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Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study
BACKGROUND: Environmental factors play a central role in seasonal epidemics. SARS-CoV-2 infection in Spain has shown a heterogeneous geographical pattern This study aimed to assess the influence of several climatic factors on the infectivity of SARS-CoV-2 and the severity of COVID-19 among the Spani...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7552591/ https://www.ncbi.nlm.nih.gov/pubmed/33050915 http://dx.doi.org/10.1186/s12940-020-00660-4 |
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author | Cacho, Pedro Muñoz Hernández, José L. López-Hoyos, Marcos Martínez-Taboada, Víctor M. |
author_facet | Cacho, Pedro Muñoz Hernández, José L. López-Hoyos, Marcos Martínez-Taboada, Víctor M. |
author_sort | Cacho, Pedro Muñoz |
collection | PubMed |
description | BACKGROUND: Environmental factors play a central role in seasonal epidemics. SARS-CoV-2 infection in Spain has shown a heterogeneous geographical pattern This study aimed to assess the influence of several climatic factors on the infectivity of SARS-CoV-2 and the severity of COVID-19 among the Spanish Autonomous Communities (AA.CC.). METHODS: Data on coronavirus infectivity and severity of COVID-19 disease, as well as the climatic variables were obtained from official sources (Ministry of Health and Spanish Meteorological Agency, respectively). To assess the possible influence of climate on the development of the disease, data on ultraviolet radiation (UVR) were collected during the months before the start of the pandemic. To analyze its influence on the infectivity of SARS-CoV-2, data on UVR, temperature, and humidity were obtained from the months of highest contagiousness to the peak of the pandemic. RESULTS: From October 2019 to January 2020, mean UVR was significantly related not only to SARS-CoV-2 infection (cumulative incidence -previous 14 days- × 10(5) habitants, rho = − 0.0,666; p = 0.009), but also with COVID-19 severity, assessed as hospital admissions (rho = − 0.626; p = 0.017) and ICU admissions (rho = − 0.565; p = 0.035). Besides, temperature (February: rho = − 0.832; p < 0.001 and March: rho = − 0.904; p < 0.001), was the main climatic factor responsible for the infectivity of the coronavirus and directly contributed to a different spread of SARS-CoV-2 across the Spanish regions. CONCLUSIONS: Climatic factors may partially explain the differences in COVID-19 incidence and severity across the different Spanish regions. The knowledge of these factors could help to develop preventive and public health actions against upcoming outbreaks of the disease. |
format | Online Article Text |
id | pubmed-7552591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-75525912020-10-14 Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study Cacho, Pedro Muñoz Hernández, José L. López-Hoyos, Marcos Martínez-Taboada, Víctor M. Environ Health Research BACKGROUND: Environmental factors play a central role in seasonal epidemics. SARS-CoV-2 infection in Spain has shown a heterogeneous geographical pattern This study aimed to assess the influence of several climatic factors on the infectivity of SARS-CoV-2 and the severity of COVID-19 among the Spanish Autonomous Communities (AA.CC.). METHODS: Data on coronavirus infectivity and severity of COVID-19 disease, as well as the climatic variables were obtained from official sources (Ministry of Health and Spanish Meteorological Agency, respectively). To assess the possible influence of climate on the development of the disease, data on ultraviolet radiation (UVR) were collected during the months before the start of the pandemic. To analyze its influence on the infectivity of SARS-CoV-2, data on UVR, temperature, and humidity were obtained from the months of highest contagiousness to the peak of the pandemic. RESULTS: From October 2019 to January 2020, mean UVR was significantly related not only to SARS-CoV-2 infection (cumulative incidence -previous 14 days- × 10(5) habitants, rho = − 0.0,666; p = 0.009), but also with COVID-19 severity, assessed as hospital admissions (rho = − 0.626; p = 0.017) and ICU admissions (rho = − 0.565; p = 0.035). Besides, temperature (February: rho = − 0.832; p < 0.001 and March: rho = − 0.904; p < 0.001), was the main climatic factor responsible for the infectivity of the coronavirus and directly contributed to a different spread of SARS-CoV-2 across the Spanish regions. CONCLUSIONS: Climatic factors may partially explain the differences in COVID-19 incidence and severity across the different Spanish regions. The knowledge of these factors could help to develop preventive and public health actions against upcoming outbreaks of the disease. BioMed Central 2020-10-13 /pmc/articles/PMC7552591/ /pubmed/33050915 http://dx.doi.org/10.1186/s12940-020-00660-4 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Cacho, Pedro Muñoz Hernández, José L. López-Hoyos, Marcos Martínez-Taboada, Víctor M. Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study |
title | Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study |
title_full | Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study |
title_fullStr | Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study |
title_full_unstemmed | Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study |
title_short | Can climatic factors explain the differences in COVID-19 incidence and severity across the Spanish regions?: An ecological study |
title_sort | can climatic factors explain the differences in covid-19 incidence and severity across the spanish regions?: an ecological study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7552591/ https://www.ncbi.nlm.nih.gov/pubmed/33050915 http://dx.doi.org/10.1186/s12940-020-00660-4 |
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