Leyre Notario Barandiaran, Julie A Bauer, Hannah E Laue, Antonio J Signes-Pastor, Brian P Jackson, Janet L Peacock, Juliette Madan, David C Bellinger, Susan Korrick, Margaret R Karagas
{"title":"随时间变化的元素混合物暴露与儿童5岁时的认知:来自新罕布什尔出生队列研究的发现。","authors":"Leyre Notario Barandiaran, Julie A Bauer, Hannah E Laue, Antonio J Signes-Pastor, Brian P Jackson, Janet L Peacock, Juliette Madan, David C Bellinger, Susan Korrick, Margaret R Karagas","doi":"10.1289/EHP16752","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Exposure to metals and metalloids (hereafter referred to as 'metals') during gestation and early childhood may affect children's neurodevelopment. However, few studies have simultaneously evaluated the impact of exposure to both essential and non-essential metals across specific windows of exposure on children's neurodevelopmental outcomes.</p><p><strong>Objective: </strong>To investigate whether levels of metals during gestation and the early postnatal period, individually and as a mixture, are related to child cognition at 5 years of age among participants in the New Hampshire Birth Cohort Study (NHBCS).</p><p><strong>Methods: </strong>We followed 278 NHBCS pregnancy-offspring dyads up to approximately 5 years of age. Total arsenic (As), copper (Cu), manganese (Mn), lead (Pb), selenium (Se), and zinc (Zn) were measured in toenail samples collected from pregnant persons at ~24 to 28 weeks of gestation (representing periconception and early pregnancy), and at ~6 weeks postpartum (representing mid-pregnancy), and their infants at ~6 weeks of age (representing early infancy). Cognitive development at 5 years was assessed using the Wechsler Preschool and Primary Scale of Intelligence (WPPSI-IV) which includes measures of full-scale intelligence quotient (FSIQ) and five composite indices. Associations between ln-metal toenail concentrations across multiple exposure windows and the six WPPSI-IV scores were estimated through mean field variational Bayes for lagged kernel machine regression (MFVB-LKMR). Potential effect modification by other elements in the mixture as well as sex were further explored.</p><p><strong>Results: </strong>Biomarkers of As exposures of periconception and early pregnancy, mid-pregnancy and early infancy were associated with lower cognitive scores at 5 years of age (e.g., FSIQ: -0.16 (95% Credible Interval (CrI): -0.24, -0.08) SD change). Periconception and early pregnancy exposures to Mn and Cu were associated with higher child cognitive scores. Sex differences were observed, especially with Mn exposure, with stronger positive associations among males during periconception and early pregnancy and among females during mid-pregnancy. For Pb and Zn exposures, associations with cognitive scores differed across exposure windows, exhibiting both positive and negative associations.</p><p><strong>Discussion: </strong>By evaluating multiple essential and non-essential elements across the three previously mentioned exposure windows, we found evidence of sensitive periods of susceptibility to child cognitive measures. While results for As indicated detrimental effects, those for Cu and Mn suggested beneficial trends across all exposure windows. https://doi.org/10.1289/EHP16752.</p>","PeriodicalId":11862,"journal":{"name":"Environmental Health Perspectives","volume":" ","pages":""},"PeriodicalIF":9.8000,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Time-varying exposure to element mixtures and children's cognition at 5 years of age: findings from the New Hampshire Birth Cohort Study.\",\"authors\":\"Leyre Notario Barandiaran, Julie A Bauer, Hannah E Laue, Antonio J Signes-Pastor, Brian P Jackson, Janet L Peacock, Juliette Madan, David C Bellinger, Susan Korrick, Margaret R Karagas\",\"doi\":\"10.1289/EHP16752\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Exposure to metals and metalloids (hereafter referred to as 'metals') during gestation and early childhood may affect children's neurodevelopment. However, few studies have simultaneously evaluated the impact of exposure to both essential and non-essential metals across specific windows of exposure on children's neurodevelopmental outcomes.</p><p><strong>Objective: </strong>To investigate whether levels of metals during gestation and the early postnatal period, individually and as a mixture, are related to child cognition at 5 years of age among participants in the New Hampshire Birth Cohort Study (NHBCS).</p><p><strong>Methods: </strong>We followed 278 NHBCS pregnancy-offspring dyads up to approximately 5 years of age. Total arsenic (As), copper (Cu), manganese (Mn), lead (Pb), selenium (Se), and zinc (Zn) were measured in toenail samples collected from pregnant persons at ~24 to 28 weeks of gestation (representing periconception and early pregnancy), and at ~6 weeks postpartum (representing mid-pregnancy), and their infants at ~6 weeks of age (representing early infancy). Cognitive development at 5 years was assessed using the Wechsler Preschool and Primary Scale of Intelligence (WPPSI-IV) which includes measures of full-scale intelligence quotient (FSIQ) and five composite indices. Associations between ln-metal toenail concentrations across multiple exposure windows and the six WPPSI-IV scores were estimated through mean field variational Bayes for lagged kernel machine regression (MFVB-LKMR). Potential effect modification by other elements in the mixture as well as sex were further explored.</p><p><strong>Results: </strong>Biomarkers of As exposures of periconception and early pregnancy, mid-pregnancy and early infancy were associated with lower cognitive scores at 5 years of age (e.g., FSIQ: -0.16 (95% Credible Interval (CrI): -0.24, -0.08) SD change). Periconception and early pregnancy exposures to Mn and Cu were associated with higher child cognitive scores. Sex differences were observed, especially with Mn exposure, with stronger positive associations among males during periconception and early pregnancy and among females during mid-pregnancy. For Pb and Zn exposures, associations with cognitive scores differed across exposure windows, exhibiting both positive and negative associations.</p><p><strong>Discussion: </strong>By evaluating multiple essential and non-essential elements across the three previously mentioned exposure windows, we found evidence of sensitive periods of susceptibility to child cognitive measures. While results for As indicated detrimental effects, those for Cu and Mn suggested beneficial trends across all exposure windows. https://doi.org/10.1289/EHP16752.</p>\",\"PeriodicalId\":11862,\"journal\":{\"name\":\"Environmental Health Perspectives\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":9.8000,\"publicationDate\":\"2025-06-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Health Perspectives\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1289/EHP16752\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Health Perspectives","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1289/EHP16752","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Time-varying exposure to element mixtures and children's cognition at 5 years of age: findings from the New Hampshire Birth Cohort Study.
Background: Exposure to metals and metalloids (hereafter referred to as 'metals') during gestation and early childhood may affect children's neurodevelopment. However, few studies have simultaneously evaluated the impact of exposure to both essential and non-essential metals across specific windows of exposure on children's neurodevelopmental outcomes.
Objective: To investigate whether levels of metals during gestation and the early postnatal period, individually and as a mixture, are related to child cognition at 5 years of age among participants in the New Hampshire Birth Cohort Study (NHBCS).
Methods: We followed 278 NHBCS pregnancy-offspring dyads up to approximately 5 years of age. Total arsenic (As), copper (Cu), manganese (Mn), lead (Pb), selenium (Se), and zinc (Zn) were measured in toenail samples collected from pregnant persons at ~24 to 28 weeks of gestation (representing periconception and early pregnancy), and at ~6 weeks postpartum (representing mid-pregnancy), and their infants at ~6 weeks of age (representing early infancy). Cognitive development at 5 years was assessed using the Wechsler Preschool and Primary Scale of Intelligence (WPPSI-IV) which includes measures of full-scale intelligence quotient (FSIQ) and five composite indices. Associations between ln-metal toenail concentrations across multiple exposure windows and the six WPPSI-IV scores were estimated through mean field variational Bayes for lagged kernel machine regression (MFVB-LKMR). Potential effect modification by other elements in the mixture as well as sex were further explored.
Results: Biomarkers of As exposures of periconception and early pregnancy, mid-pregnancy and early infancy were associated with lower cognitive scores at 5 years of age (e.g., FSIQ: -0.16 (95% Credible Interval (CrI): -0.24, -0.08) SD change). Periconception and early pregnancy exposures to Mn and Cu were associated with higher child cognitive scores. Sex differences were observed, especially with Mn exposure, with stronger positive associations among males during periconception and early pregnancy and among females during mid-pregnancy. For Pb and Zn exposures, associations with cognitive scores differed across exposure windows, exhibiting both positive and negative associations.
Discussion: By evaluating multiple essential and non-essential elements across the three previously mentioned exposure windows, we found evidence of sensitive periods of susceptibility to child cognitive measures. While results for As indicated detrimental effects, those for Cu and Mn suggested beneficial trends across all exposure windows. https://doi.org/10.1289/EHP16752.
期刊介绍:
Environmental Health Perspectives (EHP) is a monthly peer-reviewed journal supported by the National Institute of Environmental Health Sciences, part of the National Institutes of Health under the U.S. Department of Health and Human Services. Its mission is to facilitate discussions on the connections between the environment and human health by publishing top-notch research and news. EHP ranks third in Public, Environmental, and Occupational Health, fourth in Toxicology, and fifth in Environmental Sciences.