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Ligand-based Pharmacophore Modeling, Virtual Screening and Molecular Docking Studies for Discovery of Potential Topoisomerase I Inhibitors

机译:发现潜在的拓扑异构酶I抑制剂的基于配体的药理学模型,虚拟筛选和分子对接研究。

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Camptothecin (CPT), a natural product and its synthetic derivatives exert potent anticancer activity by selectively targeting DNA Topoisomerase I (Top1) enzyme. CPT and its clinically approved derivatives are used as Top1 poisons for cancer therapy suffer from many limitations related to stability and toxicity. In order to envisage structurally diverse novel chemical entity as Top1 poison with better efficacy, Ligand-based-pharmacophore model was developed using 3D QSAR pharmacophore generation (HypoGen algorithm) methodology in Discovery studio 4.1 clients. The chemical features of 29 CPT derivatives were taken as the training set. The selected pharmacophore model Hypo1 was further validated by 33 test set molecules and used as a query model for further screening of 1,087,724 drug-like molecules from ZINC databases. These molecules were subjected to several assessments such as Lipinski rule of 5, SMART filtration and activity filtration. The molecule obtained after filtration was further scrutinized by molecular docking analysis on the active site of Top1 crystal structure (PDB ID: 1T8I ). Six potential inhibitory molecules have been selected by analyzing the binding interaction and Ligand-Pharmacophore mapping with the validated pharmacophore model. Toxicity assessment TOPKAT program provided three potential inhibitory ‘hit molecules’ ZINC68997780, ZINC15018994 and ZINC38550809. MD simulation of these three molecules proved that the ligand binding into the protein-DNA cleavage complex is stable and the protein-ligands conformation remains unchanged. These three hit molecules can be utilized for designing future class of potential topoisomerase I inhibitor.
机译:天然产物喜树碱(CPT)及其合成衍生物通过选择性靶向DNA拓扑异构酶I(Top1)酶发挥强大的抗癌活性。 CPT及其临床批准的衍生物被用作癌症治疗的Top1毒物,但存在许多与稳定性和毒性有关的局限性。为了设想结构更好的新型化学实体作为Top1毒物,具有更好的功效,在Discovery Studio 4.1客户中使用3D QSAR药效团生成(HypoGen算法)方法开发了基于配体的药效团模型。将29种CPT衍生物的化学特征作为训练集。所选的药效团模型Hypo1已通过33个测试集分子进一步验证,并用作查询模型,用于从ZINC数据库中进一步筛选1,087,724种药物样分子。对这些分子进行了几种评估,例如Lipinski的5法则,SMART过滤和活性过滤。通过分子对接分析在Top1晶体结构的活性位点(PDB ID:1T8I)上进一步检查过滤后获得的分子。通过使用已验证的药效团模型分析结合相互作用和配体-药效团作图,选择了六个潜在的抑制分子。毒性评估TOPKAT程序提供了三种潜在的抑制性“命中分子” ZINC68997780,ZINC15018994和ZINC38550809。这三个分子的MD模拟证明,配体结合到蛋白质-DNA裂解复合物中是稳定的,蛋白质-配体构象保持不变。这三个命中分子可用于设计未来一类潜在的拓扑异构酶I抑制剂。

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