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In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis

Corynebacterium pseudotuberculosis is a pathogen of veterinary relevance diseases, being divided into two biovars: equi and ovis; causing ulcerative lymphangitis and caseous lymphadenitis, respectively. The isolation and sequencing of C. pseudotuberculosis biovar ovis strains in the Northern and Nor...

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Autores principales: Araújo, Carlos Leonardo, Blanco, Iago, Souza, Luciana, Tiwari, Sandeep, Pereira, Lino César, Ghosh, Preetam, Azevedo, Vasco, Silva, Artur, Folador, Adriana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7456259/
https://www.ncbi.nlm.nih.gov/pubmed/32913672
http://dx.doi.org/10.7717/peerj.9643
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author Araújo, Carlos Leonardo
Blanco, Iago
Souza, Luciana
Tiwari, Sandeep
Pereira, Lino César
Ghosh, Preetam
Azevedo, Vasco
Silva, Artur
Folador, Adriana
author_facet Araújo, Carlos Leonardo
Blanco, Iago
Souza, Luciana
Tiwari, Sandeep
Pereira, Lino César
Ghosh, Preetam
Azevedo, Vasco
Silva, Artur
Folador, Adriana
author_sort Araújo, Carlos Leonardo
collection PubMed
description Corynebacterium pseudotuberculosis is a pathogen of veterinary relevance diseases, being divided into two biovars: equi and ovis; causing ulcerative lymphangitis and caseous lymphadenitis, respectively. The isolation and sequencing of C. pseudotuberculosis biovar ovis strains in the Northern and Northeastern regions of Brazil exhibited the emergence of this pathogen, which causes economic losses to small ruminant producers, and condemnation of carcasses and skins of animals. Through the pan-genomic approach, it is possible to determine and analyze genes that are shared by all strains of a species—the core genome. However, many of these genes do not have any predicted function, being characterized as hypothetical proteins (HP). In this study, we considered 32 C. pseudotuberculosis biovar ovis genomes for the pan-genomic analysis, where were identified 172 HP present in a core genome composed by 1255 genes. We are able to functionally annotate 80 sequences previously characterized as HP through the identification of structural features as conserved domains and families. Furthermore, we analyzed the physicochemical properties, subcellular localization and molecular function. Additionally, through RNA-seq data, we investigated the differential gene expression of the annotated HP. Genes inserted in pathogenicity islands had their virulence potential evaluated. Also, we have analyzed the existence of functional associations for their products based on protein–protein interaction networks, and perform the structural prediction of three targets. Due to the integration of different strategies, this study can underlie deeper in vitro researches in the characterization of these HP and the search for new solutions for combat this pathogen.
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spelling pubmed-74562592020-09-09 In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis Araújo, Carlos Leonardo Blanco, Iago Souza, Luciana Tiwari, Sandeep Pereira, Lino César Ghosh, Preetam Azevedo, Vasco Silva, Artur Folador, Adriana PeerJ Computational Biology Corynebacterium pseudotuberculosis is a pathogen of veterinary relevance diseases, being divided into two biovars: equi and ovis; causing ulcerative lymphangitis and caseous lymphadenitis, respectively. The isolation and sequencing of C. pseudotuberculosis biovar ovis strains in the Northern and Northeastern regions of Brazil exhibited the emergence of this pathogen, which causes economic losses to small ruminant producers, and condemnation of carcasses and skins of animals. Through the pan-genomic approach, it is possible to determine and analyze genes that are shared by all strains of a species—the core genome. However, many of these genes do not have any predicted function, being characterized as hypothetical proteins (HP). In this study, we considered 32 C. pseudotuberculosis biovar ovis genomes for the pan-genomic analysis, where were identified 172 HP present in a core genome composed by 1255 genes. We are able to functionally annotate 80 sequences previously characterized as HP through the identification of structural features as conserved domains and families. Furthermore, we analyzed the physicochemical properties, subcellular localization and molecular function. Additionally, through RNA-seq data, we investigated the differential gene expression of the annotated HP. Genes inserted in pathogenicity islands had their virulence potential evaluated. Also, we have analyzed the existence of functional associations for their products based on protein–protein interaction networks, and perform the structural prediction of three targets. Due to the integration of different strategies, this study can underlie deeper in vitro researches in the characterization of these HP and the search for new solutions for combat this pathogen. PeerJ Inc. 2020-08-26 /pmc/articles/PMC7456259/ /pubmed/32913672 http://dx.doi.org/10.7717/peerj.9643 Text en © 2020 Araújo 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, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Computational Biology
Araújo, Carlos Leonardo
Blanco, Iago
Souza, Luciana
Tiwari, Sandeep
Pereira, Lino César
Ghosh, Preetam
Azevedo, Vasco
Silva, Artur
Folador, Adriana
In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis
title In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis
title_full In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis
title_fullStr In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis
title_full_unstemmed In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis
title_short In silico functional prediction of hypothetical proteins from the core genome of Corynebacterium pseudotuberculosis biovar ovis
title_sort in silico functional prediction of hypothetical proteins from the core genome of corynebacterium pseudotuberculosis biovar ovis
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7456259/
https://www.ncbi.nlm.nih.gov/pubmed/32913672
http://dx.doi.org/10.7717/peerj.9643
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