Novel STAT3 small-molecule inhibitors identified by structure-based virtual ligand screening incorporating SH2 domain flexibility
Efforts to develop STAT3 inhibitors have focused on its SH2 domain starting with short phosphotyrosylated peptides based on STAT3 binding motifs, e.g. pY905LPQTV within gp130. Despite binding to STAT3 with high affinity, issues regarding stability, bioavailability, and membrane permeability of these...
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Veröffentlicht in: | Pharmacological research 2021-07, Vol.169, p.105637-105637, Article 105637 |
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creator | Kong, Ren Bharadwaj, Uddalak Eckols, T. Kris Kolosov, Mikhail Wu, Haoyi Cruz-Pavlovich, Francisco J. Santa Shaw, Alison Ifelayo, Oluwatomilona I. Zhao, Hong Kasembeli, Moses M. Wong, Stephen T.C. Tweardy, David J. |
description | Efforts to develop STAT3 inhibitors have focused on its SH2 domain starting with short phosphotyrosylated peptides based on STAT3 binding motifs, e.g. pY905LPQTV within gp130. Despite binding to STAT3 with high affinity, issues regarding stability, bioavailability, and membrane permeability of these peptides, as well as peptidomimetics such as CJ-887, have limited their further clinical development and led to interest in small-molecule inhibitors. Some small molecule STAT3 inhibitors, identified using structure-based virtual ligand screening (SB-VLS); while having favorable drug-like properties, suffer from weak binding affinities, possibly due to the high flexibility of the target domain. We conducted molecular dynamic (MD) simulations of the SH2 domain in complex with CJ-887, and used an averaged structure from this MD trajectory as an “induced-active site” receptor model for SB-VLS of 110,000 compounds within the SPEC database. Screening was followed by re-docking and re-scoring of the top 30% of hits, selection for hit compounds that directly interact with pY + 0 binding pocket residues R609 and S613, and testing for STAT3 targeting in vitro, which identified two lead hits with good activity and favorable drug-like properties. Unlike most small-molecule STAT3 inhibitors previously identified, which contain negatively-charged moieties that mediate binding to the pY + 0 binding pocket, these compounds are uncharged and likely will serve as better candidates for anti-STAT3 drug development.
SB-VLS, using an averaged structure from molecular dynamics (MD) simulations of STAT3 SH2 domain in a complex with CJ-887, a known peptidomimetic binder, identify two highly potent, neutral, low-molecular weight STAT3-inhibitors with favorable drug-like properties.
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doi_str_mv | 10.1016/j.phrs.2021.105637 |
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SB-VLS, using an averaged structure from molecular dynamics (MD) simulations of STAT3 SH2 domain in a complex with CJ-887, a known peptidomimetic binder, identify two highly potent, neutral, low-molecular weight STAT3-inhibitors with favorable drug-like properties.
[Display omitted]</description><identifier>ISSN: 1043-6618</identifier><identifier>EISSN: 1096-1186</identifier><identifier>DOI: 10.1016/j.phrs.2021.105637</identifier><identifier>PMID: 33932608</identifier><language>eng</language><publisher>Netherlands: Elsevier Ltd</publisher><subject>Alkylation ; Binding Sites - drug effects ; Blotting, Western ; Cell Line, Tumor - drug effects ; Drug Evaluation, Preclinical - methods ; Gas Chromatography-Mass Spectrometry ; Humans ; Ligands ; Molecular Docking Simulation ; Protein Structure, Tertiary ; src Homology Domains - drug effects ; STAT3 Transcription Factor - antagonists & inhibitors ; STAT3 Transcription Factor - chemistry ; STAT3 Transcription Factor - genetics ; Structure-Activity Relationship ; Surface Plasmon Resonance</subject><ispartof>Pharmacological research, 2021-07, Vol.169, p.105637-105637, Article 105637</ispartof><rights>2021</rights><rights>Published by Elsevier Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c455t-b6e9427610ad8672d8cbbddf050e4ee5dd94973fb5014c160b35ec90b31085ea3</citedby><cites>FETCH-LOGICAL-c455t-b6e9427610ad8672d8cbbddf050e4ee5dd94973fb5014c160b35ec90b31085ea3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.phrs.2021.105637$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3548,27923,27924,45994</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33932608$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kong, Ren</creatorcontrib><creatorcontrib>Bharadwaj, Uddalak</creatorcontrib><creatorcontrib>Eckols, T. Kris</creatorcontrib><creatorcontrib>Kolosov, Mikhail</creatorcontrib><creatorcontrib>Wu, Haoyi</creatorcontrib><creatorcontrib>Cruz-Pavlovich, Francisco J. Santa</creatorcontrib><creatorcontrib>Shaw, Alison</creatorcontrib><creatorcontrib>Ifelayo, Oluwatomilona I.</creatorcontrib><creatorcontrib>Zhao, Hong</creatorcontrib><creatorcontrib>Kasembeli, Moses M.</creatorcontrib><creatorcontrib>Wong, Stephen T.C.</creatorcontrib><creatorcontrib>Tweardy, David J.</creatorcontrib><title>Novel STAT3 small-molecule inhibitors identified by structure-based virtual ligand screening incorporating SH2 domain flexibility</title><title>Pharmacological research</title><addtitle>Pharmacol Res</addtitle><description>Efforts to develop STAT3 inhibitors have focused on its SH2 domain starting with short phosphotyrosylated peptides based on STAT3 binding motifs, e.g. pY905LPQTV within gp130. Despite binding to STAT3 with high affinity, issues regarding stability, bioavailability, and membrane permeability of these peptides, as well as peptidomimetics such as CJ-887, have limited their further clinical development and led to interest in small-molecule inhibitors. Some small molecule STAT3 inhibitors, identified using structure-based virtual ligand screening (SB-VLS); while having favorable drug-like properties, suffer from weak binding affinities, possibly due to the high flexibility of the target domain. We conducted molecular dynamic (MD) simulations of the SH2 domain in complex with CJ-887, and used an averaged structure from this MD trajectory as an “induced-active site” receptor model for SB-VLS of 110,000 compounds within the SPEC database. Screening was followed by re-docking and re-scoring of the top 30% of hits, selection for hit compounds that directly interact with pY + 0 binding pocket residues R609 and S613, and testing for STAT3 targeting in vitro, which identified two lead hits with good activity and favorable drug-like properties. Unlike most small-molecule STAT3 inhibitors previously identified, which contain negatively-charged moieties that mediate binding to the pY + 0 binding pocket, these compounds are uncharged and likely will serve as better candidates for anti-STAT3 drug development.
SB-VLS, using an averaged structure from molecular dynamics (MD) simulations of STAT3 SH2 domain in a complex with CJ-887, a known peptidomimetic binder, identify two highly potent, neutral, low-molecular weight STAT3-inhibitors with favorable drug-like properties.
[Display omitted]</description><subject>Alkylation</subject><subject>Binding Sites - drug effects</subject><subject>Blotting, Western</subject><subject>Cell Line, Tumor - drug effects</subject><subject>Drug Evaluation, Preclinical - methods</subject><subject>Gas Chromatography-Mass Spectrometry</subject><subject>Humans</subject><subject>Ligands</subject><subject>Molecular Docking Simulation</subject><subject>Protein Structure, Tertiary</subject><subject>src Homology Domains - drug effects</subject><subject>STAT3 Transcription Factor - antagonists & inhibitors</subject><subject>STAT3 Transcription Factor - chemistry</subject><subject>STAT3 Transcription Factor - genetics</subject><subject>Structure-Activity Relationship</subject><subject>Surface Plasmon Resonance</subject><issn>1043-6618</issn><issn>1096-1186</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUtv1DAURiNERUvhD7BAXrLJ1I_ESSSEVFVAK1V00WFtOfbNzB058WA7I2bJP8fRlAo2rK59_fn4cYriHaMrRpm82q322xBXnHKWG7UUzYvigtFOloy18uUyrkQpJWvPi9cx7iilXcXoq-JciE5wSduL4tc3fwBHHtfXa0HiqJ0rR-_AzA4ITlvsMfkQCVqYEg4IlvRHElOYTZoDlL2OuXXAkGbtiMONniyJJgBMOG0ywfiw90GnZfZ4y4n1o8aJDA5-ZrbDdHxTnA3aRXj7VC-L718-r29uy_uHr3c31_elqeo6lb2EruKNZFTbVjbctqbvrR1oTaECqK3tqq4RQ19TVhkmaS9qMF0ujLY1aHFZfDpx93M_gjX5QUE7tQ846nBUXqP6d2XCrdr4g2o5a0TTZsCHJ0DwP2aISY0YDTinJ_BzVLzmtG14NpOj_BQ1wccYYHg-hlG1uFM7tbhTizt1cpc3vf_7gs9b_sjKgY-nAORvOiAEFQ3CZMBiAJOU9fg__m-b5K7a</recordid><startdate>20210701</startdate><enddate>20210701</enddate><creator>Kong, Ren</creator><creator>Bharadwaj, Uddalak</creator><creator>Eckols, T. Kris</creator><creator>Kolosov, Mikhail</creator><creator>Wu, Haoyi</creator><creator>Cruz-Pavlovich, Francisco J. Santa</creator><creator>Shaw, Alison</creator><creator>Ifelayo, Oluwatomilona I.</creator><creator>Zhao, Hong</creator><creator>Kasembeli, Moses M.</creator><creator>Wong, Stephen T.C.</creator><creator>Tweardy, David J.</creator><general>Elsevier Ltd</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>20210701</creationdate><title>Novel STAT3 small-molecule inhibitors identified by structure-based virtual ligand screening incorporating SH2 domain flexibility</title><author>Kong, Ren ; Bharadwaj, Uddalak ; Eckols, T. Kris ; Kolosov, Mikhail ; Wu, Haoyi ; Cruz-Pavlovich, Francisco J. Santa ; Shaw, Alison ; Ifelayo, Oluwatomilona I. ; Zhao, Hong ; Kasembeli, Moses M. ; Wong, Stephen T.C. ; Tweardy, David J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c455t-b6e9427610ad8672d8cbbddf050e4ee5dd94973fb5014c160b35ec90b31085ea3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Alkylation</topic><topic>Binding Sites - drug effects</topic><topic>Blotting, Western</topic><topic>Cell Line, Tumor - drug effects</topic><topic>Drug Evaluation, Preclinical - methods</topic><topic>Gas Chromatography-Mass Spectrometry</topic><topic>Humans</topic><topic>Ligands</topic><topic>Molecular Docking Simulation</topic><topic>Protein Structure, Tertiary</topic><topic>src Homology Domains - drug effects</topic><topic>STAT3 Transcription Factor - antagonists & inhibitors</topic><topic>STAT3 Transcription Factor - chemistry</topic><topic>STAT3 Transcription Factor - genetics</topic><topic>Structure-Activity Relationship</topic><topic>Surface Plasmon Resonance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kong, Ren</creatorcontrib><creatorcontrib>Bharadwaj, Uddalak</creatorcontrib><creatorcontrib>Eckols, T. Kris</creatorcontrib><creatorcontrib>Kolosov, Mikhail</creatorcontrib><creatorcontrib>Wu, Haoyi</creatorcontrib><creatorcontrib>Cruz-Pavlovich, Francisco J. Santa</creatorcontrib><creatorcontrib>Shaw, Alison</creatorcontrib><creatorcontrib>Ifelayo, Oluwatomilona I.</creatorcontrib><creatorcontrib>Zhao, Hong</creatorcontrib><creatorcontrib>Kasembeli, Moses M.</creatorcontrib><creatorcontrib>Wong, Stephen T.C.</creatorcontrib><creatorcontrib>Tweardy, David J.</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>Pharmacological research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kong, Ren</au><au>Bharadwaj, Uddalak</au><au>Eckols, T. Kris</au><au>Kolosov, Mikhail</au><au>Wu, Haoyi</au><au>Cruz-Pavlovich, Francisco J. Santa</au><au>Shaw, Alison</au><au>Ifelayo, Oluwatomilona I.</au><au>Zhao, Hong</au><au>Kasembeli, Moses M.</au><au>Wong, Stephen T.C.</au><au>Tweardy, David J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Novel STAT3 small-molecule inhibitors identified by structure-based virtual ligand screening incorporating SH2 domain flexibility</atitle><jtitle>Pharmacological research</jtitle><addtitle>Pharmacol Res</addtitle><date>2021-07-01</date><risdate>2021</risdate><volume>169</volume><spage>105637</spage><epage>105637</epage><pages>105637-105637</pages><artnum>105637</artnum><issn>1043-6618</issn><eissn>1096-1186</eissn><abstract>Efforts to develop STAT3 inhibitors have focused on its SH2 domain starting with short phosphotyrosylated peptides based on STAT3 binding motifs, e.g. pY905LPQTV within gp130. Despite binding to STAT3 with high affinity, issues regarding stability, bioavailability, and membrane permeability of these peptides, as well as peptidomimetics such as CJ-887, have limited their further clinical development and led to interest in small-molecule inhibitors. Some small molecule STAT3 inhibitors, identified using structure-based virtual ligand screening (SB-VLS); while having favorable drug-like properties, suffer from weak binding affinities, possibly due to the high flexibility of the target domain. We conducted molecular dynamic (MD) simulations of the SH2 domain in complex with CJ-887, and used an averaged structure from this MD trajectory as an “induced-active site” receptor model for SB-VLS of 110,000 compounds within the SPEC database. Screening was followed by re-docking and re-scoring of the top 30% of hits, selection for hit compounds that directly interact with pY + 0 binding pocket residues R609 and S613, and testing for STAT3 targeting in vitro, which identified two lead hits with good activity and favorable drug-like properties. Unlike most small-molecule STAT3 inhibitors previously identified, which contain negatively-charged moieties that mediate binding to the pY + 0 binding pocket, these compounds are uncharged and likely will serve as better candidates for anti-STAT3 drug development.
SB-VLS, using an averaged structure from molecular dynamics (MD) simulations of STAT3 SH2 domain in a complex with CJ-887, a known peptidomimetic binder, identify two highly potent, neutral, low-molecular weight STAT3-inhibitors with favorable drug-like properties.
[Display omitted]</abstract><cop>Netherlands</cop><pub>Elsevier Ltd</pub><pmid>33932608</pmid><doi>10.1016/j.phrs.2021.105637</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Alkylation Binding Sites - drug effects Blotting, Western Cell Line, Tumor - drug effects Drug Evaluation, Preclinical - methods Gas Chromatography-Mass Spectrometry Humans Ligands Molecular Docking Simulation Protein Structure, Tertiary src Homology Domains - drug effects STAT3 Transcription Factor - antagonists & inhibitors STAT3 Transcription Factor - chemistry STAT3 Transcription Factor - genetics Structure-Activity Relationship Surface Plasmon Resonance |
title | Novel STAT3 small-molecule inhibitors identified by structure-based virtual ligand screening incorporating SH2 domain flexibility |
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