A merge-decoupling dead end elimination algorithm for protein side-chain conformation

被引:2
作者
Chong, Ket Fah [1 ]
Leong, Hon Wai [1 ]
机构
[1] Natl Univ Singapore, Dept Comp Sci, Singapore 117548, Singapore
关键词
protein side-chain conformation prediction; SCCP; dead end elimination; DEE; merge-decoupling algorithm; data mining; bioinformatics;
D O I
10.1504/IJDMB.2007.012966
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Dead End Elimination (DEE) is a technique for eliminating rotamers that can not exist in any global minimum energy configuration for the protein side chain conformation problem. A popular method is Simple Goldstein DEE (SG-DEE) which is fast and eliminates rotamers by considering single residues for possible elimination. We present a Merge-Decoupling DEE (MD-DEE) that further reduces the number of rotamers after SG-DEE. MD-DEE works by forming residue-pairs but is fast and, like SG-DEE, is practical even for large proteins. Our experiments show that MD-DEE achieves further reduction in residue elimination (up to 25%) after SG-DEE.
引用
收藏
页码:372 / 388
页数:17
相关论文
共 19 条
[11]   APPLICATION OF A SELF-CONSISTENT MEAN-FIELD THEORY TO PREDICT PROTEIN SIDE-CHAINS CONFORMATION AND ESTIMATE THEIR CONFORMATIONAL ENTROPY [J].
KOEHL, P ;
DELARUE, M .
JOURNAL OF MOLECULAR BIOLOGY, 1994, 239 (02) :249-275
[12]   PREDICTION OF PROTEIN SIDE-CHAIN CONFORMATION BY PACKING OPTIMIZATION [J].
LEE, C ;
SUBBIAH, S .
JOURNAL OF MOLECULAR BIOLOGY, 1991, 217 (02) :373-388
[13]   Generalized dead-end elimination algorithms make large-scale protein side-chain structure prediction tractable: Implications for protein design and structural genomics [J].
Looger, LL ;
Hellinga, HW .
JOURNAL OF MOLECULAR BIOLOGY, 2001, 307 (01) :429-445
[14]  
Maeyer M.D., 1997, FOLDING DESIGN, V2, P53
[15]  
Pierce NA, 2000, J COMPUT CHEM, V21, P999, DOI 10.1002/1096-987X(200008)21:11<999::AID-JCC9>3.0.CO
[16]  
2-A
[17]   A NEW APPROACH TO THE RAPID-DETERMINATION OF PROTEIN SIDE-CHAIN CONFORMATIONS [J].
TUFFERY, P ;
ETCHEBEST, C ;
HAZOUT, S ;
LAVERY, R .
JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 1991, 8 (06) :1267-1289
[18]   Extending the accuracy limits of prediction for side-chain conformations [J].
Xiang, ZX ;
Honig, B .
JOURNAL OF MOLECULAR BIOLOGY, 2001, 311 (02) :421-430
[19]   GEM: A Gaussian evolutionary method for predicting protein side-chain conformations [J].
Yang, JM ;
Tsai, CH ;
Hwang, MJ ;
Tsai, HK ;
Hwang, JK ;
Kao, CY .
PROTEIN SCIENCE, 2002, 11 (08) :1897-1907