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Using the taxon-specific genes for the taxonomic classification of bacterial genomes

BACKGROUND: The correct taxonomic assignment of bacterial genomes is a primary and challenging task. With the availability of whole genome sequences, the gene content based approaches appear promising in inferring the bacterial taxonomy. The complete genome sequencing of a bacterial genome often rev...

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Autores principales: Gupta, Ankit, Sharma, Vineet K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4438512/
https://www.ncbi.nlm.nih.gov/pubmed/25990029
http://dx.doi.org/10.1186/s12864-015-1542-0
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author Gupta, Ankit
Sharma, Vineet K
author_facet Gupta, Ankit
Sharma, Vineet K
author_sort Gupta, Ankit
collection PubMed
description BACKGROUND: The correct taxonomic assignment of bacterial genomes is a primary and challenging task. With the availability of whole genome sequences, the gene content based approaches appear promising in inferring the bacterial taxonomy. The complete genome sequencing of a bacterial genome often reveals a substantial number of unique genes present only in that genome which can be used for its taxonomic classification. RESULTS: In this study, we have proposed a comprehensive method which uses the taxon-specific genes for the correct taxonomic assignment of existing and new bacterial genomes. The taxon-specific genes identified at each taxonomic rank have been successfully used for the taxonomic classification of 2,342 genomes present in the NCBI genomes, 36 newly sequenced genomes, and 17 genomes for which the complete taxonomy is not yet known. This approach has been implemented for the development of a tool ‘Microtaxi’ which can be used for the taxonomic assignment of complete bacterial genomes. CONCLUSION: The taxon-specific gene based approach provides an alternate valuable methodology to carry out the taxonomic classification of newly sequenced or existing bacterial genomes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1542-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-44385122015-05-21 Using the taxon-specific genes for the taxonomic classification of bacterial genomes Gupta, Ankit Sharma, Vineet K BMC Genomics Methodology Article BACKGROUND: The correct taxonomic assignment of bacterial genomes is a primary and challenging task. With the availability of whole genome sequences, the gene content based approaches appear promising in inferring the bacterial taxonomy. The complete genome sequencing of a bacterial genome often reveals a substantial number of unique genes present only in that genome which can be used for its taxonomic classification. RESULTS: In this study, we have proposed a comprehensive method which uses the taxon-specific genes for the correct taxonomic assignment of existing and new bacterial genomes. The taxon-specific genes identified at each taxonomic rank have been successfully used for the taxonomic classification of 2,342 genomes present in the NCBI genomes, 36 newly sequenced genomes, and 17 genomes for which the complete taxonomy is not yet known. This approach has been implemented for the development of a tool ‘Microtaxi’ which can be used for the taxonomic assignment of complete bacterial genomes. CONCLUSION: The taxon-specific gene based approach provides an alternate valuable methodology to carry out the taxonomic classification of newly sequenced or existing bacterial genomes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1542-0) contains supplementary material, which is available to authorized users. BioMed Central 2015-05-20 /pmc/articles/PMC4438512/ /pubmed/25990029 http://dx.doi.org/10.1186/s12864-015-1542-0 Text en © Gupta and Sharma; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Methodology Article
Gupta, Ankit
Sharma, Vineet K
Using the taxon-specific genes for the taxonomic classification of bacterial genomes
title Using the taxon-specific genes for the taxonomic classification of bacterial genomes
title_full Using the taxon-specific genes for the taxonomic classification of bacterial genomes
title_fullStr Using the taxon-specific genes for the taxonomic classification of bacterial genomes
title_full_unstemmed Using the taxon-specific genes for the taxonomic classification of bacterial genomes
title_short Using the taxon-specific genes for the taxonomic classification of bacterial genomes
title_sort using the taxon-specific genes for the taxonomic classification of bacterial genomes
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4438512/
https://www.ncbi.nlm.nih.gov/pubmed/25990029
http://dx.doi.org/10.1186/s12864-015-1542-0
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