Shalaka R Patki, Shyam Sundar P, Arehelli S Manjappa, Alagarsamy Veerachamy, Murugesan Sankaranarayanan, Mohammed Muzaffar-Ur-Rehman, Ahmad Salawi, Sunil T Galatage, John I Disouza, Vinyas Mayasa
{"title":"抑制信号转导和转录激活因子5A (STAT5A)二聚化的活性植物化学物质的鉴定用于前列腺癌治疗:一个计算机方法。","authors":"Shalaka R Patki, Shyam Sundar P, Arehelli S Manjappa, Alagarsamy Veerachamy, Murugesan Sankaranarayanan, Mohammed Muzaffar-Ur-Rehman, Ahmad Salawi, Sunil T Galatage, John I Disouza, Vinyas Mayasa","doi":"10.2174/0118715206367609250329195533","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The Src Homology 2 (SH2) domain, the most conserved region of STAT5a/b (aa 573- 712), is crucial for receptor-specific recruitment and STAT5 dimerization, making it a therapeutic target in prostate cancer (PCa).</p><p><strong>Objectives: </strong>This study explored the SH2 domain of STAT5a and carried out the identification of natural STAT5a inhibitors.</p><p><strong>Methods: </strong>Using template-based homology modeling, we constructed the structure of human STAT5a (VP1P) and compared it with its 3D crystal of the STAT5a protein obtained from the RCSB database and the model generated by the AlphaFold database. In this study, we carried out molecular docking studies using AutoDock Vina on the top 500 natural compounds identified through a pharmacophore search of the ZINC database using ZINCPharmer. Furthermore, the top ten compounds with the highest binding energies were evaluated for their drug-likeness and ADMET properties using SWISS ADME and ProTox-II, followed by 100 ns molecular dynamics (MD) simulations using the Desmond module of the Schrodinger suite.</p><p><strong>Results: </strong>Docking studies revealed Pedunculagin (-10.5 kcal/mol), Folic acid (-10.1 kcal/mol), Chebulinic acid (- 10.0 kcal/mol), Chebulagic acid (-9.8 kcal/mol), and Oleandrin (-9.8 kcal/mol) as the top candidates, compared to the STAT5 inhibitor (Phase-II Clinical Trial) (-8.5 kcal/mol). ADMET analysis confirmed their safety profiles. MD simulations showed stable protein-ligand complexes, with all compounds interacting with the conserved Arg638 residue at the active site, similar to the STAT5 inhibitor.</p><p><strong>Conclusion: </strong>Pedunculagin demonstrated the strongest binding energy and stability, making it a promising candidate for further development as a novel lead compound to disrupt STAT5a/b dimerization in PCa therapy.</p>","PeriodicalId":7934,"journal":{"name":"Anti-cancer agents in medicinal chemistry","volume":" ","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Identification of Active Phytochemicals to Inhibit Signal Transducer and Activator of Transcription 5A (STAT5A) Dimerization for Prostate Cancer Therapy: An In Silico Approach.\",\"authors\":\"Shalaka R Patki, Shyam Sundar P, Arehelli S Manjappa, Alagarsamy Veerachamy, Murugesan Sankaranarayanan, Mohammed Muzaffar-Ur-Rehman, Ahmad Salawi, Sunil T Galatage, John I Disouza, Vinyas Mayasa\",\"doi\":\"10.2174/0118715206367609250329195533\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The Src Homology 2 (SH2) domain, the most conserved region of STAT5a/b (aa 573- 712), is crucial for receptor-specific recruitment and STAT5 dimerization, making it a therapeutic target in prostate cancer (PCa).</p><p><strong>Objectives: </strong>This study explored the SH2 domain of STAT5a and carried out the identification of natural STAT5a inhibitors.</p><p><strong>Methods: </strong>Using template-based homology modeling, we constructed the structure of human STAT5a (VP1P) and compared it with its 3D crystal of the STAT5a protein obtained from the RCSB database and the model generated by the AlphaFold database. In this study, we carried out molecular docking studies using AutoDock Vina on the top 500 natural compounds identified through a pharmacophore search of the ZINC database using ZINCPharmer. Furthermore, the top ten compounds with the highest binding energies were evaluated for their drug-likeness and ADMET properties using SWISS ADME and ProTox-II, followed by 100 ns molecular dynamics (MD) simulations using the Desmond module of the Schrodinger suite.</p><p><strong>Results: </strong>Docking studies revealed Pedunculagin (-10.5 kcal/mol), Folic acid (-10.1 kcal/mol), Chebulinic acid (- 10.0 kcal/mol), Chebulagic acid (-9.8 kcal/mol), and Oleandrin (-9.8 kcal/mol) as the top candidates, compared to the STAT5 inhibitor (Phase-II Clinical Trial) (-8.5 kcal/mol). ADMET analysis confirmed their safety profiles. MD simulations showed stable protein-ligand complexes, with all compounds interacting with the conserved Arg638 residue at the active site, similar to the STAT5 inhibitor.</p><p><strong>Conclusion: </strong>Pedunculagin demonstrated the strongest binding energy and stability, making it a promising candidate for further development as a novel lead compound to disrupt STAT5a/b dimerization in PCa therapy.</p>\",\"PeriodicalId\":7934,\"journal\":{\"name\":\"Anti-cancer agents in medicinal chemistry\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Anti-cancer agents in medicinal chemistry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.2174/0118715206367609250329195533\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"CHEMISTRY, MEDICINAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Anti-cancer agents in medicinal chemistry","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2174/0118715206367609250329195533","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CHEMISTRY, MEDICINAL","Score":null,"Total":0}
Identification of Active Phytochemicals to Inhibit Signal Transducer and Activator of Transcription 5A (STAT5A) Dimerization for Prostate Cancer Therapy: An In Silico Approach.
Background: The Src Homology 2 (SH2) domain, the most conserved region of STAT5a/b (aa 573- 712), is crucial for receptor-specific recruitment and STAT5 dimerization, making it a therapeutic target in prostate cancer (PCa).
Objectives: This study explored the SH2 domain of STAT5a and carried out the identification of natural STAT5a inhibitors.
Methods: Using template-based homology modeling, we constructed the structure of human STAT5a (VP1P) and compared it with its 3D crystal of the STAT5a protein obtained from the RCSB database and the model generated by the AlphaFold database. In this study, we carried out molecular docking studies using AutoDock Vina on the top 500 natural compounds identified through a pharmacophore search of the ZINC database using ZINCPharmer. Furthermore, the top ten compounds with the highest binding energies were evaluated for their drug-likeness and ADMET properties using SWISS ADME and ProTox-II, followed by 100 ns molecular dynamics (MD) simulations using the Desmond module of the Schrodinger suite.
Results: Docking studies revealed Pedunculagin (-10.5 kcal/mol), Folic acid (-10.1 kcal/mol), Chebulinic acid (- 10.0 kcal/mol), Chebulagic acid (-9.8 kcal/mol), and Oleandrin (-9.8 kcal/mol) as the top candidates, compared to the STAT5 inhibitor (Phase-II Clinical Trial) (-8.5 kcal/mol). ADMET analysis confirmed their safety profiles. MD simulations showed stable protein-ligand complexes, with all compounds interacting with the conserved Arg638 residue at the active site, similar to the STAT5 inhibitor.
Conclusion: Pedunculagin demonstrated the strongest binding energy and stability, making it a promising candidate for further development as a novel lead compound to disrupt STAT5a/b dimerization in PCa therapy.
期刊介绍:
Formerly: Current Medicinal Chemistry - Anti-Cancer Agents.
Anti-Cancer Agents in Medicinal Chemistry aims to cover all the latest and outstanding developments in medicinal chemistry and rational drug design for the discovery of anti-cancer agents.
Each issue contains a series of timely in-depth reviews and guest edited issues written by leaders in the field covering a range of current topics in cancer medicinal chemistry. The journal only considers high quality research papers for publication.
Anti-Cancer Agents in Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments in cancer drug discovery.