Prenatal exposure to metal mixtures and lung function in children from the New Hampshire birth cohort study

Prenatal exposure to metals/metalloids, even at common US population levels, may pose risks to fetal health, and affect children's lung function. Yet, the combined effects of simultaneous prenatal exposures on children's lung function remain largely unexplored. This study analyzed 11 metal...

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Veröffentlicht in:Environmental research 2023-12, Vol.238, p.117234-117234, Article 117234
Hauptverfasser: Signes-Pastor, Antonio J., Notario-Barandiaran, Leyre, Guill, Margaret, Madan, Juliette, Baker, Emily, Jackson, Brian, Karagas, Margaret R.
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container_start_page 117234
container_title Environmental research
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creator Signes-Pastor, Antonio J.
Notario-Barandiaran, Leyre
Guill, Margaret
Madan, Juliette
Baker, Emily
Jackson, Brian
Karagas, Margaret R.
description Prenatal exposure to metals/metalloids, even at common US population levels, may pose risks to fetal health, and affect children's lung function. Yet, the combined effects of simultaneous prenatal exposures on children's lung function remain largely unexplored. This study analyzed 11 metals (As speciation, Cd, Co, Cu, Mo, Ni, Pb, Sb, Se, Sn, Zn) in maternal urine during weeks 24–28 of gestation and evaluated lung function, including forced vital capacity (FVC) and forced expiratory volume in the first second of expiration (FEV1), in 316 US mother-child pairs at around age 7. We used Bayesian Kernel Machine Regression (BKMR), weighted quantile sum regression (WQSR), and multiple linear regression to examine the association between metal mixture exposure and children's lung function, adjusting for maternal smoking, child age, sex, and height. In BKMR models assessing combined exposure effects, limited evidence of metal non-linearity or interactions was found. Nevertheless, Co, As species, and Pb showed a negative association, while Mo exhibited a positive association with children's FVC and FEV1, with other metals held constant at their medians. The weighted index, from WQSR analysis assessing the cumulative impact of all metals, highlighted prenatal Mo with the highest positive weight, and Co, As, and Sb with the most substantial negative weights on children's FVC and FEV1. Urinary Co and Pb were negatively associated with FVC (β = −0.09, 95% confidence interval (CI) (−0.18; −0.01) and β = −0.07, 95% CI (−0.13; 0.00), respectively). Co was also negatively associated with FEV1 (β = −0.09, 95% CI (−0.18; 0.00). There was a negative association between As and FVC, and a positive association between Mo and both FVC and FEV1, though with wide confidence intervals. Our findings suggest that prenatal trace element exposures may impact children's lung function, emphasizing the importance of reducing toxic exposures and maintaining adequate nutrient levels. •Prenatal metal exposure at common US levels impacts child lung function.•Linear dose-response observed in metal analysis with minimal interactions.•Prenatal molybdenum associated with an enhancing trend in child lung function.•Prenatal exposure to arsenic, cobalt, and lead related to reduced child lung function.
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Yet, the combined effects of simultaneous prenatal exposures on children's lung function remain largely unexplored. This study analyzed 11 metals (As speciation, Cd, Co, Cu, Mo, Ni, Pb, Sb, Se, Sn, Zn) in maternal urine during weeks 24–28 of gestation and evaluated lung function, including forced vital capacity (FVC) and forced expiratory volume in the first second of expiration (FEV1), in 316 US mother-child pairs at around age 7. We used Bayesian Kernel Machine Regression (BKMR), weighted quantile sum regression (WQSR), and multiple linear regression to examine the association between metal mixture exposure and children's lung function, adjusting for maternal smoking, child age, sex, and height. In BKMR models assessing combined exposure effects, limited evidence of metal non-linearity or interactions was found. Nevertheless, Co, As species, and Pb showed a negative association, while Mo exhibited a positive association with children's FVC and FEV1, with other metals held constant at their medians. The weighted index, from WQSR analysis assessing the cumulative impact of all metals, highlighted prenatal Mo with the highest positive weight, and Co, As, and Sb with the most substantial negative weights on children's FVC and FEV1. Urinary Co and Pb were negatively associated with FVC (β = −0.09, 95% confidence interval (CI) (−0.18; −0.01) and β = −0.07, 95% CI (−0.13; 0.00), respectively). Co was also negatively associated with FEV1 (β = −0.09, 95% CI (−0.18; 0.00). There was a negative association between As and FVC, and a positive association between Mo and both FVC and FEV1, though with wide confidence intervals. 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Notario-Barandiaran, Leyre ; Guill, Margaret ; Madan, Juliette ; Baker, Emily ; Jackson, Brian ; Karagas, Margaret R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c418t-770dd94c025f9ede411663a3286b4b3451c9214d342e30877b2b245305ecbd853</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Bayesian theory</topic><topic>Biomarkers of exposure</topic><topic>children</topic><topic>children's environmental health</topic><topic>cohort studies</topic><topic>confidence interval</topic><topic>lung function</topic><topic>maternal exposure</topic><topic>Mixture</topic><topic>New Hampshire</topic><topic>pregnancy</topic><topic>regression analysis</topic><topic>Respiratory outcomes</topic><topic>species</topic><topic>Toxic metalloids</topic><topic>Toxic metals</topic><topic>toxicity</topic><topic>Trace elements</topic><topic>urine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Signes-Pastor, Antonio J.</creatorcontrib><creatorcontrib>Notario-Barandiaran, Leyre</creatorcontrib><creatorcontrib>Guill, Margaret</creatorcontrib><creatorcontrib>Madan, Juliette</creatorcontrib><creatorcontrib>Baker, Emily</creatorcontrib><creatorcontrib>Jackson, Brian</creatorcontrib><creatorcontrib>Karagas, Margaret R.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Signes-Pastor, Antonio J.</au><au>Notario-Barandiaran, Leyre</au><au>Guill, Margaret</au><au>Madan, Juliette</au><au>Baker, Emily</au><au>Jackson, Brian</au><au>Karagas, Margaret R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prenatal exposure to metal mixtures and lung function in children from the New Hampshire birth cohort study</atitle><jtitle>Environmental research</jtitle><date>2023-12-01</date><risdate>2023</risdate><volume>238</volume><spage>117234</spage><epage>117234</epage><pages>117234-117234</pages><artnum>117234</artnum><issn>0013-9351</issn><eissn>1096-0953</eissn><abstract>Prenatal exposure to metals/metalloids, even at common US population levels, may pose risks to fetal health, and affect children's lung function. Yet, the combined effects of simultaneous prenatal exposures on children's lung function remain largely unexplored. This study analyzed 11 metals (As speciation, Cd, Co, Cu, Mo, Ni, Pb, Sb, Se, Sn, Zn) in maternal urine during weeks 24–28 of gestation and evaluated lung function, including forced vital capacity (FVC) and forced expiratory volume in the first second of expiration (FEV1), in 316 US mother-child pairs at around age 7. We used Bayesian Kernel Machine Regression (BKMR), weighted quantile sum regression (WQSR), and multiple linear regression to examine the association between metal mixture exposure and children's lung function, adjusting for maternal smoking, child age, sex, and height. In BKMR models assessing combined exposure effects, limited evidence of metal non-linearity or interactions was found. Nevertheless, Co, As species, and Pb showed a negative association, while Mo exhibited a positive association with children's FVC and FEV1, with other metals held constant at their medians. The weighted index, from WQSR analysis assessing the cumulative impact of all metals, highlighted prenatal Mo with the highest positive weight, and Co, As, and Sb with the most substantial negative weights on children's FVC and FEV1. Urinary Co and Pb were negatively associated with FVC (β = −0.09, 95% confidence interval (CI) (−0.18; −0.01) and β = −0.07, 95% CI (−0.13; 0.00), respectively). Co was also negatively associated with FEV1 (β = −0.09, 95% CI (−0.18; 0.00). There was a negative association between As and FVC, and a positive association between Mo and both FVC and FEV1, though with wide confidence intervals. Our findings suggest that prenatal trace element exposures may impact children's lung function, emphasizing the importance of reducing toxic exposures and maintaining adequate nutrient levels. •Prenatal metal exposure at common US levels impacts child lung function.•Linear dose-response observed in metal analysis with minimal interactions.•Prenatal molybdenum associated with an enhancing trend in child lung function.•Prenatal exposure to arsenic, cobalt, and lead related to reduced child lung function.</abstract><pub>Elsevier Inc</pub><doi>10.1016/j.envres.2023.117234</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-4898-2480</orcidid><orcidid>https://orcid.org/0000-0003-0517-6307</orcidid><orcidid>https://orcid.org/0000-0002-6398-7362</orcidid><oa>free_for_read</oa></addata></record>
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source Elsevier ScienceDirect Journals
subjects Bayesian theory
Biomarkers of exposure
children
children's environmental health
cohort studies
confidence interval
lung function
maternal exposure
Mixture
New Hampshire
pregnancy
regression analysis
Respiratory outcomes
species
Toxic metalloids
Toxic metals
toxicity
Trace elements
urine
title Prenatal exposure to metal mixtures and lung function in children from the New Hampshire birth cohort study
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