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使用共价对接进行虚拟筛选,寻找 G245S 突变型 p53 的激活剂。

Virtual screening using covalent docking to find activators for G245S mutant p53.

机构信息

Department of Oncology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.

Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Torino, Italy.

出版信息

PLoS One. 2018 Sep 7;13(9):e0200769. doi: 10.1371/journal.pone.0200769. eCollection 2018.

Abstract

TP53 is the most mutated gene in all cancers. The mutant protein also accumulates in cells. The high frequency of p53 mutations makes the protein a promising target for anti-cancer therapy. Only a few molecules have been found, using in vitro screening, to reactivate the mutant protein. APR-246 is currently the most successful mutant p53 activator, which reactivates the transcriptional activity of p53 by covalently binding to C124 of the protein. We have recently created in silico models of G245S-mp53 in its apo and DNA-bound forms. In this paper we further report on our in silico screening for potential activators of G245S-mp53. We filtered the ZINC15 database (13 million compounds) to only include drug-like molecules with moderate to standard reactivity. Our filtered database of 130,000 compounds was screened using the DOCKTITE protocol in the Molecular Operating Environment software. We performed covalent docking at C124 of G245S-mp53 to identify potential activators of the mutant protein. The docked compounds were ranked using a consensus scoring approach. We also used ADMET Predictor™ to predict pharmacokinetics and the possible toxicities of the compounds. Our screening procedure has identified compounds, mostly thiosemicarbazones and halo-carbonyls, with the best potential as G245S-mp53 activators, which are described in this work. Based on its binding scores and ADMET risk score, compound 2 is likely to have the best potential as a G245S-mp53 activator compared to the other top hits.

摘要

TP53 是所有癌症中突变最多的基因。突变蛋白也在细胞中积累。p53 突变的高频使得该蛋白成为癌症治疗的有前途的靶点。仅使用体外筛选就发现了少数几种分子,可以使突变蛋白重新激活。APR-246 是目前最成功的突变 p53 激活剂,它通过共价结合蛋白的 C124 来重新激活 p53 的转录活性。我们最近在计算机上构建了 G245S-mp53 的apo 和 DNA 结合形式的模型。在本文中,我们进一步报告了我们对 G245S-mp53 的潜在激活剂的计算机筛选。我们筛选了 ZINC15 数据库(1300 万个化合物),仅包括具有中等至标准反应性的类药性分子。我们的 130000 种化合物的过滤数据库使用 Molecular Operating Environment 软件中的 DOCKTITE 协议进行筛选。我们在 G245S-mp53 的 C124 处进行共价对接,以鉴定突变蛋白的潜在激活剂。使用共识评分方法对对接化合物进行排名。我们还使用 ADMET Predictor™预测化合物的药代动力学和可能的毒性。我们的筛选程序已经确定了化合物,主要是硫代半卡巴嗪和卤代羰基化合物,作为 G245S-mp53 激活剂具有最佳的潜力,本文对此进行了描述。根据其结合评分和 ADMET 风险评分,与其他顶级命中相比,化合物 2 作为 G245S-mp53 激活剂的潜力可能最大。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8954/6128461/d297ce598b52/pone.0200769.g001.jpg

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