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Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study
BACKGROUND: Studies on the extent to which long-term exposure to ambient particulate matter (PM) with aerodynamic diameter [Formula: see text] ([Formula: see text]) contributes to adult mortality in India are few, despite over 99% of Indians being exposed to levels that the World Health Organization...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Environmental Health Perspectives
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9472672/ https://www.ncbi.nlm.nih.gov/pubmed/36102642 http://dx.doi.org/10.1289/EHP9538 |
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author | Brown, Patrick E. Izawa, Yurie Balakrishnan, Kalpana Fu, Sze Hang Chakma, Joy Menon, Geetha Dikshit, Rajesh Dhaliwal, R.S. Rodriguez, Peter S. Huang, Guowen Begum, Rehana Hu, Howard D’Souza, George Guleria, Randeep Jha, Prabhat |
author_facet | Brown, Patrick E. Izawa, Yurie Balakrishnan, Kalpana Fu, Sze Hang Chakma, Joy Menon, Geetha Dikshit, Rajesh Dhaliwal, R.S. Rodriguez, Peter S. Huang, Guowen Begum, Rehana Hu, Howard D’Souza, George Guleria, Randeep Jha, Prabhat |
author_sort | Brown, Patrick E. |
collection | PubMed |
description | BACKGROUND: Studies on the extent to which long-term exposure to ambient particulate matter (PM) with aerodynamic diameter [Formula: see text] ([Formula: see text]) contributes to adult mortality in India are few, despite over 99% of Indians being exposed to levels that the World Health Organization (WHO) considers unsafe. OBJECTIVE: We conducted a retrospective cohort study within the Million Death Study (MDS) to provide the first-ever quantification of national mortality from exposure to [Formula: see text] in India from 1999 to 2014. METHODS: We calculated relative risks (RRs) by linking a total of ten 3-y intervals of satellite-based estimated [Formula: see text] exposure to deaths 3 to 5 y later in over 7,400 small villages or urban blocks covering a total population of [Formula: see text]. We applied using a model-based geostatistical model, adjusted for individual age, sex, and year of death; smoking prevalence, rural/urban residency, area-level female illiteracy, languages, and spatial clustering and unit-level variation. RESULTS: [Formula: see text] exposure levels increased from 1999 to 2014, particularly in central and eastern India. Among 212,573 deaths at ages 15–69 y, after spatial adjustment, we found a significant RR of 1.09 [95% credible interval (CI): 1.04, 1.14] for stroke deaths per [Formula: see text] increase in [Formula: see text] exposure, but no significant excess for deaths from chronic respiratory disease and ischemic heart disease (IHD), all nonaccidental causes, and total mortality (after excluding stroke). Spatial adjustment attenuated the RRs for chronic respiratory disease and IHD but raised those for stroke. The RRs were consistent in various sensitivity analyses with spatial adjustment, including stratifying by levels of solid fuel exposure, by sex, and by age group, addition of climatic variables, and in supplementary case–control analyses using injury deaths as controls. DISCUSSION: Direct epidemiological measurements, despite inherent limitations, yielded associations between mortality and long-term [Formula: see text] inconsistent with those reported in earlier models used by the WHO to derive estimates of [Formula: see text] mortality in India. The modest RRs in our study are consistent with near or null mortality effects. They suggest suitable caution in estimating deaths from [Formula: see text] exposure based on MDS results and even more caution in extrapolating model-based associations of risk derived mostly from high-income countries to India. https://doi.org/10.1289/EHP9538 |
format | Online Article Text |
id | pubmed-9472672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Environmental Health Perspectives |
record_format | MEDLINE/PubMed |
spelling | pubmed-94726722022-09-19 Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study Brown, Patrick E. Izawa, Yurie Balakrishnan, Kalpana Fu, Sze Hang Chakma, Joy Menon, Geetha Dikshit, Rajesh Dhaliwal, R.S. Rodriguez, Peter S. Huang, Guowen Begum, Rehana Hu, Howard D’Souza, George Guleria, Randeep Jha, Prabhat Environ Health Perspect Research BACKGROUND: Studies on the extent to which long-term exposure to ambient particulate matter (PM) with aerodynamic diameter [Formula: see text] ([Formula: see text]) contributes to adult mortality in India are few, despite over 99% of Indians being exposed to levels that the World Health Organization (WHO) considers unsafe. OBJECTIVE: We conducted a retrospective cohort study within the Million Death Study (MDS) to provide the first-ever quantification of national mortality from exposure to [Formula: see text] in India from 1999 to 2014. METHODS: We calculated relative risks (RRs) by linking a total of ten 3-y intervals of satellite-based estimated [Formula: see text] exposure to deaths 3 to 5 y later in over 7,400 small villages or urban blocks covering a total population of [Formula: see text]. We applied using a model-based geostatistical model, adjusted for individual age, sex, and year of death; smoking prevalence, rural/urban residency, area-level female illiteracy, languages, and spatial clustering and unit-level variation. RESULTS: [Formula: see text] exposure levels increased from 1999 to 2014, particularly in central and eastern India. Among 212,573 deaths at ages 15–69 y, after spatial adjustment, we found a significant RR of 1.09 [95% credible interval (CI): 1.04, 1.14] for stroke deaths per [Formula: see text] increase in [Formula: see text] exposure, but no significant excess for deaths from chronic respiratory disease and ischemic heart disease (IHD), all nonaccidental causes, and total mortality (after excluding stroke). Spatial adjustment attenuated the RRs for chronic respiratory disease and IHD but raised those for stroke. The RRs were consistent in various sensitivity analyses with spatial adjustment, including stratifying by levels of solid fuel exposure, by sex, and by age group, addition of climatic variables, and in supplementary case–control analyses using injury deaths as controls. DISCUSSION: Direct epidemiological measurements, despite inherent limitations, yielded associations between mortality and long-term [Formula: see text] inconsistent with those reported in earlier models used by the WHO to derive estimates of [Formula: see text] mortality in India. The modest RRs in our study are consistent with near or null mortality effects. They suggest suitable caution in estimating deaths from [Formula: see text] exposure based on MDS results and even more caution in extrapolating model-based associations of risk derived mostly from high-income countries to India. https://doi.org/10.1289/EHP9538 Environmental Health Perspectives 2022-09-14 /pmc/articles/PMC9472672/ /pubmed/36102642 http://dx.doi.org/10.1289/EHP9538 Text en https://ehp.niehs.nih.gov/about-ehp/licenseEHP is an open-access journal published with support from the National Institute of Environmental Health Sciences, National Institutes of Health. All content is public domain unless otherwise noted. |
spellingShingle | Research Brown, Patrick E. Izawa, Yurie Balakrishnan, Kalpana Fu, Sze Hang Chakma, Joy Menon, Geetha Dikshit, Rajesh Dhaliwal, R.S. Rodriguez, Peter S. Huang, Guowen Begum, Rehana Hu, Howard D’Souza, George Guleria, Randeep Jha, Prabhat Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study |
title | Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study |
title_full | Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study |
title_fullStr | Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study |
title_full_unstemmed | Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study |
title_short | Mortality Associated with Ambient [Formula: see text] Exposure in India: Results from the Million Death Study |
title_sort | mortality associated with ambient [formula: see text] exposure in india: results from the million death study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9472672/ https://www.ncbi.nlm.nih.gov/pubmed/36102642 http://dx.doi.org/10.1289/EHP9538 |
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