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Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain
BACKGROUND: The risk of infection and death by COVID-19 could be associated with a heterogeneous distribution at a small area level of environmental, socioeconomic and demographic factors. Our objective was to investigate, at a small area level, whether long-term exposure to air pollutants increased...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486876/ https://www.ncbi.nlm.nih.gov/pubmed/32931792 http://dx.doi.org/10.1016/j.envres.2020.110177 |
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author | Saez, Marc Tobias, Aurelio Barceló, Maria A. |
author_facet | Saez, Marc Tobias, Aurelio Barceló, Maria A. |
author_sort | Saez, Marc |
collection | PubMed |
description | BACKGROUND: The risk of infection and death by COVID-19 could be associated with a heterogeneous distribution at a small area level of environmental, socioeconomic and demographic factors. Our objective was to investigate, at a small area level, whether long-term exposure to air pollutants increased the risk of COVID-19 incidence and death in Catalonia, Spain, controlling for socioeconomic and demographic factors. METHODS: We used a mixed longitudinal ecological design with the study population consisting of small areas in Catalonia for the period February 25 to May 16, 2020. We estimated Generalized Linear Mixed models in which we controlled for a wide range of observed and unobserved confounders as well as spatial and temporal dependence. RESULTS: We have found that long-term exposure to nitrogen dioxide (NO(2)) and, to a lesser extent, to coarse particles (PM(10)) have been independent predictors of the spatial spread of COVID-19. For every 1 μm/m(3) above the mean the risk of a positive test case increased by 2.7% (95% credibility interval, ICr: 0.8%, 4.7%) for NO(2) and 3.0% (95% ICr: -1.4%,7.44%) for PM(10). Regions with levels of NO(2) exposure in the third and fourth quartile had 28.8% and 35.7% greater risk of a death, respectively, than regions located in the first two quartiles. CONCLUSION: Although it is possible that there are biological mechanisms that explain, at least partially, the association between long-term exposure to air pollutants and COVID-19, we hypothesize that the spatial spread of COVID-19 in Catalonia is attributed to the different ease with which some people, the hosts of the virus, have infected others. That facility depends on the heterogeneous distribution at a small area level of variables such as population density, poor housing and the mobility of its residents, for which exposure to pollutants has been a surrogate. |
format | Online Article Text |
id | pubmed-7486876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74868762020-09-14 Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain Saez, Marc Tobias, Aurelio Barceló, Maria A. Environ Res Article BACKGROUND: The risk of infection and death by COVID-19 could be associated with a heterogeneous distribution at a small area level of environmental, socioeconomic and demographic factors. Our objective was to investigate, at a small area level, whether long-term exposure to air pollutants increased the risk of COVID-19 incidence and death in Catalonia, Spain, controlling for socioeconomic and demographic factors. METHODS: We used a mixed longitudinal ecological design with the study population consisting of small areas in Catalonia for the period February 25 to May 16, 2020. We estimated Generalized Linear Mixed models in which we controlled for a wide range of observed and unobserved confounders as well as spatial and temporal dependence. RESULTS: We have found that long-term exposure to nitrogen dioxide (NO(2)) and, to a lesser extent, to coarse particles (PM(10)) have been independent predictors of the spatial spread of COVID-19. For every 1 μm/m(3) above the mean the risk of a positive test case increased by 2.7% (95% credibility interval, ICr: 0.8%, 4.7%) for NO(2) and 3.0% (95% ICr: -1.4%,7.44%) for PM(10). Regions with levels of NO(2) exposure in the third and fourth quartile had 28.8% and 35.7% greater risk of a death, respectively, than regions located in the first two quartiles. CONCLUSION: Although it is possible that there are biological mechanisms that explain, at least partially, the association between long-term exposure to air pollutants and COVID-19, we hypothesize that the spatial spread of COVID-19 in Catalonia is attributed to the different ease with which some people, the hosts of the virus, have infected others. That facility depends on the heterogeneous distribution at a small area level of variables such as population density, poor housing and the mobility of its residents, for which exposure to pollutants has been a surrogate. Elsevier Inc. 2020-12 2020-09-12 /pmc/articles/PMC7486876/ /pubmed/32931792 http://dx.doi.org/10.1016/j.envres.2020.110177 Text en © 2020 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Saez, Marc Tobias, Aurelio Barceló, Maria A. Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain |
title | Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain |
title_full | Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain |
title_fullStr | Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain |
title_full_unstemmed | Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain |
title_short | Effects of long-term exposure to air pollutants on the spatial spread of COVID-19 in Catalonia, Spain |
title_sort | effects of long-term exposure to air pollutants on the spatial spread of covid-19 in catalonia, spain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486876/ https://www.ncbi.nlm.nih.gov/pubmed/32931792 http://dx.doi.org/10.1016/j.envres.2020.110177 |
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