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Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study

BACKGROUND: The role of chronic exposure to ambient air pollutants in increasing COVID-19 fatality is still unclear. OBJECTIVES: The study aimed to investigate the association between long-term exposure to air pollutants and mortality among 4 million COVID-19 cases in Italy. METHODS: We obtained ind...

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Autores principales: Stafoggia, Massimo, Ranzi, Andrea, Ancona, Carla, Bauleo, Lisa, Bella, Antonino, Cattani, Giorgio, Nobile, Federica, Pezzotti, Patrizio, Iavarone, Ivano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Environmental Health Perspectives 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10174641/
https://www.ncbi.nlm.nih.gov/pubmed/37167483
http://dx.doi.org/10.1289/EHP11882
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author Stafoggia, Massimo
Ranzi, Andrea
Ancona, Carla
Bauleo, Lisa
Bella, Antonino
Cattani, Giorgio
Nobile, Federica
Pezzotti, Patrizio
Iavarone, Ivano
author_facet Stafoggia, Massimo
Ranzi, Andrea
Ancona, Carla
Bauleo, Lisa
Bella, Antonino
Cattani, Giorgio
Nobile, Federica
Pezzotti, Patrizio
Iavarone, Ivano
author_sort Stafoggia, Massimo
collection PubMed
description BACKGROUND: The role of chronic exposure to ambient air pollutants in increasing COVID-19 fatality is still unclear. OBJECTIVES: The study aimed to investigate the association between long-term exposure to air pollutants and mortality among 4 million COVID-19 cases in Italy. METHODS: We obtained individual records of all COVID-19 cases identified in Italy from February 2020 to June 2021. We assigned 2016–2019 mean concentrations of particulate matter (PM) with aerodynamic diameter [Formula: see text] ([Formula: see text]), PM with aerodynamic diameter [Formula: see text] ([Formula: see text]), and nitrogen dioxide ([Formula: see text]) to each municipality ([Formula: see text]) as estimates of chronic exposures. We applied a principal component analysis (PCA) and a generalized propensity score (GPS) approach to an extensive list of area-level covariates to account for major determinants of the spatial distribution of COVID-19 case–fatality rates. Then, we applied generalized negative binomial models matched on GPS, age, sex, province, and month. As additional analyses, we fit separate models by pandemic periods, age, and sex; we quantified the numbers of COVID-19 deaths attributable to exceedances in annual air pollutant concentrations above predefined thresholds; and we explored associations between air pollution and alternative outcomes of COVID-19 severity, namely hospitalizations or accesses to intensive care units. RESULTS: We analyzed 3,995,202 COVID-19 cases, which generated 124,346 deaths. Overall, case–fatality rates increased by 0.7% [95% confidence interval (CI): 0.5%, 0.9%], 0.3% (95% CI: 0.2%, 0.5%), and 0.6% (95% CI: 0.5%, 0.8%) per [Formula: see text] increment in [Formula: see text] , [Formula: see text] , and [Formula: see text] , respectively. Associations were higher among elderly subjects and during the first (February 2020–June 2020) and the third (December 2020–June 2021) pandemic waves. We estimated [Formula: see text] COVID-19 deaths were attributable to pollutant levels above the World Health Organization 2021 air quality guidelines. DISCUSSION: We found suggestive evidence of an association between long-term exposure to ambient air pollutants with mortality among 4 million COVID-19 cases in Italy. https://doi.org/10.1289/EHP11882
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spelling pubmed-101746412023-05-12 Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study Stafoggia, Massimo Ranzi, Andrea Ancona, Carla Bauleo, Lisa Bella, Antonino Cattani, Giorgio Nobile, Federica Pezzotti, Patrizio Iavarone, Ivano Environ Health Perspect Research BACKGROUND: The role of chronic exposure to ambient air pollutants in increasing COVID-19 fatality is still unclear. OBJECTIVES: The study aimed to investigate the association between long-term exposure to air pollutants and mortality among 4 million COVID-19 cases in Italy. METHODS: We obtained individual records of all COVID-19 cases identified in Italy from February 2020 to June 2021. We assigned 2016–2019 mean concentrations of particulate matter (PM) with aerodynamic diameter [Formula: see text] ([Formula: see text]), PM with aerodynamic diameter [Formula: see text] ([Formula: see text]), and nitrogen dioxide ([Formula: see text]) to each municipality ([Formula: see text]) as estimates of chronic exposures. We applied a principal component analysis (PCA) and a generalized propensity score (GPS) approach to an extensive list of area-level covariates to account for major determinants of the spatial distribution of COVID-19 case–fatality rates. Then, we applied generalized negative binomial models matched on GPS, age, sex, province, and month. As additional analyses, we fit separate models by pandemic periods, age, and sex; we quantified the numbers of COVID-19 deaths attributable to exceedances in annual air pollutant concentrations above predefined thresholds; and we explored associations between air pollution and alternative outcomes of COVID-19 severity, namely hospitalizations or accesses to intensive care units. RESULTS: We analyzed 3,995,202 COVID-19 cases, which generated 124,346 deaths. Overall, case–fatality rates increased by 0.7% [95% confidence interval (CI): 0.5%, 0.9%], 0.3% (95% CI: 0.2%, 0.5%), and 0.6% (95% CI: 0.5%, 0.8%) per [Formula: see text] increment in [Formula: see text] , [Formula: see text] , and [Formula: see text] , respectively. Associations were higher among elderly subjects and during the first (February 2020–June 2020) and the third (December 2020–June 2021) pandemic waves. We estimated [Formula: see text] COVID-19 deaths were attributable to pollutant levels above the World Health Organization 2021 air quality guidelines. DISCUSSION: We found suggestive evidence of an association between long-term exposure to ambient air pollutants with mortality among 4 million COVID-19 cases in Italy. https://doi.org/10.1289/EHP11882 Environmental Health Perspectives 2023-05-11 /pmc/articles/PMC10174641/ /pubmed/37167483 http://dx.doi.org/10.1289/EHP11882 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
Stafoggia, Massimo
Ranzi, Andrea
Ancona, Carla
Bauleo, Lisa
Bella, Antonino
Cattani, Giorgio
Nobile, Federica
Pezzotti, Patrizio
Iavarone, Ivano
Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study
title Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study
title_full Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study
title_fullStr Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study
title_full_unstemmed Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study
title_short Long-Term Exposure to Ambient Air Pollution and Mortality among Four Million COVID-19 Cases in Italy: The EpiCovAir Study
title_sort long-term exposure to ambient air pollution and mortality among four million covid-19 cases in italy: the epicovair study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10174641/
https://www.ncbi.nlm.nih.gov/pubmed/37167483
http://dx.doi.org/10.1289/EHP11882
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