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Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks
High susceptibility has limited the role of climate in the SARS-CoV-2 pandemic to date. However, understanding a possible future effect of climate, as susceptibility declines and the northern-hemisphere winter approaches, is an important open question. Here we use an epidemiological model, constrain...
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/PMC7870658/ https://www.ncbi.nlm.nih.gov/pubmed/33558479 http://dx.doi.org/10.1038/s41467-021-20991-1 |
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author | Baker, Rachel E. Yang, Wenchang Vecchi, Gabriel A. Metcalf, C. Jessica E. Grenfell, Bryan T. |
author_facet | Baker, Rachel E. Yang, Wenchang Vecchi, Gabriel A. Metcalf, C. Jessica E. Grenfell, Bryan T. |
author_sort | Baker, Rachel E. |
collection | PubMed |
description | High susceptibility has limited the role of climate in the SARS-CoV-2 pandemic to date. However, understanding a possible future effect of climate, as susceptibility declines and the northern-hemisphere winter approaches, is an important open question. Here we use an epidemiological model, constrained by observations, to assess the sensitivity of future SARS-CoV-2 disease trajectories to local climate conditions. We find this sensitivity depends on both the susceptibility of the population and the efficacy of non-pharmaceutical interventions (NPIs) in reducing transmission. Assuming high susceptibility, more stringent NPIs may be required to minimize outbreak risk in the winter months. Our results suggest that the strength of NPIs remain the greatest determinant of future pre-vaccination outbreak size. While we find a small role for meteorological forecasts in projecting outbreak severity, reducing uncertainty in epidemiological parameters will likely have a more substantial impact on generating accurate predictions. |
format | Online Article Text |
id | pubmed-7870658 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78706582021-02-11 Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks Baker, Rachel E. Yang, Wenchang Vecchi, Gabriel A. Metcalf, C. Jessica E. Grenfell, Bryan T. Nat Commun Article High susceptibility has limited the role of climate in the SARS-CoV-2 pandemic to date. However, understanding a possible future effect of climate, as susceptibility declines and the northern-hemisphere winter approaches, is an important open question. Here we use an epidemiological model, constrained by observations, to assess the sensitivity of future SARS-CoV-2 disease trajectories to local climate conditions. We find this sensitivity depends on both the susceptibility of the population and the efficacy of non-pharmaceutical interventions (NPIs) in reducing transmission. Assuming high susceptibility, more stringent NPIs may be required to minimize outbreak risk in the winter months. Our results suggest that the strength of NPIs remain the greatest determinant of future pre-vaccination outbreak size. While we find a small role for meteorological forecasts in projecting outbreak severity, reducing uncertainty in epidemiological parameters will likely have a more substantial impact on generating accurate predictions. Nature Publishing Group UK 2021-02-08 /pmc/articles/PMC7870658/ /pubmed/33558479 http://dx.doi.org/10.1038/s41467-021-20991-1 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Baker, Rachel E. Yang, Wenchang Vecchi, Gabriel A. Metcalf, C. Jessica E. Grenfell, Bryan T. Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks |
title | Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks |
title_full | Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks |
title_fullStr | Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks |
title_full_unstemmed | Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks |
title_short | Assessing the influence of climate on wintertime SARS-CoV-2 outbreaks |
title_sort | assessing the influence of climate on wintertime sars-cov-2 outbreaks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7870658/ https://www.ncbi.nlm.nih.gov/pubmed/33558479 http://dx.doi.org/10.1038/s41467-021-20991-1 |
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