethyl organophosphates commonly contributed towards a decline in FSIQ scores in males. Among males, a quartile increase in the chemical biomarker mixture was associated with a 0.64-point decrease (95% CI: −2.59, 1.31) in the FSIQ score and a 1.59-point decrease (95% CI: −3.72, 0.54) in the PIQ score.

Conclusion

In this study, we observed a weak negative trend between the gestational chemical biomarker mixture and cognitive scores (FSIQ/PIQ) among males. Further studies are needed to confirm the findings between the longitudinal chemical biomarkers and child cognitive scores at school ages.

Keywords

Environmental chemical
Mixture
Gestational
Child IQ
Cognitive
WPPSI
WISC

Abbreviations

Pb
Lead
Hg
Mercury
DMA
Dimethylarsinic acid
DDE
Dichlorodiphenyldichloroethylene
PBDE47
2,2′4,4′-tetrabromodiphenyl ether
PCB118
2,3′,4,4′,5-Pentachlorobiphenyl
PCB138
2,2′,3,4,4′,5′-Hexachlorobiphenyl
PCB153
2,2′,4,4′,5,5′-Hexachlorobiphenyl
PCB180
2,2′,3,4,4′,5,5′-Heptachlorobiphenyl
PFHxS
Perfluorohexanesulfonate
PFOA
Perfluorooctanoate
PFOS
Perfluorooctanesulfonate
BCEP
bis2-chloroethyl phosphate
BDCIPP
bis1,3-dichloro-2-propyl phosphate
DNBP
di-n-butyl phosphate
DPHP
Diphenyl phosphate Triclosan Bisphenol-A
MBP
Mono-n-butyl phthalate
MBzP
Mono-benzyl phthalate
MCPP
Mono3-carboxypropyl phthalate
MEHHP
Mono 2-ethyl-5-hydroxyhexyl phthalate
MEHP
Mono-2-ethylhexyl phthalate
MEOHP
Mono-2-ethyl-5-oxohexyl phthalate
MCPP
Mono-2-ethyl-5-carboxypentyl phthalate
DEHP
di2-ethylhexyl phthalate
MEP
Monoethyl phthalate
MiBP
Monoisobutyl phthalate
DEP
Diethylphosphate
DMP
Dimethylphosphate
TC
total cholesterol
FC
free cholesterol
TG
triglycerides
PL
phospholipids
SG
specific gravity
WPPSI
Wechsler Preschool and Primary Scale of Intelligence
WISC
Wechsler Intelligence Scale for Children
FSIQ
Full scale intelligence quotient
PIQ
Performance Intelligence Quotient
VIQ
Visual Intelligence Quotient
HOME score
Home Observation for Measurement of the Environment score
HOME
Health Outcomes and Measures of the Environment
MIREC
Maternal-Infant Research on Environmental Chemicals
qgcomp
quantile g-computation
BKMR
Bayesian Kernel Machine Regression
PIPs
posterior inclusion probabilities

Data availability

The data that has been used is confidential.

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