Inferring ideal amino acid interaction forms from statistical protein contact potentials

被引:56
作者
Pokarowski, P
Kloczkowski, A
Jernigan, RL
Kothari, NS
Pokarowska, M
Kolinski, A
机构
[1] Warsaw Univ, Inst Appl Math & Mech, PL-02097 Warsaw, Poland
[2] Iowa State Univ, Lawrence H Baker Ctr Bioinformat & Biol Stat, Ames, IA USA
[3] Warsaw Univ Technol, Fac Geodesy & Cartog, Warsaw, Poland
[4] Warsaw Univ, Fac Chem, Lab Theory Biopolymers, Warsaw, Poland
关键词
protein folding; protein structure prediction; threading; residue-based contact potentials; statistical potentials; knowledge-based potentials;
D O I
10.1002/prot.20380
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
We have analyzed 29 different published matrices of protein pairwise contact potentials (CPs) between amino acids derived from different sets of proteins, either crystallographic structures taken from the Protein Data Bank (PDB) or computer-generated decoys. Each of the CPs is similar to 1 of the 2 matrices derived in the work of Miyazawa and Jernigan (Proteins 1999;34:49-68). The CP matrices of the first class can be approximated with a correlation of order 0.9 by the formula e(ij) = h(i) + h(j), 1 less than or equal to i, j less than or equal to 20, where the residue-type dependent factor h is highly correlated with the frequency of occurrence of a given amino acid type inside proteins. Electrostatic interactions for the potentials of this class are almost negligible. In the potentials belonging to this class, the major contribution to the potentials is the one-body transfer energy of the amino acid from water to the protein environment. Potentials belonging to the second class can be approximated with a correlation of 0.9 by the formula e(ij) = c(0) - h(i)h(j) + q(i)q(j), where c(0) is a constant, h is highly correlated with the Kyte-Doolittle hydrophobicity scale, and a new, less dominant, residue-type dependent factor q is correlated (similar to0.9) with amino acid isoelectric points pI. Including electrostatic interactions significantly improves the approximation for this class of potentials. While, the high correlation between potentials of the first class and the hydrophobic transfer energies is well known, the fact that this approximation can work well also for the second class of potentials is a new finding. We interpret potentials of this class as representing energies of contact of amino acid pairs within an average protein environment. (C) 2005 Wiley-Liss, Inc.
引用
收藏
页码:49 / 57
页数:9
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