PMID- 16078364 OWN - NLM STAT- MEDLINE DCOM- 20051129 LR - 20191210 IS - 0219-7200 (Print) IS - 0219-7200 (Linking) VI - 3 IP - 4 DP - 2005 Aug TI - Aligning multiple protein structures by deterministic annealing. PG - 837-60 AB - Protein structure alignment plays a key role in protein structure prediction and fold family classification. An efficient method for multiple protein structure alignment in a mathematical manner is presented, based on deterministic annealing technique. The alignment problem is mapped onto a nonlinear continuous optimization problem (NCOP) with common consensus chain, matching assignment matrices and atomic coordinates as variables. At each step in the annealing procedure, the NCOP is decomposed into as many sub-problems as the number of protein chains, each of which is actually an independent pairwise structure alignment between a protein chain and the consensus chain and hence can be efficiently solved by the parallel computation technique. The proposed method is robust with respect to choice of iteration parameters for a wide range of proteins, and performs well in both multiple and pairwise structure alignment cases, compared with existing alignment methods. FAU - Zhou, Tianshou AU - Zhou T AD - School of Mathematics and Computational Sciences, Zhongshan University, Guangzhou 510275, China. mcszhtsh@zsu.edu.cn FAU - Chen, Luonan AU - Chen L FAU - Tang, Yun AU - Tang Y FAU - Zhang, Xiangsun AU - Zhang X LA - eng PT - Evaluation Study PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - Singapore TA - J Bioinform Comput Biol JT - Journal of bioinformatics and computational biology JID - 101187344 RN - 0 (Proteins) SB - IM MH - *Algorithms MH - Amino Acid Sequence MH - Computer Simulation MH - *Models, Molecular MH - Molecular Sequence Data MH - Numerical Analysis, Computer-Assisted MH - Proteins/*analysis/*chemistry MH - Sequence Alignment/*methods MH - Sequence Analysis, Protein/*methods EDAT- 2005/08/04 09:00 MHDA- 2005/12/13 09:00 CRDT- 2005/08/04 09:00 PHST- 2004/07/12 00:00 [received] PHST- 2004/12/30 00:00 [accepted] PHST- 2005/08/04 09:00 [pubmed] PHST- 2005/12/13 09:00 [medline] PHST- 2005/08/04 09:00 [entrez] AID - S0219720005001351 [pii] AID - 10.1142/s0219720005001351 [doi] PST - ppublish SO - J Bioinform Comput Biol. 2005 Aug;3(4):837-60. doi: 10.1142/s0219720005001351.