Tetracycline Derivatives Inhibit Plasmodial Cysteine Protease Falcipain‑2 through Binding to a Distal Allosteric Site
Allosteric inhibitors regulate enzyme activity from remote and usually specific pockets. As they promise an avenue for less toxic and safer drugs, the identification and characterization of allosteric inhibitors has gained great academic and biomedical interest in recent years. Research on falcipain...
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Veröffentlicht in: | Journal of chemical information and modeling 2022-01, Vol.62 (1), p.159-175 |
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description | Allosteric inhibitors regulate enzyme activity from remote and usually specific pockets. As they promise an avenue for less toxic and safer drugs, the identification and characterization of allosteric inhibitors has gained great academic and biomedical interest in recent years. Research on falcipain-2 (FP-2), the major papain-like cysteine hemoglobinase of Plasmodium falciparum, might benefit from this strategy to overcome the low selectivity against human cathepsins shown by active site-directed inhibitors. Encouraged by our previous finding that methacycline inhibits FP-2 noncompetitively, here we assessed other five tetracycline derivatives against this target and characterized their inhibition mechanism. As previously shown for methacycline, tetracycline derivatives inhibited FP-2 in a noncompetitive fashion, with K i values ranging from 121 to 190 μM. A possible binding to the S′ side of the FP-2 active site, similar to that described by X-ray crystallography (PDB: 6SSZ) for the noncompetitive inhibitor E-chalcone 48 (EC48), was experimentally discarded by kinetic analysis using a large peptidyl substrate spanning the whole active site. By combining lengthy molecular dynamics (MD) simulations that allowed methacycline to diffuse from solution to different FP-2 surface regions and free energy calculations, we predicted the most likely binding mode of the ligand. Of note, the proposed binding pose explains the low differences in K i values observed for the tested tetracycline derivatives and the calculated binding free energies match the experimental values. Overall, this study has implications for the design of novel allosteric inhibitors against FP-2 and sets the basis for further optimization of the tetracycline scaffold to produce more potent and selective inhibitors. |
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As they promise an avenue for less toxic and safer drugs, the identification and characterization of allosteric inhibitors has gained great academic and biomedical interest in recent years. Research on falcipain-2 (FP-2), the major papain-like cysteine hemoglobinase of Plasmodium falciparum, might benefit from this strategy to overcome the low selectivity against human cathepsins shown by active site-directed inhibitors. Encouraged by our previous finding that methacycline inhibits FP-2 noncompetitively, here we assessed other five tetracycline derivatives against this target and characterized their inhibition mechanism. As previously shown for methacycline, tetracycline derivatives inhibited FP-2 in a noncompetitive fashion, with K i values ranging from 121 to 190 μM. A possible binding to the S′ side of the FP-2 active site, similar to that described by X-ray crystallography (PDB: 6SSZ) for the noncompetitive inhibitor E-chalcone 48 (EC48), was experimentally discarded by kinetic analysis using a large peptidyl substrate spanning the whole active site. By combining lengthy molecular dynamics (MD) simulations that allowed methacycline to diffuse from solution to different FP-2 surface regions and free energy calculations, we predicted the most likely binding mode of the ligand. Of note, the proposed binding pose explains the low differences in K i values observed for the tested tetracycline derivatives and the calculated binding free energies match the experimental values. Overall, this study has implications for the design of novel allosteric inhibitors against FP-2 and sets the basis for further optimization of the tetracycline scaffold to produce more potent and selective inhibitors.</description><identifier>ISSN: 1549-9596</identifier><identifier>EISSN: 1549-960X</identifier><identifier>DOI: 10.1021/acs.jcim.1c01189</identifier><identifier>PMID: 34962803</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Allosteric Site ; Antimalarials - pharmacology ; Binding ; Biocompatibility ; Computational Biochemistry ; Crystallography ; Cysteine ; Cysteine Endopeptidases ; Cysteine Proteases ; Cysteine Proteinase Inhibitors - chemistry ; Cysteine Proteinase Inhibitors - pharmacology ; Enzyme activity ; Free energy ; Humans ; Inhibitors ; Kinetics ; Mathematical analysis ; Molecular dynamics ; Optimization ; Papain ; Plasmodium falciparum ; Selectivity ; Substrates ; Tetracyclines - pharmacology</subject><ispartof>Journal of chemical information and modeling, 2022-01, Vol.62 (1), p.159-175</ispartof><rights>2021 American Chemical Society</rights><rights>Copyright American Chemical Society Jan 10, 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a364t-26af45c37d53c2063cc024013c04aef3d367d7a604e32c246ba2b788ee617e893</citedby><cites>FETCH-LOGICAL-a364t-26af45c37d53c2063cc024013c04aef3d367d7a604e32c246ba2b788ee617e893</cites><orcidid>0000-0003-3178-826X ; 0000-0002-4770-8677 ; 0000-0002-9709-7552</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.jcim.1c01189$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.jcim.1c01189$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,776,780,2752,27053,27901,27902,56713,56763</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34962803$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hernández González, Jorge Enrique</creatorcontrib><creatorcontrib>Alberca, Lucas N</creatorcontrib><creatorcontrib>Masforrol González, Yordanka</creatorcontrib><creatorcontrib>Reyes Acosta, Osvaldo</creatorcontrib><creatorcontrib>Talevi, Alan</creatorcontrib><creatorcontrib>Salas-Sarduy, Emir</creatorcontrib><title>Tetracycline Derivatives Inhibit Plasmodial Cysteine Protease Falcipain‑2 through Binding to a Distal Allosteric Site</title><title>Journal of chemical information and modeling</title><addtitle>J. Chem. Inf. Model</addtitle><description>Allosteric inhibitors regulate enzyme activity from remote and usually specific pockets. As they promise an avenue for less toxic and safer drugs, the identification and characterization of allosteric inhibitors has gained great academic and biomedical interest in recent years. Research on falcipain-2 (FP-2), the major papain-like cysteine hemoglobinase of Plasmodium falciparum, might benefit from this strategy to overcome the low selectivity against human cathepsins shown by active site-directed inhibitors. Encouraged by our previous finding that methacycline inhibits FP-2 noncompetitively, here we assessed other five tetracycline derivatives against this target and characterized their inhibition mechanism. As previously shown for methacycline, tetracycline derivatives inhibited FP-2 in a noncompetitive fashion, with K i values ranging from 121 to 190 μM. A possible binding to the S′ side of the FP-2 active site, similar to that described by X-ray crystallography (PDB: 6SSZ) for the noncompetitive inhibitor E-chalcone 48 (EC48), was experimentally discarded by kinetic analysis using a large peptidyl substrate spanning the whole active site. By combining lengthy molecular dynamics (MD) simulations that allowed methacycline to diffuse from solution to different FP-2 surface regions and free energy calculations, we predicted the most likely binding mode of the ligand. Of note, the proposed binding pose explains the low differences in K i values observed for the tested tetracycline derivatives and the calculated binding free energies match the experimental values. Overall, this study has implications for the design of novel allosteric inhibitors against FP-2 and sets the basis for further optimization of the tetracycline scaffold to produce more potent and selective inhibitors.</description><subject>Allosteric Site</subject><subject>Antimalarials - pharmacology</subject><subject>Binding</subject><subject>Biocompatibility</subject><subject>Computational Biochemistry</subject><subject>Crystallography</subject><subject>Cysteine</subject><subject>Cysteine Endopeptidases</subject><subject>Cysteine Proteases</subject><subject>Cysteine Proteinase Inhibitors - chemistry</subject><subject>Cysteine Proteinase Inhibitors - pharmacology</subject><subject>Enzyme activity</subject><subject>Free energy</subject><subject>Humans</subject><subject>Inhibitors</subject><subject>Kinetics</subject><subject>Mathematical analysis</subject><subject>Molecular dynamics</subject><subject>Optimization</subject><subject>Papain</subject><subject>Plasmodium falciparum</subject><subject>Selectivity</subject><subject>Substrates</subject><subject>Tetracyclines - pharmacology</subject><issn>1549-9596</issn><issn>1549-960X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kM1OAjEURhujEUX3rkwTt4L9menMLBFESUgkERN3TelcoGSYwbaDYecr-Io-iUXAnclN7l2c77vJQeiKkjYljN4p7doLbZZtqgmlaXaEzmgcZa1MkLfjwx1nooHOnVsQwnkm2Clq8CjslPAz9DEGb5Xe6MKUgHtgzVp5swaHB-XcTIzHo0K5ZZUbVeDuxnnYciNbeVAOcF8V2qyUKb8_vxj2c1vVszm-N2Vuyhn2FVa4Z5wP2U5RVCFtjcYvxsMFOpmqwsHlfjfRa_9h3H1qDZ8fB93OsKW4iHyLCTWNYs2TPOaaEcG1JiwilGsSKZjynIskT5QgEXCmWSQmik2SNAUQNIE04010s-td2eq9BufloqptGV5KJlgYylIWKLKjtK2cszCVK2uWym4kJXJrWgbTcmta7k2HyPW-uJ4sIf8LHNQG4HYH_EYPT__t-wGHIYvV</recordid><startdate>20220110</startdate><enddate>20220110</enddate><creator>Hernández González, Jorge Enrique</creator><creator>Alberca, Lucas N</creator><creator>Masforrol González, Yordanka</creator><creator>Reyes Acosta, Osvaldo</creator><creator>Talevi, Alan</creator><creator>Salas-Sarduy, Emir</creator><general>American Chemical Society</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>7SC</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0003-3178-826X</orcidid><orcidid>https://orcid.org/0000-0002-4770-8677</orcidid><orcidid>https://orcid.org/0000-0002-9709-7552</orcidid></search><sort><creationdate>20220110</creationdate><title>Tetracycline Derivatives Inhibit Plasmodial Cysteine Protease Falcipain‑2 through Binding to a Distal Allosteric Site</title><author>Hernández González, Jorge Enrique ; Alberca, Lucas N ; Masforrol González, Yordanka ; Reyes Acosta, Osvaldo ; Talevi, Alan ; Salas-Sarduy, Emir</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a364t-26af45c37d53c2063cc024013c04aef3d367d7a604e32c246ba2b788ee617e893</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Allosteric Site</topic><topic>Antimalarials - pharmacology</topic><topic>Binding</topic><topic>Biocompatibility</topic><topic>Computational Biochemistry</topic><topic>Crystallography</topic><topic>Cysteine</topic><topic>Cysteine Endopeptidases</topic><topic>Cysteine Proteases</topic><topic>Cysteine Proteinase Inhibitors - chemistry</topic><topic>Cysteine Proteinase Inhibitors - pharmacology</topic><topic>Enzyme activity</topic><topic>Free energy</topic><topic>Humans</topic><topic>Inhibitors</topic><topic>Kinetics</topic><topic>Mathematical analysis</topic><topic>Molecular dynamics</topic><topic>Optimization</topic><topic>Papain</topic><topic>Plasmodium falciparum</topic><topic>Selectivity</topic><topic>Substrates</topic><topic>Tetracyclines - pharmacology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hernández González, Jorge Enrique</creatorcontrib><creatorcontrib>Alberca, Lucas N</creatorcontrib><creatorcontrib>Masforrol González, Yordanka</creatorcontrib><creatorcontrib>Reyes Acosta, Osvaldo</creatorcontrib><creatorcontrib>Talevi, Alan</creatorcontrib><creatorcontrib>Salas-Sarduy, Emir</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Journal of chemical information and modeling</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hernández González, Jorge Enrique</au><au>Alberca, Lucas N</au><au>Masforrol González, Yordanka</au><au>Reyes Acosta, Osvaldo</au><au>Talevi, Alan</au><au>Salas-Sarduy, Emir</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Tetracycline Derivatives Inhibit Plasmodial Cysteine Protease Falcipain‑2 through Binding to a Distal Allosteric Site</atitle><jtitle>Journal of chemical information and modeling</jtitle><addtitle>J. Chem. Inf. Model</addtitle><date>2022-01-10</date><risdate>2022</risdate><volume>62</volume><issue>1</issue><spage>159</spage><epage>175</epage><pages>159-175</pages><issn>1549-9596</issn><eissn>1549-960X</eissn><abstract>Allosteric inhibitors regulate enzyme activity from remote and usually specific pockets. As they promise an avenue for less toxic and safer drugs, the identification and characterization of allosteric inhibitors has gained great academic and biomedical interest in recent years. Research on falcipain-2 (FP-2), the major papain-like cysteine hemoglobinase of Plasmodium falciparum, might benefit from this strategy to overcome the low selectivity against human cathepsins shown by active site-directed inhibitors. Encouraged by our previous finding that methacycline inhibits FP-2 noncompetitively, here we assessed other five tetracycline derivatives against this target and characterized their inhibition mechanism. As previously shown for methacycline, tetracycline derivatives inhibited FP-2 in a noncompetitive fashion, with K i values ranging from 121 to 190 μM. A possible binding to the S′ side of the FP-2 active site, similar to that described by X-ray crystallography (PDB: 6SSZ) for the noncompetitive inhibitor E-chalcone 48 (EC48), was experimentally discarded by kinetic analysis using a large peptidyl substrate spanning the whole active site. By combining lengthy molecular dynamics (MD) simulations that allowed methacycline to diffuse from solution to different FP-2 surface regions and free energy calculations, we predicted the most likely binding mode of the ligand. Of note, the proposed binding pose explains the low differences in K i values observed for the tested tetracycline derivatives and the calculated binding free energies match the experimental values. 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subjects | Allosteric Site Antimalarials - pharmacology Binding Biocompatibility Computational Biochemistry Crystallography Cysteine Cysteine Endopeptidases Cysteine Proteases Cysteine Proteinase Inhibitors - chemistry Cysteine Proteinase Inhibitors - pharmacology Enzyme activity Free energy Humans Inhibitors Kinetics Mathematical analysis Molecular dynamics Optimization Papain Plasmodium falciparum Selectivity Substrates Tetracyclines - pharmacology |
title | Tetracycline Derivatives Inhibit Plasmodial Cysteine Protease Falcipain‑2 through Binding to a Distal Allosteric Site |
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