Cargando…
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(...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1783661747157073920 |
---|---|
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 |
format | Online Article Text |
id | pubmed-7939416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mehtaunnati theassociationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT deysagnik theassociationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT chowdhurysourangsu theassociationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT ghoshsantu theassociationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT hartjaimee theassociationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT kurpadanura theassociationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT mehtaunnati associationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT deysagnik associationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT chowdhurysourangsu associationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT ghoshsantu associationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT hartjaimee associationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia AT kurpadanura associationbetweenambientpm25exposureandanemiaoutcomesamongchildrenunderfiveyearsofageinindia |