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Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents

Cognitive flexibility, the ability to smoothly adapt to changing circumstances, is a skill that is vital to higher-level executive functions such as problem-solving, planning, and reasoning. As it undergoes substantial development during adolescence, decrements in cognitive flexibility may not becom...

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Autores principales: Oppenheimer, Anna V., Bellinger, David C., Coull, Brent A., Weisskopf, Marc G., Korrick, Susan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708222/
https://www.ncbi.nlm.nih.gov/pubmed/34941764
http://dx.doi.org/10.3390/toxics9120329
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author Oppenheimer, Anna V.
Bellinger, David C.
Coull, Brent A.
Weisskopf, Marc G.
Korrick, Susan A.
author_facet Oppenheimer, Anna V.
Bellinger, David C.
Coull, Brent A.
Weisskopf, Marc G.
Korrick, Susan A.
author_sort Oppenheimer, Anna V.
collection PubMed
description Cognitive flexibility, the ability to smoothly adapt to changing circumstances, is a skill that is vital to higher-level executive functions such as problem-solving, planning, and reasoning. As it undergoes substantial development during adolescence, decrements in cognitive flexibility may not become apparent until this time. There is evidence that prenatal exposure to individual chemicals may adversely impact executive functions in children, but few studies have explored the association of co-exposure to multiple chemicals with cognitive flexibility specifically among adolescents. We investigated this association among a diverse group of adolescents living near a Superfund site in New Bedford, Massachusetts. Specifically, using Bayesian kernel machine regression (BKMR) and multivariable regression analyses, we investigated the association of biomarkers of prenatal exposure to organochlorines (DDE, HCB, PCBs) and metals (lead, manganese) with cognitive flexibility, measured with four subtests of the Delis-Kaplan Executive Function System. In BKMR models, we observed adverse joint associations of the chemical mixture with two of the four cognitive flexibility subtests. In covariate-adjusted linear regression models, a two-fold increase in cord blood Mn was associated with poorer performance on two of the subtests: Trail-Making (scaled score difference = −0.60; 95% CI: −1.16, −0.05 points) and Color-Word Interference (scaled score difference = −0.53; 95% CI: −1.08, 0.01 points). These adverse Mn-cognitive flexibility associations were supported by the results of the BKMR. There was little evidence of effect modification by sex and some evidence of effect modification by a measure of social disadvantage, particularly for the associations between HCB and cognitive flexibility. This study is among the first to provide evidence of an adverse association of prenatal exposure to a chemical mixture with cognitive flexibility in adolescence.
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spelling pubmed-87082222021-12-25 Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents Oppenheimer, Anna V. Bellinger, David C. Coull, Brent A. Weisskopf, Marc G. Korrick, Susan A. Toxics Article Cognitive flexibility, the ability to smoothly adapt to changing circumstances, is a skill that is vital to higher-level executive functions such as problem-solving, planning, and reasoning. As it undergoes substantial development during adolescence, decrements in cognitive flexibility may not become apparent until this time. There is evidence that prenatal exposure to individual chemicals may adversely impact executive functions in children, but few studies have explored the association of co-exposure to multiple chemicals with cognitive flexibility specifically among adolescents. We investigated this association among a diverse group of adolescents living near a Superfund site in New Bedford, Massachusetts. Specifically, using Bayesian kernel machine regression (BKMR) and multivariable regression analyses, we investigated the association of biomarkers of prenatal exposure to organochlorines (DDE, HCB, PCBs) and metals (lead, manganese) with cognitive flexibility, measured with four subtests of the Delis-Kaplan Executive Function System. In BKMR models, we observed adverse joint associations of the chemical mixture with two of the four cognitive flexibility subtests. In covariate-adjusted linear regression models, a two-fold increase in cord blood Mn was associated with poorer performance on two of the subtests: Trail-Making (scaled score difference = −0.60; 95% CI: −1.16, −0.05 points) and Color-Word Interference (scaled score difference = −0.53; 95% CI: −1.08, 0.01 points). These adverse Mn-cognitive flexibility associations were supported by the results of the BKMR. There was little evidence of effect modification by sex and some evidence of effect modification by a measure of social disadvantage, particularly for the associations between HCB and cognitive flexibility. This study is among the first to provide evidence of an adverse association of prenatal exposure to a chemical mixture with cognitive flexibility in adolescence. MDPI 2021-12-02 /pmc/articles/PMC8708222/ /pubmed/34941764 http://dx.doi.org/10.3390/toxics9120329 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Oppenheimer, Anna V.
Bellinger, David C.
Coull, Brent A.
Weisskopf, Marc G.
Korrick, Susan A.
Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents
title Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents
title_full Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents
title_fullStr Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents
title_full_unstemmed Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents
title_short Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents
title_sort prenatal exposure to chemical mixtures and cognitive flexibility among adolescents
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8708222/
https://www.ncbi.nlm.nih.gov/pubmed/34941764
http://dx.doi.org/10.3390/toxics9120329
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