Multi-LZerD: Multiple protein docking for asymmetric complexes

被引:57
作者
Esquivel-Rodriguez, Juan [2 ]
Yang, Yifeng David [1 ]
Kihara, Daisuke [1 ,2 ,3 ]
机构
[1] Purdue Univ, Dept Biol Sci, Coll Sci, W Lafayette, IN 47907 USA
[2] Purdue Univ, Coll Sci, Dept Comp Sci, W Lafayette, IN 47907 USA
[3] Purdue Univ, Coll Sci, Markey Ctr Struct Biol, W Lafayette, IN 47907 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
multimeric protein docking; protein structure prediction; 3D Zernike descriptors; genetic algorithm; protein-protein interaction; ASSEMBLIES; PREDICTION; ENERGY; INFORMATION; ALIGNMENT; PROGRESS;
D O I
10.1002/prot.24079
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
The tertiary structures of protein complexes provide a crucial insight about the molecular mechanisms that regulate their functions and assembly. However, solving protein complex structures by experimental methods is often more difficult than single protein structures. Here, we have developed a novel computational multiple protein docking algorithm, Multi-LZerD, that builds models of multimeric complexes by effectively reusing pairwise docking predictions of component proteins. A genetic algorithm is applied to explore the conformational space followed by a structure refinement procedure. Benchmark on eleven hetero-multimeric complexes resulted in near-native conformations for all but one of them (a root mean square deviation smaller than 2.5 angstrom). We also show that our method copes with unbound docking cases well, outperforming the methodology that can be directly compared with our approach. Multi-LZerD was able to predict near-native structures for multimeric complexes of various topologies.Proteins 2012; (c) 2012 Wiley Periodicals, Inc.
引用
收藏
页码:1818 / 1833
页数:16
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