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Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2
Identifying drivers of viral diversity is key to understanding the evolutionary as well as epidemiological dynamics of the COVID-19 pandemic. Using rich viral genomic data sets, we show that periods of steadily rising diversity have been punctuated by sudden, enormous increases followed by similarly...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387145/ https://www.ncbi.nlm.nih.gov/pubmed/35982659 http://dx.doi.org/10.1101/2022.07.27.22278129 |
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author | Nielsen, Bjarke Frost Li, Yimei Sneppen, Kim Simonsen, Lone Viboud, Cécile Levin, Simon A. Grenfell, Bryan T. |
author_facet | Nielsen, Bjarke Frost Li, Yimei Sneppen, Kim Simonsen, Lone Viboud, Cécile Levin, Simon A. Grenfell, Bryan T. |
author_sort | Nielsen, Bjarke Frost |
collection | PubMed |
description | Identifying drivers of viral diversity is key to understanding the evolutionary as well as epidemiological dynamics of the COVID-19 pandemic. Using rich viral genomic data sets, we show that periods of steadily rising diversity have been punctuated by sudden, enormous increases followed by similarly abrupt collapses of diversity. We introduce a mechanistic model of saltational evolution with epistasis and demonstrate that these features parsimoniously account for the observed temporal dynamics of inter-genomic diversity. Our results provide support for recent proposals that saltational evolution may be a signature feature of SARS-CoV-2, allowing the pathogen to more readily evolve highly transmissible variants. These findings lend theoretical support to a heightened awareness of biological contexts where increased diversification may occur. They also underline the power of pathogen genomics and other surveillance streams in clarifying the phylodynamics of emerging and endemic infections. In public health terms, our results further underline the importance of equitable distribution of up-to-date vaccines. |
format | Online Article Text |
id | pubmed-9387145 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-93871452022-08-19 Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 Nielsen, Bjarke Frost Li, Yimei Sneppen, Kim Simonsen, Lone Viboud, Cécile Levin, Simon A. Grenfell, Bryan T. medRxiv Article Identifying drivers of viral diversity is key to understanding the evolutionary as well as epidemiological dynamics of the COVID-19 pandemic. Using rich viral genomic data sets, we show that periods of steadily rising diversity have been punctuated by sudden, enormous increases followed by similarly abrupt collapses of diversity. We introduce a mechanistic model of saltational evolution with epistasis and demonstrate that these features parsimoniously account for the observed temporal dynamics of inter-genomic diversity. Our results provide support for recent proposals that saltational evolution may be a signature feature of SARS-CoV-2, allowing the pathogen to more readily evolve highly transmissible variants. These findings lend theoretical support to a heightened awareness of biological contexts where increased diversification may occur. They also underline the power of pathogen genomics and other surveillance streams in clarifying the phylodynamics of emerging and endemic infections. In public health terms, our results further underline the importance of equitable distribution of up-to-date vaccines. Cold Spring Harbor Laboratory 2022-07-29 /pmc/articles/PMC9387145/ /pubmed/35982659 http://dx.doi.org/10.1101/2022.07.27.22278129 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Nielsen, Bjarke Frost Li, Yimei Sneppen, Kim Simonsen, Lone Viboud, Cécile Levin, Simon A. Grenfell, Bryan T. Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 |
title | Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 |
title_full | Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 |
title_fullStr | Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 |
title_full_unstemmed | Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 |
title_short | Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2 |
title_sort | immune heterogeneity and epistasis explain punctuated evolution of sars-cov-2 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9387145/ https://www.ncbi.nlm.nih.gov/pubmed/35982659 http://dx.doi.org/10.1101/2022.07.27.22278129 |
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