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The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan
Assessing the impact of temperature on COVID-19 epidemiology is critical for implementing non-pharmaceutical interventions. However, few studies have accounted for the nature of contagious diseases, i.e., their dependent happenings. We aimed to quantify the impact of temperature on the transmissibil...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716537/ https://www.ncbi.nlm.nih.gov/pubmed/34966171 http://dx.doi.org/10.1038/s41598-021-04242-3 |
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author | Yamasaki, Lisa Murayama, Hiroaki Hashizume, Masahiro |
author_facet | Yamasaki, Lisa Murayama, Hiroaki Hashizume, Masahiro |
author_sort | Yamasaki, Lisa |
collection | PubMed |
description | Assessing the impact of temperature on COVID-19 epidemiology is critical for implementing non-pharmaceutical interventions. However, few studies have accounted for the nature of contagious diseases, i.e., their dependent happenings. We aimed to quantify the impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan, employing two epidemiological measurements of transmissibility and severity: the effective reproduction number ([Formula: see text] ) and case fatality risk (CFR). We estimated the [Formula: see text] and time-delay adjusted CFR and to subsequently assess the nonlinear and delayed effect of temperature on [Formula: see text] and time-delay adjusted CFR. For [Formula: see text] at low temperatures, the cumulative relative risk (RR) at the first temperature percentile (3.3 °C) was 1.3 (95% confidence interval (CI): 1.1–1.7). As for the virulence to humans, moderate cold temperatures were associated with higher CFR, and CFR also increased as the temperature rose. The cumulative RR at the 10th and 99th percentiles of temperature (5.8 °C and 30.8 °C) for CFR were 3.5 (95% CI: 1.3–10.0) and 6.4 (95% CI: 4.1–10.1). Our results suggest the importance to take precautions to avoid infection in both cold and warm seasons to avoid severe cases of COVID-19. The results and our proposed approach will also help in assessing the possible seasonal course of COVID-19 in the future. |
format | Online Article Text |
id | pubmed-8716537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87165372022-01-05 The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan Yamasaki, Lisa Murayama, Hiroaki Hashizume, Masahiro Sci Rep Article Assessing the impact of temperature on COVID-19 epidemiology is critical for implementing non-pharmaceutical interventions. However, few studies have accounted for the nature of contagious diseases, i.e., their dependent happenings. We aimed to quantify the impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan, employing two epidemiological measurements of transmissibility and severity: the effective reproduction number ([Formula: see text] ) and case fatality risk (CFR). We estimated the [Formula: see text] and time-delay adjusted CFR and to subsequently assess the nonlinear and delayed effect of temperature on [Formula: see text] and time-delay adjusted CFR. For [Formula: see text] at low temperatures, the cumulative relative risk (RR) at the first temperature percentile (3.3 °C) was 1.3 (95% confidence interval (CI): 1.1–1.7). As for the virulence to humans, moderate cold temperatures were associated with higher CFR, and CFR also increased as the temperature rose. The cumulative RR at the 10th and 99th percentiles of temperature (5.8 °C and 30.8 °C) for CFR were 3.5 (95% CI: 1.3–10.0) and 6.4 (95% CI: 4.1–10.1). Our results suggest the importance to take precautions to avoid infection in both cold and warm seasons to avoid severe cases of COVID-19. The results and our proposed approach will also help in assessing the possible seasonal course of COVID-19 in the future. Nature Publishing Group UK 2021-12-29 /pmc/articles/PMC8716537/ /pubmed/34966171 http://dx.doi.org/10.1038/s41598-021-04242-3 Text en © The Author(s) 2021, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Yamasaki, Lisa Murayama, Hiroaki Hashizume, Masahiro The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan |
title | The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan |
title_full | The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan |
title_fullStr | The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan |
title_full_unstemmed | The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan |
title_short | The impact of temperature on the transmissibility and virulence of COVID-19 in Tokyo, Japan |
title_sort | impact of temperature on the transmissibility and virulence of covid-19 in tokyo, japan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716537/ https://www.ncbi.nlm.nih.gov/pubmed/34966171 http://dx.doi.org/10.1038/s41598-021-04242-3 |
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