Eyal Eran, Najmanovich Rafael, McConkey Brendan J, Edelman Marvin, Sobolev Vladimir
Department of Plant Sciences, Weizmann Institute of Science, 76100, Rehovot, Israel.
J Comput Chem. 2004 Apr 15;25(5):712-24. doi: 10.1002/jcc.10420.
Contact surface area and chemical properties of atoms are used to concurrently predict conformations of multiple amino acid side chains on a fixed protein backbone. The combination of surface complementarity and solvent-accessible surface accounts for van der Waals forces and solvation free energy. The scoring function is particularly suitable for modeling partially buried side chains. Both iterative and stochastic searching approaches are used. Our programs (Sccomp-I and Sccomp-S), with relatively fast execution times, correctly predict chi1 angles for 92-93% of buried residues and 82-84% for all residues, with an RMSD of approximately 1.7 A for side chain heavy atoms. We find that the differential between the atomic solvation parameters and the contact surface parameters (including those between noncomplementary atoms) is positive; i.e., most protein atoms prefer surface contact with other protein atoms rather than with the solvent. This might correspond to the driving force for maximizing packing of the protein. The influence of the crystal packing, completeness of rotamer library and precise positioning of Cbeta atoms on the accuracy of side-chain prediction are examined. The Sccomp-S and Sccomp-I programs can be accessed through the Web (http://sgedg.weizmann.ac.il/sccomp.html) and are available for several platforms.
原子的接触表面积和化学性质被用于同时预测固定蛋白质主链上多个氨基酸侧链的构象。表面互补性和溶剂可及表面积的结合解释了范德华力和溶剂化自由能。评分函数特别适用于对部分埋藏的侧链进行建模。使用了迭代和随机搜索方法。我们的程序(Sccomp-I和Sccomp-S)执行时间相对较快,对于92 - 93%的埋藏残基和82 - 84%的所有残基能正确预测chi1角,侧链重原子的均方根偏差约为1.7 Å。我们发现原子溶剂化参数和接触表面参数之间的差异(包括非互补原子之间的差异)是正的;即,大多数蛋白质原子更喜欢与其他蛋白质原子而非溶剂进行表面接触。这可能对应于蛋白质最大化堆积的驱动力。研究了晶体堆积、旋转异构体库的完整性以及Cβ原子的精确定位对侧链预测准确性的影响。Sccomp-S和Sccomp-I程序可通过网络(http://sgedg.weizmann.ac.il/sccomp.html)获取,并且适用于多个平台。