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virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2

An accurate understanding of the evolutionary history of rapidly-evolving viruses like SARS-CoV-2, responsible for the COVID-19 pandemic, is crucial to tracking and preventing the spread of emerging pathogens. However, viruses undergo frequent recombination, which makes it difficult to trace their e...

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Autores principales: Zaman, Sumaira, Sledzieski, Samuel, Berger, Bonnie, Wu, Yi-Chieh, Bansal, Mukul S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081712/
https://www.ncbi.nlm.nih.gov/pubmed/36125448
http://dx.doi.org/10.1089/cmb.2021.0507
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author Zaman, Sumaira
Sledzieski, Samuel
Berger, Bonnie
Wu, Yi-Chieh
Bansal, Mukul S.
author_facet Zaman, Sumaira
Sledzieski, Samuel
Berger, Bonnie
Wu, Yi-Chieh
Bansal, Mukul S.
author_sort Zaman, Sumaira
collection PubMed
description An accurate understanding of the evolutionary history of rapidly-evolving viruses like SARS-CoV-2, responsible for the COVID-19 pandemic, is crucial to tracking and preventing the spread of emerging pathogens. However, viruses undergo frequent recombination, which makes it difficult to trace their evolutionary history using traditional phylogenetic methods. In this study, we present a phylogenetic workflow, virDTL, for analyzing viral evolution in the presence of recombination. Our approach leverages reconciliation methods developed for inferring horizontal gene transfer in prokaryotes and, compared to existing tools, is uniquely able to identify ancestral recombinations while accounting for several sources of inference uncertainty, including in the construction of a strain tree, estimation and rooting of gene family trees, and reconciliation itself. We apply this workflow to the Sarbecovirus subgenus and demonstrate how a principled analysis of predicted recombination gives insight into the evolution of SARS-CoV-2. In addition to providing confirming evidence for the horseshoe bat as its zoonotic origin, we identify several ancestral recombination events that merit further study.
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spelling pubmed-100817122023-04-08 virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2 Zaman, Sumaira Sledzieski, Samuel Berger, Bonnie Wu, Yi-Chieh Bansal, Mukul S. J Comput Biol Research Articles An accurate understanding of the evolutionary history of rapidly-evolving viruses like SARS-CoV-2, responsible for the COVID-19 pandemic, is crucial to tracking and preventing the spread of emerging pathogens. However, viruses undergo frequent recombination, which makes it difficult to trace their evolutionary history using traditional phylogenetic methods. In this study, we present a phylogenetic workflow, virDTL, for analyzing viral evolution in the presence of recombination. Our approach leverages reconciliation methods developed for inferring horizontal gene transfer in prokaryotes and, compared to existing tools, is uniquely able to identify ancestral recombinations while accounting for several sources of inference uncertainty, including in the construction of a strain tree, estimation and rooting of gene family trees, and reconciliation itself. We apply this workflow to the Sarbecovirus subgenus and demonstrate how a principled analysis of predicted recombination gives insight into the evolution of SARS-CoV-2. In addition to providing confirming evidence for the horseshoe bat as its zoonotic origin, we identify several ancestral recombination events that merit further study. Mary Ann Liebert, Inc., publishers 2023-01-01 2023-01-05 /pmc/articles/PMC10081712/ /pubmed/36125448 http://dx.doi.org/10.1089/cmb.2021.0507 Text en © Sumaira Zaman, et al., 2023. Published by Mary Ann Liebert, Inc. https://creativecommons.org/licenses/by-nc/4.0/This Open Access article is distributed under the terms of the Creative Commons Attribution Noncommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
spellingShingle Research Articles
Zaman, Sumaira
Sledzieski, Samuel
Berger, Bonnie
Wu, Yi-Chieh
Bansal, Mukul S.
virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2
title virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2
title_full virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2
title_fullStr virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2
title_full_unstemmed virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2
title_short virDTL: Viral Recombination Analysis Through Phylogenetic Reconciliation and Its Application to Sarbecoviruses and SARS-CoV-2
title_sort virdtl: viral recombination analysis through phylogenetic reconciliation and its application to sarbecoviruses and sars-cov-2
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081712/
https://www.ncbi.nlm.nih.gov/pubmed/36125448
http://dx.doi.org/10.1089/cmb.2021.0507
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