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Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study
BACKGROUND: Many populations are exposed to arsenic, lead, and manganese. These metals influence immune function. We evaluated the association between exposure to single and multiple metals, including arsenic, lead, and manganese, to humoral immunity as measured by antibody concentrations to diphthe...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146972/ https://www.ncbi.nlm.nih.gov/pubmed/32276596 http://dx.doi.org/10.1186/s12940-020-00592-z |
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author | Welch, Barrett M. Branscum, Adam Geldhof, G. John Ahmed, Sharia M. Hystad, Perry Smit, Ellen Afroz, Sakila Megowan, Meghan Golam, Mostofa Sharif, Omar Rahman, Mahmuder Quamruzzaman, Quazi Christiani, David C. Kile, Molly L. |
author_facet | Welch, Barrett M. Branscum, Adam Geldhof, G. John Ahmed, Sharia M. Hystad, Perry Smit, Ellen Afroz, Sakila Megowan, Meghan Golam, Mostofa Sharif, Omar Rahman, Mahmuder Quamruzzaman, Quazi Christiani, David C. Kile, Molly L. |
author_sort | Welch, Barrett M. |
collection | PubMed |
description | BACKGROUND: Many populations are exposed to arsenic, lead, and manganese. These metals influence immune function. We evaluated the association between exposure to single and multiple metals, including arsenic, lead, and manganese, to humoral immunity as measured by antibody concentrations to diphtheria and tetanus toxoid among vaccinated Bangladeshi children. Additionally, we examined if this association was potentially mediated by nutritional status. METHODS: Antibody concentrations to diphtheria and tetanus were measured in children’s serum at age 5 (n = 502). Household drinking water was sampled to quantify arsenic (W-As) and manganese (W-Mn), whereas lead was measured in blood (B-Pb). Exposure samples were taken during pregnancy, toddlerhood, and early childhood. Multiple linear regression models (MLRs) with single or combined metal predictors were used to determine the association with antibody outcomes. MLR results were transformed to units of percent change in outcome per doubling of exposure to improve interpretability. Structural equation models (SEMs) were used to further assess exposure to metal mixtures. SEMs regressed a latent exposure variable (Metals), informed by all measured metal variables (W-As, W-Mn, and B-Pb), on a latent outcome variable (Antibody), informed by measured antibody variables (diphtheria and tetanus). Weight-for-age z-score (WFA) at age 5 was evaluated as a mediator. RESULTS: Diphtheria antibody was negatively associated with W-As during pregnancy in MLR, but associations were attenuated after adjusting for W-Mn and B-Pb (− 2.9% change in diphtheria antibody per doubling in W-As, 95% confidence interval [CI]: − 7%, 1.5%). Conversely, pregnancy levels of B-Pb were positively associated with tetanus antibody, even after adjusting for W-As and W-Mn (13.3%, 95% CI: 1.7%, 26.3%). Overall, null associations were observed between W-Mn and antibody outcomes. Analysis by SEMs showed that the latent Metals mixture was significantly associated with the latent Antibody outcome (β = − 0.16, 95% CI: − 0.26, − 0.05), but the Metals variable was characterized by positive and negative loadings of W-As and B-Pb, respectively. Sex-stratified MLR and SEM analyses showed W-As and B-Pb associations were exclusive to females. Mediation by WFA was null, indicating Metals only had direct effects on Antibody. CONCLUSIONS: We observed significant modulation of vaccine antibody concentrations among children with pregnancy and early life exposures to drinking water arsenic and blood lead. We found distinct differences by child sex, as only females were susceptible to metal-related modulations in antibody levels. Weight-for-age, a nutritional status proxy, did not mediate the association between the metal mixture and vaccine antibody. |
format | Online Article Text |
id | pubmed-7146972 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71469722020-04-18 Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study Welch, Barrett M. Branscum, Adam Geldhof, G. John Ahmed, Sharia M. Hystad, Perry Smit, Ellen Afroz, Sakila Megowan, Meghan Golam, Mostofa Sharif, Omar Rahman, Mahmuder Quamruzzaman, Quazi Christiani, David C. Kile, Molly L. Environ Health Research BACKGROUND: Many populations are exposed to arsenic, lead, and manganese. These metals influence immune function. We evaluated the association between exposure to single and multiple metals, including arsenic, lead, and manganese, to humoral immunity as measured by antibody concentrations to diphtheria and tetanus toxoid among vaccinated Bangladeshi children. Additionally, we examined if this association was potentially mediated by nutritional status. METHODS: Antibody concentrations to diphtheria and tetanus were measured in children’s serum at age 5 (n = 502). Household drinking water was sampled to quantify arsenic (W-As) and manganese (W-Mn), whereas lead was measured in blood (B-Pb). Exposure samples were taken during pregnancy, toddlerhood, and early childhood. Multiple linear regression models (MLRs) with single or combined metal predictors were used to determine the association with antibody outcomes. MLR results were transformed to units of percent change in outcome per doubling of exposure to improve interpretability. Structural equation models (SEMs) were used to further assess exposure to metal mixtures. SEMs regressed a latent exposure variable (Metals), informed by all measured metal variables (W-As, W-Mn, and B-Pb), on a latent outcome variable (Antibody), informed by measured antibody variables (diphtheria and tetanus). Weight-for-age z-score (WFA) at age 5 was evaluated as a mediator. RESULTS: Diphtheria antibody was negatively associated with W-As during pregnancy in MLR, but associations were attenuated after adjusting for W-Mn and B-Pb (− 2.9% change in diphtheria antibody per doubling in W-As, 95% confidence interval [CI]: − 7%, 1.5%). Conversely, pregnancy levels of B-Pb were positively associated with tetanus antibody, even after adjusting for W-As and W-Mn (13.3%, 95% CI: 1.7%, 26.3%). Overall, null associations were observed between W-Mn and antibody outcomes. Analysis by SEMs showed that the latent Metals mixture was significantly associated with the latent Antibody outcome (β = − 0.16, 95% CI: − 0.26, − 0.05), but the Metals variable was characterized by positive and negative loadings of W-As and B-Pb, respectively. Sex-stratified MLR and SEM analyses showed W-As and B-Pb associations were exclusive to females. Mediation by WFA was null, indicating Metals only had direct effects on Antibody. CONCLUSIONS: We observed significant modulation of vaccine antibody concentrations among children with pregnancy and early life exposures to drinking water arsenic and blood lead. We found distinct differences by child sex, as only females were susceptible to metal-related modulations in antibody levels. Weight-for-age, a nutritional status proxy, did not mediate the association between the metal mixture and vaccine antibody. BioMed Central 2020-04-10 /pmc/articles/PMC7146972/ /pubmed/32276596 http://dx.doi.org/10.1186/s12940-020-00592-z Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Welch, Barrett M. Branscum, Adam Geldhof, G. John Ahmed, Sharia M. Hystad, Perry Smit, Ellen Afroz, Sakila Megowan, Meghan Golam, Mostofa Sharif, Omar Rahman, Mahmuder Quamruzzaman, Quazi Christiani, David C. Kile, Molly L. Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
title | Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
title_full | Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
title_fullStr | Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
title_full_unstemmed | Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
title_short | Evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
title_sort | evaluating the effects between metal mixtures and serum vaccine antibody concentrations in children: a prospective birth cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146972/ https://www.ncbi.nlm.nih.gov/pubmed/32276596 http://dx.doi.org/10.1186/s12940-020-00592-z |
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