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Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model

BACKGROUND: Studies examining the nonfatal health outcomes of exposure to air pollution have been limited by the number of pollutants studied and focus on short-term exposures. METHODS: We examined the relationship between long-term exposure to fine particulate matter with an aerodynamic diameter &l...

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Autores principales: Danesh Yazdi, Mahdieh, Wang, Yan, Di, Qian, Wei, Yaguang, Requia, Weeberb J., Shi, Liuhua, Sabath, Matthew Benjamin, Dominici, Francesca, Coull, Brent A., Evans, John S., Koutrakis, Petros, Schwartz, Joel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055197/
https://www.ncbi.nlm.nih.gov/pubmed/33611922
http://dx.doi.org/10.1161/CIRCULATIONAHA.120.050252
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author Danesh Yazdi, Mahdieh
Wang, Yan
Di, Qian
Wei, Yaguang
Requia, Weeberb J.
Shi, Liuhua
Sabath, Matthew Benjamin
Dominici, Francesca
Coull, Brent A.
Evans, John S.
Koutrakis, Petros
Schwartz, Joel D.
author_facet Danesh Yazdi, Mahdieh
Wang, Yan
Di, Qian
Wei, Yaguang
Requia, Weeberb J.
Shi, Liuhua
Sabath, Matthew Benjamin
Dominici, Francesca
Coull, Brent A.
Evans, John S.
Koutrakis, Petros
Schwartz, Joel D.
author_sort Danesh Yazdi, Mahdieh
collection PubMed
description BACKGROUND: Studies examining the nonfatal health outcomes of exposure to air pollution have been limited by the number of pollutants studied and focus on short-term exposures. METHODS: We examined the relationship between long-term exposure to fine particulate matter with an aerodynamic diameter <2.5 micrometers (PM(2.5)), NO(2), and tropospheric ozone and hospital admissions for 4 cardiovascular and respiratory outcomes (myocardial infarction, ischemic stroke, atrial fibrillation and flutter, and pneumonia) among the Medicare population of the United States. We used a doubly robust method for our statistical analysis, which relies on both inverse probability weighting and adjustment in the outcome model to account for confounding. The results from this regression are on an additive scale. We further looked at this relationship at lower pollutant concentrations, which are consistent with typical exposure levels in the United States, and among potentially susceptible subgroups. RESULTS: Long-term exposure to fine PM(2.5) was associated with an increased risk of all outcomes with the highest effect seen for stroke with a 0.0091% (95% CI, 0.0086–0.0097) increase in the risk of stroke for each 1-µg/m(3) increase in annual levels. This translated to 2536 (95% CI, 2383–2691) cases of hospital admissions with ischemic stroke per year, which can be attributed to each 1-unit increase in fine particulate matter levels among the study population. NO(2) was associated with an increase in the risk of admission with stroke by 0.00059% (95% CI, 0.00039–0.00075) and atrial fibrillation by 0.00129% (95% CI, 0.00114–0.00148) per ppb and tropospheric ozone was associated with an increase in the risk of admission with pneumonia by 0.00413% (95% CI, 0.00376–0.00447) per parts per billion. At lower concentrations, all pollutants were consistently associated with an increased risk for all our studied outcomes. CONCLUSIONS: Long-term exposure to air pollutants poses a significant risk to cardiovascular and respiratory health among the elderly population in the United States, with the greatest increase in the association per unit of exposure occurring at lower concentrations.
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spelling pubmed-80551972021-04-26 Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model Danesh Yazdi, Mahdieh Wang, Yan Di, Qian Wei, Yaguang Requia, Weeberb J. Shi, Liuhua Sabath, Matthew Benjamin Dominici, Francesca Coull, Brent A. Evans, John S. Koutrakis, Petros Schwartz, Joel D. Circulation Original Research Articles BACKGROUND: Studies examining the nonfatal health outcomes of exposure to air pollution have been limited by the number of pollutants studied and focus on short-term exposures. METHODS: We examined the relationship between long-term exposure to fine particulate matter with an aerodynamic diameter <2.5 micrometers (PM(2.5)), NO(2), and tropospheric ozone and hospital admissions for 4 cardiovascular and respiratory outcomes (myocardial infarction, ischemic stroke, atrial fibrillation and flutter, and pneumonia) among the Medicare population of the United States. We used a doubly robust method for our statistical analysis, which relies on both inverse probability weighting and adjustment in the outcome model to account for confounding. The results from this regression are on an additive scale. We further looked at this relationship at lower pollutant concentrations, which are consistent with typical exposure levels in the United States, and among potentially susceptible subgroups. RESULTS: Long-term exposure to fine PM(2.5) was associated with an increased risk of all outcomes with the highest effect seen for stroke with a 0.0091% (95% CI, 0.0086–0.0097) increase in the risk of stroke for each 1-µg/m(3) increase in annual levels. This translated to 2536 (95% CI, 2383–2691) cases of hospital admissions with ischemic stroke per year, which can be attributed to each 1-unit increase in fine particulate matter levels among the study population. NO(2) was associated with an increase in the risk of admission with stroke by 0.00059% (95% CI, 0.00039–0.00075) and atrial fibrillation by 0.00129% (95% CI, 0.00114–0.00148) per ppb and tropospheric ozone was associated with an increase in the risk of admission with pneumonia by 0.00413% (95% CI, 0.00376–0.00447) per parts per billion. At lower concentrations, all pollutants were consistently associated with an increased risk for all our studied outcomes. CONCLUSIONS: Long-term exposure to air pollutants poses a significant risk to cardiovascular and respiratory health among the elderly population in the United States, with the greatest increase in the association per unit of exposure occurring at lower concentrations. Lippincott Williams & Wilkins 2021-02-22 2021-04-20 /pmc/articles/PMC8055197/ /pubmed/33611922 http://dx.doi.org/10.1161/CIRCULATIONAHA.120.050252 Text en © 2021 The Authors. https://creativecommons.org/licenses/by-nc-nd/4.0/Circulation is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution Non-Commercial-NoDerivs (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited, the use is noncommercial, and no modifications or adaptations are made.
spellingShingle Original Research Articles
Danesh Yazdi, Mahdieh
Wang, Yan
Di, Qian
Wei, Yaguang
Requia, Weeberb J.
Shi, Liuhua
Sabath, Matthew Benjamin
Dominici, Francesca
Coull, Brent A.
Evans, John S.
Koutrakis, Petros
Schwartz, Joel D.
Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model
title Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model
title_full Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model
title_fullStr Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model
title_full_unstemmed Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model
title_short Long-Term Association of Air Pollution and Hospital Admissions Among Medicare Participants Using a Doubly Robust Additive Model
title_sort long-term association of air pollution and hospital admissions among medicare participants using a doubly robust additive model
topic Original Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055197/
https://www.ncbi.nlm.nih.gov/pubmed/33611922
http://dx.doi.org/10.1161/CIRCULATIONAHA.120.050252
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