Carly V. Goodman , Christine Till , Rivka Green , Jana El-Sabbagh , Tye E. Arbuckle , Richard Hornung , Bruce Lanphear , Jean R. Seguin , Linda Booij , Mandy Fisher , Gina Muckle , Maryse F. Bouchard , Jillian Ashley-Martin
{"title":"Prenatal exposure to legacy PFAS and neurodevelopment in preschool-aged Canadian children: The MIREC cohort","authors":"Carly V. Goodman , Christine Till , Rivka Green , Jana El-Sabbagh , Tye E. Arbuckle , Richard Hornung , Bruce Lanphear , Jean R. Seguin , Linda Booij , Mandy Fisher , Gina Muckle , Maryse F. Bouchard , Jillian Ashley-Martin","doi":"10.1016/j.ntt.2023.107181","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Exposure to perfluoroalkyl substances (PFAS) has been shown to be neurotoxic in experimental studies, but epidemiological evidence linking prenatal PFAS exposure to child neurodevelopment is equivocal and scarce.</p></div><div><h3>Objective</h3><p>To quantify associations between prenatal exposure to legacy PFAS and children's intelligence (IQ) and executive functioning (EF) in a Canadian pregnancy and birth cohort and to determine if these associations differ by child sex.</p></div><div><h3>Methods</h3><p>We measured first-trimester plasma concentrations of perfluorooctanoic acid (PFOA), perfluorooctanesulfonic acid (PFOS), and perfluorohexanesulfonic acid (PFHxS) in the Maternal-Infant Research on Environmental Chemicals (MIREC) study and assessed children's full-scale (<em>n</em> = 522), performance (<em>n</em> = 517), and verbal (<em>n</em> = 519) IQ using the Wechsler Preschool and Primary Scale of Intelligence (WPPSI-III). Children's working memory (<em>n =</em> 513) and ability to plan and organize (<em>n</em> = 514) were assessed using a parent-reported questionnaire, the Behavior Rating Inventory of Executive Function - Preschool Version (BRIEF-P). We quantified associations between individual log2-transformed PFAS exposure and children's IQ and EF using multiple linear regression analyses and evaluated effect modification by child sex. We also used Repeated Holdout Weighted Quantile Sum (WQS) regression models with effect modification by child sex to quantify the effect of combined exposure to all three PFAS chemicals on IQ and EF. All models were adjusted for key sociodemographic characteristics.</p></div><div><h3>Results</h3><p>Geometric mean plasma concentrations (IQR) for PFOA, PFOS and PFHxS were 1.68 (1.10–2.50), 4.97 (3.20–6.20) and 1.09 (0.67–1.60) μg/L respectively. We found evidence of effect modification by child sex in all models examining performance IQ (<em>p</em> < .01). Specifically, every doubling of PFOA, PFOS, and or PFHxS was inversely associated with performance IQ, but only in males (PFOA: <em>B</em> = −2.80, 95% CI: −4.92, −0.68; PFOS: <em>B</em> = −2.64, 95% CI: −4.77, −0.52; PFHxS: <em>B</em> = −2.92, 95% CI: −4.72, −1.12). Similarly, every quartile increase in the WQS index was associated with poorer performance IQ in males (<em>B</em> = −3.16, 95% CI: −4.90, −1.43), with PFHxS contributing the largest weight to the index. In contrast, no significant association was found for females (<em>B</em> = 0.63, 95% CI: −0.99, 2.26). No significant associations were found for EF in either males or females.</p></div><div><h3>Conclusions</h3><p>Higher prenatal PFAS exposure was associated with lower performance IQ in males, suggesting that this association may be sex- and domain-specific.</p></div>","PeriodicalId":19144,"journal":{"name":"Neurotoxicology and teratology","volume":"98 ","pages":"Article 107181"},"PeriodicalIF":2.6000,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neurotoxicology and teratology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0892036223000314","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 2
Abstract
Background
Exposure to perfluoroalkyl substances (PFAS) has been shown to be neurotoxic in experimental studies, but epidemiological evidence linking prenatal PFAS exposure to child neurodevelopment is equivocal and scarce.
Objective
To quantify associations between prenatal exposure to legacy PFAS and children's intelligence (IQ) and executive functioning (EF) in a Canadian pregnancy and birth cohort and to determine if these associations differ by child sex.
Methods
We measured first-trimester plasma concentrations of perfluorooctanoic acid (PFOA), perfluorooctanesulfonic acid (PFOS), and perfluorohexanesulfonic acid (PFHxS) in the Maternal-Infant Research on Environmental Chemicals (MIREC) study and assessed children's full-scale (n = 522), performance (n = 517), and verbal (n = 519) IQ using the Wechsler Preschool and Primary Scale of Intelligence (WPPSI-III). Children's working memory (n = 513) and ability to plan and organize (n = 514) were assessed using a parent-reported questionnaire, the Behavior Rating Inventory of Executive Function - Preschool Version (BRIEF-P). We quantified associations between individual log2-transformed PFAS exposure and children's IQ and EF using multiple linear regression analyses and evaluated effect modification by child sex. We also used Repeated Holdout Weighted Quantile Sum (WQS) regression models with effect modification by child sex to quantify the effect of combined exposure to all three PFAS chemicals on IQ and EF. All models were adjusted for key sociodemographic characteristics.
Results
Geometric mean plasma concentrations (IQR) for PFOA, PFOS and PFHxS were 1.68 (1.10–2.50), 4.97 (3.20–6.20) and 1.09 (0.67–1.60) μg/L respectively. We found evidence of effect modification by child sex in all models examining performance IQ (p < .01). Specifically, every doubling of PFOA, PFOS, and or PFHxS was inversely associated with performance IQ, but only in males (PFOA: B = −2.80, 95% CI: −4.92, −0.68; PFOS: B = −2.64, 95% CI: −4.77, −0.52; PFHxS: B = −2.92, 95% CI: −4.72, −1.12). Similarly, every quartile increase in the WQS index was associated with poorer performance IQ in males (B = −3.16, 95% CI: −4.90, −1.43), with PFHxS contributing the largest weight to the index. In contrast, no significant association was found for females (B = 0.63, 95% CI: −0.99, 2.26). No significant associations were found for EF in either males or females.
Conclusions
Higher prenatal PFAS exposure was associated with lower performance IQ in males, suggesting that this association may be sex- and domain-specific.
期刊介绍:
Neurotoxicology and Teratology provides a forum for publishing new information regarding the effects of chemical and physical agents on the developing, adult or aging nervous system. In this context, the fields of neurotoxicology and teratology include studies of agent-induced alterations of nervous system function, with a focus on behavioral outcomes and their underlying physiological and neurochemical mechanisms. The Journal publishes original, peer-reviewed Research Reports of experimental, clinical, and epidemiological studies that address the neurotoxicity and/or functional teratology of pesticides, solvents, heavy metals, nanomaterials, organometals, industrial compounds, mixtures, drugs of abuse, pharmaceuticals, animal and plant toxins, atmospheric reaction products, and physical agents such as radiation and noise. These reports include traditional mammalian neurotoxicology experiments, human studies, studies using non-mammalian animal models, and mechanistic studies in vivo or in vitro. Special Issues, Reviews, Commentaries, Meeting Reports, and Symposium Papers provide timely updates on areas that have reached a critical point of synthesis, on aspects of a scientific field undergoing rapid change, or on areas that present special methodological or interpretive problems. Theoretical Articles address concepts and potential mechanisms underlying actions of agents of interest in the nervous system. The Journal also publishes Brief Communications that concisely describe a new method, technique, apparatus, or experimental result.