An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets

Autores
Radusky, Leandro Gabriel; Hassan, Syed Shah; Lanzarotti, Esteban Omar; Tiwari, Sandeep; Jamal, Syed Babar; Ali, Javed; Ali, Amjad; Ferreira, Rafaela Salgado; Barh, Debmalya; Silva, Artur; Turjanski, Adrian; Azevedo, Vasco AC
Año de publicación
2015
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Background: The bacterium Corynebacterium pseudotuberculosis (Cp) causes caseous lymphadenitis (CLA), mastitis, ulcerative lymphangitis, and oedema in a number of hosts, comprising ruminants, thereby intimidating economic and dairy industries worldwide. So far there is no effective drug or vaccine available against Cp. Previously, a pan-genomic analysis was performed for both biovar equi and biovar ovis and a Pathogenicity Islands (PAIS) analysis within the strains highlighted a large set of proteins that could be relevant therapeutic targets for controlling the onset of CLA. In the present work, a structural druggability analysis pipeline was accomplished along 15 previously sequenced Cp strains from both biovar equi and biovar ovis. Methods and results: We computed the whole modelome of a reference strain Cp1002 (NCBI Accession: NC_017300.1) and then the homology models of proteins, of 14 different Cp strains, with high identity (≥ 85%) to the reference strain were also done. Druggability score of all proteins pockets was calculated and only those targets that have a highly druggable (HD) pocket in all strains were kept, a set of 58 proteins. Finally, this information was merged with the previous PAIS analysis giving two possible highly relevant targets to conduct drug discovery projects. Also, off-targeting information against host organisms, including Homo sapiens and a further analysis for protein essentiality provided a final set of 31 druggable, essential and non-host homologous targets, tabulated in table S4, additional file 1. Out of 31 globally druggable targets, 9 targets have already been reported in other pathogenic microorganisms, 3 of them (3-isopropylmalate dehydratase small subunit, 50S ribosomal protein L30, Chromosomal replication initiator protein DnaA) in C. pseudotuberculosis. Conclusion: Overall we provide valuable information of possible targets against C. pseudotuberculosis where some of these targets have already been reported in other microorganisms for drug discovery projects, also discarding targets that might be physiologically relevant but are not amenable for drug binding. We propose that the constructed in silico dataset might serve as a guidance for the scientific community to have a better understanding while selecting putative therapeutic protein candidates as druggable ones as effective measures against C. pseudotuberculosis.
Fil: Radusky, Leandro Gabriel. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina
Fil: Hassan, Syed Shah. Universidade Federal de Minas Gerais; Brasil
Fil: Lanzarotti, Esteban Omar. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina
Fil: Tiwari, Sandeep. Universidade Federal de Minas Gerais; Brasil
Fil: Jamal, Syed Babar. Universidade Federal de Minas Gerais; Brasil
Fil: Ali, Javed. Kohat University of Science and Technology; Pakistán
Fil: Ali, Amjad. National University of Sciences & Technology; Pakistán
Fil: Ferreira, Rafaela Salgado. Universidade Federal de Minas Gerais; Brasil
Fil: Barh, Debmalya. Institute of Integrative Omics and Applied Biotechnology; Pakistán
Fil: Silva, Artur. Federal University of Pará; Brasil
Fil: Turjanski, Adrian. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química, Física de los Materiales, Medioambiente y Energía. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química, Física de los Materiales, Medioambiente y Energía; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina
Fil: Azevedo, Vasco AC. Universidade Federal de Minas Gerais; Brasil
Materia
bioinformatica
corynebacterium tuberculosis
drogabilidad
Modelado por Homologia
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/58994

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network_name_str CONICET Digital (CONICET)
spelling An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targetsRadusky, Leandro GabrielHassan, Syed ShahLanzarotti, Esteban OmarTiwari, SandeepJamal, Syed BabarAli, JavedAli, AmjadFerreira, Rafaela SalgadoBarh, DebmalyaSilva, ArturTurjanski, AdrianAzevedo, Vasco ACbioinformaticacorynebacterium tuberculosisdrogabilidadModelado por Homologiahttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1Background: The bacterium Corynebacterium pseudotuberculosis (Cp) causes caseous lymphadenitis (CLA), mastitis, ulcerative lymphangitis, and oedema in a number of hosts, comprising ruminants, thereby intimidating economic and dairy industries worldwide. So far there is no effective drug or vaccine available against Cp. Previously, a pan-genomic analysis was performed for both biovar equi and biovar ovis and a Pathogenicity Islands (PAIS) analysis within the strains highlighted a large set of proteins that could be relevant therapeutic targets for controlling the onset of CLA. In the present work, a structural druggability analysis pipeline was accomplished along 15 previously sequenced Cp strains from both biovar equi and biovar ovis. Methods and results: We computed the whole modelome of a reference strain Cp1002 (NCBI Accession: NC_017300.1) and then the homology models of proteins, of 14 different Cp strains, with high identity (≥ 85%) to the reference strain were also done. Druggability score of all proteins pockets was calculated and only those targets that have a highly druggable (HD) pocket in all strains were kept, a set of 58 proteins. Finally, this information was merged with the previous PAIS analysis giving two possible highly relevant targets to conduct drug discovery projects. Also, off-targeting information against host organisms, including Homo sapiens and a further analysis for protein essentiality provided a final set of 31 druggable, essential and non-host homologous targets, tabulated in table S4, additional file 1. Out of 31 globally druggable targets, 9 targets have already been reported in other pathogenic microorganisms, 3 of them (3-isopropylmalate dehydratase small subunit, 50S ribosomal protein L30, Chromosomal replication initiator protein DnaA) in C. pseudotuberculosis. Conclusion: Overall we provide valuable information of possible targets against C. pseudotuberculosis where some of these targets have already been reported in other microorganisms for drug discovery projects, also discarding targets that might be physiologically relevant but are not amenable for drug binding. We propose that the constructed in silico dataset might serve as a guidance for the scientific community to have a better understanding while selecting putative therapeutic protein candidates as druggable ones as effective measures against C. pseudotuberculosis.Fil: Radusky, Leandro Gabriel. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; ArgentinaFil: Hassan, Syed Shah. Universidade Federal de Minas Gerais; BrasilFil: Lanzarotti, Esteban Omar. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; ArgentinaFil: Tiwari, Sandeep. Universidade Federal de Minas Gerais; BrasilFil: Jamal, Syed Babar. Universidade Federal de Minas Gerais; BrasilFil: Ali, Javed. Kohat University of Science and Technology; PakistánFil: Ali, Amjad. National University of Sciences & Technology; PakistánFil: Ferreira, Rafaela Salgado. Universidade Federal de Minas Gerais; BrasilFil: Barh, Debmalya. Institute of Integrative Omics and Applied Biotechnology; PakistánFil: Silva, Artur. Federal University of Pará; BrasilFil: Turjanski, Adrian. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química, Física de los Materiales, Medioambiente y Energía. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química, Física de los Materiales, Medioambiente y Energía; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; ArgentinaFil: Azevedo, Vasco AC. Universidade Federal de Minas Gerais; BrasilBioMed Central2015-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/58994Radusky, Leandro Gabriel; Hassan, Syed Shah; Lanzarotti, Esteban Omar; Tiwari, Sandeep; Jamal, Syed Babar; et al.; An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets; BioMed Central; BMC Genomics; 16; 5; 5-2015; 1-81471-2164CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1186/1471-2164-16-S5-S9info:eu-repo/semantics/altIdentifier/url/https://bmcgenomics.biomedcentral.com/articles/10.1186/1471-2164-16-S5-S9info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:07:45Zoai:ri.conicet.gov.ar:11336/58994instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 10:07:46.089CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
title An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
spellingShingle An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
Radusky, Leandro Gabriel
bioinformatica
corynebacterium tuberculosis
drogabilidad
Modelado por Homologia
title_short An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
title_full An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
title_fullStr An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
title_full_unstemmed An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
title_sort An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
dc.creator.none.fl_str_mv Radusky, Leandro Gabriel
Hassan, Syed Shah
Lanzarotti, Esteban Omar
Tiwari, Sandeep
Jamal, Syed Babar
Ali, Javed
Ali, Amjad
Ferreira, Rafaela Salgado
Barh, Debmalya
Silva, Artur
Turjanski, Adrian
Azevedo, Vasco AC
author Radusky, Leandro Gabriel
author_facet Radusky, Leandro Gabriel
Hassan, Syed Shah
Lanzarotti, Esteban Omar
Tiwari, Sandeep
Jamal, Syed Babar
Ali, Javed
Ali, Amjad
Ferreira, Rafaela Salgado
Barh, Debmalya
Silva, Artur
Turjanski, Adrian
Azevedo, Vasco AC
author_role author
author2 Hassan, Syed Shah
Lanzarotti, Esteban Omar
Tiwari, Sandeep
Jamal, Syed Babar
Ali, Javed
Ali, Amjad
Ferreira, Rafaela Salgado
Barh, Debmalya
Silva, Artur
Turjanski, Adrian
Azevedo, Vasco AC
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv bioinformatica
corynebacterium tuberculosis
drogabilidad
Modelado por Homologia
topic bioinformatica
corynebacterium tuberculosis
drogabilidad
Modelado por Homologia
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Background: The bacterium Corynebacterium pseudotuberculosis (Cp) causes caseous lymphadenitis (CLA), mastitis, ulcerative lymphangitis, and oedema in a number of hosts, comprising ruminants, thereby intimidating economic and dairy industries worldwide. So far there is no effective drug or vaccine available against Cp. Previously, a pan-genomic analysis was performed for both biovar equi and biovar ovis and a Pathogenicity Islands (PAIS) analysis within the strains highlighted a large set of proteins that could be relevant therapeutic targets for controlling the onset of CLA. In the present work, a structural druggability analysis pipeline was accomplished along 15 previously sequenced Cp strains from both biovar equi and biovar ovis. Methods and results: We computed the whole modelome of a reference strain Cp1002 (NCBI Accession: NC_017300.1) and then the homology models of proteins, of 14 different Cp strains, with high identity (≥ 85%) to the reference strain were also done. Druggability score of all proteins pockets was calculated and only those targets that have a highly druggable (HD) pocket in all strains were kept, a set of 58 proteins. Finally, this information was merged with the previous PAIS analysis giving two possible highly relevant targets to conduct drug discovery projects. Also, off-targeting information against host organisms, including Homo sapiens and a further analysis for protein essentiality provided a final set of 31 druggable, essential and non-host homologous targets, tabulated in table S4, additional file 1. Out of 31 globally druggable targets, 9 targets have already been reported in other pathogenic microorganisms, 3 of them (3-isopropylmalate dehydratase small subunit, 50S ribosomal protein L30, Chromosomal replication initiator protein DnaA) in C. pseudotuberculosis. Conclusion: Overall we provide valuable information of possible targets against C. pseudotuberculosis where some of these targets have already been reported in other microorganisms for drug discovery projects, also discarding targets that might be physiologically relevant but are not amenable for drug binding. We propose that the constructed in silico dataset might serve as a guidance for the scientific community to have a better understanding while selecting putative therapeutic protein candidates as druggable ones as effective measures against C. pseudotuberculosis.
Fil: Radusky, Leandro Gabriel. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina
Fil: Hassan, Syed Shah. Universidade Federal de Minas Gerais; Brasil
Fil: Lanzarotti, Esteban Omar. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina
Fil: Tiwari, Sandeep. Universidade Federal de Minas Gerais; Brasil
Fil: Jamal, Syed Babar. Universidade Federal de Minas Gerais; Brasil
Fil: Ali, Javed. Kohat University of Science and Technology; Pakistán
Fil: Ali, Amjad. National University of Sciences & Technology; Pakistán
Fil: Ferreira, Rafaela Salgado. Universidade Federal de Minas Gerais; Brasil
Fil: Barh, Debmalya. Institute of Integrative Omics and Applied Biotechnology; Pakistán
Fil: Silva, Artur. Federal University of Pará; Brasil
Fil: Turjanski, Adrian. Consejo Nacional de Investigaciones Científicas y Técnicas. Oficina de Coordinación Administrativa Ciudad Universitaria. Instituto de Química, Física de los Materiales, Medioambiente y Energía. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Instituto de Química, Física de los Materiales, Medioambiente y Energía; Argentina. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales. Departamento de Química Biológica; Argentina
Fil: Azevedo, Vasco AC. Universidade Federal de Minas Gerais; Brasil
description Background: The bacterium Corynebacterium pseudotuberculosis (Cp) causes caseous lymphadenitis (CLA), mastitis, ulcerative lymphangitis, and oedema in a number of hosts, comprising ruminants, thereby intimidating economic and dairy industries worldwide. So far there is no effective drug or vaccine available against Cp. Previously, a pan-genomic analysis was performed for both biovar equi and biovar ovis and a Pathogenicity Islands (PAIS) analysis within the strains highlighted a large set of proteins that could be relevant therapeutic targets for controlling the onset of CLA. In the present work, a structural druggability analysis pipeline was accomplished along 15 previously sequenced Cp strains from both biovar equi and biovar ovis. Methods and results: We computed the whole modelome of a reference strain Cp1002 (NCBI Accession: NC_017300.1) and then the homology models of proteins, of 14 different Cp strains, with high identity (≥ 85%) to the reference strain were also done. Druggability score of all proteins pockets was calculated and only those targets that have a highly druggable (HD) pocket in all strains were kept, a set of 58 proteins. Finally, this information was merged with the previous PAIS analysis giving two possible highly relevant targets to conduct drug discovery projects. Also, off-targeting information against host organisms, including Homo sapiens and a further analysis for protein essentiality provided a final set of 31 druggable, essential and non-host homologous targets, tabulated in table S4, additional file 1. Out of 31 globally druggable targets, 9 targets have already been reported in other pathogenic microorganisms, 3 of them (3-isopropylmalate dehydratase small subunit, 50S ribosomal protein L30, Chromosomal replication initiator protein DnaA) in C. pseudotuberculosis. Conclusion: Overall we provide valuable information of possible targets against C. pseudotuberculosis where some of these targets have already been reported in other microorganisms for drug discovery projects, also discarding targets that might be physiologically relevant but are not amenable for drug binding. We propose that the constructed in silico dataset might serve as a guidance for the scientific community to have a better understanding while selecting putative therapeutic protein candidates as druggable ones as effective measures against C. pseudotuberculosis.
publishDate 2015
dc.date.none.fl_str_mv 2015-05
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/58994
Radusky, Leandro Gabriel; Hassan, Syed Shah; Lanzarotti, Esteban Omar; Tiwari, Sandeep; Jamal, Syed Babar; et al.; An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets; BioMed Central; BMC Genomics; 16; 5; 5-2015; 1-8
1471-2164
CONICET Digital
CONICET
url http://hdl.handle.net/11336/58994
identifier_str_mv Radusky, Leandro Gabriel; Hassan, Syed Shah; Lanzarotti, Esteban Omar; Tiwari, Sandeep; Jamal, Syed Babar; et al.; An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets; BioMed Central; BMC Genomics; 16; 5; 5-2015; 1-8
1471-2164
CONICET Digital
CONICET
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publisher.none.fl_str_mv BioMed Central
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