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CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution

BACKGROUND: The evolution of bacteria is shaped by different mechanisms such as mutation, gene deletion, duplication, or insertion of foreign DNA among others. These genetic changes can accumulate in the descendants as a result of natural selection. Using phylogeny and genome comparisons, evolutiona...

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Autores principales: Guerra Maldonado, Juan F., Vincent, Antony T., Chenal, Martin, Veyrier, Frederic J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7690079/
https://www.ncbi.nlm.nih.gov/pubmed/33243176
http://dx.doi.org/10.1186/s12864-020-07232-3
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author Guerra Maldonado, Juan F.
Vincent, Antony T.
Chenal, Martin
Veyrier, Frederic J.
author_facet Guerra Maldonado, Juan F.
Vincent, Antony T.
Chenal, Martin
Veyrier, Frederic J.
author_sort Guerra Maldonado, Juan F.
collection PubMed
description BACKGROUND: The evolution of bacteria is shaped by different mechanisms such as mutation, gene deletion, duplication, or insertion of foreign DNA among others. These genetic changes can accumulate in the descendants as a result of natural selection. Using phylogeny and genome comparisons, evolutionary paths can be somehow retraced, with recent events being much easier to detect than older ones. For this reason, multiple tools are available to study the evolutionary events within genomes of single species, such as gene composition alterations, or subtler mutations such as SNPs. However, these tools are generally designed to compare similar genomes and require advanced skills in bioinformatics. We present CAPRIB, a unique tool developed in Java that allows to determine the amino acid changes, at the genus level, that correlate with phenotypic differences between two groups of organisms. RESULTS: CAPRIB has a user-friendly graphical interface and uses databases in SQL, making it easy to compare several genomes without the need for programming or thorough knowledge in bioinformatics. This intuitive software narrows down a list of amino acid changes that are concomitant with a given phenotypic divergence at the genus scale. Each permutation found by our software is associated with two already described statistical values that indicate its potential impact on the protein’s function, helping the user decide which promising candidates to further investigate. We show that CAPRIB is able to detect already known mutations and uncovers many more, and that this tool can be used to question molecular phylogeny. Finally, we exemplify the utility of CAPRIB by pinpointing amino acid changes that coincided with the emergence of slow-growing mycobacteria from their fast-growing counterparts. The software is freely available at https://github.com/BactSymEvol/Caprib. CONCLUSIONS: CAPRIB is a new bioinformatics software aiming to make genus-scale comparisons accessible to all. With its intuitive graphical interface, this tool identifies key amino acid changes concomitant with a phenotypic divergence. By comparing fast and slow-growing mycobacteria, we shed light on evolutionary hotspots, such as the cytokinin pathway, that are interesting candidates for further experimentations.
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spelling pubmed-76900792020-11-30 CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution Guerra Maldonado, Juan F. Vincent, Antony T. Chenal, Martin Veyrier, Frederic J. BMC Genomics Software BACKGROUND: The evolution of bacteria is shaped by different mechanisms such as mutation, gene deletion, duplication, or insertion of foreign DNA among others. These genetic changes can accumulate in the descendants as a result of natural selection. Using phylogeny and genome comparisons, evolutionary paths can be somehow retraced, with recent events being much easier to detect than older ones. For this reason, multiple tools are available to study the evolutionary events within genomes of single species, such as gene composition alterations, or subtler mutations such as SNPs. However, these tools are generally designed to compare similar genomes and require advanced skills in bioinformatics. We present CAPRIB, a unique tool developed in Java that allows to determine the amino acid changes, at the genus level, that correlate with phenotypic differences between two groups of organisms. RESULTS: CAPRIB has a user-friendly graphical interface and uses databases in SQL, making it easy to compare several genomes without the need for programming or thorough knowledge in bioinformatics. This intuitive software narrows down a list of amino acid changes that are concomitant with a given phenotypic divergence at the genus scale. Each permutation found by our software is associated with two already described statistical values that indicate its potential impact on the protein’s function, helping the user decide which promising candidates to further investigate. We show that CAPRIB is able to detect already known mutations and uncovers many more, and that this tool can be used to question molecular phylogeny. Finally, we exemplify the utility of CAPRIB by pinpointing amino acid changes that coincided with the emergence of slow-growing mycobacteria from their fast-growing counterparts. The software is freely available at https://github.com/BactSymEvol/Caprib. CONCLUSIONS: CAPRIB is a new bioinformatics software aiming to make genus-scale comparisons accessible to all. With its intuitive graphical interface, this tool identifies key amino acid changes concomitant with a phenotypic divergence. By comparing fast and slow-growing mycobacteria, we shed light on evolutionary hotspots, such as the cytokinin pathway, that are interesting candidates for further experimentations. BioMed Central 2020-11-26 /pmc/articles/PMC7690079/ /pubmed/33243176 http://dx.doi.org/10.1186/s12864-020-07232-3 Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Guerra Maldonado, Juan F.
Vincent, Antony T.
Chenal, Martin
Veyrier, Frederic J.
CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
title CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
title_full CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
title_fullStr CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
title_full_unstemmed CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
title_short CAPRIB: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
title_sort caprib: a user-friendly tool to study amino acid changes and selection for the exploration of intra-genus evolution
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7690079/
https://www.ncbi.nlm.nih.gov/pubmed/33243176
http://dx.doi.org/10.1186/s12864-020-07232-3
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