Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies

Linear regression is often used to estimate associations between chemical exposures and neurodevelopment at the mean of the outcome. However, the potential effect of chemicals may be greater among individuals at the ‘tails’ of outcome distributions. Here, we investigated distributional effects on th...

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Main Authors: Marisa A. Patti, Craig Newschaffer, Melissa Eliot, Ghassan B. Hamra, Aimin Chen, Lisa A. Croen, M. Daniele Fallin, Irva Hertz-Picciotto, Geetika Kalloo, Jane C. Khoury, Bruce P. Lanphear, Kristen Lyall, Kimberly Yolton, Joseph M. Braun
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/3/1254
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spelling doaj-42079794f1024e42861c817f7664fb622021-01-31T00:03:28ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-01-01181254125410.3390/ijerph18031254Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME StudiesMarisa A. Patti0Craig Newschaffer1Melissa Eliot2Ghassan B. Hamra3Aimin Chen4Lisa A. Croen5M. Daniele Fallin6Irva Hertz-Picciotto7Geetika Kalloo8Jane C. Khoury9Bruce P. Lanphear10Kristen Lyall11Kimberly Yolton12Joseph M. Braun13Department of Epidemiology, Brown University, Providence, RI 02903, USAA.J. Drexel Autism Institute, Drexel University, Philadelphia, PA 19104, USADepartment of Epidemiology, Brown University, Providence, RI 02903, USADepartment of Epidemiology, Johns Hopkins University, Baltimore, MD 21205, USADepartment of Biostatistics Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USADivision of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USADepartment of Mental Health, Johns Hopkins University, Baltimore, MD 21205, USADepartment of Public Health Sciences, University of California, Davis, CA 95616, USAHealthCore Inc., Wilmington, DE 19801, USADivision of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45267, USAFaculty of Health Sciences, Simon Fraser University, Vancouver, BC, CanadaA.J. Drexel Autism Institute, Drexel University, Philadelphia, PA 19104, USADepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USADepartment of Epidemiology, Brown University, Providence, RI 02903, USALinear regression is often used to estimate associations between chemical exposures and neurodevelopment at the mean of the outcome. However, the potential effect of chemicals may be greater among individuals at the ‘tails’ of outcome distributions. Here, we investigated distributional effects on the associations between gestational phthalate exposure and child Autism Spectrum Disorder (ASD)-related behaviors using quantile regression. We harmonized data from the Early Autism Risk Longitudinal Investigation (EARLI) (<i>n</i> = 140) Study, an enriched-risk cohort of mothers who had a child with ASD, and the Health Outcomes and Measures of the Environment (HOME) Study (<i>n</i> = 276), a general population cohort. We measured concentrations of 9 phthalate metabolites in urine samples collected twice during pregnancy. Caregivers reported children’s ASD-related behaviors using the Social Responsiveness Scale (SRS) at age 3–8 years; higher scores indicate more ASD-related behaviors. In EARLI, associations between phthalate concentrations and SRS scores were predominately inverse or null across SRS score quantiles. In HOME, positive associations of mono-n-butyl phthalate, monobenzyl phthalate, mono-isobutyl phthalate, and di-2-ethylhexyl phthalate concentrations with SRS scores increased in strength from the median to 95th percentile of SRS scores. These results suggest associations between phthalate concentrations and SRS scores may be stronger in individuals with higher SRS scores.https://www.mdpi.com/1660-4601/18/3/1254phthalatesprenatalendocrine-disrupting chemicalsneurodevelopment
collection DOAJ
language English
format Article
sources DOAJ
author Marisa A. Patti
Craig Newschaffer
Melissa Eliot
Ghassan B. Hamra
Aimin Chen
Lisa A. Croen
M. Daniele Fallin
Irva Hertz-Picciotto
Geetika Kalloo
Jane C. Khoury
Bruce P. Lanphear
Kristen Lyall
Kimberly Yolton
Joseph M. Braun
spellingShingle Marisa A. Patti
Craig Newschaffer
Melissa Eliot
Ghassan B. Hamra
Aimin Chen
Lisa A. Croen
M. Daniele Fallin
Irva Hertz-Picciotto
Geetika Kalloo
Jane C. Khoury
Bruce P. Lanphear
Kristen Lyall
Kimberly Yolton
Joseph M. Braun
Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies
International Journal of Environmental Research and Public Health
phthalates
prenatal
endocrine-disrupting chemicals
neurodevelopment
author_facet Marisa A. Patti
Craig Newschaffer
Melissa Eliot
Ghassan B. Hamra
Aimin Chen
Lisa A. Croen
M. Daniele Fallin
Irva Hertz-Picciotto
Geetika Kalloo
Jane C. Khoury
Bruce P. Lanphear
Kristen Lyall
Kimberly Yolton
Joseph M. Braun
author_sort Marisa A. Patti
title Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies
title_short Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies
title_full Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies
title_fullStr Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies
title_full_unstemmed Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies
title_sort gestational exposure to phthalates and social responsiveness scores in children using quantile regression: the earli and home studies
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-01-01
description Linear regression is often used to estimate associations between chemical exposures and neurodevelopment at the mean of the outcome. However, the potential effect of chemicals may be greater among individuals at the ‘tails’ of outcome distributions. Here, we investigated distributional effects on the associations between gestational phthalate exposure and child Autism Spectrum Disorder (ASD)-related behaviors using quantile regression. We harmonized data from the Early Autism Risk Longitudinal Investigation (EARLI) (<i>n</i> = 140) Study, an enriched-risk cohort of mothers who had a child with ASD, and the Health Outcomes and Measures of the Environment (HOME) Study (<i>n</i> = 276), a general population cohort. We measured concentrations of 9 phthalate metabolites in urine samples collected twice during pregnancy. Caregivers reported children’s ASD-related behaviors using the Social Responsiveness Scale (SRS) at age 3–8 years; higher scores indicate more ASD-related behaviors. In EARLI, associations between phthalate concentrations and SRS scores were predominately inverse or null across SRS score quantiles. In HOME, positive associations of mono-n-butyl phthalate, monobenzyl phthalate, mono-isobutyl phthalate, and di-2-ethylhexyl phthalate concentrations with SRS scores increased in strength from the median to 95th percentile of SRS scores. These results suggest associations between phthalate concentrations and SRS scores may be stronger in individuals with higher SRS scores.
topic phthalates
prenatal
endocrine-disrupting chemicals
neurodevelopment
url https://www.mdpi.com/1660-4601/18/3/1254
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