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Identification of natural compounds as potent inhibitors of SARS-CoV-2 main protease using combined docking and molecular dynamics simulations
Coronavirus disease 2019 (COVID-19) has emerged from China and globally affected the entire population through the human-to-human transmission of a newly emerged virus called severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The genome of SARS-CoV-2 encodes several proteins that are esse...
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Published in: | Saudi journal of biological sciences 2021-04, Vol.28 (4), p.2423-2431 |
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creator | Jairajpuri, Deeba Shamim Hussain, Afzal Nasreen, Khalida Mohammad, Taj Anjum, Farah Tabish Rehman, Md Mustafa Hasan, Gulam Alajmi, Mohamed F. Imtaiyaz Hassan, Md |
description | Coronavirus disease 2019 (COVID-19) has emerged from China and globally affected the entire population through the human-to-human transmission of a newly emerged virus called severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The genome of SARS-CoV-2 encodes several proteins that are essential for multiplication and pathogenesis. The main protease (Mpro or 3CLpro) of SARS-CoV-2 plays a central role in its pathogenesis and thus is considered as an attractive drug target for the drug design and development of small-molecule inhibitors. We have employed an extensive structure-based high-throughput virtual screening to discover potential natural compounds from the ZINC database which could inhibit the Mpro of SARS-CoV-2. Initially, the hits were selected on the basis of their physicochemical and drug-like properties. Subsequently, the PAINS filter, estimation of binding affinities using molecular docking, and interaction analyses were performed to find safe and potential inhibitors of SARS-CoV-2 Mpro. We have identified ZINC02123811 (1-(3-(2,5,9-trimethyl-7-oxo-3-phenyl-7H-furo[3,2-g]chromen-6-yl)propanoyl)piperidine-4-carboxamide), a natural compound bearing appreciable affinity, efficiency, and specificity towards the binding pocket of SARS-CoV-2 Mpro. The identified compound showed a set of drug-like properties and preferentially binds to the active site of SARS-CoV-2 Mpro. All-atom molecular dynamics (MD) simulations were performed to evaluate the conformational dynamics, stability and interaction mechanism of Mpro with ZINC02123811. MD simulation results indicated that Mpro with ZINC02123811 forms a stable complex throughout the trajectory of 100 ns. These findings suggest that ZINC02123811 may be further exploited as a promising scaffold for the development of potential inhibitors of SARS-CoV-2 Mpro to address COVID-19. |
doi_str_mv | 10.1016/j.sjbs.2021.01.040 |
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The genome of SARS-CoV-2 encodes several proteins that are essential for multiplication and pathogenesis. The main protease (Mpro or 3CLpro) of SARS-CoV-2 plays a central role in its pathogenesis and thus is considered as an attractive drug target for the drug design and development of small-molecule inhibitors. We have employed an extensive structure-based high-throughput virtual screening to discover potential natural compounds from the ZINC database which could inhibit the Mpro of SARS-CoV-2. Initially, the hits were selected on the basis of their physicochemical and drug-like properties. Subsequently, the PAINS filter, estimation of binding affinities using molecular docking, and interaction analyses were performed to find safe and potential inhibitors of SARS-CoV-2 Mpro. We have identified ZINC02123811 (1-(3-(2,5,9-trimethyl-7-oxo-3-phenyl-7H-furo[3,2-g]chromen-6-yl)propanoyl)piperidine-4-carboxamide), a natural compound bearing appreciable affinity, efficiency, and specificity towards the binding pocket of SARS-CoV-2 Mpro. The identified compound showed a set of drug-like properties and preferentially binds to the active site of SARS-CoV-2 Mpro. All-atom molecular dynamics (MD) simulations were performed to evaluate the conformational dynamics, stability and interaction mechanism of Mpro with ZINC02123811. MD simulation results indicated that Mpro with ZINC02123811 forms a stable complex throughout the trajectory of 100 ns. These findings suggest that ZINC02123811 may be further exploited as a promising scaffold for the development of potential inhibitors of SARS-CoV-2 Mpro to address COVID-19.</description><identifier>ISSN: 1319-562X</identifier><identifier>EISSN: 2213-7106</identifier><identifier>DOI: 10.1016/j.sjbs.2021.01.040</identifier><identifier>PMID: 33526965</identifier><language>eng</language><publisher>Saudi Arabia: Elsevier B.V</publisher><subject>Drug discovery ; Molecular dynamics simulation ; Natural compounds ; Original ; SARS-CoV-2 main protease ; Small molecule inhibitors ; Virtual high-throughput screening</subject><ispartof>Saudi journal of biological sciences, 2021-04, Vol.28 (4), p.2423-2431</ispartof><rights>2021 The Author(s)</rights><rights>2021 The Author(s).</rights><rights>2021 The Author(s) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c455t-8120afa77c1336545dcfd8ef1ff2a06aab09b8e44e8fea1805d2b46d8782d4243</citedby><cites>FETCH-LOGICAL-c455t-8120afa77c1336545dcfd8ef1ff2a06aab09b8e44e8fea1805d2b46d8782d4243</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/PMC7839507/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1319562X21000401$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,3547,27923,27924,45779,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33526965$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jairajpuri, Deeba Shamim</creatorcontrib><creatorcontrib>Hussain, Afzal</creatorcontrib><creatorcontrib>Nasreen, Khalida</creatorcontrib><creatorcontrib>Mohammad, Taj</creatorcontrib><creatorcontrib>Anjum, Farah</creatorcontrib><creatorcontrib>Tabish Rehman, Md</creatorcontrib><creatorcontrib>Mustafa Hasan, Gulam</creatorcontrib><creatorcontrib>Alajmi, Mohamed F.</creatorcontrib><creatorcontrib>Imtaiyaz Hassan, Md</creatorcontrib><title>Identification of natural compounds as potent inhibitors of SARS-CoV-2 main protease using combined docking and molecular dynamics simulations</title><title>Saudi journal of biological sciences</title><addtitle>Saudi J Biol Sci</addtitle><description>Coronavirus disease 2019 (COVID-19) has emerged from China and globally affected the entire population through the human-to-human transmission of a newly emerged virus called severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The genome of SARS-CoV-2 encodes several proteins that are essential for multiplication and pathogenesis. The main protease (Mpro or 3CLpro) of SARS-CoV-2 plays a central role in its pathogenesis and thus is considered as an attractive drug target for the drug design and development of small-molecule inhibitors. We have employed an extensive structure-based high-throughput virtual screening to discover potential natural compounds from the ZINC database which could inhibit the Mpro of SARS-CoV-2. Initially, the hits were selected on the basis of their physicochemical and drug-like properties. Subsequently, the PAINS filter, estimation of binding affinities using molecular docking, and interaction analyses were performed to find safe and potential inhibitors of SARS-CoV-2 Mpro. We have identified ZINC02123811 (1-(3-(2,5,9-trimethyl-7-oxo-3-phenyl-7H-furo[3,2-g]chromen-6-yl)propanoyl)piperidine-4-carboxamide), a natural compound bearing appreciable affinity, efficiency, and specificity towards the binding pocket of SARS-CoV-2 Mpro. The identified compound showed a set of drug-like properties and preferentially binds to the active site of SARS-CoV-2 Mpro. All-atom molecular dynamics (MD) simulations were performed to evaluate the conformational dynamics, stability and interaction mechanism of Mpro with ZINC02123811. MD simulation results indicated that Mpro with ZINC02123811 forms a stable complex throughout the trajectory of 100 ns. These findings suggest that ZINC02123811 may be further exploited as a promising scaffold for the development of potential inhibitors of SARS-CoV-2 Mpro to address COVID-19.</description><subject>Drug discovery</subject><subject>Molecular dynamics simulation</subject><subject>Natural compounds</subject><subject>Original</subject><subject>SARS-CoV-2 main protease</subject><subject>Small molecule inhibitors</subject><subject>Virtual high-throughput screening</subject><issn>1319-562X</issn><issn>2213-7106</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kd9qFTEQxoMo9lh9AS8kl97sMckmu1kQoRyqFgpCq-JdmM2fNsfdZE12C32JPrNZTi32pjAwMPnNN5n5EHpLyZYS2nzYb_O-z1tGGN2SEpw8QxvGaF21lDTP0YbWtKtEw34doVc57wlpZC3pS3RU14I1XSM26O7M2DB75zXMPgYcHQ4wLwkGrOM4xSWYjCHjKc6Fwz5c-97PMeWVvDy5uKx28WfF8Ag-4CkVCrLFS_bhahXofbAGm6h_rwUIBo9xsHoZIGFzG2D0OuPsx1JYx-fX6IWDIds39_kY_fh8-n33tTr_9uVsd3JeaS7EXEnKCDhoW03ruhFcGO2MtI46x4A0AD3pemk5t9JZoJIIw3reGNlKZjjj9TH6dNCdln60RpfdyspqSn6EdKsiePX4JfhrdRVvVCvrTpC2CLy_F0jxz2LzrEaftR0GCDYuWTEuhWCk7bqCsgOqU8w5WfcwhhK1Gqn2ajVSrUYqUoKT0vTu_w8-tPxzrgAfD4AtZ7rxNqmsvQ3aGp-snpWJ_in9v78rs-U</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Jairajpuri, Deeba Shamim</creator><creator>Hussain, Afzal</creator><creator>Nasreen, Khalida</creator><creator>Mohammad, Taj</creator><creator>Anjum, Farah</creator><creator>Tabish Rehman, Md</creator><creator>Mustafa Hasan, Gulam</creator><creator>Alajmi, Mohamed F.</creator><creator>Imtaiyaz Hassan, Md</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20210401</creationdate><title>Identification of natural compounds as potent inhibitors of SARS-CoV-2 main protease using combined docking and molecular dynamics simulations</title><author>Jairajpuri, Deeba Shamim ; Hussain, Afzal ; Nasreen, Khalida ; Mohammad, Taj ; Anjum, Farah ; Tabish Rehman, Md ; Mustafa Hasan, Gulam ; Alajmi, Mohamed F. ; Imtaiyaz Hassan, Md</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c455t-8120afa77c1336545dcfd8ef1ff2a06aab09b8e44e8fea1805d2b46d8782d4243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Drug discovery</topic><topic>Molecular dynamics simulation</topic><topic>Natural compounds</topic><topic>Original</topic><topic>SARS-CoV-2 main protease</topic><topic>Small molecule inhibitors</topic><topic>Virtual high-throughput screening</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jairajpuri, Deeba Shamim</creatorcontrib><creatorcontrib>Hussain, Afzal</creatorcontrib><creatorcontrib>Nasreen, Khalida</creatorcontrib><creatorcontrib>Mohammad, Taj</creatorcontrib><creatorcontrib>Anjum, Farah</creatorcontrib><creatorcontrib>Tabish Rehman, Md</creatorcontrib><creatorcontrib>Mustafa Hasan, Gulam</creatorcontrib><creatorcontrib>Alajmi, Mohamed F.</creatorcontrib><creatorcontrib>Imtaiyaz Hassan, Md</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Saudi journal of biological sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jairajpuri, Deeba Shamim</au><au>Hussain, Afzal</au><au>Nasreen, Khalida</au><au>Mohammad, Taj</au><au>Anjum, Farah</au><au>Tabish Rehman, Md</au><au>Mustafa Hasan, Gulam</au><au>Alajmi, Mohamed F.</au><au>Imtaiyaz Hassan, Md</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of natural compounds as potent inhibitors of SARS-CoV-2 main protease using combined docking and molecular dynamics simulations</atitle><jtitle>Saudi journal of biological sciences</jtitle><addtitle>Saudi J Biol Sci</addtitle><date>2021-04-01</date><risdate>2021</risdate><volume>28</volume><issue>4</issue><spage>2423</spage><epage>2431</epage><pages>2423-2431</pages><issn>1319-562X</issn><eissn>2213-7106</eissn><abstract>Coronavirus disease 2019 (COVID-19) has emerged from China and globally affected the entire population through the human-to-human transmission of a newly emerged virus called severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The genome of SARS-CoV-2 encodes several proteins that are essential for multiplication and pathogenesis. The main protease (Mpro or 3CLpro) of SARS-CoV-2 plays a central role in its pathogenesis and thus is considered as an attractive drug target for the drug design and development of small-molecule inhibitors. We have employed an extensive structure-based high-throughput virtual screening to discover potential natural compounds from the ZINC database which could inhibit the Mpro of SARS-CoV-2. Initially, the hits were selected on the basis of their physicochemical and drug-like properties. Subsequently, the PAINS filter, estimation of binding affinities using molecular docking, and interaction analyses were performed to find safe and potential inhibitors of SARS-CoV-2 Mpro. We have identified ZINC02123811 (1-(3-(2,5,9-trimethyl-7-oxo-3-phenyl-7H-furo[3,2-g]chromen-6-yl)propanoyl)piperidine-4-carboxamide), a natural compound bearing appreciable affinity, efficiency, and specificity towards the binding pocket of SARS-CoV-2 Mpro. The identified compound showed a set of drug-like properties and preferentially binds to the active site of SARS-CoV-2 Mpro. All-atom molecular dynamics (MD) simulations were performed to evaluate the conformational dynamics, stability and interaction mechanism of Mpro with ZINC02123811. MD simulation results indicated that Mpro with ZINC02123811 forms a stable complex throughout the trajectory of 100 ns. These findings suggest that ZINC02123811 may be further exploited as a promising scaffold for the development of potential inhibitors of SARS-CoV-2 Mpro to address COVID-19.</abstract><cop>Saudi Arabia</cop><pub>Elsevier B.V</pub><pmid>33526965</pmid><doi>10.1016/j.sjbs.2021.01.040</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Drug discovery Molecular dynamics simulation Natural compounds Original SARS-CoV-2 main protease Small molecule inhibitors Virtual high-throughput screening |
title | Identification of natural compounds as potent inhibitors of SARS-CoV-2 main protease using combined docking and molecular dynamics simulations |
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