通过调节异源二聚化引起的构象变化来改变钙蛋白酶蛋白水解的小分子的硅筛选

IF 5.3 2区 化学 Q1 CHEMISTRY, MEDICINAL
Pitambar Poudel, Ivan Shapovalov, Shailesh Kumar Panday, Kazem Nouri, Peter L. Davies, Peter A. Greer and Emil Alexov*, 
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引用次数: 0

摘要

与多种疾病相关的calpain-1和calpain-2蛋白酶活性失调促使人们努力探索抑制calpain以提供治疗益处。然而,目前还没有临床批准的药物专门针对钙蛋白酶的功能。为了解决这一未满足的需求,我们开展了硅药物发现工作,以确定能够调节钙蛋白酶活性的小分子。我们的方法是基于观察到calpain-2催化(CAPN2)和调节(CAPNS1)亚基的异源二聚体形成对于蛋白质水解活性和CAPN2稳定性都是必需的。为了识别这种专性蛋白-蛋白相互作用(PPI),研究人员用近360万个小分子靶向CAPN2 - capns1界面,以寻找高亲和力结合在界面上的候选分子,并引入能够改变异源二聚化或CAPN2构象的空间冲突,从而调节蛋白质水解活性。20个小分子被预测破坏了CAPN2-CAPNS1界面上的大部分氢键,并通过实验验证。5种小分子对calpain活性的抑制作用分别为53.6±4.1、36.8±38.3、31.1±17.5、69.8±27.3和47.1±18.5%,2种小分子对蛋白酶活性的抑制作用分别为163.0±41.9和129.2±11.9%。出乎意料的是,这7种分子对CAPN2-CAPNS1 PPI测定的影响与它们对蛋白酶活性的影响并不相关。分子模拟表明,小分子通过改变活性所需的构象变化来调节钙蛋白酶活性而不取消异源二聚化。这种明显的变张力机制为开发新的治疗方案铺平了道路,以调节钙蛋白酶在各种与钙蛋白酶失调相关的疾病中的活性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

In Silico Screening for Small Molecules to Alter Calpain Proteolysis through Modulating Conformation Changes Induced by Heterodimerization

In Silico Screening for Small Molecules to Alter Calpain Proteolysis through Modulating Conformation Changes Induced by Heterodimerization

Dysregulated calpain-1 and calpain-2 protease activity linked to several diseases has encouraged efforts to explore inhibiting calpain to provide therapeutic benefits. However, there are currently no clinically approved drugs that specifically target calpain functionality. To address this unmet need, we carried out in silico drug discovery efforts to identify small molecules capable of modulating calpain activity. Our approach is based on the observation that heterodimer formation of the calpain-2 catalytic (CAPN2) and regulatory (CAPNS1) subunits is needed for both proteolytic activity and CAPN2 stability. In recognition of this obligate protein–protein interaction (PPI), the CAPN2–CAPNS1 interface was targeted with nearly 3.6 million small molecules to find candidates that bind at the interface with high affinity and introduce steric clashes capable of altering heterodimerization or the conformation of CAPN2, thereby modulating proteolytic activity. Twenty small molecules predicted to disrupt the most hydrogen bonds at the CAPN2–CAPNS1 interface were validated experimentally. Five small molecules inhibited calpain activity by 53.6 ± 4.1, 36.8 ± 38.3, 31.1 ± 17.5, 69.8 ± 27.3, and 47.1 ± 18.5%, while two enhanced protease activity by 163.0 ± 41.9 and 129.2 ± 11.9%. Unexpectedly, the effects of these seven molecules on the CAPN2–CAPNS1 PPI assay did not correlate with their effects on protease activity. Molecular simulation showed that small molecules that modulate calpain activity without abolishing heterodimerization do so by altering the conformational changes needed for the activity. This apparent allosteric mechanism paves the way for developing novel therapeutic solutions for modulating the calpain activity in various diseases associated with calpain dysregulation.

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来源期刊
CiteScore
9.80
自引率
10.70%
发文量
529
审稿时长
1.4 months
期刊介绍: The Journal of Chemical Information and Modeling publishes papers reporting new methodology and/or important applications in the fields of chemical informatics and molecular modeling. Specific topics include the representation and computer-based searching of chemical databases, molecular modeling, computer-aided molecular design of new materials, catalysts, or ligands, development of new computational methods or efficient algorithms for chemical software, and biopharmaceutical chemistry including analyses of biological activity and other issues related to drug discovery. Astute chemists, computer scientists, and information specialists look to this monthly’s insightful research studies, programming innovations, and software reviews to keep current with advances in this integral, multidisciplinary field. As a subscriber you’ll stay abreast of database search systems, use of graph theory in chemical problems, substructure search systems, pattern recognition and clustering, analysis of chemical and physical data, molecular modeling, graphics and natural language interfaces, bibliometric and citation analysis, and synthesis design and reactions databases.
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