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针对同源重组(HR)修复机制的癌症治疗:新的潜在 UCHL-3 抑制剂的发现——虚拟筛选、分子动力学和结合模式分析。

Targeting homologous recombination (HR) repair mechanism for cancer treatment: discovery of new potential UCHL-3 inhibitors virtual screening, molecular dynamics and binding mode analysis.

机构信息

Drug Design and Discovery Laboratory, Helmy Institute for Medical Sciences, Zewail City of Science and Technology, Cairo, Egypt.

Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Cairo, Egypt.

出版信息

J Biomol Struct Dyn. 2022 Jan;40(1):276-289. doi: 10.1080/07391102.2020.1812432. Epub 2020 Aug 27.

Abstract

UCHL3 (ubiquitin C-terminal hydrolase-L3) is a de-ubiquitinating enzyme involved in the homologous recombination repair mechanism of double-strand breaks (DBS) of the DNA. Multiple studies indicated that UCHL3 inhibitors could be used in combination therapy with high therapeutic efficacy against cancer thus highlighting the validity of directing research against UCHL3 as a druggable target in oncology. In this study, a combination of virtual screening methods was utilized to identify new potential UCHL3 inhibitors. A series of UCHL3 ligands were identified by applying a combination of cheminformatics and molecular modeling filtration techniques to a ChemBl database of over two million small molecules Lipinski's Rule of Five, Veber's rule, pharmacophore model, Hierarchical molecular docking, Pan-assay Interference Compounds (PAINS) alerts, toxicity filter, and single-point Molecular mechanics Poisson/Boltzmann surface area (MM/PBSA) docking pose rescoring. This multi-layer filtration strategy led to the identification of twenty-one compounds as potential UCHL3 inhibitors that were subsequently subjected to a 50 ns molecular dynamics (MD) simulations predict the stability of their ligand-protein complexes. Furthermore, MM/PBSA calculations based on MD trajectories were performed, and the energy contribution per residue to the binding energy was calculated. Three compounds, , and , were finally recognized as having the highest potential of being UCHL3 inhibitors. Therefore, those were used for binding mode analysis to the UCHL3 active site, leading to identification of four residues as key for binding Pro8, Leu55, Val166, and Leu168.Communicated by Ramaswamy H. Sarma.

摘要

UCHL3(泛素 C 端水解酶-L3)是一种参与 DNA 双链断裂(DBS)同源重组修复机制的去泛素化酶。多项研究表明,UCHL3 抑制剂可与癌症的高疗效联合治疗相结合,从而突出了将 UCHL3 作为肿瘤学中可用药靶标的研究的有效性。在这项研究中,采用虚拟筛选方法的组合来鉴定新的潜在 UCHL3 抑制剂。通过将化学信息学和分子建模过滤技术应用于超过两百万种小分子的 ChemBl 数据库,确定了一系列 UCHL3 配体。应用了 Lipinski 的五规则、Veber 规则、药效团模型、分层分子对接、泛分析干扰化合物 (PAINS) 警报、毒性过滤和单点分子力学泊松/波尔兹曼表面积 (MM/PBSA) 对接构象重新评分。这种多层过滤策略导致确定了二十一种化合物作为潜在的 UCHL3 抑制剂,随后对它们进行了 50 ns 分子动力学 (MD) 模拟,以预测其配体-蛋白质复合物的稳定性。此外,还进行了基于 MD 轨迹的 MM/PBSA 计算,并计算了每个残基对结合能的能量贡献。最终确定了三种化合物、、和作为具有最高成为 UCHL3 抑制剂潜力的化合物。因此,这些化合物用于与 UCHL3 活性位点的结合模式分析,确定了四个残基为结合的关键残基:Pro8、Leu55、Val166 和 Leu168。由 Ramaswamy H. Sarma 传达。

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