An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets
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 aga...
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creator | Radusky, Leandro G Hassan, Syed Lanzarotti, Esteban Tiwari, Sandeep Jamal, Syed Ali, Javed Ali, Amjad Ferreira, Rafaela Barh, Debmalya Silva, Artur Turjanski, Adrián G Azevedo, Vasco Ac |
description | 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.
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.
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. |
doi_str_mv | 10.1186/1471-2164-16-S5-S9 |
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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.
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.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/1471-2164-16-S5-S9</identifier><identifier>PMID: 26041381</identifier><language>eng</language><publisher>England: BioMed Central</publisher><subject>Algorithms ; Animals ; Anti-Bacterial Agents - pharmacology ; Base Sequence ; Binding Sites ; Computational Biology - methods ; Corynebacterium Infections - drug therapy ; Corynebacterium Infections - veterinary ; Corynebacterium pseudotuberculosis - drug effects ; Corynebacterium pseudotuberculosis - genetics ; Genome, Bacterial - drug effects ; Genome, Bacterial - genetics ; Humans ; Open Reading Frames - genetics ; Proteomics - methods</subject><ispartof>BMC genomics, 2015-05, Vol.16 Suppl 5 (S5), p.S9-S9, Article S9</ispartof><rights>Copyright © 2015 Radusky et al.; licensee BioMed Central Ltd. 2015 Radusky et al.; licensee BioMed Central Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c451t-4e7bd4aeead4bc384baad389803a9d67195146b2aa7449689545649bf82224ac3</citedby><cites>FETCH-LOGICAL-c451t-4e7bd4aeead4bc384baad389803a9d67195146b2aa7449689545649bf82224ac3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4460585/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4460585/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26041381$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Radusky, Leandro G</creatorcontrib><creatorcontrib>Hassan, Syed</creatorcontrib><creatorcontrib>Lanzarotti, Esteban</creatorcontrib><creatorcontrib>Tiwari, Sandeep</creatorcontrib><creatorcontrib>Jamal, Syed</creatorcontrib><creatorcontrib>Ali, Javed</creatorcontrib><creatorcontrib>Ali, Amjad</creatorcontrib><creatorcontrib>Ferreira, Rafaela</creatorcontrib><creatorcontrib>Barh, Debmalya</creatorcontrib><creatorcontrib>Silva, Artur</creatorcontrib><creatorcontrib>Turjanski, Adrián G</creatorcontrib><creatorcontrib>Azevedo, Vasco Ac</creatorcontrib><title>An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>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.
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.
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.</description><subject>Algorithms</subject><subject>Animals</subject><subject>Anti-Bacterial Agents - pharmacology</subject><subject>Base Sequence</subject><subject>Binding Sites</subject><subject>Computational Biology - methods</subject><subject>Corynebacterium Infections - drug therapy</subject><subject>Corynebacterium Infections - veterinary</subject><subject>Corynebacterium pseudotuberculosis - drug effects</subject><subject>Corynebacterium pseudotuberculosis - genetics</subject><subject>Genome, Bacterial - drug effects</subject><subject>Genome, Bacterial - genetics</subject><subject>Humans</subject><subject>Open Reading Frames - genetics</subject><subject>Proteomics - methods</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUcmO1DAQtRCIWeAHOCAfuWSIHdtxLkij1rBII3FoOFtlp5I2SuLgZaT5Dz6YtGZoNada36vlEfKO1TeMafWRiZZVnClRMVXtZbXvXpDLU_LlmX9BrlL6Vdes1Vy-Jhdc1YI1ml2SP7cL9UvGMULGnqYci8slwkTXGDKG2btEYd0CcAcKU1hGmg9I-1jGEeyEdMQlzEjDQHchPi5owWWMvsx0TVj6kIvF6MoUkk80reg8JjqESNeSIfuHc64MccSc3pBXA0wJ3z7ba_Lz892P3dfq_vuXb7vb-8oJyXIlsLW9AETohXWNFhagb3Sn6wa6XrWsk0woywFaITqlOymkEp0dNOdcgGuuyacn3rXYGXuHS94uN2v0M8RHE8Cb_yuLP5gxPBghVC213Ag-PBPE8Ltgymb2yeE0wYKhJMOUVtujay62Vv7U6mJIKeJwGsNqc5TTHNUyR7U2mNlLs-820PvzBU-Qf_o1fwGGMqFv</recordid><startdate>20150526</startdate><enddate>20150526</enddate><creator>Radusky, Leandro G</creator><creator>Hassan, Syed</creator><creator>Lanzarotti, Esteban</creator><creator>Tiwari, Sandeep</creator><creator>Jamal, Syed</creator><creator>Ali, Javed</creator><creator>Ali, Amjad</creator><creator>Ferreira, Rafaela</creator><creator>Barh, Debmalya</creator><creator>Silva, Artur</creator><creator>Turjanski, Adrián G</creator><creator>Azevedo, Vasco Ac</creator><general>BioMed Central</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20150526</creationdate><title>An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets</title><author>Radusky, Leandro G ; Hassan, Syed ; Lanzarotti, Esteban ; Tiwari, Sandeep ; Jamal, Syed ; Ali, Javed ; Ali, Amjad ; Ferreira, Rafaela ; Barh, Debmalya ; Silva, Artur ; Turjanski, Adrián G ; Azevedo, Vasco Ac</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c451t-4e7bd4aeead4bc384baad389803a9d67195146b2aa7449689545649bf82224ac3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Algorithms</topic><topic>Animals</topic><topic>Anti-Bacterial Agents - pharmacology</topic><topic>Base Sequence</topic><topic>Binding Sites</topic><topic>Computational Biology - methods</topic><topic>Corynebacterium Infections - drug therapy</topic><topic>Corynebacterium Infections - veterinary</topic><topic>Corynebacterium pseudotuberculosis - drug effects</topic><topic>Corynebacterium pseudotuberculosis - genetics</topic><topic>Genome, Bacterial - drug effects</topic><topic>Genome, Bacterial - genetics</topic><topic>Humans</topic><topic>Open Reading Frames - genetics</topic><topic>Proteomics - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Radusky, Leandro G</creatorcontrib><creatorcontrib>Hassan, Syed</creatorcontrib><creatorcontrib>Lanzarotti, Esteban</creatorcontrib><creatorcontrib>Tiwari, Sandeep</creatorcontrib><creatorcontrib>Jamal, Syed</creatorcontrib><creatorcontrib>Ali, Javed</creatorcontrib><creatorcontrib>Ali, Amjad</creatorcontrib><creatorcontrib>Ferreira, Rafaela</creatorcontrib><creatorcontrib>Barh, Debmalya</creatorcontrib><creatorcontrib>Silva, Artur</creatorcontrib><creatorcontrib>Turjanski, Adrián G</creatorcontrib><creatorcontrib>Azevedo, Vasco Ac</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Radusky, Leandro G</au><au>Hassan, Syed</au><au>Lanzarotti, Esteban</au><au>Tiwari, Sandeep</au><au>Jamal, Syed</au><au>Ali, Javed</au><au>Ali, Amjad</au><au>Ferreira, Rafaela</au><au>Barh, Debmalya</au><au>Silva, Artur</au><au>Turjanski, Adrián G</au><au>Azevedo, Vasco Ac</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2015-05-26</date><risdate>2015</risdate><volume>16 Suppl 5</volume><issue>S5</issue><spage>S9</spage><epage>S9</epage><pages>S9-S9</pages><artnum>S9</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>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.
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.
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.</abstract><cop>England</cop><pub>BioMed Central</pub><pmid>26041381</pmid><doi>10.1186/1471-2164-16-S5-S9</doi><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Animals Anti-Bacterial Agents - pharmacology Base Sequence Binding Sites Computational Biology - methods Corynebacterium Infections - drug therapy Corynebacterium Infections - veterinary Corynebacterium pseudotuberculosis - drug effects Corynebacterium pseudotuberculosis - genetics Genome, Bacterial - drug effects Genome, Bacterial - genetics Humans Open Reading Frames - genetics Proteomics - methods |
title | An integrated structural proteomics approach along the druggable genome of Corynebacterium pseudotuberculosis species for putative druggable targets |
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