{"title":"基于配体的方法和分子动力学模拟研究设计有效的端粒酶抑制剂。","authors":"Shalini Bajaj, Manikanta Murahari, Mayur Yc","doi":"10.2174/0115701638352883250414054348","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Telomerase is a well-recognised and a promising target for cancer therapy. In this study, we selected ligand-based approaches to design telomerase inhibitors for the develop-ment of potent anticancer agents for future cancer therapy.</p><p><strong>Methods: </strong>To investigate the chemical characteristics required for telomerase inhibitory activity, a ligand-based pharmacophore model of oxadiazole derivatives reported from the available literature was generated using the Schrodinger phase tool. This selected pharmacophore hypothesis is validated by screening a dataset of reported oxadiazole derivatives. The pharmacophore model was selected for virtual screening using ZINCPharmer against the ZINC database. The ZINC database molecules with pharmacophore features similar to the selected pharmacophore model and good fitness score were taken for molecular docking studies. With the pkCSM and SwissADME tools we predicted the pharmacokinetic and toxicity of top ten ZINC database compounds based on docking score, binding interactions and identified two in-silico potential compounds with good absorption, distribution, me-tabolism, and less toxicity. Then both the hit molecules were exposed to molecular dynamic simula-tion integrated with MM-PBSA binding free energy calculations using GROMACS tools.</p><p><strong>Results: </strong>The generated pharmacophore model displayed five features, two hydrophobic and three aro-matic rings. The MM-PBSA calculations exhibited that the free binding energy of selected protein-lig-and complexes were found stable and stabilized with non-polar and van-der walls free energies.</p><p><strong>Conclusion: </strong>Our study suggests that ZINC82107047 and ZINC8839196 can be used as hit molecules for future biological screening and for discovery of safe and potent drugs as telomerase inhibitors for cancer therapy.</p>","PeriodicalId":93962,"journal":{"name":"Current drug discovery technologies","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of Potent Telomerase Inhibitors Using Ligand-based Approaches and Molecular Dynamics Simulations Studies.\",\"authors\":\"Shalini Bajaj, Manikanta Murahari, Mayur Yc\",\"doi\":\"10.2174/0115701638352883250414054348\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Telomerase is a well-recognised and a promising target for cancer therapy. In this study, we selected ligand-based approaches to design telomerase inhibitors for the develop-ment of potent anticancer agents for future cancer therapy.</p><p><strong>Methods: </strong>To investigate the chemical characteristics required for telomerase inhibitory activity, a ligand-based pharmacophore model of oxadiazole derivatives reported from the available literature was generated using the Schrodinger phase tool. This selected pharmacophore hypothesis is validated by screening a dataset of reported oxadiazole derivatives. The pharmacophore model was selected for virtual screening using ZINCPharmer against the ZINC database. The ZINC database molecules with pharmacophore features similar to the selected pharmacophore model and good fitness score were taken for molecular docking studies. With the pkCSM and SwissADME tools we predicted the pharmacokinetic and toxicity of top ten ZINC database compounds based on docking score, binding interactions and identified two in-silico potential compounds with good absorption, distribution, me-tabolism, and less toxicity. Then both the hit molecules were exposed to molecular dynamic simula-tion integrated with MM-PBSA binding free energy calculations using GROMACS tools.</p><p><strong>Results: </strong>The generated pharmacophore model displayed five features, two hydrophobic and three aro-matic rings. The MM-PBSA calculations exhibited that the free binding energy of selected protein-lig-and complexes were found stable and stabilized with non-polar and van-der walls free energies.</p><p><strong>Conclusion: </strong>Our study suggests that ZINC82107047 and ZINC8839196 can be used as hit molecules for future biological screening and for discovery of safe and potent drugs as telomerase inhibitors for cancer therapy.</p>\",\"PeriodicalId\":93962,\"journal\":{\"name\":\"Current drug discovery technologies\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Current drug discovery technologies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2174/0115701638352883250414054348\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current drug discovery technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/0115701638352883250414054348","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design of Potent Telomerase Inhibitors Using Ligand-based Approaches and Molecular Dynamics Simulations Studies.
Background: Telomerase is a well-recognised and a promising target for cancer therapy. In this study, we selected ligand-based approaches to design telomerase inhibitors for the develop-ment of potent anticancer agents for future cancer therapy.
Methods: To investigate the chemical characteristics required for telomerase inhibitory activity, a ligand-based pharmacophore model of oxadiazole derivatives reported from the available literature was generated using the Schrodinger phase tool. This selected pharmacophore hypothesis is validated by screening a dataset of reported oxadiazole derivatives. The pharmacophore model was selected for virtual screening using ZINCPharmer against the ZINC database. The ZINC database molecules with pharmacophore features similar to the selected pharmacophore model and good fitness score were taken for molecular docking studies. With the pkCSM and SwissADME tools we predicted the pharmacokinetic and toxicity of top ten ZINC database compounds based on docking score, binding interactions and identified two in-silico potential compounds with good absorption, distribution, me-tabolism, and less toxicity. Then both the hit molecules were exposed to molecular dynamic simula-tion integrated with MM-PBSA binding free energy calculations using GROMACS tools.
Results: The generated pharmacophore model displayed five features, two hydrophobic and three aro-matic rings. The MM-PBSA calculations exhibited that the free binding energy of selected protein-lig-and complexes were found stable and stabilized with non-polar and van-der walls free energies.
Conclusion: Our study suggests that ZINC82107047 and ZINC8839196 can be used as hit molecules for future biological screening and for discovery of safe and potent drugs as telomerase inhibitors for cancer therapy.