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The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India

Anemia is highly prevalent in India, especially in children. Exposure to ambient fine particulate matter (PM(2.5)) is a potential risk factor for anemia via. systemic inflammation. Using health data from the National Family and Health Survey 2015–2016, we examined the association between ambient PM(...

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Autores principales: Mehta, Unnati, Dey, Sagnik, Chowdhury, Sourangsu, Ghosh, Santu, Hart, Jaime E, Kurpad, Anura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7939416/
https://www.ncbi.nlm.nih.gov/pubmed/33778358
http://dx.doi.org/10.1097/EE9.0000000000000125
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author Mehta, Unnati
Dey, Sagnik
Chowdhury, Sourangsu
Ghosh, Santu
Hart, Jaime E
Kurpad, Anura
author_facet Mehta, Unnati
Dey, Sagnik
Chowdhury, Sourangsu
Ghosh, Santu
Hart, Jaime E
Kurpad, Anura
author_sort Mehta, Unnati
collection PubMed
description Anemia is highly prevalent in India, especially in children. Exposure to ambient fine particulate matter (PM(2.5)) is a potential risk factor for anemia via. systemic inflammation. Using health data from the National Family and Health Survey 2015–2016, we examined the association between ambient PM(2.5) exposure and anemia in children under five across India through district-level ecological and individual-level analyses. METHODS: The ecological analysis assessed average hemoglobin levels and anemia prevalence (hemoglobin < 11 g/dL considered anemic) by district using multiple linear regression models. The individual-level analysis assessed average individual hemoglobin level and anemia status (yes/no) using generalized linear mixed models to account for clustering by district. Ambient PM(2.5) exposure data were derived from the Multiangle Imaging SpectroRadiometer (MISR) level 2 aerosol optical depth (AOD) data and averaged from birth date to date of interview. RESULTS: The district-level ecological analysis found that, for every 10 μg m(–3) increase in ambient PM(2.5) exposure, average anemia prevalence increased by 1.90% (95% CI = 1.43, 2.36) and average hemoglobin decreased by 0.07 g/dL (95% CI = 0.09, 0.05). At the individual level, for every 10 μg m(–3) increase in ambient PM(2.5) exposure, average hemoglobin decreased by 0.14 g/dL (95% CI = 0.12, 0.16). The odds ratio associated with a 10-μg m(–3) increase in ambient PM(2.5) exposure was 1.09 (95% CI = 1.06, 1.11). There was evidence of effect modification by wealth index, maternal anemia status, and child BMI. CONCLUSION: Our results suggest that ambient PM(2.5) exposure could be linked to anemia in Indian children, although additional research on the underlying biologic mechanisms is needed. Future studies on this association should specifically consider interactions with dietary iron deficiency, maternal anemia status, and child BMI. Keywords: Anemia; Children; Ambient PM2.5 exposure; India; Association
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spelling pubmed-79394162021-03-26 The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India Mehta, Unnati Dey, Sagnik Chowdhury, Sourangsu Ghosh, Santu Hart, Jaime E Kurpad, Anura Environ Epidemiol Original Research Article Anemia is highly prevalent in India, especially in children. Exposure to ambient fine particulate matter (PM(2.5)) is a potential risk factor for anemia via. systemic inflammation. Using health data from the National Family and Health Survey 2015–2016, we examined the association between ambient PM(2.5) exposure and anemia in children under five across India through district-level ecological and individual-level analyses. METHODS: The ecological analysis assessed average hemoglobin levels and anemia prevalence (hemoglobin < 11 g/dL considered anemic) by district using multiple linear regression models. The individual-level analysis assessed average individual hemoglobin level and anemia status (yes/no) using generalized linear mixed models to account for clustering by district. Ambient PM(2.5) exposure data were derived from the Multiangle Imaging SpectroRadiometer (MISR) level 2 aerosol optical depth (AOD) data and averaged from birth date to date of interview. RESULTS: The district-level ecological analysis found that, for every 10 μg m(–3) increase in ambient PM(2.5) exposure, average anemia prevalence increased by 1.90% (95% CI = 1.43, 2.36) and average hemoglobin decreased by 0.07 g/dL (95% CI = 0.09, 0.05). At the individual level, for every 10 μg m(–3) increase in ambient PM(2.5) exposure, average hemoglobin decreased by 0.14 g/dL (95% CI = 0.12, 0.16). The odds ratio associated with a 10-μg m(–3) increase in ambient PM(2.5) exposure was 1.09 (95% CI = 1.06, 1.11). There was evidence of effect modification by wealth index, maternal anemia status, and child BMI. CONCLUSION: Our results suggest that ambient PM(2.5) exposure could be linked to anemia in Indian children, although additional research on the underlying biologic mechanisms is needed. Future studies on this association should specifically consider interactions with dietary iron deficiency, maternal anemia status, and child BMI. Keywords: Anemia; Children; Ambient PM2.5 exposure; India; Association Lippincott Williams & Wilkins 2021-01-07 /pmc/articles/PMC7939416/ /pubmed/33778358 http://dx.doi.org/10.1097/EE9.0000000000000125 Text en Copyright © 2021 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environment Epidemiology. All rights reserved. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Original Research Article
Mehta, Unnati
Dey, Sagnik
Chowdhury, Sourangsu
Ghosh, Santu
Hart, Jaime E
Kurpad, Anura
The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India
title The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India
title_full The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India
title_fullStr The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India
title_full_unstemmed The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India
title_short The Association Between Ambient PM(2.5) Exposure and Anemia Outcomes Among Children Under Five Years of Age in India
title_sort association between ambient pm(2.5) exposure and anemia outcomes among children under five years of age in india
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7939416/
https://www.ncbi.nlm.nih.gov/pubmed/33778358
http://dx.doi.org/10.1097/EE9.0000000000000125
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