Guo Fei, Li Shuai Cheng, Ma Wenji, Wang Lusheng
Department of Computer Science, City University of Hong Kong , Kowloon, Hong Kong .
J Comput Biol. 2013 Oct;20(10):765-79. doi: 10.1089/cmb.2013.0069.
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.
蛋白质与其他蛋白质相互作用时,构象变化频繁发生。如何在计算机上检测这种变化是一个主要问题。现有的考虑构象变化的对接方法仍然耗时,并且只能准确解决一小部分蛋白质复合物。这项工作提出了一种更准确的考虑构象变化的对接方法(FlexDoBi)。FlexDoBi生成界面残基可能的构象变化,这些变化将蛋白质从其未结合状态转变为结合状态。基于生成的构象变化,进行多维缩放以构建结合结构的候选物。我们开发了一种新的能量项,用于确定对接亚基的方向并选择合理的构象变化。实验结果表明FlexDoBi取得了更好的结果。在20个复合物上,我们获得的平均iRMSD为1.55Å,与FiberDock的平均iRMSD 1.94Å相比更具优势。与ZDOCK相比,我们在中等难度组的平均iRMSD结果少0.27Å。