Detecting Protein Conformational Changes in Interactions via Scaling Known Structures.

FEI GUO, SHUAI CHENG LI, WENJI MA, LUSHENG WANG

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

9 Citations (Scopus)

Abstract

Conformational changes frequently occur when proteins interact with other proteins. How to detect such changes in silico is a major problem. Existing methods for docking with conformational changes remain time-consuming, and they solve only a small portion of protein complexes accurately. This work presents a more accurate method (FlexDoBi) for docking with conformational changes. FlexDoBi generates the possible conformational changes of the interface residues that transform the proteins from their unbound states to bound states. Based on the generated conformational changes, multidimensional scaling is performed to construct candidates for the bound structure. We develop a new energy item for determining the orientation of docking subunits and selecting of plausible conformational changes. Experimental results illustrate that FlexDoBi achieves better results. On 20 complexes, we obtained an average iRMSD of 1.55Å, which compares favorably with the average iRMSD of 1.94Å for FiberDock. Compared to ZDOCK, our results are of 0.27Å less in average iRMSD of the medium difficulty group.
Original languageEnglish
Pages (from-to)765-779
JournalJournal of computational biology : a journal of computational molecular cell biology
Volume20
Issue number10
DOIs
Publication statusPublished - Oct 2013

Research Keywords

  • backbone flexibility
  • database method
  • energy function
  • flexible docking
  • weighted multidimensional scaling

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