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同源建模和新型潜在双重作用人组蛋白去乙酰化酶 HDAC5 和 HDAC9 同工酶抑制剂的设计。

Homology modeling and design of novel and potential dual-acting inhibitors of human histone deacetylases HDAC5 and HDAC9 isozymes.

机构信息

Department of Bioinformatics and Genetics, Faculty of Engineering and Natural Sciences, Kadir Has University, Istanbul, Turkey.

出版信息

J Biomol Struct Dyn. 2021 Oct;39(17):6396-6414. doi: 10.1080/07391102.2020.1798812. Epub 2020 Jul 27.

Abstract

Histone deacetylases (HDACs) are a group of enzymes that have prominent and crucial effect on various biological systems, mainly by their suppressive effect on transcription. Searching for inhibitors targeting their respective isoforms without affecting other targets is greatly needed. Some histone deacetylases have no crystal structures, such as HDAC5 and HDAC9. Lacking proper and suitable crystal structure is obstructing the designing of appropriate isoform selective inhibitors. Here in this study, we constructed human HDAC5 and HDAC9 protein models using human HDAC4 (PDB:2VQM_A) as a template by the means of homology modeling approach. Based on the Z-score of the built models, model M0014 of HDAC5 and model M0020 of HDAC9 were selected. The models were verified by MODELLER and validated using the Web-based PROCHECK server. All selected known inhibitors displayed reasonable binding modes and equivalent predicted Ki values in comparison to the experimental binding affinities (Ki/IC50). The known inhibitor Rac26 showed the best binding affinity for HDAC5, while TMP269 showed the best binding affinity for HDAC9. The best two compounds, CHEMBL2114980 and CHEMBL217223, had relatively similar inhibition constants against HDAC5 and HDAC9. The built models and their complexes were subjected to molecular dynamic simulations (MD) for 100 ns. Examining the MD simulation results of all studied structures, including the RMSD, RMSF, radius of gyration and potential energy suggested the stability and reliability of the built models. Accordingly, the results obtained in this study could be used for designing de novo inhibitors against HDAC5 and HDAC9. Communicated by Ramaswamy H. Sarma.

摘要

组蛋白去乙酰化酶(HDACs)是一组对各种生物系统具有显著和关键作用的酶,主要通过其对转录的抑制作用。因此,非常需要寻找针对其各自同工型的抑制剂而不影响其他靶标。有些组蛋白去乙酰化酶没有晶体结构,如 HDAC5 和 HDAC9。缺乏适当和合适的晶体结构阻碍了适当的同工型选择性抑制剂的设计。在本研究中,我们通过同源建模方法,使用人 HDAC4(PDB:2VQM_A)作为模板,构建了人 HDAC5 和 HDAC9 蛋白模型。基于构建模型的 Z 分数,选择了 HDAC5 的模型 M0014 和 HDAC9 的模型 M0020。使用 MODELLER 对模型进行验证,并使用基于网络的 PROCHECK 服务器对其进行验证。与实验结合亲和力(Ki/IC50)相比,所有选定的已知抑制剂都显示出合理的结合模式和等效的预测 Ki 值。已知抑制剂 Rac26 对 HDAC5 显示出最佳的结合亲和力,而 TMP269 对 HDAC9 显示出最佳的结合亲和力。两种最佳化合物 CHEMBL2114980 和 CHEMBL217223 对 HDAC5 和 HDAC9 的抑制常数相对相似。构建的模型及其复合物进行了 100ns 的分子动力学模拟(MD)。检查所有研究结构的 MD 模拟结果,包括 RMSD、RMSF、回转半径和势能,表明构建模型的稳定性和可靠性。因此,本研究获得的结果可用于设计针对 HDAC5 和 HDAC9 的新型抑制剂。由 Ramaswamy H. Sarma 传达。

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