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In silico approach: biological prediction of nordentatin derivatives as anticancer agent inhibitors in the cAMP pathway
A combination of computational techniques has been carried out to predict the binding of nordentatin derivatives based on pyranocoumarin semi-synthesis with the target protein from the expression of the PDE4B gene. The inhibition of the cAMP pathway is the main target of anti-cancer drugs, which is...
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Published in: | RSC advances 2020-11, Vol.10 (70), p.42733-42743 |
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description | A combination of computational techniques has been carried out to predict the binding of nordentatin derivatives based on pyranocoumarin semi-synthesis with the target protein from the expression of the PDE4B gene. The inhibition of the cAMP pathway is the main target of anti-cancer drugs, which is responsible for uncontrolled cell division in cancer. Modeling was done using a combination of semi-empirical methods and the density functional theory (PM3-DFT/6-31G*/B3LYP) to obtain the optimal structure of a small ligand that could be modeled. Studies on the interaction of the ligands and amino acid residues on protein targets were carried out using a combination of molecular docking and molecular dynamic simulation. Molecular docking based on functional grid scores showed a very good native ligand pose with an RMSD of 0.93 Å in determining the initial coordinates of the ligand-receptor interactions. Furthermore, the amino acid residues responsible for interaction through H-bonds were Tyr103, His104, His177, Met217, and Gln313. The binding free energy (kcal mol
) results of the candidates were PS-1 (-36.84 ± 0.31), PS-2 (-35.34 ± 0.28), PS-3 (-26.65 ± 0.30), PS-5 (-42.66 ± 0.26), PS-7 (-35.33 ± 0.23), and PS-9 (-32.57 ± 0.20), which are smaller than that of the native ligand Z72 (-24.20 ± 0.19), and thus these have good potential as drugs that can inhibit the cAMP pathway. These results provide theoretical information for the efficient inhibition of the cAMP pathway in the future. |
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) results of the candidates were PS-1 (-36.84 ± 0.31), PS-2 (-35.34 ± 0.28), PS-3 (-26.65 ± 0.30), PS-5 (-42.66 ± 0.26), PS-7 (-35.33 ± 0.23), and PS-9 (-32.57 ± 0.20), which are smaller than that of the native ligand Z72 (-24.20 ± 0.19), and thus these have good potential as drugs that can inhibit the cAMP pathway. These results provide theoretical information for the efficient inhibition of the cAMP pathway in the future.</description><identifier>ISSN: 2046-2069</identifier><identifier>EISSN: 2046-2069</identifier><identifier>DOI: 10.1039/d0ra07838g</identifier><identifier>PMID: 35514899</identifier><language>eng</language><publisher>England: Royal Society of Chemistry</publisher><subject>Anticancer properties ; Binding ; Cell division ; Chemistry ; Density functional theory ; Derivatives ; Drugs ; Free energy ; Gene expression ; Ligands ; Molecular docking ; Molecular dynamics ; Proteins ; Residues</subject><ispartof>RSC advances, 2020-11, Vol.10 (70), p.42733-42743</ispartof><rights>This journal is © The Royal Society of Chemistry.</rights><rights>Copyright Royal Society of Chemistry 2020</rights><rights>This journal is © The Royal Society of Chemistry 2020 The Royal Society of Chemistry</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c370t-1869b098bbb94896c0b606198f9bdd229f576b868ff9ba2cbeedbf7049fbb11e3</citedby><cites>FETCH-LOGICAL-c370t-1869b098bbb94896c0b606198f9bdd229f576b868ff9ba2cbeedbf7049fbb11e3</cites><orcidid>0000-0002-2767-6006</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058016/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9058016/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35514899$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Abdjan, Muhammad Ikhlas</creatorcontrib><creatorcontrib>Aminah, Nanik Siti</creatorcontrib><creatorcontrib>Siswanto, Imam</creatorcontrib><creatorcontrib>Thant, Tin Myo</creatorcontrib><creatorcontrib>Kristanti, Alfinda Novi</creatorcontrib><creatorcontrib>Takaya, Yoshiaki</creatorcontrib><title>In silico approach: biological prediction of nordentatin derivatives as anticancer agent inhibitors in the cAMP pathway</title><title>RSC advances</title><addtitle>RSC Adv</addtitle><description>A combination of computational techniques has been carried out to predict the binding of nordentatin derivatives based on pyranocoumarin semi-synthesis with the target protein from the expression of the PDE4B gene. The inhibition of the cAMP pathway is the main target of anti-cancer drugs, which is responsible for uncontrolled cell division in cancer. Modeling was done using a combination of semi-empirical methods and the density functional theory (PM3-DFT/6-31G*/B3LYP) to obtain the optimal structure of a small ligand that could be modeled. Studies on the interaction of the ligands and amino acid residues on protein targets were carried out using a combination of molecular docking and molecular dynamic simulation. Molecular docking based on functional grid scores showed a very good native ligand pose with an RMSD of 0.93 Å in determining the initial coordinates of the ligand-receptor interactions. Furthermore, the amino acid residues responsible for interaction through H-bonds were Tyr103, His104, His177, Met217, and Gln313. The binding free energy (kcal mol
) results of the candidates were PS-1 (-36.84 ± 0.31), PS-2 (-35.34 ± 0.28), PS-3 (-26.65 ± 0.30), PS-5 (-42.66 ± 0.26), PS-7 (-35.33 ± 0.23), and PS-9 (-32.57 ± 0.20), which are smaller than that of the native ligand Z72 (-24.20 ± 0.19), and thus these have good potential as drugs that can inhibit the cAMP pathway. These results provide theoretical information for the efficient inhibition of the cAMP pathway in the future.</description><subject>Anticancer properties</subject><subject>Binding</subject><subject>Cell division</subject><subject>Chemistry</subject><subject>Density functional theory</subject><subject>Derivatives</subject><subject>Drugs</subject><subject>Free energy</subject><subject>Gene expression</subject><subject>Ligands</subject><subject>Molecular docking</subject><subject>Molecular dynamics</subject><subject>Proteins</subject><subject>Residues</subject><issn>2046-2069</issn><issn>2046-2069</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNpdkV1rHCEYhaWkNCHNTX9AEXoTAtu8OjuO5iKwbPMFG1JKey3qODsuszpRd5f8-5omDUlE8KDPezhyEPpC4DuBSpy2EBU0vOLLD-iAwpRNKDCx90rvo6OUVlAWqwll5BPar-qaTLkQB2h343FygzMBq3GMQZn-DGsXhrB0Rg14jLZ1JrvgceiwD7G1PqvsPG5tdNuitjZhVbbPZcAbG7FaFgY73zvtcoipSJx7i83s9iceVe536uEz-tipIdmj5_MQ_bm8-D2_nizurm7ms8XEVA3kCeFMaBBcay1KYGZAM2BE8E7otqVUdHXDNGe8KxeKGm1tq7sGpqLTmhBbHaLzJ99xo9e2NSVZVIMco1ur-CCDcvLti3e9XIatFFBzIKwYHD8bxHC_sSnLtUvGDoPyNmySpIwR4LQSTUG_vUNXYRN9-Z6kU9YIQapaFOrkiTIxpBRt9xKGgHysVP6AX7N_lV4V-Ovr-C_o_wKrv_9lnsI</recordid><startdate>20201125</startdate><enddate>20201125</enddate><creator>Abdjan, Muhammad Ikhlas</creator><creator>Aminah, Nanik Siti</creator><creator>Siswanto, Imam</creator><creator>Thant, Tin Myo</creator><creator>Kristanti, Alfinda Novi</creator><creator>Takaya, Yoshiaki</creator><general>Royal Society of Chemistry</general><general>The Royal Society of Chemistry</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-2767-6006</orcidid></search><sort><creationdate>20201125</creationdate><title>In silico approach: biological prediction of nordentatin derivatives as anticancer agent inhibitors in the cAMP pathway</title><author>Abdjan, Muhammad Ikhlas ; Aminah, Nanik Siti ; Siswanto, Imam ; Thant, Tin Myo ; Kristanti, Alfinda Novi ; Takaya, Yoshiaki</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c370t-1869b098bbb94896c0b606198f9bdd229f576b868ff9ba2cbeedbf7049fbb11e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Anticancer properties</topic><topic>Binding</topic><topic>Cell division</topic><topic>Chemistry</topic><topic>Density functional theory</topic><topic>Derivatives</topic><topic>Drugs</topic><topic>Free energy</topic><topic>Gene expression</topic><topic>Ligands</topic><topic>Molecular docking</topic><topic>Molecular dynamics</topic><topic>Proteins</topic><topic>Residues</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Abdjan, Muhammad Ikhlas</creatorcontrib><creatorcontrib>Aminah, Nanik Siti</creatorcontrib><creatorcontrib>Siswanto, Imam</creatorcontrib><creatorcontrib>Thant, Tin Myo</creatorcontrib><creatorcontrib>Kristanti, Alfinda Novi</creatorcontrib><creatorcontrib>Takaya, Yoshiaki</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>RSC advances</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Abdjan, Muhammad Ikhlas</au><au>Aminah, Nanik Siti</au><au>Siswanto, Imam</au><au>Thant, Tin Myo</au><au>Kristanti, Alfinda Novi</au><au>Takaya, Yoshiaki</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>In silico approach: biological prediction of nordentatin derivatives as anticancer agent inhibitors in the cAMP pathway</atitle><jtitle>RSC advances</jtitle><addtitle>RSC Adv</addtitle><date>2020-11-25</date><risdate>2020</risdate><volume>10</volume><issue>70</issue><spage>42733</spage><epage>42743</epage><pages>42733-42743</pages><issn>2046-2069</issn><eissn>2046-2069</eissn><abstract>A combination of computational techniques has been carried out to predict the binding of nordentatin derivatives based on pyranocoumarin semi-synthesis with the target protein from the expression of the PDE4B gene. 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) results of the candidates were PS-1 (-36.84 ± 0.31), PS-2 (-35.34 ± 0.28), PS-3 (-26.65 ± 0.30), PS-5 (-42.66 ± 0.26), PS-7 (-35.33 ± 0.23), and PS-9 (-32.57 ± 0.20), which are smaller than that of the native ligand Z72 (-24.20 ± 0.19), and thus these have good potential as drugs that can inhibit the cAMP pathway. These results provide theoretical information for the efficient inhibition of the cAMP pathway in the future.</abstract><cop>England</cop><pub>Royal Society of Chemistry</pub><pmid>35514899</pmid><doi>10.1039/d0ra07838g</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-2767-6006</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Anticancer properties Binding Cell division Chemistry Density functional theory Derivatives Drugs Free energy Gene expression Ligands Molecular docking Molecular dynamics Proteins Residues |
title | In silico approach: biological prediction of nordentatin derivatives as anticancer agent inhibitors in the cAMP pathway |
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