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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...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2023
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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 |
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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 |