a Department of Life Sciences , Barcelona Supercomputing Center (BSC) , Barcelona , Spain.
b Structural Biology Unit , Institut de Biologia Molecular de Barcelona (IBMB), CSIC , Barcelona , Spain.
Expert Opin Drug Discov. 2018 Apr;13(4):327-338. doi: 10.1080/17460441.2018.1430763. Epub 2018 Jan 29.
Protein-protein interactions are important for biological processes and pathological situations, and are attractive targets for drug discovery. However, rational drug design targeting protein-protein interactions is still highly challenging. Hot-spot residues are seen as the best option to target such interactions, but their identification requires detailed structural and energetic characterization, which is only available for a tiny fraction of protein interactions. Areas covered: In this review, the authors cover a variety of computational methods that have been reported for the energetic analysis of protein-protein interfaces in search of hot-spots, and the structural modeling of protein-protein complexes by docking. This can help to rationalize the discovery of small-molecule inhibitors of protein-protein interfaces of therapeutic interest. Computational analysis and docking can help to locate the interface, molecular dynamics can be used to find suitable cavities, and hot-spot predictions can focus the search for inhibitors of protein-protein interactions. Expert opinion: A major difficulty for applying rational drug design methods to protein-protein interactions is that in the majority of cases the complex structure is not available. Fortunately, computational docking can complement experimental data. An interesting aspect to explore in the future is the integration of these strategies for targeting PPIs with large-scale mutational analysis.
蛋白质-蛋白质相互作用对于生物过程和病理情况非常重要,是药物发现的有吸引力的靶点。然而,针对蛋白质-蛋白质相互作用的合理药物设计仍然极具挑战性。热点残基被视为靶向此类相互作用的最佳选择,但它们的鉴定需要详细的结构和能量特征描述,而这仅适用于一小部分蛋白质相互作用。
在这篇综述中,作者介绍了多种已报道的计算方法,这些方法可用于搜索热点并对接蛋白质-蛋白质复合物进行结构建模,以对具有治疗意义的蛋白质-蛋白质界面的小分子抑制剂进行合理化发现。计算分析和对接有助于定位界面,分子动力学可用于寻找合适的腔,热点预测可集中搜索蛋白质-蛋白质相互作用的抑制剂。
将合理药物设计方法应用于蛋白质-蛋白质相互作用的主要困难在于,在大多数情况下,复合物结构不可用。幸运的是,计算对接可以补充实验数据。未来值得探索的一个有趣方面是将这些针对 PPI 的策略与大规模突变分析相结合。