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Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort
BACKGROUND: The developing fetal brain is sensitive to many environmental exposures. However, the independent and joint effects of prenatal exposure to metals and micronutrients on child cognition are not well understood. OBJECTIVES: Our aim was to evaluate associations of first-trimester ([Formula:...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Environmental Health Perspectives
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10431487/ https://www.ncbi.nlm.nih.gov/pubmed/37585348 http://dx.doi.org/10.1289/EHP12016 |
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author | Thilakaratne, Ruwan Lin, Pi-I D. Rifas-Shiman, Sheryl L. Wright, Robert O. Hubbard, Alan Hivert, Marie-France Bellinger, David Oken, Emily Cardenas, Andres |
author_facet | Thilakaratne, Ruwan Lin, Pi-I D. Rifas-Shiman, Sheryl L. Wright, Robert O. Hubbard, Alan Hivert, Marie-France Bellinger, David Oken, Emily Cardenas, Andres |
author_sort | Thilakaratne, Ruwan |
collection | PubMed |
description | BACKGROUND: The developing fetal brain is sensitive to many environmental exposures. However, the independent and joint effects of prenatal exposure to metals and micronutrients on child cognition are not well understood. OBJECTIVES: Our aim was to evaluate associations of first-trimester ([Formula: see text] wk) maternal erythrocyte concentrations of mixtures of nonessential and essential metals and micronutrients with early ([Formula: see text] y) and mid-childhood ([Formula: see text] y) cognitive test scores in Project Viva, a prebirth cohort in Boston, Massachusetts, USA. METHODS: We measured concentrations of five essential metals (Cu, Mg, Mn, Se, Zn) and two micronutrients (vitamin B12 and folate), together termed the “nutrient mixture,” as well as six nonessential metals (As, Ba, Cd, Cs, Hg, Pb), together termed the “neurotoxic mixture,” in first-trimester ([Formula: see text] wk) maternal erythrocytes (metals) or plasma (micronutrients). We assessed visual-motor function and receptive vocabulary in early childhood ([Formula: see text] y), and visual-motor function, visual memory, and fluid and crystallized intelligence in mid-childhood ([Formula: see text] y). We employed adjusted quantile g-computation and linear regression to estimate mixture and individual component associations, respectively. RESULTS: Analyses included 900 mother–child pairs (74% college graduates; 52% male children). In mixture analyses, a quartile increase in the nutrient mixture was associated with a mean difference in early childhood receptive vocabulary score of 1.58 points [95% confidence interval (CI): 0.06, 3.10], driven by Zn and Se. A quartile increase in the neurotoxic mixture was associated with a mean difference in mid-childhood visual-motor score of [Formula: see text] points (95% CI: [Formula: see text] , [Formula: see text]), driven by Ba and Cs. Linear regressions supported quantile g-computation findings for mixture component contributions. DISCUSSION: Maternal circulating concentrations of several essential (Zn and Se) and nonessential (Ba and Cs) metals were associated with some domains of child cognition. In this folate-replete cohort, first-trimester circulating concentrations of known neurotoxic metals, such as Pb, were not associated with child cognition. https://doi.org/10.1289/EHP12016 |
format | Online Article Text |
id | pubmed-10431487 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Environmental Health Perspectives |
record_format | MEDLINE/PubMed |
spelling | pubmed-104314872023-08-17 Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort Thilakaratne, Ruwan Lin, Pi-I D. Rifas-Shiman, Sheryl L. Wright, Robert O. Hubbard, Alan Hivert, Marie-France Bellinger, David Oken, Emily Cardenas, Andres Environ Health Perspect Research BACKGROUND: The developing fetal brain is sensitive to many environmental exposures. However, the independent and joint effects of prenatal exposure to metals and micronutrients on child cognition are not well understood. OBJECTIVES: Our aim was to evaluate associations of first-trimester ([Formula: see text] wk) maternal erythrocyte concentrations of mixtures of nonessential and essential metals and micronutrients with early ([Formula: see text] y) and mid-childhood ([Formula: see text] y) cognitive test scores in Project Viva, a prebirth cohort in Boston, Massachusetts, USA. METHODS: We measured concentrations of five essential metals (Cu, Mg, Mn, Se, Zn) and two micronutrients (vitamin B12 and folate), together termed the “nutrient mixture,” as well as six nonessential metals (As, Ba, Cd, Cs, Hg, Pb), together termed the “neurotoxic mixture,” in first-trimester ([Formula: see text] wk) maternal erythrocytes (metals) or plasma (micronutrients). We assessed visual-motor function and receptive vocabulary in early childhood ([Formula: see text] y), and visual-motor function, visual memory, and fluid and crystallized intelligence in mid-childhood ([Formula: see text] y). We employed adjusted quantile g-computation and linear regression to estimate mixture and individual component associations, respectively. RESULTS: Analyses included 900 mother–child pairs (74% college graduates; 52% male children). In mixture analyses, a quartile increase in the nutrient mixture was associated with a mean difference in early childhood receptive vocabulary score of 1.58 points [95% confidence interval (CI): 0.06, 3.10], driven by Zn and Se. A quartile increase in the neurotoxic mixture was associated with a mean difference in mid-childhood visual-motor score of [Formula: see text] points (95% CI: [Formula: see text] , [Formula: see text]), driven by Ba and Cs. Linear regressions supported quantile g-computation findings for mixture component contributions. DISCUSSION: Maternal circulating concentrations of several essential (Zn and Se) and nonessential (Ba and Cs) metals were associated with some domains of child cognition. In this folate-replete cohort, first-trimester circulating concentrations of known neurotoxic metals, such as Pb, were not associated with child cognition. https://doi.org/10.1289/EHP12016 Environmental Health Perspectives 2023-08-16 /pmc/articles/PMC10431487/ /pubmed/37585348 http://dx.doi.org/10.1289/EHP12016 Text en https://ehp.niehs.nih.gov/about-ehp/licenseEHP 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. |
spellingShingle | Research Thilakaratne, Ruwan Lin, Pi-I D. Rifas-Shiman, Sheryl L. Wright, Robert O. Hubbard, Alan Hivert, Marie-France Bellinger, David Oken, Emily Cardenas, Andres Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort |
title | Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort |
title_full | Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort |
title_fullStr | Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort |
title_full_unstemmed | Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort |
title_short | Mixtures of Metals and Micronutrients in Early Pregnancy and Cognition in Early and Mid-Childhood: Findings from the Project Viva Cohort |
title_sort | mixtures of metals and micronutrients in early pregnancy and cognition in early and mid-childhood: findings from the project viva cohort |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10431487/ https://www.ncbi.nlm.nih.gov/pubmed/37585348 http://dx.doi.org/10.1289/EHP12016 |
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