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ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements

BACKGROUND: The non-conserved accessory genome of bacteria can be associated with important adaptive characteristics that can contribute to niche specificity or pathogenicity of strains. High degrees of structural and compositional diversity in genomic islands and other elements of the accessory gen...

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Autor principal: Ozer, Egon A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5910555/
https://www.ncbi.nlm.nih.gov/pubmed/29678129
http://dx.doi.org/10.1186/s12859-018-2154-x
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author Ozer, Egon A.
author_facet Ozer, Egon A.
author_sort Ozer, Egon A.
collection PubMed
description BACKGROUND: The non-conserved accessory genome of bacteria can be associated with important adaptive characteristics that can contribute to niche specificity or pathogenicity of strains. High degrees of structural and compositional diversity in genomic islands and other elements of the accessory genome can complicate characterization of accessory genome contents among populations of strains. Methods for easily and effectively defining the distributions of discrete elements of the accessory genome among bacterial strains in a population are needed to explore the relationships between the flexible genome and bacterial adaptive traits. RESULTS: We have developed the open-source software package ClustAGE. This program, written in Perl, uses BLAST to cluster nucleotide accessory genomic elements from the genomes of multiple bacterial strains and to identify their distribution within the study population. The program output can be used in combination with strain phenotype data or other characteristics to detect associations. Optional graphical output is available for visualizing accessory genome gene content and distribution patterns. The capabilities of the software are demonstrated on a collection of 14 Pseudomonas aeruginosa genome sequences. CONCLUSIONS: The ClustAGE software and utilities are effective for identifying characteristics and distributions of accessory genomic elements among groups of bacterial genomes. The ability to easily and effectively characterize the accessory genome of a sequence collection may provide a better understanding of the accessory genome’s contribution to a species’ adaptation and pathogenesis. The ClustAGE source code can be downloaded from https://clustage.sourceforge.io and a limited web-based implementation is available at http://vfsmspineagent.fsm.northwestern.edu/cgi-bin/clustage.cgi. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-018-2154-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-59105552018-05-02 ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements Ozer, Egon A. BMC Bioinformatics Software BACKGROUND: The non-conserved accessory genome of bacteria can be associated with important adaptive characteristics that can contribute to niche specificity or pathogenicity of strains. High degrees of structural and compositional diversity in genomic islands and other elements of the accessory genome can complicate characterization of accessory genome contents among populations of strains. Methods for easily and effectively defining the distributions of discrete elements of the accessory genome among bacterial strains in a population are needed to explore the relationships between the flexible genome and bacterial adaptive traits. RESULTS: We have developed the open-source software package ClustAGE. This program, written in Perl, uses BLAST to cluster nucleotide accessory genomic elements from the genomes of multiple bacterial strains and to identify their distribution within the study population. The program output can be used in combination with strain phenotype data or other characteristics to detect associations. Optional graphical output is available for visualizing accessory genome gene content and distribution patterns. The capabilities of the software are demonstrated on a collection of 14 Pseudomonas aeruginosa genome sequences. CONCLUSIONS: The ClustAGE software and utilities are effective for identifying characteristics and distributions of accessory genomic elements among groups of bacterial genomes. The ability to easily and effectively characterize the accessory genome of a sequence collection may provide a better understanding of the accessory genome’s contribution to a species’ adaptation and pathogenesis. The ClustAGE source code can be downloaded from https://clustage.sourceforge.io and a limited web-based implementation is available at http://vfsmspineagent.fsm.northwestern.edu/cgi-bin/clustage.cgi. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-018-2154-x) contains supplementary material, which is available to authorized users. BioMed Central 2018-04-20 /pmc/articles/PMC5910555/ /pubmed/29678129 http://dx.doi.org/10.1186/s12859-018-2154-x Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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.
spellingShingle Software
Ozer, Egon A.
ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements
title ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements
title_full ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements
title_fullStr ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements
title_full_unstemmed ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements
title_short ClustAGE: a tool for clustering and distribution analysis of bacterial accessory genomic elements
title_sort clustage: a tool for clustering and distribution analysis of bacterial accessory genomic elements
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5910555/
https://www.ncbi.nlm.nih.gov/pubmed/29678129
http://dx.doi.org/10.1186/s12859-018-2154-x
work_keys_str_mv AT ozeregona clustageatoolforclusteringanddistributionanalysisofbacterialaccessorygenomicelements