TY - JOUR
T1 - Detecting Protein Conformational Changes in Interactions via Scaling Known Structures.
AU - GUO, FEI
AU - LI, SHUAI CHENG
AU - MA, WENJI
AU - WANG, LUSHENG
PY - 2013/10
Y1 - 2013/10
N2 - 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.
AB - 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.
KW - backbone flexibility
KW - database method
KW - energy function
KW - flexible docking
KW - weighted multidimensional scaling
UR - http://www.scopus.com/inward/record.url?scp=84899598205&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84899598205&origin=recordpage
U2 - 10.1089/cmb.2013.0069
DO - 10.1089/cmb.2013.0069
M3 - RGC 21 - Publication in refereed journal
C2 - 24093228
SN - 1066-5277
VL - 20
SP - 765
EP - 779
JO - Journal of computational biology : a journal of computational molecular cell biology
JF - Journal of computational biology : a journal of computational molecular cell biology
IS - 10
ER -