Biological and Chemical Research Centre, Faculty of Chemistry, University of Warsaw, 02-089 Warsaw, Poland.
Int J Mol Sci. 2021 Jul 8;22(14):7341. doi: 10.3390/ijms22147341.
Most of the protein-protein docking methods treat proteins as almost rigid objects. Only the side-chains flexibility is usually taken into account. The few approaches enabling docking with a flexible backbone typically work in two steps, in which the search for protein-protein orientations and structure flexibility are simulated separately. In this work, we propose a new straightforward approach for docking sampling. It consists of a single simulation step during which a protein undergoes large-scale backbone rearrangements, rotations, and translations. Simultaneously, the other protein exhibits small backbone fluctuations. Such extensive sampling was possible using the CABS coarse-grained protein model and Replica Exchange Monte Carlo dynamics at a reasonable computational cost. In our proof-of-concept simulations of 62 protein-protein complexes, we obtained acceptable quality models for a significant number of cases.
大多数蛋白质对接方法将蛋白质视为几乎刚性的物体。通常只考虑侧链的灵活性。少数能够对接柔性骨架的方法通常分两步进行,其中分别模拟蛋白质-蛋白质取向和结构柔性的搜索。在这项工作中,我们提出了一种新的直接对接采样方法。它由一个模拟步骤组成,在此步骤中,一个蛋白质经历大规模的骨架重排、旋转和平移。同时,另一个蛋白质表现出小的骨架波动。在合理的计算成本下,使用 CABS 粗粒化蛋白质模型和 Replica Exchange Monte Carlo 动力学可以实现这种广泛的采样。在对 62 个蛋白质-蛋白质复合物的概念验证模拟中,我们获得了大量情况下可接受的高质量模型。