Pharmacophore modeling and virtual screening studies to identify novel selective SIRT2 inhibitors
Sirtuins (SIRTs) are a class of NAD+-dependent protein histone deacetylases (HDACs) that catalyse the reversible deacetylation of lysine residues in the histones or non-histone substrates. Mammalian sirtuins consist of seven isoforms (SIRT1-7), which show different subcellular localizations and enzy...
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Veröffentlicht in: | Journal of molecular graphics & modelling 2019-06, Vol.89, p.60-73 |
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creator | Eren, Gokcen Bruno, Agostino Guntekin-Ergun, Sezen Cetin-Atalay, Rengul Ozgencil, Fikriye Ozkan, Yesim Gozelle, Mahmut Kaya, Selen Gozde Costantino, Gabriele |
description | Sirtuins (SIRTs) are a class of NAD+-dependent protein histone deacetylases (HDACs) that catalyse the reversible deacetylation of lysine residues in the histones or non-histone substrates. Mammalian sirtuins consist of seven isoforms (SIRT1-7), which show different subcellular localizations and enzymatic functions. Among the seven human sirtuins, SIRT2 predominantly located in the cytoplasm but is enriched in the nucleus during mitosis. Its activity has been found to be modulate the pathophysiology of various diseases such as cancer, metabolic and neurodegenerative disorders. Therefore, selective SIRT2 inhibitors are of growing interest as potentially candidate therapeutic agents to treat SIRT2-driven pathologies as well as valuable tools to investigate and define the biological roles of SIRT2. Herein, in order to identify potent leads against SIRT2, a multi-step pharmacophore based-virtual screening campaign was performed and 31 predicted compounds were subjected to in vitro biological evaluation. Finally, compound 2 and 3 showing better SIRT2 inhibition potency were selected for further in vitro cytotoxic assays against a panel of three human cancer cell lines. This study will hopefully provide a basis for developing potent and selective SIRT2 inhibitors.
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•Multi-step pharmacophore based-virtual screening campaign was performed.•31 predicted compounds were subjected to in vitro biological evaluation.•Compound 2 and 3 were found to be effective on SIRT2 activity also exhibiting cell growth inhibition against different cancer cell lines. |
doi_str_mv | 10.1016/j.jmgm.2019.02.014 |
format | Article |
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[Display omitted]
•Multi-step pharmacophore based-virtual screening campaign was performed.•31 predicted compounds were subjected to in vitro biological evaluation.•Compound 2 and 3 were found to be effective on SIRT2 activity also exhibiting cell growth inhibition against different cancer cell lines.</description><identifier>ISSN: 1093-3263</identifier><identifier>EISSN: 1873-4243</identifier><identifier>DOI: 10.1016/j.jmgm.2019.02.014</identifier><identifier>PMID: 30870650</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Antineoplastic Agents - chemistry ; Antineoplastic Agents - pharmacology ; Cell Line ; Computer Simulation ; Dose-Response Relationship, Drug ; Drug Screening Assays, Antitumor ; Histone Deacetylase Inhibitors - chemistry ; Histone Deacetylase Inhibitors - pharmacology ; Humans ; Models, Molecular ; Molecular Conformation ; Molecular Structure ; MTT ; Pharmacophore modeling ; ROC Curve ; SIRT2 ; Sirtuin ; Sirtuin 2 - antagonists & inhibitors ; Sirtuin 2 - chemistry ; Structure-Activity Relationship ; Virtual screening</subject><ispartof>Journal of molecular graphics & modelling, 2019-06, Vol.89, p.60-73</ispartof><rights>2019 Elsevier Inc.</rights><rights>Copyright © 2019 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c422t-d226b7b3c4f33769aa0026229742f5db58f48b8bb1c0ff9da4c6314b48f85db73</citedby><cites>FETCH-LOGICAL-c422t-d226b7b3c4f33769aa0026229742f5db58f48b8bb1c0ff9da4c6314b48f85db73</cites><orcidid>0000-0003-2408-6606</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1093326319300129$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30870650$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Eren, Gokcen</creatorcontrib><creatorcontrib>Bruno, Agostino</creatorcontrib><creatorcontrib>Guntekin-Ergun, Sezen</creatorcontrib><creatorcontrib>Cetin-Atalay, Rengul</creatorcontrib><creatorcontrib>Ozgencil, Fikriye</creatorcontrib><creatorcontrib>Ozkan, Yesim</creatorcontrib><creatorcontrib>Gozelle, Mahmut</creatorcontrib><creatorcontrib>Kaya, Selen Gozde</creatorcontrib><creatorcontrib>Costantino, Gabriele</creatorcontrib><title>Pharmacophore modeling and virtual screening studies to identify novel selective SIRT2 inhibitors</title><title>Journal of molecular graphics & modelling</title><addtitle>J Mol Graph Model</addtitle><description>Sirtuins (SIRTs) are a class of NAD+-dependent protein histone deacetylases (HDACs) that catalyse the reversible deacetylation of lysine residues in the histones or non-histone substrates. Mammalian sirtuins consist of seven isoforms (SIRT1-7), which show different subcellular localizations and enzymatic functions. Among the seven human sirtuins, SIRT2 predominantly located in the cytoplasm but is enriched in the nucleus during mitosis. Its activity has been found to be modulate the pathophysiology of various diseases such as cancer, metabolic and neurodegenerative disorders. Therefore, selective SIRT2 inhibitors are of growing interest as potentially candidate therapeutic agents to treat SIRT2-driven pathologies as well as valuable tools to investigate and define the biological roles of SIRT2. Herein, in order to identify potent leads against SIRT2, a multi-step pharmacophore based-virtual screening campaign was performed and 31 predicted compounds were subjected to in vitro biological evaluation. Finally, compound 2 and 3 showing better SIRT2 inhibition potency were selected for further in vitro cytotoxic assays against a panel of three human cancer cell lines. This study will hopefully provide a basis for developing potent and selective SIRT2 inhibitors.
[Display omitted]
•Multi-step pharmacophore based-virtual screening campaign was performed.•31 predicted compounds were subjected to in vitro biological evaluation.•Compound 2 and 3 were found to be effective on SIRT2 activity also exhibiting cell growth inhibition against different cancer cell lines.</description><subject>Antineoplastic Agents - chemistry</subject><subject>Antineoplastic Agents - pharmacology</subject><subject>Cell Line</subject><subject>Computer Simulation</subject><subject>Dose-Response Relationship, Drug</subject><subject>Drug Screening Assays, Antitumor</subject><subject>Histone Deacetylase Inhibitors - chemistry</subject><subject>Histone Deacetylase Inhibitors - pharmacology</subject><subject>Humans</subject><subject>Models, Molecular</subject><subject>Molecular Conformation</subject><subject>Molecular Structure</subject><subject>MTT</subject><subject>Pharmacophore modeling</subject><subject>ROC Curve</subject><subject>SIRT2</subject><subject>Sirtuin</subject><subject>Sirtuin 2 - antagonists & inhibitors</subject><subject>Sirtuin 2 - chemistry</subject><subject>Structure-Activity Relationship</subject><subject>Virtual screening</subject><issn>1093-3263</issn><issn>1873-4243</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kE1v1DAQhi0EoqXwBzggH7kkjD_WSSQuqCpQqVIr2p4tf4y7XiXxYicr9d_j1RaOnGY088wrzUPIRwYtA6a-7Nrd9DS1HNjQAm-ByVfknPWdaCSX4nXtYRCN4EqckXel7ABA9NC9JWcC-g7UBs6JuduaPBmX9tuUkU7J4xjnJ2pmTw8xL6sZaXEZcT5Oy7L6iIUuiUaP8xLDM53TASuDI7olHpDeX_964DTO22jjknJ5T94EMxb88FIvyOP3q4fLn83N7Y_ry283jZOcL43nXNnOCieDEJ0ajAHgivOhkzxsvN30Qfa2t5Y5CGHwRjolmLSyD31dd-KCfD7l7nP6vWJZ9BSLw3E0M6a1aM4GwZTaDLKi_IS6nErJGPQ-x8nkZ81AH9XqnT6q1Ue1GriuauvRp5f81U7o_538dVmBrycA65eHiFkXF3F26GOubrRP8X_5fwC7JouB</recordid><startdate>201906</startdate><enddate>201906</enddate><creator>Eren, Gokcen</creator><creator>Bruno, Agostino</creator><creator>Guntekin-Ergun, Sezen</creator><creator>Cetin-Atalay, Rengul</creator><creator>Ozgencil, Fikriye</creator><creator>Ozkan, Yesim</creator><creator>Gozelle, Mahmut</creator><creator>Kaya, Selen Gozde</creator><creator>Costantino, Gabriele</creator><general>Elsevier Inc</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><orcidid>https://orcid.org/0000-0003-2408-6606</orcidid></search><sort><creationdate>201906</creationdate><title>Pharmacophore modeling and virtual screening studies to identify novel selective SIRT2 inhibitors</title><author>Eren, Gokcen ; Bruno, Agostino ; Guntekin-Ergun, Sezen ; Cetin-Atalay, Rengul ; Ozgencil, Fikriye ; Ozkan, Yesim ; Gozelle, Mahmut ; Kaya, Selen Gozde ; Costantino, Gabriele</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c422t-d226b7b3c4f33769aa0026229742f5db58f48b8bb1c0ff9da4c6314b48f85db73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Antineoplastic Agents - chemistry</topic><topic>Antineoplastic Agents - pharmacology</topic><topic>Cell Line</topic><topic>Computer Simulation</topic><topic>Dose-Response Relationship, Drug</topic><topic>Drug Screening Assays, Antitumor</topic><topic>Histone Deacetylase Inhibitors - chemistry</topic><topic>Histone Deacetylase Inhibitors - pharmacology</topic><topic>Humans</topic><topic>Models, Molecular</topic><topic>Molecular Conformation</topic><topic>Molecular Structure</topic><topic>MTT</topic><topic>Pharmacophore modeling</topic><topic>ROC Curve</topic><topic>SIRT2</topic><topic>Sirtuin</topic><topic>Sirtuin 2 - antagonists & inhibitors</topic><topic>Sirtuin 2 - chemistry</topic><topic>Structure-Activity Relationship</topic><topic>Virtual screening</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Eren, Gokcen</creatorcontrib><creatorcontrib>Bruno, Agostino</creatorcontrib><creatorcontrib>Guntekin-Ergun, Sezen</creatorcontrib><creatorcontrib>Cetin-Atalay, Rengul</creatorcontrib><creatorcontrib>Ozgencil, Fikriye</creatorcontrib><creatorcontrib>Ozkan, Yesim</creatorcontrib><creatorcontrib>Gozelle, Mahmut</creatorcontrib><creatorcontrib>Kaya, Selen Gozde</creatorcontrib><creatorcontrib>Costantino, Gabriele</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>Journal of molecular graphics & modelling</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Eren, Gokcen</au><au>Bruno, Agostino</au><au>Guntekin-Ergun, Sezen</au><au>Cetin-Atalay, Rengul</au><au>Ozgencil, Fikriye</au><au>Ozkan, Yesim</au><au>Gozelle, Mahmut</au><au>Kaya, Selen Gozde</au><au>Costantino, Gabriele</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pharmacophore modeling and virtual screening studies to identify novel selective SIRT2 inhibitors</atitle><jtitle>Journal of molecular graphics & modelling</jtitle><addtitle>J Mol Graph Model</addtitle><date>2019-06</date><risdate>2019</risdate><volume>89</volume><spage>60</spage><epage>73</epage><pages>60-73</pages><issn>1093-3263</issn><eissn>1873-4243</eissn><abstract>Sirtuins (SIRTs) are a class of NAD+-dependent protein histone deacetylases (HDACs) that catalyse the reversible deacetylation of lysine residues in the histones or non-histone substrates. Mammalian sirtuins consist of seven isoforms (SIRT1-7), which show different subcellular localizations and enzymatic functions. Among the seven human sirtuins, SIRT2 predominantly located in the cytoplasm but is enriched in the nucleus during mitosis. Its activity has been found to be modulate the pathophysiology of various diseases such as cancer, metabolic and neurodegenerative disorders. Therefore, selective SIRT2 inhibitors are of growing interest as potentially candidate therapeutic agents to treat SIRT2-driven pathologies as well as valuable tools to investigate and define the biological roles of SIRT2. Herein, in order to identify potent leads against SIRT2, a multi-step pharmacophore based-virtual screening campaign was performed and 31 predicted compounds were subjected to in vitro biological evaluation. Finally, compound 2 and 3 showing better SIRT2 inhibition potency were selected for further in vitro cytotoxic assays against a panel of three human cancer cell lines. This study will hopefully provide a basis for developing potent and selective SIRT2 inhibitors.
[Display omitted]
•Multi-step pharmacophore based-virtual screening campaign was performed.•31 predicted compounds were subjected to in vitro biological evaluation.•Compound 2 and 3 were found to be effective on SIRT2 activity also exhibiting cell growth inhibition against different cancer cell lines.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>30870650</pmid><doi>10.1016/j.jmgm.2019.02.014</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-2408-6606</orcidid></addata></record> |
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subjects | Antineoplastic Agents - chemistry Antineoplastic Agents - pharmacology Cell Line Computer Simulation Dose-Response Relationship, Drug Drug Screening Assays, Antitumor Histone Deacetylase Inhibitors - chemistry Histone Deacetylase Inhibitors - pharmacology Humans Models, Molecular Molecular Conformation Molecular Structure MTT Pharmacophore modeling ROC Curve SIRT2 Sirtuin Sirtuin 2 - antagonists & inhibitors Sirtuin 2 - chemistry Structure-Activity Relationship Virtual screening |
title | Pharmacophore modeling and virtual screening studies to identify novel selective SIRT2 inhibitors |
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