Cargando…

Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan

This study aimed to quantify the exposure-lag-response relationship between short-term changes in ambient temperature and absolute humidity and the transmission dynamics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in Japan. The prefecture-specific daily time-series of newly confi...

Descripción completa

Detalles Bibliográficos
Autor principal: Wagatsuma, Keita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675148/
https://www.ncbi.nlm.nih.gov/pubmed/38003771
http://dx.doi.org/10.3390/pathogens12111307
_version_ 1785140995881435136
author Wagatsuma, Keita
author_facet Wagatsuma, Keita
author_sort Wagatsuma, Keita
collection PubMed
description This study aimed to quantify the exposure-lag-response relationship between short-term changes in ambient temperature and absolute humidity and the transmission dynamics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in Japan. The prefecture-specific daily time-series of newly confirmed cases, meteorological variables, retail and recreation mobility, and Government Stringency Index were collected for all 47 prefectures of Japan for the study period from 15 February 2020 to 15 October 2022. Generalized conditional Gamma regression models were formulated with distributed lag nonlinear models by adopting the case-time-series design to assess the independent and interactive effects of ambient temperature and absolute humidity on the relative risk (RR) of the time-varying effective reproductive number (R(t)). With reference to 17.8 °C, the corresponding cumulative RRs (95% confidence interval) at a mean ambient temperatures of 5.1 °C and 27.9 °C were 1.027 (1.016–1.038) and 0.982 (0.974–0.989), respectively, whereas those at an absolute humidity of 4.2 m/g(3) and 20.6 m/g(3) were 1.026 (1.017–1.036) and 0.995 (0.985–1.006), respectively, with reference to 10.6 m/g(3). Both extremely hot and humid conditions synergistically and slightly reduced the R(t). Our findings provide a better understanding of how meteorological drivers shape the complex heterogeneous dynamics of SARS-CoV-2 in Japan.
format Online
Article
Text
id pubmed-10675148
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106751482023-11-01 Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan Wagatsuma, Keita Pathogens Article This study aimed to quantify the exposure-lag-response relationship between short-term changes in ambient temperature and absolute humidity and the transmission dynamics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in Japan. The prefecture-specific daily time-series of newly confirmed cases, meteorological variables, retail and recreation mobility, and Government Stringency Index were collected for all 47 prefectures of Japan for the study period from 15 February 2020 to 15 October 2022. Generalized conditional Gamma regression models were formulated with distributed lag nonlinear models by adopting the case-time-series design to assess the independent and interactive effects of ambient temperature and absolute humidity on the relative risk (RR) of the time-varying effective reproductive number (R(t)). With reference to 17.8 °C, the corresponding cumulative RRs (95% confidence interval) at a mean ambient temperatures of 5.1 °C and 27.9 °C were 1.027 (1.016–1.038) and 0.982 (0.974–0.989), respectively, whereas those at an absolute humidity of 4.2 m/g(3) and 20.6 m/g(3) were 1.026 (1.017–1.036) and 0.995 (0.985–1.006), respectively, with reference to 10.6 m/g(3). Both extremely hot and humid conditions synergistically and slightly reduced the R(t). Our findings provide a better understanding of how meteorological drivers shape the complex heterogeneous dynamics of SARS-CoV-2 in Japan. MDPI 2023-11-01 /pmc/articles/PMC10675148/ /pubmed/38003771 http://dx.doi.org/10.3390/pathogens12111307 Text en © 2023 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wagatsuma, Keita
Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan
title Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan
title_full Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan
title_fullStr Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan
title_full_unstemmed Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan
title_short Association of Ambient Temperature and Absolute Humidity with the Effective Reproduction Number of COVID-19 in Japan
title_sort association of ambient temperature and absolute humidity with the effective reproduction number of covid-19 in japan
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675148/
https://www.ncbi.nlm.nih.gov/pubmed/38003771
http://dx.doi.org/10.3390/pathogens12111307
work_keys_str_mv AT wagatsumakeita associationofambienttemperatureandabsolutehumiditywiththeeffectivereproductionnumberofcovid19injapan