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发现小分子的潜在蛋白靶点:p53 激活剂 Nutlin 的研究。

Discovering Putative Protein Targets of Small Molecules: A Study of the p53 Activator Nutlin.

机构信息

Bioinformatics Institute , 30 Biopolis Street, #07-01 , Matrix , Singapore 138671.

Indian Institute of Science Education and Research Pune (IISER Pune) , Pune 411008 , India.

出版信息

J Chem Inf Model. 2019 Apr 22;59(4):1529-1546. doi: 10.1021/acs.jcim.8b00762. Epub 2019 Mar 8.

Abstract

Small molecule drugs bind to a pocket in disease causing target proteins based on complementarity in shape and physicochemical properties. There is a likelihood that other proteins could have binding sites that are structurally similar to the target protein. Binding to these other proteins could alter their activities leading to off target effects of the drug. One such small molecule drug Nutlin binds the protein MDM2, which is upregulated in several types of cancer and is a negative regulator of the tumor suppressor protein p53. To investigate the off target effects of Nutlin, we present here a shape-based data mining effort. We extracted the binding pocket of Nutlin from the crystal structure of Nutlin bound MDM2. We next mined the protein structural database (PDB) for putative binding pockets in other human protein structures that were similar in shape to the Nutlin pocket in MDM2 using our topology-independent structural superimposition tool CLICK. We detected 49 proteins which have binding pockets that were structurally similar to the Nutlin binding site of MDM2. All of the potential complexes were evaluated using molecular mechanics and AutoDock Vina docking scores. Further, molecular dynamics simulations were carried out on four of the predicted Nutlin-protein complexes. The binding of Nutlin to one of these proteins, gamma glutamyl hydrolase, was also experimentally validated by a thermal shift assay. These findings provide a platform for identifying potential off-target effects of existing/new drugs and also opens the possibilities for repurposing drugs/ligands.

摘要

小分子药物根据形状和理化性质的互补性结合到致病靶蛋白的口袋中。其他蛋白质可能具有与靶蛋白结构相似的结合位点。与这些其他蛋白质结合可能会改变它们的活性,从而导致药物的脱靶效应。一种这样的小分子药物 Nutlin 结合蛋白 MDM2,该蛋白在几种类型的癌症中上调,并且是肿瘤抑制蛋白 p53 的负调节剂。为了研究 Nutlin 的脱靶效应,我们在此提出了一种基于形状的数据库挖掘工作。我们从 Nutlin 结合 MDM2 的晶体结构中提取了 Nutlin 的结合口袋。接下来,我们使用拓扑独立的结构叠加工具 CLICK 在蛋白质结构数据库 (PDB) 中针对其他人类蛋白质结构中与 MDM2 中的 Nutlin 口袋形状相似的假定结合口袋进行了挖掘。我们检测到 49 个具有与 MDM2 中 Nutlin 结合位点结构相似的结合口袋的蛋白质。使用分子力学和 AutoDock Vina 对接评分对所有潜在的复合物进行了评估。此外,对四个预测的 Nutlin-蛋白质复合物进行了分子动力学模拟。通过热转移测定实验还验证了 Nutlin 与其中一种蛋白质,即γ-谷氨酰水解酶的结合。这些发现为识别现有/新药物的潜在脱靶效应提供了一个平台,并为药物/配体的再利用开辟了可能性。

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