Side-chain flexibility in protein-ligand binding: The minimal rotation hypothesis

被引:132
作者
Zavodszky, MI
Kuhn, LA [1 ]
机构
[1] Michigan State Univ, Prot Struct Anal & Design Lab, Dept Biochem & Mol Biol, E Lansing, MI 48824 USA
[2] Michigan State Univ, Dept Quantitat Biol & Modeling Initiat, E Lansing, MI 48824 USA
关键词
conformational sampling; flexibility; induced fit; docking; side-chain rotamers; SLIDE; stereochemistry; chi angles;
D O I
10.1110/ps.041153605
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 goal of this work is to learn from nature about the magnitudes of side-chain motions that occur when proteins bind small organic molecules, and model these motions to improve the prediction of protein-ligand complexes. Following analysis of protein side-chain motions upon ligand binding in 63 complexes, we tested the ability of the docking tool SLIDE to model these motions without being restricted to rotameric transitions or deciding which side chains should be considered as flexible. The model tested is that side-chain conformational changes involving more atoms or larger rotations are likely to be more costly and less prevalent than small motions due to energy barriers between rotamers and the potential of large motions to cause new steric clashes. Accordingly, SLIDE adjusts the protein and ligand side groups as little as necessary to achieve steric complementarity. We tested the hypothesis that small motions are sufficient to achieve good dockings using 63 ligands and the apo structures of 20 different proteins and compared SLIDE side-chain rotations to those experimentally observed. None of these proteins undergoes major main-chain conformational change upon ligand binding, ensuring that side-chain flexibility modeling is not required to compensate for main-chain motions. Although more frugal in the number of side-chain rotations performed, this model substantially mimics the experimentally observed motions. Most side chains do not shift to a new rotamer, and small motions are both necessary and sufficient to predict the correct binding orientation and most protein-ligand interactions for the 20 proteins analyzed.
引用
收藏
页码:1104 / 1114
页数:11
相关论文
共 55 条
[1]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[2]   An analysis of conformational changes on protein-protein association: implications for predictive docking [J].
Betts, MJ ;
Sternberg, MJE .
PROTEIN ENGINEERING, 1999, 12 (04) :271-283
[3]   An example of a protein ligand found by database mining:: Description of the docking method and its verification by a 2.3 Å X-ray structure of a thrombin-ligand complex [J].
Burkhard, P ;
Taylor, P ;
Walkinshaw, MD .
JOURNAL OF MOLECULAR BIOLOGY, 1998, 277 (02) :449-466
[4]   FlexE: Efficient molecular docking considering protein structure variations [J].
Claussen, H ;
Buning, C ;
Rarey, M ;
Lengauer, T .
JOURNAL OF MOLECULAR BIOLOGY, 2001, 308 (02) :377-395
[5]   Tine variable region-1 from tissue-type plasminogen activator confers specificity for plasminogen activator inhibitor-1 to thrombin by facilitating catalysis: Release of a kinetic block by a heterologous protein surface loop [J].
Dekker, RJ ;
Eichinger, A ;
Stoop, AA ;
Bode, W ;
Pannekoek, H ;
Horrevoets, AJG .
JOURNAL OF MOLECULAR BIOLOGY, 1999, 293 (03) :613-627
[6]   BACKBONE-DEPENDENT ROTAMER LIBRARY FOR PROTEINS - APPLICATION TO SIDE-CHAIN PREDICTION [J].
DUNBRACK, RL ;
KARPLUS, M .
JOURNAL OF MOLECULAR BIOLOGY, 1993, 230 (02) :543-574
[7]   Lessons in molecular recognition: The effects of ligand and protein flexibility on molecular docking accuracy [J].
Erickson, JA ;
Jalaie, M ;
Robertson, DH ;
Lewis, RA ;
Vieth, M .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (01) :45-55
[8]   DOCK 4.0: Search strategies for automated molecular docking of flexible molecule databases [J].
Ewing, TJA ;
Makino, S ;
Skillman, AG ;
Kuntz, ID .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2001, 15 (05) :411-428
[9]   Soft docking and multiple receptor conformations in virtual screening [J].
Ferrari, AM ;
Wei, BQQ ;
Costantino, L ;
Shoichet, BK .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (21) :5076-5084
[10]   Change in protein flexibility upon complex formation: Analysis of Ras-Raf using molecular dynamics and a molecular framework approach [J].
Gohlke, H ;
Kuhn, LA ;
Case, DA .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2004, 56 (02) :322-337