Sequence and structure space model of protein divergence driven by point mutations

被引:4
作者
Arodz, Tomasz [1 ,2 ]
Plonka, Przemyslaw M. [3 ]
机构
[1] Virginia Commonwealth Univ, Sch Engn, Dept Comp Sci, Richmond, VA 23284 USA
[2] AGH Univ Sci & Technol, Dept Comp Sci, PL-30059 Krakow, Poland
[3] Jagiellonian Univ, Fac Biochem Biophys & Biotechnol, Dept Biophys, PL-30387 Krakow, Poland
关键词
Protein structure; Protein evolution; Duplication-divergence models; Residue substitutions; Evolution models; HIV-1; REVERSE-TRANSCRIPTASE; AMINO-ACID-COMPOSITION; STATE ENZYME-KINETICS; POWER-LAW BEHAVIOR; CELLULAR-AUTOMATA; METABOLIC NETWORKS; STATISTICAL-ANALYSIS; GENE DUPLICATION; GRAPHIC RULES; EVOLUTION;
D O I
10.1016/j.jtbi.2013.03.015
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
New folds of protein structures emerge in evolution as a result of insertions, deletions or shuffling of fragments of underlying gene sequences, and from aggregated effects of point mutations. The result of these evolutionary processes is a rich and complex universe of protein sequences and structures, with characteristic features such as heavy-tailed distribution of fold occurrences, and a distinct shape of relationship between sequence identity and structure similarity. Better understanding of how the protein universe evolved to its present form can be achieved by creating models of protein structure evolution. Here we introduce a stochastic model of evolution that involves residue substitutions as the sole source of structure innovation, and is nonetheless able to reproduce the diversity of the protein domains repertoire, its cluster structure with heavy-tailed distribution of family sizes, and presence of the twilight zone populated with remote homologs. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 8
页数:8
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