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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...

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Detalles Bibliográficos
Autores principales: Nielsen, Bjarke Frost, Li, Yimei, Sneppen, Kim, Simonsen, Lone, Viboud, Cécile, Levin, Simon A., Grenfell, Bryan T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2022
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.
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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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