International Journal of Molecular SciencesBioinformaticsPeer-reviewed journal article
Protein-protein docking with large-scale backbone flexibility using coarse-grained Monte-Carlo simulations
Mateusz KurcińskiiD, Sebastian KmiecikiD, Mateusz ZalewskiiD, Andrzej KolińskiiD
Abstract
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.
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- 10
- FWCI
- 0.47
- Field percentile
- top 45%
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