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Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study

OBJECTIVE: This study analyzed, at a postcode detailed level, the relation-ship between short-term exposure to environmental factors and hospital ad-missions, in-hospital mortality, ICU admission, and ICU mortality due to COVID-19 during the lockdown and post-lockdown 2020 period in Spain. METHODS:...

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Autores principales: Sánchez-de Prada, Laura, Eiros-Bachiller, José María, Tamayo-Velasco, Álvaro, Martín-Fernández, Marta, Álvarez, F. Javier, Giner-Baixauli, Carlos, Tamayo, Eduardo, Resino, Salvador, Alvaro-Meca, Alejandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10112945/
https://www.ncbi.nlm.nih.gov/pubmed/37080281
http://dx.doi.org/10.1016/j.envres.2023.115904
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author Sánchez-de Prada, Laura
Eiros-Bachiller, José María
Tamayo-Velasco, Álvaro
Martín-Fernández, Marta
Álvarez, F. Javier
Giner-Baixauli, Carlos
Tamayo, Eduardo
Resino, Salvador
Alvaro-Meca, Alejandro
author_facet Sánchez-de Prada, Laura
Eiros-Bachiller, José María
Tamayo-Velasco, Álvaro
Martín-Fernández, Marta
Álvarez, F. Javier
Giner-Baixauli, Carlos
Tamayo, Eduardo
Resino, Salvador
Alvaro-Meca, Alejandro
author_sort Sánchez-de Prada, Laura
collection PubMed
description OBJECTIVE: This study analyzed, at a postcode detailed level, the relation-ship between short-term exposure to environmental factors and hospital ad-missions, in-hospital mortality, ICU admission, and ICU mortality due to COVID-19 during the lockdown and post-lockdown 2020 period in Spain. METHODS: We performed a nationwide population-based retrospective study on 208,744 patients admitted to Spanish hospitals due to COVID-19 based on the Minimum Basic Data Set (MBDS) during the first two waves of the pandemic in 2020. Environmental data were obtained from Copernicus Atmosphere Monitoring Service. The association was assessed by a generalized additive model. RESULTS: PM(2.5) was the most critical environmental factor related to hospital admissions and hospital mortality due to COVID-19 during the lockdown in Spain, PM(10), NO(2), and SO2and also showed associations. The effect was considerably reduced during the post-lockdown period. ICU admissions in COVID-19 patients were mainly associated with PM(2.5), PM(10), NO(2), and SO2 during the lockdown as well. During the lockdown, exposure to PM(2.5) and PM(10) were the most critical environmental factors related to ICU mortality in COVID-19. CONCLUSION: Short-term exposure to air pollutants impacts COVID-19 out-comes during the lockdown, especially PM(2.5), PM(10), NO(2), and SO2. These pollutants are associated with hospital admission, hospital mortality and ICU admission, while ICU mortality is mainly associated with PM(2.5) and PM(10). Our findings reveal the importance of monitoring air pollutants in respiratory infectious diseases.
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spelling pubmed-101129452023-04-19 Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study Sánchez-de Prada, Laura Eiros-Bachiller, José María Tamayo-Velasco, Álvaro Martín-Fernández, Marta Álvarez, F. Javier Giner-Baixauli, Carlos Tamayo, Eduardo Resino, Salvador Alvaro-Meca, Alejandro Environ Res Article OBJECTIVE: This study analyzed, at a postcode detailed level, the relation-ship between short-term exposure to environmental factors and hospital ad-missions, in-hospital mortality, ICU admission, and ICU mortality due to COVID-19 during the lockdown and post-lockdown 2020 period in Spain. METHODS: We performed a nationwide population-based retrospective study on 208,744 patients admitted to Spanish hospitals due to COVID-19 based on the Minimum Basic Data Set (MBDS) during the first two waves of the pandemic in 2020. Environmental data were obtained from Copernicus Atmosphere Monitoring Service. The association was assessed by a generalized additive model. RESULTS: PM(2.5) was the most critical environmental factor related to hospital admissions and hospital mortality due to COVID-19 during the lockdown in Spain, PM(10), NO(2), and SO2and also showed associations. The effect was considerably reduced during the post-lockdown period. ICU admissions in COVID-19 patients were mainly associated with PM(2.5), PM(10), NO(2), and SO2 during the lockdown as well. During the lockdown, exposure to PM(2.5) and PM(10) were the most critical environmental factors related to ICU mortality in COVID-19. CONCLUSION: Short-term exposure to air pollutants impacts COVID-19 out-comes during the lockdown, especially PM(2.5), PM(10), NO(2), and SO2. These pollutants are associated with hospital admission, hospital mortality and ICU admission, while ICU mortality is mainly associated with PM(2.5) and PM(10). Our findings reveal the importance of monitoring air pollutants in respiratory infectious diseases. The Authors. Published by Elsevier Inc. 2023-07-15 2023-04-18 /pmc/articles/PMC10112945/ /pubmed/37080281 http://dx.doi.org/10.1016/j.envres.2023.115904 Text en © 2023 The Authors 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
Sánchez-de Prada, Laura
Eiros-Bachiller, José María
Tamayo-Velasco, Álvaro
Martín-Fernández, Marta
Álvarez, F. Javier
Giner-Baixauli, Carlos
Tamayo, Eduardo
Resino, Salvador
Alvaro-Meca, Alejandro
Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study
title Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study
title_full Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study
title_fullStr Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study
title_full_unstemmed Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study
title_short Environmental factors are associated to hospital outcomes in COVID-19 patients during lockdown and post-lockdown in 2020: A nationwide study
title_sort environmental factors are associated to hospital outcomes in covid-19 patients during lockdown and post-lockdown in 2020: a nationwide study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10112945/
https://www.ncbi.nlm.nih.gov/pubmed/37080281
http://dx.doi.org/10.1016/j.envres.2023.115904
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