Discovery of selective bioactive small molecules by targeting an RNA dynamic ensemble
Protein-focused lead-identification strategies may be limited in their ability to identify small molecules that bind to cellular RNAs. Docking small molecules against the structural ensemble substantially improves the docking accuracy of TAR and has led to the identification of six new TAR binders,...
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Veröffentlicht in: | Nature chemical biology 2011-06, Vol.7 (8), p.553-559 |
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creator | Stelzer, Andrew C Frank, Aaron T Kratz, Jeremy D Swanson, Michael D Gonzalez-Hernandez, Marta J Lee, Janghyun Andricioaei, Ioan Markovitz, David M Al-Hashimi, Hashim M |
description | Protein-focused lead-identification strategies may be limited in their ability to identify small molecules that bind to cellular RNAs. Docking small molecules against the structural ensemble substantially improves the docking accuracy of TAR and has led to the identification of six new TAR binders, one of which inhibits HIV-1 replication.
Current approaches used to identify protein-binding small molecules are not suited for identifying small molecules that can bind emerging RNA drug targets. By docking small molecules onto an RNA dynamic ensemble constructed by combining NMR spectroscopy and computational molecular dynamics, we virtually screened small molecules that target the entire structure landscape of the transactivation response element (TAR) from HIV type 1 (HIV-1). We quantitatively predict binding energies for small molecules that bind different RNA conformations and report the
de novo
discovery of six compounds that bind TAR with high affinity and inhibit its interaction with a Tat peptide
in vitro
(
K
i
values of 710 nM–169 μM). One compound binds HIV-1 TAR with marked selectivity and inhibits Tat-mediated activation of the HIV-1 long terminal repeat by 81% in T-cell lines and HIV replication in an HIV-1 indicator cell line (IC
50
∼23.1 μM). |
doi_str_mv | 10.1038/nchembio.596 |
format | Article |
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Current approaches used to identify protein-binding small molecules are not suited for identifying small molecules that can bind emerging RNA drug targets. By docking small molecules onto an RNA dynamic ensemble constructed by combining NMR spectroscopy and computational molecular dynamics, we virtually screened small molecules that target the entire structure landscape of the transactivation response element (TAR) from HIV type 1 (HIV-1). We quantitatively predict binding energies for small molecules that bind different RNA conformations and report the
de novo
discovery of six compounds that bind TAR with high affinity and inhibit its interaction with a Tat peptide
in vitro
(
K
i
values of 710 nM–169 μM). One compound binds HIV-1 TAR with marked selectivity and inhibits Tat-mediated activation of the HIV-1 long terminal repeat by 81% in T-cell lines and HIV replication in an HIV-1 indicator cell line (IC
50
∼23.1 μM).</description><identifier>ISSN: 1552-4450</identifier><identifier>EISSN: 1552-4469</identifier><identifier>DOI: 10.1038/nchembio.596</identifier><identifier>PMID: 21706033</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>631/114/2248 ; 631/92/613 ; 692/699/255/1901 ; Biochemical Engineering ; Biochemistry ; Bioorganic Chemistry ; Cell Biology ; Chemistry ; Chemistry and Materials Science ; Chemistry/Food Science ; Computational Biology ; Drug Discovery - methods ; HIV ; HIV-1 - drug effects ; Human immunodeficiency virus ; Models, Molecular ; Molecular Structure ; Molecules ; Netilmicin - pharmacology ; Protein Binding ; Ribonucleic acid ; RNA ; RNA - metabolism ; Spectroscopy ; Virus Replication - drug effects</subject><ispartof>Nature chemical biology, 2011-06, Vol.7 (8), p.553-559</ispartof><rights>Springer Nature America, Inc. 2011</rights><rights>Copyright Nature Publishing Group Aug 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c514t-bc2b1413d34442108c192f87e6522751b705e0ce504a6fccbfe18d3e6c3094533</citedby><cites>FETCH-LOGICAL-c514t-bc2b1413d34442108c192f87e6522751b705e0ce504a6fccbfe18d3e6c3094533</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/nchembio.596$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/nchembio.596$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21706033$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Stelzer, Andrew C</creatorcontrib><creatorcontrib>Frank, Aaron T</creatorcontrib><creatorcontrib>Kratz, Jeremy D</creatorcontrib><creatorcontrib>Swanson, Michael D</creatorcontrib><creatorcontrib>Gonzalez-Hernandez, Marta J</creatorcontrib><creatorcontrib>Lee, Janghyun</creatorcontrib><creatorcontrib>Andricioaei, Ioan</creatorcontrib><creatorcontrib>Markovitz, David M</creatorcontrib><creatorcontrib>Al-Hashimi, Hashim M</creatorcontrib><title>Discovery of selective bioactive small molecules by targeting an RNA dynamic ensemble</title><title>Nature chemical biology</title><addtitle>Nat Chem Biol</addtitle><addtitle>Nat Chem Biol</addtitle><description>Protein-focused lead-identification strategies may be limited in their ability to identify small molecules that bind to cellular RNAs. Docking small molecules against the structural ensemble substantially improves the docking accuracy of TAR and has led to the identification of six new TAR binders, one of which inhibits HIV-1 replication.
Current approaches used to identify protein-binding small molecules are not suited for identifying small molecules that can bind emerging RNA drug targets. By docking small molecules onto an RNA dynamic ensemble constructed by combining NMR spectroscopy and computational molecular dynamics, we virtually screened small molecules that target the entire structure landscape of the transactivation response element (TAR) from HIV type 1 (HIV-1). We quantitatively predict binding energies for small molecules that bind different RNA conformations and report the
de novo
discovery of six compounds that bind TAR with high affinity and inhibit its interaction with a Tat peptide
in vitro
(
K
i
values of 710 nM–169 μM). One compound binds HIV-1 TAR with marked selectivity and inhibits Tat-mediated activation of the HIV-1 long terminal repeat by 81% in T-cell lines and HIV replication in an HIV-1 indicator cell line (IC
50
∼23.1 μM).</description><subject>631/114/2248</subject><subject>631/92/613</subject><subject>692/699/255/1901</subject><subject>Biochemical Engineering</subject><subject>Biochemistry</subject><subject>Bioorganic Chemistry</subject><subject>Cell Biology</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Chemistry/Food Science</subject><subject>Computational Biology</subject><subject>Drug Discovery - methods</subject><subject>HIV</subject><subject>HIV-1 - drug effects</subject><subject>Human immunodeficiency virus</subject><subject>Models, Molecular</subject><subject>Molecular Structure</subject><subject>Molecules</subject><subject>Netilmicin - pharmacology</subject><subject>Protein Binding</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA - metabolism</subject><subject>Spectroscopy</subject><subject>Virus Replication - drug effects</subject><issn>1552-4450</issn><issn>1552-4469</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNptkUtrGzEUhUVJqR23u6yDyCabTCqNHqPZBEKehdBCqddCI99xxmgkR5ox-N9HwY77oCtdOB9H596D0Akll5Qw9dXbZ-ibLlyKWn5AUypEWXAu66PDLMgEHae0IoRJSdUnNClpRSRhbIrmt12yYQNxi0OLEziwQ7cBnA3Nbkq9cQ73ISujg4SbLR5MXMLQ-SU2Hv_8fo0XW2_6zmLwKWdx8Bl9bI1L8GX_ztD8_u7XzWPx9OPh2831U2EF5UPR2LKhnLIF45yXlChL67JVFUhRlpWgTUUEEAuCcCNba5sWqFowkJaRmgvGZuhq57semx4WFvwQjdPr2PUmbnUwnf5b8d2zXoaNZozWlPNscL43iOFlhDToPt8DnDMewpi0qlRZKSXeyLN_yFUYo8_b6ZoQWskqLzJDFzvIxpBShPYQhRL91pZ-b0vntjJ--mf8A_xeTwaKHZCy5JcQf3_6X8NXksyiUQ</recordid><startdate>20110626</startdate><enddate>20110626</enddate><creator>Stelzer, Andrew C</creator><creator>Frank, Aaron T</creator><creator>Kratz, Jeremy D</creator><creator>Swanson, Michael D</creator><creator>Gonzalez-Hernandez, Marta J</creator><creator>Lee, Janghyun</creator><creator>Andricioaei, Ioan</creator><creator>Markovitz, David M</creator><creator>Al-Hashimi, Hashim M</creator><general>Nature Publishing Group US</general><general>Nature Publishing Group</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>3V.</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7TK</scope><scope>7TM</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8AO</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>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</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>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PCBAR</scope><scope>PDBOC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20110626</creationdate><title>Discovery of selective bioactive small molecules by targeting an RNA dynamic ensemble</title><author>Stelzer, Andrew C ; Frank, Aaron T ; Kratz, Jeremy D ; Swanson, Michael D ; Gonzalez-Hernandez, Marta J ; Lee, Janghyun ; Andricioaei, Ioan ; Markovitz, David M ; Al-Hashimi, Hashim M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c514t-bc2b1413d34442108c192f87e6522751b705e0ce504a6fccbfe18d3e6c3094533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>631/114/2248</topic><topic>631/92/613</topic><topic>692/699/255/1901</topic><topic>Biochemical Engineering</topic><topic>Biochemistry</topic><topic>Bioorganic Chemistry</topic><topic>Cell Biology</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Chemistry/Food Science</topic><topic>Computational Biology</topic><topic>Drug Discovery - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nature chemical biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Stelzer, Andrew C</au><au>Frank, Aaron T</au><au>Kratz, Jeremy D</au><au>Swanson, Michael D</au><au>Gonzalez-Hernandez, Marta J</au><au>Lee, Janghyun</au><au>Andricioaei, Ioan</au><au>Markovitz, David M</au><au>Al-Hashimi, Hashim M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Discovery of selective bioactive small molecules by targeting an RNA dynamic ensemble</atitle><jtitle>Nature chemical biology</jtitle><stitle>Nat Chem Biol</stitle><addtitle>Nat Chem Biol</addtitle><date>2011-06-26</date><risdate>2011</risdate><volume>7</volume><issue>8</issue><spage>553</spage><epage>559</epage><pages>553-559</pages><issn>1552-4450</issn><eissn>1552-4469</eissn><abstract>Protein-focused lead-identification strategies may be limited in their ability to identify small molecules that bind to cellular RNAs. Docking small molecules against the structural ensemble substantially improves the docking accuracy of TAR and has led to the identification of six new TAR binders, one of which inhibits HIV-1 replication.
Current approaches used to identify protein-binding small molecules are not suited for identifying small molecules that can bind emerging RNA drug targets. By docking small molecules onto an RNA dynamic ensemble constructed by combining NMR spectroscopy and computational molecular dynamics, we virtually screened small molecules that target the entire structure landscape of the transactivation response element (TAR) from HIV type 1 (HIV-1). We quantitatively predict binding energies for small molecules that bind different RNA conformations and report the
de novo
discovery of six compounds that bind TAR with high affinity and inhibit its interaction with a Tat peptide
in vitro
(
K
i
values of 710 nM–169 μM). One compound binds HIV-1 TAR with marked selectivity and inhibits Tat-mediated activation of the HIV-1 long terminal repeat by 81% in T-cell lines and HIV replication in an HIV-1 indicator cell line (IC
50
∼23.1 μM).</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>21706033</pmid><doi>10.1038/nchembio.596</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 631/114/2248 631/92/613 692/699/255/1901 Biochemical Engineering Biochemistry Bioorganic Chemistry Cell Biology Chemistry Chemistry and Materials Science Chemistry/Food Science Computational Biology Drug Discovery - methods HIV HIV-1 - drug effects Human immunodeficiency virus Models, Molecular Molecular Structure Molecules Netilmicin - pharmacology Protein Binding Ribonucleic acid RNA RNA - metabolism Spectroscopy Virus Replication - drug effects |
title | Discovery of selective bioactive small molecules by targeting an RNA dynamic ensemble |
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