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AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers
Horizontal gene transfer (HGT) is the transfer of genes between species outside the transmission from parent to offspring. Due to their impact on the genome and biology of various species, HGTs have gained broader attention, but high-throughput methods to robustly identify them are lacking. One rapi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678320/ https://www.ncbi.nlm.nih.gov/pubmed/36350852 http://dx.doi.org/10.1371/journal.pcbi.1010686 |
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author | Koutsovoulos, Georgios D. Granjeon Noriot, Solène Bailly-Bechet, Marc Danchin, Etienne G. J. Rancurel, Corinne |
author_facet | Koutsovoulos, Georgios D. Granjeon Noriot, Solène Bailly-Bechet, Marc Danchin, Etienne G. J. Rancurel, Corinne |
author_sort | Koutsovoulos, Georgios D. |
collection | PubMed |
description | Horizontal gene transfer (HGT) is the transfer of genes between species outside the transmission from parent to offspring. Due to their impact on the genome and biology of various species, HGTs have gained broader attention, but high-throughput methods to robustly identify them are lacking. One rapid method to identify HGT candidates is to calculate the difference in similarity between the most similar gene in closely related species and the most similar gene in distantly related species. Although metrics on similarity associated with taxonomic information can rapidly detect putative HGTs, these methods are hampered by false positives that are difficult to track. Furthermore, they do not inform on the evolutionary trajectory and events such as duplications. Hence, phylogenetic analysis is necessary to confirm HGT candidates and provide a more comprehensive view of their origin and evolutionary history. However, phylogenetic reconstruction requires several time-consuming manual steps to retrieve the homologous sequences, produce a multiple alignment, construct the phylogeny and analyze the topology to assess whether it supports the HGT hypothesis. Here, we present AvP which automatically performs all these steps and detects candidate HGTs within a phylogenetic framework. |
format | Online Article Text |
id | pubmed-9678320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-96783202022-11-22 AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers Koutsovoulos, Georgios D. Granjeon Noriot, Solène Bailly-Bechet, Marc Danchin, Etienne G. J. Rancurel, Corinne PLoS Comput Biol Research Article Horizontal gene transfer (HGT) is the transfer of genes between species outside the transmission from parent to offspring. Due to their impact on the genome and biology of various species, HGTs have gained broader attention, but high-throughput methods to robustly identify them are lacking. One rapid method to identify HGT candidates is to calculate the difference in similarity between the most similar gene in closely related species and the most similar gene in distantly related species. Although metrics on similarity associated with taxonomic information can rapidly detect putative HGTs, these methods are hampered by false positives that are difficult to track. Furthermore, they do not inform on the evolutionary trajectory and events such as duplications. Hence, phylogenetic analysis is necessary to confirm HGT candidates and provide a more comprehensive view of their origin and evolutionary history. However, phylogenetic reconstruction requires several time-consuming manual steps to retrieve the homologous sequences, produce a multiple alignment, construct the phylogeny and analyze the topology to assess whether it supports the HGT hypothesis. Here, we present AvP which automatically performs all these steps and detects candidate HGTs within a phylogenetic framework. Public Library of Science 2022-11-09 /pmc/articles/PMC9678320/ /pubmed/36350852 http://dx.doi.org/10.1371/journal.pcbi.1010686 Text en © 2022 Koutsovoulos et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Koutsovoulos, Georgios D. Granjeon Noriot, Solène Bailly-Bechet, Marc Danchin, Etienne G. J. Rancurel, Corinne AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers |
title | AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers |
title_full | AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers |
title_fullStr | AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers |
title_full_unstemmed | AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers |
title_short | AvP: A software package for automatic phylogenetic detection of candidate horizontal gene transfers |
title_sort | avp: a software package for automatic phylogenetic detection of candidate horizontal gene transfers |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678320/ https://www.ncbi.nlm.nih.gov/pubmed/36350852 http://dx.doi.org/10.1371/journal.pcbi.1010686 |
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