Human lactate dehydrogenase a inhibitors: a molecular dynamics investigation
Lactate dehydrogenase A (LDHA) is an important enzyme in fermentative glycolysis, generating most energy for cancer cells that rely on anaerobic respiration even under normal oxygen concentrations. This renders LDHA a promising molecular target for the treatment of various cancers. Several efforts h...
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description | Lactate dehydrogenase A (LDHA) is an important enzyme in fermentative glycolysis, generating most energy for cancer cells that rely on anaerobic respiration even under normal oxygen concentrations. This renders LDHA a promising molecular target for the treatment of various cancers. Several efforts have been made recently to develop LDHA inhibitors with nanomolar inhibition and cellular activity, some of which have been studied in complex with the enzyme by X-ray crystallography. In this work, we present a molecular dynamics (MD) study of the binding interactions of selected ligands with human LDHA. Conventional MD simulations demonstrate different binding dynamics of inhibitors with similar binding affinities, whereas steered MD simulations yield discrimination of selected LDHA inhibitors with qualitative correlation between the in silico unbinding difficulty and the experimental binding strength. Further, our results have been used to clarify ambiguities in the binding modes of two well-known LDHA inhibitors. |
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This renders LDHA a promising molecular target for the treatment of various cancers. Several efforts have been made recently to develop LDHA inhibitors with nanomolar inhibition and cellular activity, some of which have been studied in complex with the enzyme by X-ray crystallography. In this work, we present a molecular dynamics (MD) study of the binding interactions of selected ligands with human LDHA. Conventional MD simulations demonstrate different binding dynamics of inhibitors with similar binding affinities, whereas steered MD simulations yield discrimination of selected LDHA inhibitors with qualitative correlation between the in silico unbinding difficulty and the experimental binding strength. Further, our results have been used to clarify ambiguities in the binding modes of two well-known LDHA inhibitors.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0086365</identifier><identifier>PMID: 24466056</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Anaerobic respiration ; Binding ; Binding Sites ; Biology ; Cancer ; Chemistry ; Crystallography ; Dehydrogenase ; Dehydrogenases ; Dynamic tests ; Enzyme Inhibitors - chemistry ; Enzyme Inhibitors - pharmacology ; Enzymes ; Fermentation ; Glycolysis ; Humans ; Inhibitors ; Investigations ; Isoenzymes - antagonists & inhibitors ; Isoenzymes - chemistry ; Isoenzymes - metabolism ; Kinetics ; L-Lactate dehydrogenase ; L-Lactate Dehydrogenase - antagonists & inhibitors ; L-Lactate Dehydrogenase - chemistry ; L-Lactate Dehydrogenase - metabolism ; Lactate dehydrogenase ; Lactic acid ; Ligands ; Medicine ; Molecular dynamics ; Molecular Dynamics Simulation ; Oxygen ; Physics ; Protein Structure, Secondary ; Qualitative analysis ; Substrate Specificity ; Thermodynamics ; X-ray crystallography</subject><ispartof>PloS one, 2014-01, Vol.9 (1), p.e86365-e86365</ispartof><rights>COPYRIGHT 2014 Public Library of Science</rights><rights>2014 Shi, Pinto. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014 Shi, Pinto 2014 Shi, Pinto</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-601e8751a78a9733a73de5ba3f808f2573d3820358a6da2e706f76b50f67e9a63</citedby><cites>FETCH-LOGICAL-c692t-601e8751a78a9733a73de5ba3f808f2573d3820358a6da2e706f76b50f67e9a63</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/PMC3895040/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3895040/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23847,27903,27904,53769,53771,79346,79347</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24466056$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Soares, Claudio M.</contributor><creatorcontrib>Shi, Yun</creatorcontrib><creatorcontrib>Pinto, B Mario</creatorcontrib><title>Human lactate dehydrogenase a inhibitors: a molecular dynamics investigation</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Lactate dehydrogenase A (LDHA) is an important enzyme in fermentative glycolysis, generating most energy for cancer cells that rely on anaerobic respiration even under normal oxygen concentrations. This renders LDHA a promising molecular target for the treatment of various cancers. Several efforts have been made recently to develop LDHA inhibitors with nanomolar inhibition and cellular activity, some of which have been studied in complex with the enzyme by X-ray crystallography. In this work, we present a molecular dynamics (MD) study of the binding interactions of selected ligands with human LDHA. Conventional MD simulations demonstrate different binding dynamics of inhibitors with similar binding affinities, whereas steered MD simulations yield discrimination of selected LDHA inhibitors with qualitative correlation between the in silico unbinding difficulty and the experimental binding strength. 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chemistry</subject><subject>L-Lactate Dehydrogenase - metabolism</subject><subject>Lactate dehydrogenase</subject><subject>Lactic acid</subject><subject>Ligands</subject><subject>Medicine</subject><subject>Molecular dynamics</subject><subject>Molecular Dynamics Simulation</subject><subject>Oxygen</subject><subject>Physics</subject><subject>Protein Structure, Secondary</subject><subject>Qualitative analysis</subject><subject>Substrate Specificity</subject><subject>Thermodynamics</subject><subject>X-ray crystallography</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqNkl2L1DAUhoso7rr6D0QHBNGLGdOm-fJCWBZ1BwYW_LoNp23ayZIms0m6OP_e1OkuU9kLyUW-nvPmnJM3y17maJVjln-4doO3YFY7Z9UKIU4xJY-y01zgYkkLhB8frU-yZyFcI0Qwp_RpdlKUJaWI0NNsczn0YBcG6ghRLRq13TfedcpCUAtYaLvVlY7Oh49p1zuj6sGAXzR7C72uQwJuVYi6g6idfZ49acEE9WKaz7KfXz7_uLhcbq6-ri_ON8uaiiIuKcoVZyQHxkEwjIHhRpEKcMsRbwuStpinrAkH2kChGKItoxVBLWVKAMVn2euD7s64IKdGBJmXjBeUEiISsT4QjYNrufO6B7-XDrT8e-B8J8FHXRsloaohpSUEsKKkFQImAJeC1HQUU1XS-jS9NlS9amplowczE53fWL2VnbuVmAuCSpQE3k0C3t0MqV2y16FWxoBVbhjzFgUVeV6Mlb35B324uonqIBWgbevSu_UoKs8TxWnO6UitHqDSaFT6uuSaVqfzWcD7WUBiovodOxhCkOvv3_6fvfo1Z98esVsFJm6DM8NomTAHywNYexeCV-19k3MkR9PfdUOOppeT6VPYq-MPug-6czn-A8oa-5s</recordid><startdate>20140117</startdate><enddate>20140117</enddate><creator>Shi, Yun</creator><creator>Pinto, B Mario</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20140117</creationdate><title>Human lactate dehydrogenase a inhibitors: a molecular dynamics investigation</title><author>Shi, Yun ; Pinto, B Mario</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-601e8751a78a9733a73de5ba3f808f2573d3820358a6da2e706f76b50f67e9a63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Anaerobic respiration</topic><topic>Binding</topic><topic>Binding Sites</topic><topic>Biology</topic><topic>Cancer</topic><topic>Chemistry</topic><topic>Crystallography</topic><topic>Dehydrogenase</topic><topic>Dehydrogenases</topic><topic>Dynamic tests</topic><topic>Enzyme Inhibitors - chemistry</topic><topic>Enzyme Inhibitors - pharmacology</topic><topic>Enzymes</topic><topic>Fermentation</topic><topic>Glycolysis</topic><topic>Humans</topic><topic>Inhibitors</topic><topic>Investigations</topic><topic>Isoenzymes - antagonists & inhibitors</topic><topic>Isoenzymes - chemistry</topic><topic>Isoenzymes - metabolism</topic><topic>Kinetics</topic><topic>L-Lactate dehydrogenase</topic><topic>L-Lactate Dehydrogenase - antagonists & inhibitors</topic><topic>L-Lactate Dehydrogenase - chemistry</topic><topic>L-Lactate Dehydrogenase - metabolism</topic><topic>Lactate dehydrogenase</topic><topic>Lactic acid</topic><topic>Ligands</topic><topic>Medicine</topic><topic>Molecular dynamics</topic><topic>Molecular Dynamics Simulation</topic><topic>Oxygen</topic><topic>Physics</topic><topic>Protein Structure, Secondary</topic><topic>Qualitative analysis</topic><topic>Substrate Specificity</topic><topic>Thermodynamics</topic><topic>X-ray crystallography</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shi, Yun</creatorcontrib><creatorcontrib>Pinto, B Mario</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>TestCollectionTL3OpenAccess</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shi, Yun</au><au>Pinto, B Mario</au><au>Soares, Claudio M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Human lactate dehydrogenase a inhibitors: a molecular dynamics investigation</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2014-01-17</date><risdate>2014</risdate><volume>9</volume><issue>1</issue><spage>e86365</spage><epage>e86365</epage><pages>e86365-e86365</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Lactate dehydrogenase A (LDHA) is an important enzyme in fermentative glycolysis, generating most energy for cancer cells that rely on anaerobic respiration even under normal oxygen concentrations. This renders LDHA a promising molecular target for the treatment of various cancers. Several efforts have been made recently to develop LDHA inhibitors with nanomolar inhibition and cellular activity, some of which have been studied in complex with the enzyme by X-ray crystallography. In this work, we present a molecular dynamics (MD) study of the binding interactions of selected ligands with human LDHA. Conventional MD simulations demonstrate different binding dynamics of inhibitors with similar binding affinities, whereas steered MD simulations yield discrimination of selected LDHA inhibitors with qualitative correlation between the in silico unbinding difficulty and the experimental binding strength. Further, our results have been used to clarify ambiguities in the binding modes of two well-known LDHA inhibitors.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>24466056</pmid><doi>10.1371/journal.pone.0086365</doi><tpages>e86365</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Anaerobic respiration Binding Binding Sites Biology Cancer Chemistry Crystallography Dehydrogenase Dehydrogenases Dynamic tests Enzyme Inhibitors - chemistry Enzyme Inhibitors - pharmacology Enzymes Fermentation Glycolysis Humans Inhibitors Investigations Isoenzymes - antagonists & inhibitors Isoenzymes - chemistry Isoenzymes - metabolism Kinetics L-Lactate dehydrogenase L-Lactate Dehydrogenase - antagonists & inhibitors L-Lactate Dehydrogenase - chemistry L-Lactate Dehydrogenase - metabolism Lactate dehydrogenase Lactic acid Ligands Medicine Molecular dynamics Molecular Dynamics Simulation Oxygen Physics Protein Structure, Secondary Qualitative analysis Substrate Specificity Thermodynamics X-ray crystallography |
title | Human lactate dehydrogenase a inhibitors: a molecular dynamics investigation |
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