Validation of the AmpC β-Lactamase Binding Site and Identification of Inhibitors with Novel Scaffolds
AmpC β-lactamase confers resistance to β-lactam antibiotics in multiple Gram-negative bacteria. Therefore, identification of non-β-lactam compounds that inhibit the enzyme is considered crucial to the development of novel antibacterial therapies. Given the highly solvent-exposed active site, it is i...
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Veröffentlicht in: | Journal of chemical information and modeling 2012-05, Vol.52 (5), p.1367-1375 |
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description | AmpC β-lactamase confers resistance to β-lactam antibiotics in multiple Gram-negative bacteria. Therefore, identification of non-β-lactam compounds that inhibit the enzyme is considered crucial to the development of novel antibacterial therapies. Given the highly solvent-exposed active site, it is important to study the induced-fit movements and water-mediated interactions to improve docking accuracy and virtual screening enrichments in structure-based design of new AmpC inhibitors. Here, we tested multiple models of the AmpC binding site to investigate the importance of conserved water molecules and binding site plasticity on molecular docking. The results indicate that at least one conserved water molecule greatly improves the binding pose predictions and virtual screening enrichments of known noncovalent AmpC inhibitors. The best model was tested prospectively in the virtual screening of about 6 million commercially available compounds. Sixty-one chemically diverse top-scoring compounds were experimentally tested, which led to the identification of seven previously unknown inhibitors. These findings validate the essential features of the AmpC binding site for molecular recognition and are useful for further optimization of identified inhibitors. |
doi_str_mv | 10.1021/ci300068m |
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C. ; Sun, Ning ; Tsang, Man-Wah ; Leung, Yun-Chung ; Chan, Tak-Hang ; Abagyan, Ruben ; Wong, Kwok-Yin</creator><creatorcontrib>Chan, Fung-Yi ; Neves, Marco A. C. ; Sun, Ning ; Tsang, Man-Wah ; Leung, Yun-Chung ; Chan, Tak-Hang ; Abagyan, Ruben ; Wong, Kwok-Yin</creatorcontrib><description>AmpC β-lactamase confers resistance to β-lactam antibiotics in multiple Gram-negative bacteria. Therefore, identification of non-β-lactam compounds that inhibit the enzyme is considered crucial to the development of novel antibacterial therapies. Given the highly solvent-exposed active site, it is important to study the induced-fit movements and water-mediated interactions to improve docking accuracy and virtual screening enrichments in structure-based design of new AmpC inhibitors. Here, we tested multiple models of the AmpC binding site to investigate the importance of conserved water molecules and binding site plasticity on molecular docking. The results indicate that at least one conserved water molecule greatly improves the binding pose predictions and virtual screening enrichments of known noncovalent AmpC inhibitors. The best model was tested prospectively in the virtual screening of about 6 million commercially available compounds. Sixty-one chemically diverse top-scoring compounds were experimentally tested, which led to the identification of seven previously unknown inhibitors. These findings validate the essential features of the AmpC binding site for molecular recognition and are useful for further optimization of identified inhibitors.</description><identifier>ISSN: 1549-9596</identifier><identifier>EISSN: 1549-960X</identifier><identifier>DOI: 10.1021/ci300068m</identifier><identifier>PMID: 22559726</identifier><language>eng</language><publisher>Washington, DC: American Chemical Society</publisher><subject>Bacterial Proteins - antagonists & inhibitors ; Bacterial Proteins - chemistry ; Bacterial Proteins - metabolism ; beta-Lactamase Inhibitors ; beta-Lactamases - chemistry ; beta-Lactamases - metabolism ; Binding Sites ; Biological and medical sciences ; Chemistry ; Crystallography, X-Ray ; Enterobacter cloacae - enzymology ; Enzyme Activation - drug effects ; Enzyme Inhibitors - chemistry ; Enzyme Inhibitors - pharmacology ; Exact sciences and technology ; Fundamental and applied biological sciences. Psychology ; General and physical chemistry ; General pharmacology ; General. Nomenclature, chemical documentation, computer chemistry ; Humans ; Inhibitory Concentration 50 ; Interactions. Associations ; Intermolecular phenomena ; Ligands ; Medical sciences ; Molecular biophysics ; Molecular Structure ; Pharmaceutical technology. Pharmaceutical industry ; Pharmacology. Drug treatments ; Physicochemical properties. Structure-activity relationships ; Protein Binding - drug effects ; Small Molecule Libraries - chemistry ; Small Molecule Libraries - pharmacology ; Theory of reactions, general kinetics. Catalysis. Nomenclature, chemical documentation, computer chemistry</subject><ispartof>Journal of chemical information and modeling, 2012-05, Vol.52 (5), p.1367-1375</ispartof><rights>Copyright © 2012 American Chemical Society</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a345t-fdca38548770a71782a9e1a866978f53869df93727204bb0ebd2d24f1926408e3</citedby><cites>FETCH-LOGICAL-a345t-fdca38548770a71782a9e1a866978f53869df93727204bb0ebd2d24f1926408e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/ci300068m$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/ci300068m$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,776,780,2752,27053,27901,27902,56713,56763</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25944718$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22559726$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chan, Fung-Yi</creatorcontrib><creatorcontrib>Neves, Marco A. C.</creatorcontrib><creatorcontrib>Sun, Ning</creatorcontrib><creatorcontrib>Tsang, Man-Wah</creatorcontrib><creatorcontrib>Leung, Yun-Chung</creatorcontrib><creatorcontrib>Chan, Tak-Hang</creatorcontrib><creatorcontrib>Abagyan, Ruben</creatorcontrib><creatorcontrib>Wong, Kwok-Yin</creatorcontrib><title>Validation of the AmpC β-Lactamase Binding Site and Identification of Inhibitors with Novel Scaffolds</title><title>Journal of chemical information and modeling</title><addtitle>J. Chem. Inf. Model</addtitle><description>AmpC β-lactamase confers resistance to β-lactam antibiotics in multiple Gram-negative bacteria. Therefore, identification of non-β-lactam compounds that inhibit the enzyme is considered crucial to the development of novel antibacterial therapies. Given the highly solvent-exposed active site, it is important to study the induced-fit movements and water-mediated interactions to improve docking accuracy and virtual screening enrichments in structure-based design of new AmpC inhibitors. Here, we tested multiple models of the AmpC binding site to investigate the importance of conserved water molecules and binding site plasticity on molecular docking. The results indicate that at least one conserved water molecule greatly improves the binding pose predictions and virtual screening enrichments of known noncovalent AmpC inhibitors. The best model was tested prospectively in the virtual screening of about 6 million commercially available compounds. Sixty-one chemically diverse top-scoring compounds were experimentally tested, which led to the identification of seven previously unknown inhibitors. These findings validate the essential features of the AmpC binding site for molecular recognition and are useful for further optimization of identified inhibitors.</description><subject>Bacterial Proteins - antagonists & inhibitors</subject><subject>Bacterial Proteins - chemistry</subject><subject>Bacterial Proteins - metabolism</subject><subject>beta-Lactamase Inhibitors</subject><subject>beta-Lactamases - chemistry</subject><subject>beta-Lactamases - metabolism</subject><subject>Binding Sites</subject><subject>Biological and medical sciences</subject><subject>Chemistry</subject><subject>Crystallography, X-Ray</subject><subject>Enterobacter cloacae - enzymology</subject><subject>Enzyme Activation - drug effects</subject><subject>Enzyme Inhibitors - chemistry</subject><subject>Enzyme Inhibitors - pharmacology</subject><subject>Exact sciences and technology</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>General and physical chemistry</subject><subject>General pharmacology</subject><subject>General. Nomenclature, chemical documentation, computer chemistry</subject><subject>Humans</subject><subject>Inhibitory Concentration 50</subject><subject>Interactions. Associations</subject><subject>Intermolecular phenomena</subject><subject>Ligands</subject><subject>Medical sciences</subject><subject>Molecular biophysics</subject><subject>Molecular Structure</subject><subject>Pharmaceutical technology. Pharmaceutical industry</subject><subject>Pharmacology. Drug treatments</subject><subject>Physicochemical properties. Structure-activity relationships</subject><subject>Protein Binding - drug effects</subject><subject>Small Molecule Libraries - chemistry</subject><subject>Small Molecule Libraries - pharmacology</subject><subject>Theory of reactions, general kinetics. Catalysis. Nomenclature, chemical documentation, computer chemistry</subject><issn>1549-9596</issn><issn>1549-960X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpt0EtOHDEQBmArAoVHssgFkDeRwqIT2-32YwmjACONYEESZdeq9oMx6rYnbQ8o1-IgnIlGDMOGVdXiq7-kH6EvlHynhNEfJtSEEKGGD2ifNlxXWpC_O697o8UeOsj5lpC61oJ9RHuMNY2WTOwj_wf6YKGEFHHyuCwdPhlWM_z4UC3AFBggO3waog3xBl-H4jBEi-fWxRJ8MNvDeVyGLpQ0ZnwfyhJfpjvX42sD3qfe5k9o10Of3efNPES_z37-ml1Ui6vz-exkUUHNm1J5a6BWDVdSEpBUKgbaUVBCaKl8Uyuhrde1ZJIR3nXEdZZZxj3VTHCiXH2Ivr3krsb0b-1yaYeQjet7iC6tc0sJFUISLthEj1-oGVPOo_PtagwDjP8n1D7X2m5rnezRJnbdDc5u5WuPE_i6AZAN9H6EaEJ-c43mXFL15sDk9jatxzi18c7DJ3rBiuc</recordid><startdate>20120525</startdate><enddate>20120525</enddate><creator>Chan, Fung-Yi</creator><creator>Neves, Marco A. C.</creator><creator>Sun, Ning</creator><creator>Tsang, Man-Wah</creator><creator>Leung, Yun-Chung</creator><creator>Chan, Tak-Hang</creator><creator>Abagyan, Ruben</creator><creator>Wong, Kwok-Yin</creator><general>American Chemical Society</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></search><sort><creationdate>20120525</creationdate><title>Validation of the AmpC β-Lactamase Binding Site and Identification of Inhibitors with Novel Scaffolds</title><author>Chan, Fung-Yi ; Neves, Marco A. C. ; Sun, Ning ; Tsang, Man-Wah ; Leung, Yun-Chung ; Chan, Tak-Hang ; Abagyan, Ruben ; Wong, Kwok-Yin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a345t-fdca38548770a71782a9e1a866978f53869df93727204bb0ebd2d24f1926408e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Bacterial Proteins - antagonists & inhibitors</topic><topic>Bacterial Proteins - chemistry</topic><topic>Bacterial Proteins - metabolism</topic><topic>beta-Lactamase Inhibitors</topic><topic>beta-Lactamases - chemistry</topic><topic>beta-Lactamases - metabolism</topic><topic>Binding Sites</topic><topic>Biological and medical sciences</topic><topic>Chemistry</topic><topic>Crystallography, X-Ray</topic><topic>Enterobacter cloacae - enzymology</topic><topic>Enzyme Activation - drug effects</topic><topic>Enzyme Inhibitors - chemistry</topic><topic>Enzyme Inhibitors - pharmacology</topic><topic>Exact sciences and technology</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>General and physical chemistry</topic><topic>General pharmacology</topic><topic>General. Nomenclature, chemical documentation, computer chemistry</topic><topic>Humans</topic><topic>Inhibitory Concentration 50</topic><topic>Interactions. Associations</topic><topic>Intermolecular phenomena</topic><topic>Ligands</topic><topic>Medical sciences</topic><topic>Molecular biophysics</topic><topic>Molecular Structure</topic><topic>Pharmaceutical technology. Pharmaceutical industry</topic><topic>Pharmacology. Drug treatments</topic><topic>Physicochemical properties. Structure-activity relationships</topic><topic>Protein Binding - drug effects</topic><topic>Small Molecule Libraries - chemistry</topic><topic>Small Molecule Libraries - pharmacology</topic><topic>Theory of reactions, general kinetics. Catalysis. Nomenclature, chemical documentation, computer chemistry</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chan, Fung-Yi</creatorcontrib><creatorcontrib>Neves, Marco A. 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C.</au><au>Sun, Ning</au><au>Tsang, Man-Wah</au><au>Leung, Yun-Chung</au><au>Chan, Tak-Hang</au><au>Abagyan, Ruben</au><au>Wong, Kwok-Yin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validation of the AmpC β-Lactamase Binding Site and Identification of Inhibitors with Novel Scaffolds</atitle><jtitle>Journal of chemical information and modeling</jtitle><addtitle>J. Chem. Inf. Model</addtitle><date>2012-05-25</date><risdate>2012</risdate><volume>52</volume><issue>5</issue><spage>1367</spage><epage>1375</epage><pages>1367-1375</pages><issn>1549-9596</issn><eissn>1549-960X</eissn><abstract>AmpC β-lactamase confers resistance to β-lactam antibiotics in multiple Gram-negative bacteria. Therefore, identification of non-β-lactam compounds that inhibit the enzyme is considered crucial to the development of novel antibacterial therapies. Given the highly solvent-exposed active site, it is important to study the induced-fit movements and water-mediated interactions to improve docking accuracy and virtual screening enrichments in structure-based design of new AmpC inhibitors. Here, we tested multiple models of the AmpC binding site to investigate the importance of conserved water molecules and binding site plasticity on molecular docking. The results indicate that at least one conserved water molecule greatly improves the binding pose predictions and virtual screening enrichments of known noncovalent AmpC inhibitors. The best model was tested prospectively in the virtual screening of about 6 million commercially available compounds. Sixty-one chemically diverse top-scoring compounds were experimentally tested, which led to the identification of seven previously unknown inhibitors. These findings validate the essential features of the AmpC binding site for molecular recognition and are useful for further optimization of identified inhibitors.</abstract><cop>Washington, DC</cop><pub>American Chemical Society</pub><pmid>22559726</pmid><doi>10.1021/ci300068m</doi><tpages>9</tpages></addata></record> |
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subjects | Bacterial Proteins - antagonists & inhibitors Bacterial Proteins - chemistry Bacterial Proteins - metabolism beta-Lactamase Inhibitors beta-Lactamases - chemistry beta-Lactamases - metabolism Binding Sites Biological and medical sciences Chemistry Crystallography, X-Ray Enterobacter cloacae - enzymology Enzyme Activation - drug effects Enzyme Inhibitors - chemistry Enzyme Inhibitors - pharmacology Exact sciences and technology Fundamental and applied biological sciences. Psychology General and physical chemistry General pharmacology General. Nomenclature, chemical documentation, computer chemistry Humans Inhibitory Concentration 50 Interactions. Associations Intermolecular phenomena Ligands Medical sciences Molecular biophysics Molecular Structure Pharmaceutical technology. Pharmaceutical industry Pharmacology. Drug treatments Physicochemical properties. Structure-activity relationships Protein Binding - drug effects Small Molecule Libraries - chemistry Small Molecule Libraries - pharmacology Theory of reactions, general kinetics. Catalysis. Nomenclature, chemical documentation, computer chemistry |
title | Validation of the AmpC β-Lactamase Binding Site and Identification of Inhibitors with Novel Scaffolds |
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