Protein-Protein Docking with Large-Scale Backbone Flexibility Using Coarse-Grained Monte-Carlo Simulations

被引:5
|
作者
Kurcinski, Mateusz [1 ]
Kmiecik, Sebastian [1 ]
Zalewski, Mateusz [1 ]
Kolinski, Andrzej [1 ]
机构
[1] Univ Warsaw, Biol & Chem Res Ctr, Fac Chem, PL-02089 Warsaw, Poland
关键词
protein-protein interactions; protein-protein binding; protein-protein complex; coarse-grained modeling; multiscale modeling; WEB SERVER; PREDICTION; COMPLEXES; KNOWLEDGE; DYNAMICS;
D O I
10.3390/ijms22147341
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页数:15
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