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      Early-Life Exposure to a Mixture of Phenols and Phthalates in Relation to Child Social Behavior: Applying an Evidence-Based Prioritization to a Cohort with Improved Exposure Assessment

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          Abstract

          Background:

          Previous studies aiming at relating exposure to phenols and phthalates with child social behavior characterized exposure using one or a few spot urine samples, resulting in substantial exposure misclassification. Moreover, early infancy exposure was rarely studied.

          Objectives:

          We aimed to examine the associations of phthalates and phenols with child social behavior in a cohort with improved exposure assessment and to a priori identify the chemicals supported by a higher weight of evidence.

          Methods:

          Among 406 mother–child pairs from the French Assessment of Air Pollution exposure during Pregnancy and Effect on Health (SEPAGES) cohort, 25 phenols/phthalate metabolites were measured in within-subject pools of repeated urine samples collected at the second and third pregnancy trimesters ( 21 samples/trimester) and at 2 months and 1-year of age ( 7 samples/period). Social behavior was parent-reported at 3 years of age of the child using the Social Responsiveness Scale (SRS). A structured literature review of the animal and human evidence was performed to prioritize the measured phthalates/phenols based on their likelihood to affect social behavior. Both adjusted linear regression and Bayesian Weighted Quantile Sum (BWQS) regression models were fitted. False discovery rate (FDR) correction was applied only to nonprioritized chemicals.

          Results:

          Prioritized compounds included bisphenol A, bisphenol S, triclosan (TCS), diethyl-hexyl phthalate ( Σ DEHP ), mono-ethyl phthalate (MEP), mono- n -butyl phthalate (MnBP), and mono-benzyl phthalate (MBzP). With the exception of bisphenols, which showed a mixed pattern of positive and negative associations in pregnant mothers and neonates, few prenatal associations were observed. Most associations were observed with prioritized chemicals measured in 1-y-old infants: Each doubling in urinary TCS ( β = 0.78 ; 95% CI: 0.00, 1.55) and MEP ( β = 0.92 ; 95% CI: 0.11 , 1.96) concentrations were associated with worse total SRS scores, whereas MnBP and Σ DEHP were associated with worse Social Awareness ( β = 0.25 ; 95% CI: 0.01, 0.50) and Social Communication ( β = 0.43 ; 95% CI: 0.02 , 0.89) scores, respectively. BWQS also suggested worse total SRS [ Beta  1 = 1.38 ; 95% credible interval (CrI): 0.18 , 2.97], Social Awareness ( Beta  1 = 0.37 ; 95% CrI: 0.06, 0.70), and Social Communication ( Beta  1 = 0.91 ; 95% CrI: 0.31, 1.53) scores per quartile increase in the mixture of prioritized compounds assessed in 1-y-old infants. The few associations observed with nonprioritized chemicals did not remain after FDR correction, with the exception of benzophenone-3 exposure in 1-y-old infants, which was suggestively associated with worse Social Communication scores (corrected p = 0.07 ).

          Discussion:

          The literature search allowed us to adapt our statistical analysis according to the weight of evidence and create a corpus of experimental and epidemiological knowledge to better interpret our findings. Early infancy appears to be a sensitive exposure window that should be further investigated. https://doi.org/10.1289/EHP11798

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          A self-assessment scale has been developed and found to be a reliable instrument for detecting states of depression and anxiety in the setting of an hospital medical outpatient clinic. The anxiety and depressive subscales are also valid measures of severity of the emotional disorder. It is suggested that the introduction of the scales into general hospital practice would facilitate the large task of detection and management of emotional disorder in patients under investigation and treatment in medical and surgical departments.
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              No Adjustments Are Needed for Multiple Comparisons

              Adjustments for making multiple comparisons in large bodies of data are recommended to avoid rejecting the null hypothesis too readily. Unfortunately, reducing the type I error for null associations increases the type II error for those associations that are not null. The theoretical basis for advocating a routine adjustment for multiple comparisons is the "universal null hypothesis" that "chance" serves as the first-order explanation for observed phenomena. This hypothesis undermines the basic premises of empirical research, which holds that nature follows regular laws that may be studied through observations. A policy of not making adjustments for multiple comparisons is preferable because it will lead to fewer errors of interpretation when the data under evaluation are not random numbers but actual observations on nature. Furthermore, scientists should not be so reluctant to explore leads that may turn out to be wrong that they penalize themselves by missing possibly important findings.
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                Author and article information

                Journal
                Environ Health Perspect
                Environ Health Perspect
                EHP
                Environmental Health Perspectives
                Environmental Health Perspectives
                0091-6765
                1552-9924
                9 August 2023
                August 2023
                : 131
                : 8
                : 087006
                Affiliations
                [ 1 ]University Grenoble Alpes, Inserm U 1209, CNRS UMR 5309, Team of Environmental Epidemiology Applied to Development and Respiratory Health, Institute for Advanced Biosciences , Grenoble, France
                [ 2 ]Pediatric Department, Grenoble Alpes University Hospital , La Tronche, France
                [ 3 ]Norwegian Institute of Public Health , Oslo, Norway
                [ 4 ]Centre Hospitalier Universitaire de Québec - Université Laval Research Center , Québec City, Canada
                Author notes
                Address correspondence to Vicente Mustieles, Institute for Advanced Biosciences, Grenoble Alpes University – INSERM U1209 – CNRS UMR5309, Site Santé – Allée des Alpes, 38700 La Tronche, France. Telephone: 33 476 54 94 66. Email: vmustieles@ 123456ugr.es
                Author information
                https://orcid.org/0000-0002-2010-5438
                Article
                EHP11798
                10.1289/EHP11798
                10411634
                ff348745-2478-4243-8b74-3b1ab82cb3e3

                EHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted.

                History
                : 30 June 2022
                : 10 May 2023
                : 26 June 2023
                Categories
                Research

                Public health
                Public health

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