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Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics

Viral reproduction of SARS-CoV-2 provides opportunities for the acquisition of advantageous mutations, altering viral transmissibility, disease severity, and/or allowing escape from natural or vaccine-derived immunity. We use three mathematical models: a parsimonious deterministic model with homogen...

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Autores principales: Dyson, Louise, Hill, Edward M., Moore, Sam, Curran-Sebastian, Jacob, Tildesley, Michael J., Lythgoe, Katrina A., House, Thomas, Pellis, Lorenzo, Keeling, Matt J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484271/
https://www.ncbi.nlm.nih.gov/pubmed/34593807
http://dx.doi.org/10.1038/s41467-021-25915-7
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author Dyson, Louise
Hill, Edward M.
Moore, Sam
Curran-Sebastian, Jacob
Tildesley, Michael J.
Lythgoe, Katrina A.
House, Thomas
Pellis, Lorenzo
Keeling, Matt J.
author_facet Dyson, Louise
Hill, Edward M.
Moore, Sam
Curran-Sebastian, Jacob
Tildesley, Michael J.
Lythgoe, Katrina A.
House, Thomas
Pellis, Lorenzo
Keeling, Matt J.
author_sort Dyson, Louise
collection PubMed
description Viral reproduction of SARS-CoV-2 provides opportunities for the acquisition of advantageous mutations, altering viral transmissibility, disease severity, and/or allowing escape from natural or vaccine-derived immunity. We use three mathematical models: a parsimonious deterministic model with homogeneous mixing; an age-structured model; and a stochastic importation model to investigate the effect of potential variants of concern (VOCs). Calibrating to the situation in England in May 2021, we find epidemiological trajectories for putative VOCs are wide-ranging and dependent on their transmissibility, immune escape capability, and the introduction timing of a postulated VOC-targeted vaccine. We demonstrate that a VOC with a substantial transmission advantage over resident variants, or with immune escape properties, can generate a wave of infections and hospitalisations comparable to the winter 2020-2021 wave. Moreover, a variant that is less transmissible, but shows partial immune-escape could provoke a wave of infection that would not be revealed until control measures are further relaxed.
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spelling pubmed-84842712021-10-22 Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics Dyson, Louise Hill, Edward M. Moore, Sam Curran-Sebastian, Jacob Tildesley, Michael J. Lythgoe, Katrina A. House, Thomas Pellis, Lorenzo Keeling, Matt J. Nat Commun Article Viral reproduction of SARS-CoV-2 provides opportunities for the acquisition of advantageous mutations, altering viral transmissibility, disease severity, and/or allowing escape from natural or vaccine-derived immunity. We use three mathematical models: a parsimonious deterministic model with homogeneous mixing; an age-structured model; and a stochastic importation model to investigate the effect of potential variants of concern (VOCs). Calibrating to the situation in England in May 2021, we find epidemiological trajectories for putative VOCs are wide-ranging and dependent on their transmissibility, immune escape capability, and the introduction timing of a postulated VOC-targeted vaccine. We demonstrate that a VOC with a substantial transmission advantage over resident variants, or with immune escape properties, can generate a wave of infections and hospitalisations comparable to the winter 2020-2021 wave. Moreover, a variant that is less transmissible, but shows partial immune-escape could provoke a wave of infection that would not be revealed until control measures are further relaxed. Nature Publishing Group UK 2021-09-30 /pmc/articles/PMC8484271/ /pubmed/34593807 http://dx.doi.org/10.1038/s41467-021-25915-7 Text en © The Author(s) 2021 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 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Dyson, Louise
Hill, Edward M.
Moore, Sam
Curran-Sebastian, Jacob
Tildesley, Michael J.
Lythgoe, Katrina A.
House, Thomas
Pellis, Lorenzo
Keeling, Matt J.
Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics
title Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics
title_full Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics
title_fullStr Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics
title_full_unstemmed Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics
title_short Possible future waves of SARS-CoV-2 infection generated by variants of concern with a range of characteristics
title_sort possible future waves of sars-cov-2 infection generated by variants of concern with a range of characteristics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484271/
https://www.ncbi.nlm.nih.gov/pubmed/34593807
http://dx.doi.org/10.1038/s41467-021-25915-7
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