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Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains
Vaccines are thought to be the best available solution for controlling the ongoing SARS-CoV-2 pandemic. However, the emergence of vaccine-resistant strains may come too rapidly for current vaccine developments to alleviate the health, economic and social consequences of the pandemic. To quantify and...
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/PMC8324827/ https://www.ncbi.nlm.nih.gov/pubmed/34330988 http://dx.doi.org/10.1038/s41598-021-95025-3 |
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author | Rella, Simon A. Kulikova, Yuliya A. Dermitzakis, Emmanouil T. Kondrashov, Fyodor A. |
author_facet | Rella, Simon A. Kulikova, Yuliya A. Dermitzakis, Emmanouil T. Kondrashov, Fyodor A. |
author_sort | Rella, Simon A. |
collection | PubMed |
description | Vaccines are thought to be the best available solution for controlling the ongoing SARS-CoV-2 pandemic. However, the emergence of vaccine-resistant strains may come too rapidly for current vaccine developments to alleviate the health, economic and social consequences of the pandemic. To quantify and characterize the risk of such a scenario, we created a SIR-derived model with initial stochastic dynamics of the vaccine-resistant strain to study the probability of its emergence and establishment. Using parameters realistically resembling SARS-CoV-2 transmission, we model a wave-like pattern of the pandemic and consider the impact of the rate of vaccination and the strength of non-pharmaceutical intervention measures on the probability of emergence of a resistant strain. As expected, we found that a fast rate of vaccination decreases the probability of emergence of a resistant strain. Counterintuitively, when a relaxation of non-pharmaceutical interventions happened at a time when most individuals of the population have already been vaccinated the probability of emergence of a resistant strain was greatly increased. Consequently, we show that a period of transmission reduction close to the end of the vaccination campaign can substantially reduce the probability of resistant strain establishment. Our results suggest that policymakers and individuals should consider maintaining non-pharmaceutical interventions and transmission-reducing behaviours throughout the entire vaccination period. |
format | Online Article Text |
id | pubmed-8324827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83248272021-08-02 Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains Rella, Simon A. Kulikova, Yuliya A. Dermitzakis, Emmanouil T. Kondrashov, Fyodor A. Sci Rep Article Vaccines are thought to be the best available solution for controlling the ongoing SARS-CoV-2 pandemic. However, the emergence of vaccine-resistant strains may come too rapidly for current vaccine developments to alleviate the health, economic and social consequences of the pandemic. To quantify and characterize the risk of such a scenario, we created a SIR-derived model with initial stochastic dynamics of the vaccine-resistant strain to study the probability of its emergence and establishment. Using parameters realistically resembling SARS-CoV-2 transmission, we model a wave-like pattern of the pandemic and consider the impact of the rate of vaccination and the strength of non-pharmaceutical intervention measures on the probability of emergence of a resistant strain. As expected, we found that a fast rate of vaccination decreases the probability of emergence of a resistant strain. Counterintuitively, when a relaxation of non-pharmaceutical interventions happened at a time when most individuals of the population have already been vaccinated the probability of emergence of a resistant strain was greatly increased. Consequently, we show that a period of transmission reduction close to the end of the vaccination campaign can substantially reduce the probability of resistant strain establishment. Our results suggest that policymakers and individuals should consider maintaining non-pharmaceutical interventions and transmission-reducing behaviours throughout the entire vaccination period. Nature Publishing Group UK 2021-07-30 /pmc/articles/PMC8324827/ /pubmed/34330988 http://dx.doi.org/10.1038/s41598-021-95025-3 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 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 Rella, Simon A. Kulikova, Yuliya A. Dermitzakis, Emmanouil T. Kondrashov, Fyodor A. Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains |
title | Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains |
title_full | Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains |
title_fullStr | Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains |
title_full_unstemmed | Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains |
title_short | Rates of SARS-CoV-2 transmission and vaccination impact the fate of vaccine-resistant strains |
title_sort | rates of sars-cov-2 transmission and vaccination impact the fate of vaccine-resistant strains |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324827/ https://www.ncbi.nlm.nih.gov/pubmed/34330988 http://dx.doi.org/10.1038/s41598-021-95025-3 |
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