Identification of novel bacterial histidine biosynthesis inhibitors using docking, ensemble rescoring, and whole-cell assays
The rapid spread on multidrug-resistant strains of Staphylococcus aureus requires not just novel treatment options, but the development of faster methods for the identification of new hits for drug development. The exponentially increasing speed of computational methods makes a more extensive use in...
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creator | Henriksen, S.T. Liu, J. Estiu, G. Oltvai, Z.N. Wiest, O. |
description | The rapid spread on multidrug-resistant strains of Staphylococcus aureus requires not just novel treatment options, but the development of faster methods for the identification of new hits for drug development. The exponentially increasing speed of computational methods makes a more extensive use in the early stages of drug discovery attractive if sufficient accuracy can be achieved. Computational target identification using systems-level methods suggested the histidine biosynthesis pathway as an attractive target against S. aureus. Potential inhibitors for the pathway were identified through docking, followed by ensemble rescoring, that is sufficiently accurate to justify immediate testing of the identified compounds by whole-cell assays, avoiding the need for time-consuming and often difficult intermediary enzyme assays. This novel strategy is demonstrated for three key enzymes of the S. aureus histidine biosynthesis pathway, which is predicted to be essential for bacterial biomass productions. Virtual screening of a library of ∼106 compounds identified 49 potential inhibitors of three enzymes of this pathway. Eighteen representative compounds were directly tested on three S. aureus- and two Escherichia coli strains in standard disk inhibition assays. Thirteen compounds are inhibitors of some or all of the S. aureus strains, while 14 compounds weakly inhibit growth in one or both E. coli strains. The high hit rate obtained from a fast virtual screen demonstrates the applicability of this novel strategy to the histidine biosynthesis pathway. |
doi_str_mv | 10.1016/j.bmc.2010.05.060 |
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Eighteen representative compounds were directly tested on three S. aureus- and two Escherichia coli strains in standard disk inhibition assays. Thirteen compounds are inhibitors of some or all of the S. aureus strains, while 14 compounds weakly inhibit growth in one or both E. coli strains. The high hit rate obtained from a fast virtual screen demonstrates the applicability of this novel strategy to the histidine biosynthesis pathway.</description><identifier>ISSN: 0968-0896</identifier><identifier>EISSN: 1464-3391</identifier><identifier>DOI: 10.1016/j.bmc.2010.05.060</identifier><identifier>PMID: 20573514</identifier><language>eng</language><publisher>Amsterdam: Elsevier Ltd</publisher><subject>Anti-Bacterial Agents - chemistry ; Anti-Bacterial Agents - pharmacology ; Antibacterial agents ; Antibiotics ; Antibiotics. Antiinfectious agents. 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All rights reserved. 2010</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c480t-9c9b4c848c4a8efc2c38f0f3a97e1ddb93d60f00bf6078c7b51dd11827e586e33</citedby><cites>FETCH-LOGICAL-c480t-9c9b4c848c4a8efc2c38f0f3a97e1ddb93d60f00bf6078c7b51dd11827e586e33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.bmc.2010.05.060$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23054863$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20573514$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Henriksen, S.T.</creatorcontrib><creatorcontrib>Liu, J.</creatorcontrib><creatorcontrib>Estiu, G.</creatorcontrib><creatorcontrib>Oltvai, Z.N.</creatorcontrib><creatorcontrib>Wiest, O.</creatorcontrib><title>Identification of novel bacterial histidine biosynthesis inhibitors using docking, ensemble rescoring, and whole-cell assays</title><title>Bioorganic & medicinal chemistry</title><addtitle>Bioorg Med Chem</addtitle><description>The rapid spread on multidrug-resistant strains of Staphylococcus aureus requires not just novel treatment options, but the development of faster methods for the identification of new hits for drug development. The exponentially increasing speed of computational methods makes a more extensive use in the early stages of drug discovery attractive if sufficient accuracy can be achieved. Computational target identification using systems-level methods suggested the histidine biosynthesis pathway as an attractive target against S. aureus. Potential inhibitors for the pathway were identified through docking, followed by ensemble rescoring, that is sufficiently accurate to justify immediate testing of the identified compounds by whole-cell assays, avoiding the need for time-consuming and often difficult intermediary enzyme assays. This novel strategy is demonstrated for three key enzymes of the S. aureus histidine biosynthesis pathway, which is predicted to be essential for bacterial biomass productions. Virtual screening of a library of ∼106 compounds identified 49 potential inhibitors of three enzymes of this pathway. Eighteen representative compounds were directly tested on three S. aureus- and two Escherichia coli strains in standard disk inhibition assays. Thirteen compounds are inhibitors of some or all of the S. aureus strains, while 14 compounds weakly inhibit growth in one or both E. coli strains. The high hit rate obtained from a fast virtual screen demonstrates the applicability of this novel strategy to the histidine biosynthesis pathway.</description><subject>Anti-Bacterial Agents - chemistry</subject><subject>Anti-Bacterial Agents - pharmacology</subject><subject>Antibacterial agents</subject><subject>Antibiotics</subject><subject>Antibiotics. Antiinfectious agents. Antiparasitic agents</subject><subject>Biological and medical sciences</subject><subject>Drug Design</subject><subject>Drug Resistance, Bacterial</subject><subject>Enzyme Inhibitors - chemistry</subject><subject>Enzyme Inhibitors - pharmacology</subject><subject>Escherichia coli - drug effects</subject><subject>Escherichia coli - enzymology</subject><subject>Escherichia coli Infections - drug therapy</subject><subject>Histidine - antagonists & inhibitors</subject><subject>Histidine - metabolism</subject><subject>Histidine biosynthesis</subject><subject>Medical sciences</subject><subject>Models, Molecular</subject><subject>Pharmacology. Drug treatments</subject><subject>Staphylococcal Infections - drug therapy</subject><subject>Staphylococcus aureus - drug effects</subject><subject>Staphylococcus aureus - enzymology</subject><subject>Systems biology</subject><subject>Virtual screening</subject><issn>0968-0896</issn><issn>1464-3391</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kU2P0zAQhi0EYkvhB3BBviAupIzjfDhCQkIrPlZaiQucLceZbKek9uJJiyrx43FpWeDCaeTxMx_vvEI8VbBSoJpXm1W_9asS8hvqFTRwTyxU1VSF1p26LxbQNaYA0zUX4hHzBgDKqlMPxUUJdatrVS3Ej6sBw0wjeTdTDDKOMsQ9TrJ3fsZEbpJr4pkGCih7inwI8xqZWFJYU09zTCx3TOFGDtF_zfGlxMC47SeUCdnH9CvnwiC_r-OEhcdpko7ZHfixeDC6ifHJOS7Fl_fvPl9-LK4_fbi6fHtd-MrAXHS-6ytvKuMrZ3D0pddmhFG7rkU1DH2nhwZGgH5soDW-7eucVcqULdamQa2X4s2p7-2u3-Lgs-LkJnubaOvSwUZH9t-fQGt7E_e27EA3-VRL8eLcIMVvO-TZbomPQlzAuGPbal13VV1CJtWJ9CkyJxzvpiiwR9PsxmbT7NE0C7XNpuWaZ3-vd1fx26UMPD8Djr2bxuSCJ_7Daagr0xx1vj5xmI-5J0yWPWHwOFBCP9sh0n_W-Am5ObjU</recordid><startdate>20100715</startdate><enddate>20100715</enddate><creator>Henriksen, S.T.</creator><creator>Liu, J.</creator><creator>Estiu, G.</creator><creator>Oltvai, Z.N.</creator><creator>Wiest, O.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><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>20100715</creationdate><title>Identification of novel bacterial histidine biosynthesis inhibitors using docking, ensemble rescoring, and whole-cell assays</title><author>Henriksen, S.T. ; Liu, J. ; Estiu, G. ; Oltvai, Z.N. ; Wiest, O.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c480t-9c9b4c848c4a8efc2c38f0f3a97e1ddb93d60f00bf6078c7b51dd11827e586e33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Anti-Bacterial Agents - chemistry</topic><topic>Anti-Bacterial Agents - pharmacology</topic><topic>Antibacterial agents</topic><topic>Antibiotics</topic><topic>Antibiotics. Antiinfectious agents. Antiparasitic agents</topic><topic>Biological and medical sciences</topic><topic>Drug Design</topic><topic>Drug Resistance, Bacterial</topic><topic>Enzyme Inhibitors - chemistry</topic><topic>Enzyme Inhibitors - pharmacology</topic><topic>Escherichia coli - drug effects</topic><topic>Escherichia coli - enzymology</topic><topic>Escherichia coli Infections - drug therapy</topic><topic>Histidine - antagonists & inhibitors</topic><topic>Histidine - metabolism</topic><topic>Histidine biosynthesis</topic><topic>Medical sciences</topic><topic>Models, Molecular</topic><topic>Pharmacology. 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The exponentially increasing speed of computational methods makes a more extensive use in the early stages of drug discovery attractive if sufficient accuracy can be achieved. Computational target identification using systems-level methods suggested the histidine biosynthesis pathway as an attractive target against S. aureus. Potential inhibitors for the pathway were identified through docking, followed by ensemble rescoring, that is sufficiently accurate to justify immediate testing of the identified compounds by whole-cell assays, avoiding the need for time-consuming and often difficult intermediary enzyme assays. This novel strategy is demonstrated for three key enzymes of the S. aureus histidine biosynthesis pathway, which is predicted to be essential for bacterial biomass productions. Virtual screening of a library of ∼106 compounds identified 49 potential inhibitors of three enzymes of this pathway. 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subjects | Anti-Bacterial Agents - chemistry Anti-Bacterial Agents - pharmacology Antibacterial agents Antibiotics Antibiotics. Antiinfectious agents. Antiparasitic agents Biological and medical sciences Drug Design Drug Resistance, Bacterial Enzyme Inhibitors - chemistry Enzyme Inhibitors - pharmacology Escherichia coli - drug effects Escherichia coli - enzymology Escherichia coli Infections - drug therapy Histidine - antagonists & inhibitors Histidine - metabolism Histidine biosynthesis Medical sciences Models, Molecular Pharmacology. Drug treatments Staphylococcal Infections - drug therapy Staphylococcus aureus - drug effects Staphylococcus aureus - enzymology Systems biology Virtual screening |
title | Identification of novel bacterial histidine biosynthesis inhibitors using docking, ensemble rescoring, and whole-cell assays |
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