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基于配体的药效团建模、虚拟筛选及分子对接研究以发现潜在的拓扑异构酶I抑制剂

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

作者信息

Pal Sourav, Kumar Vinay, Kundu Biswajit, Bhattacharya Debomita, Preethy Nagothy, Reddy Mamindla Prashanth, Talukdar Arindam

机构信息

Department of Organic and Medicinal Chemistry, CSIR-Indian Institute of Chemical Biology, 4 Raja S. C. Mullick Road, Kolkata 700032, India.

Academy of Scientific and Innovative Research, Kolkata, 700032, India.

出版信息

Comput Struct Biotechnol J. 2019 Feb 10;17:291-310. doi: 10.1016/j.csbj.2019.02.006. eCollection 2019.

Abstract

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 ( 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 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.

摘要

喜树碱(CPT)是一种天然产物,其合成衍生物通过选择性靶向DNA拓扑异构酶I(Top1)发挥强大的抗癌活性。CPT及其临床批准的衍生物作为Top1毒药用于癌症治疗,但存在许多与稳定性和毒性相关的局限性。为了设想出结构多样、疗效更好的新型Top1毒药化学实体,在Discovery studio 4.1客户端中使用3D QSAR药效团生成(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个类药物分子。这些分子经过了多项评估,如Lipinski五规则、SMART过滤和活性过滤。过滤后得到的分子通过对Top1晶体结构(PDB ID:1T8I)活性位点的分子对接分析进一步审查。通过分析与经过验证的药效团模型的结合相互作用和配体-药效团映射,选择了六种潜在的抑制分子。毒性评估程序提供了三种潜在的抑制“命中分子”ZINC68997780、ZINC15018994和ZINC38550809。对这三种分子的分子动力学模拟证明,配体与蛋白质-DNA裂解复合物的结合是稳定的,蛋白质-配体构象保持不变。这三种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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8286/6396084/070a2f30c168/ga1.jpg

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