Pharmacophore-guided in-silico discovery of SIRT1 inhibitors for targeted cancer therapy
Epigenetic modifier, Sirtuin (SIRTs) is a family of seven isoforms (SIRT1‐7) and nicotinamide adenine dinucleotide (NAD+) dependent class III histone deacetylase (HDACs) protein. SIRT1 in association with the p53 protein can regulate crucial cell processes such as glucose metabolism, lipid metabolis...
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description | Epigenetic modifier, Sirtuin (SIRTs) is a family of seven isoforms (SIRT1‐7) and nicotinamide adenine dinucleotide (NAD+) dependent class III histone deacetylase (HDACs) protein. SIRT1 in association with the p53 protein can regulate crucial cell processes such as glucose metabolism, lipid metabolism, mitochondrial biogenesis, DNA repair, oxidative stress, apoptosis, and inflammation through the process of deacetylation. When SIRT1 deacetylates p53, it loses its tumor suppression property. To promote apoptosis and decrease cell proliferation by inhibiting SIRT1 protein and ultimately raising the acetylation of p53 to regain its tumor suppressor function. Though we have many SIRT1 protein inhibitors, they exhibited off-target effects and inefficiency at the clinical trial stage. This study has been executed to identify more potentially effective and reliable SIRT1 inhibitors that can perform better than the existing options. To do so, pharmacophore-based screening of compound libraries followed by virtual screening, pharmacokinetic, drug-likeness, and toxicity studies were conducted which gave 42 compounds to evaluate further. Subsequently, exhaustive molecular docking and molecular dynamics simulation predicted four potential hits to inhibit the SIRT1 protein better than the reference compound. Further studies such as principal components analysis, free energy landscape, and estimation of binding free energy were done which concluded Hit4 (PubChem ID: 55753455) to be a novel and potent SIRT1 small molecule inhibitor among the others. The total binding free energy for Hit4 was found to be −44.68 kcal/mol much better than the reference complex i.e., −29.38 kcal/mol.
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•SIRT1 in association with the p53 protein can regulate cellular activities through the process of deacetylation.•Pharmacophore-based screening of compound libraries followed by virtual screening and ADMET studies were conducted.•Molecular docking, MDS, PCA, FEL, and MMPBSA concluded that the Hit4 is a novel and potent SIRT1 selective small molecule inhibitor. |
doi_str_mv | 10.1016/j.compbiolchem.2024.108275 |
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[Display omitted]
•SIRT1 in association with the p53 protein can regulate cellular activities through the process of deacetylation.•Pharmacophore-based screening of compound libraries followed by virtual screening and ADMET studies were conducted.•Molecular docking, MDS, PCA, FEL, and MMPBSA concluded that the Hit4 is a novel and potent SIRT1 selective small molecule inhibitor.</description><identifier>ISSN: 1476-9271</identifier><identifier>ISSN: 1476-928X</identifier><identifier>EISSN: 1476-928X</identifier><identifier>DOI: 10.1016/j.compbiolchem.2024.108275</identifier><identifier>PMID: 39546858</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Anticancer ; Antineoplastic Agents - chemistry ; Antineoplastic Agents - pharmacology ; Deacetylation ; Drug Discovery ; Epigenetic modification ; Histone Deacetylase Inhibitors - chemistry ; Histone Deacetylase Inhibitors - pharmacology ; Humans ; Molecular docking ; Molecular Docking Simulation ; Molecular Dynamics Simulation ; Molecular Structure ; Neoplasms - drug therapy ; Neoplasms - metabolism ; Neoplasms - pathology ; Pharmacophore ; Sirtuin ; Sirtuin 1 - antagonists & inhibitors ; Sirtuin 1 - metabolism</subject><ispartof>Computational biology and chemistry, 2024-12, Vol.113, p.108275, Article 108275</ispartof><rights>2024 Elsevier Ltd</rights><rights>Copyright © 2024 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c253t-a175eec1aaed5aeb09700d9c8f47bebe89020205259b5513cf90a9a6232702843</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.compbiolchem.2024.108275$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39546858$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sharma, Deepak</creatorcontrib><creatorcontrib>Muniyan, Rajiniraja</creatorcontrib><title>Pharmacophore-guided in-silico discovery of SIRT1 inhibitors for targeted cancer therapy</title><title>Computational biology and chemistry</title><addtitle>Comput Biol Chem</addtitle><description>Epigenetic modifier, Sirtuin (SIRTs) is a family of seven isoforms (SIRT1‐7) and nicotinamide adenine dinucleotide (NAD+) dependent class III histone deacetylase (HDACs) protein. SIRT1 in association with the p53 protein can regulate crucial cell processes such as glucose metabolism, lipid metabolism, mitochondrial biogenesis, DNA repair, oxidative stress, apoptosis, and inflammation through the process of deacetylation. When SIRT1 deacetylates p53, it loses its tumor suppression property. To promote apoptosis and decrease cell proliferation by inhibiting SIRT1 protein and ultimately raising the acetylation of p53 to regain its tumor suppressor function. Though we have many SIRT1 protein inhibitors, they exhibited off-target effects and inefficiency at the clinical trial stage. This study has been executed to identify more potentially effective and reliable SIRT1 inhibitors that can perform better than the existing options. To do so, pharmacophore-based screening of compound libraries followed by virtual screening, pharmacokinetic, drug-likeness, and toxicity studies were conducted which gave 42 compounds to evaluate further. Subsequently, exhaustive molecular docking and molecular dynamics simulation predicted four potential hits to inhibit the SIRT1 protein better than the reference compound. Further studies such as principal components analysis, free energy landscape, and estimation of binding free energy were done which concluded Hit4 (PubChem ID: 55753455) to be a novel and potent SIRT1 small molecule inhibitor among the others. The total binding free energy for Hit4 was found to be −44.68 kcal/mol much better than the reference complex i.e., −29.38 kcal/mol.
[Display omitted]
•SIRT1 in association with the p53 protein can regulate cellular activities through the process of deacetylation.•Pharmacophore-based screening of compound libraries followed by virtual screening and ADMET studies were conducted.•Molecular docking, MDS, PCA, FEL, and MMPBSA concluded that the Hit4 is a novel and potent SIRT1 selective small molecule inhibitor.</description><subject>Anticancer</subject><subject>Antineoplastic Agents - chemistry</subject><subject>Antineoplastic Agents - pharmacology</subject><subject>Deacetylation</subject><subject>Drug Discovery</subject><subject>Epigenetic modification</subject><subject>Histone Deacetylase Inhibitors - chemistry</subject><subject>Histone Deacetylase Inhibitors - pharmacology</subject><subject>Humans</subject><subject>Molecular docking</subject><subject>Molecular Docking Simulation</subject><subject>Molecular Dynamics Simulation</subject><subject>Molecular Structure</subject><subject>Neoplasms - drug therapy</subject><subject>Neoplasms - metabolism</subject><subject>Neoplasms - pathology</subject><subject>Pharmacophore</subject><subject>Sirtuin</subject><subject>Sirtuin 1 - antagonists & inhibitors</subject><subject>Sirtuin 1 - metabolism</subject><issn>1476-9271</issn><issn>1476-928X</issn><issn>1476-928X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkMtOwzAQRS0EolD4BRSxYpMyduLGZofKqxISiIfEznKcCXGV1MFOK_XvMSoglqxmRnPvPA4hpxQmFOj0fDExrutL61rTYDdhwPLYEKzgO-SA5sU0lUy87f7mBR2RwxAWACwD4PtklEmeTwUXB-TtsdG-08b1jfOYvq9shVVil2mwrTUuqWwwbo1-k7g6eZ4_vdDYbGxpB-dDUjufDNq_4xBNRi8NxrpBr_vNEdmrdRvw-DuOyevN9cvsLr1_uJ3PLu9Tw3g2pJoWHNFQrbHiGkuQBUAljajzosQShYT4H3DGZck5zUwtQUs9ZRkrgIk8G5Oz7dzeu48VhkF18WRsW71Etwoqo0xIAYxClF5spca7EDzWqve2036jKKgvsmqh_pJVX2TVlmw0n3zvWZUdVr_WH5RRcLUVYPx2bdGrYCxGJJX1aAZVOfufPZ8K8JFX</recordid><startdate>202412</startdate><enddate>202412</enddate><creator>Sharma, Deepak</creator><creator>Muniyan, Rajiniraja</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></search><sort><creationdate>202412</creationdate><title>Pharmacophore-guided in-silico discovery of SIRT1 inhibitors for targeted cancer therapy</title><author>Sharma, Deepak ; Muniyan, Rajiniraja</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c253t-a175eec1aaed5aeb09700d9c8f47bebe89020205259b5513cf90a9a6232702843</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Anticancer</topic><topic>Antineoplastic Agents - chemistry</topic><topic>Antineoplastic Agents - pharmacology</topic><topic>Deacetylation</topic><topic>Drug Discovery</topic><topic>Epigenetic modification</topic><topic>Histone Deacetylase Inhibitors - chemistry</topic><topic>Histone Deacetylase Inhibitors - pharmacology</topic><topic>Humans</topic><topic>Molecular docking</topic><topic>Molecular Docking Simulation</topic><topic>Molecular Dynamics Simulation</topic><topic>Molecular Structure</topic><topic>Neoplasms - drug therapy</topic><topic>Neoplasms - metabolism</topic><topic>Neoplasms - pathology</topic><topic>Pharmacophore</topic><topic>Sirtuin</topic><topic>Sirtuin 1 - antagonists & inhibitors</topic><topic>Sirtuin 1 - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sharma, Deepak</creatorcontrib><creatorcontrib>Muniyan, Rajiniraja</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><jtitle>Computational biology and chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sharma, Deepak</au><au>Muniyan, Rajiniraja</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pharmacophore-guided in-silico discovery of SIRT1 inhibitors for targeted cancer therapy</atitle><jtitle>Computational biology and chemistry</jtitle><addtitle>Comput Biol Chem</addtitle><date>2024-12</date><risdate>2024</risdate><volume>113</volume><spage>108275</spage><pages>108275-</pages><artnum>108275</artnum><issn>1476-9271</issn><issn>1476-928X</issn><eissn>1476-928X</eissn><abstract>Epigenetic modifier, Sirtuin (SIRTs) is a family of seven isoforms (SIRT1‐7) and nicotinamide adenine dinucleotide (NAD+) dependent class III histone deacetylase (HDACs) protein. SIRT1 in association with the p53 protein can regulate crucial cell processes such as glucose metabolism, lipid metabolism, mitochondrial biogenesis, DNA repair, oxidative stress, apoptosis, and inflammation through the process of deacetylation. When SIRT1 deacetylates p53, it loses its tumor suppression property. To promote apoptosis and decrease cell proliferation by inhibiting SIRT1 protein and ultimately raising the acetylation of p53 to regain its tumor suppressor function. Though we have many SIRT1 protein inhibitors, they exhibited off-target effects and inefficiency at the clinical trial stage. This study has been executed to identify more potentially effective and reliable SIRT1 inhibitors that can perform better than the existing options. To do so, pharmacophore-based screening of compound libraries followed by virtual screening, pharmacokinetic, drug-likeness, and toxicity studies were conducted which gave 42 compounds to evaluate further. Subsequently, exhaustive molecular docking and molecular dynamics simulation predicted four potential hits to inhibit the SIRT1 protein better than the reference compound. Further studies such as principal components analysis, free energy landscape, and estimation of binding free energy were done which concluded Hit4 (PubChem ID: 55753455) to be a novel and potent SIRT1 small molecule inhibitor among the others. The total binding free energy for Hit4 was found to be −44.68 kcal/mol much better than the reference complex i.e., −29.38 kcal/mol.
[Display omitted]
•SIRT1 in association with the p53 protein can regulate cellular activities through the process of deacetylation.•Pharmacophore-based screening of compound libraries followed by virtual screening and ADMET studies were conducted.•Molecular docking, MDS, PCA, FEL, and MMPBSA concluded that the Hit4 is a novel and potent SIRT1 selective small molecule inhibitor.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>39546858</pmid><doi>10.1016/j.compbiolchem.2024.108275</doi></addata></record> |
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subjects | Anticancer Antineoplastic Agents - chemistry Antineoplastic Agents - pharmacology Deacetylation Drug Discovery Epigenetic modification Histone Deacetylase Inhibitors - chemistry Histone Deacetylase Inhibitors - pharmacology Humans Molecular docking Molecular Docking Simulation Molecular Dynamics Simulation Molecular Structure Neoplasms - drug therapy Neoplasms - metabolism Neoplasms - pathology Pharmacophore Sirtuin Sirtuin 1 - antagonists & inhibitors Sirtuin 1 - metabolism |
title | Pharmacophore-guided in-silico discovery of SIRT1 inhibitors for targeted cancer therapy |
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