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.
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
Linsky, Thomas W.
Noble, Kyle
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Pharmaceut & Biomed Sci, Athens, GA 30602 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
Noble, Kyle
Tobin, Autumn R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Pharmaceut & Biomed Sci, Athens, GA 30602 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
Tobin, Autumn R.
Crow, Rachel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Microbiol, Seattle, WA 98195 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
Crow, Rachel
Carter, Lauren
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Inst Prot Design, Seattle, WA 98195 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
Carter, Lauren
Urbauer, Jeffrey L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Georgia, Dept Chem, Athens, GA 30602 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
Urbauer, Jeffrey L.
Baker, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USA
Univ Washington, Howard Hughes Med Inst, Seattle, WA 98195 USAUniv Washington, Dept Biochem, Seattle, WA 98195 USA
机构:
Seoul Natl Univ, Sch Biol Sci, Seoul 08826, South KoreaTUM Tech Univ Munich, Sch Computat Informat & Technol CIT, Dept Informat Bioinformat & Computat Biol, D-85748 Garching, Germany
Mirdita, Milot
Steinegger, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Sch Biol Sci, Seoul 08826, South Korea
Seoul Natl Univ, Artificial Intelligence Inst, Seoul 08826, South Korea
Seoul Natl Univ, Inst Mol Biol & Genet, Seoul 08826, South KoreaTUM Tech Univ Munich, Sch Computat Informat & Technol CIT, Dept Informat Bioinformat & Computat Biol, D-85748 Garching, Germany
Steinegger, Martin
Rost, Burkhard
论文数: 0引用数: 0
h-index: 0
机构:
TUM Tech Univ Munich, Sch Computat Informat & Technol CIT, Dept Informat Bioinformat & Computat Biol, D-85748 Garching, Germany
Inst Adv Study TUM IAS, Lichtenbergstr 2a, D-85748 Garching, Germany
TUM Sch Life Sci Weihenstephan TUM WZW, Alte Akad 8, Freising Weihenstephan, GermanyTUM Tech Univ Munich, Sch Computat Informat & Technol CIT, Dept Informat Bioinformat & Computat Biol, D-85748 Garching, Germany
机构:
KAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi ArabiaKAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi Arabia
Cui, Xuefeng
Lu, Zhiwu
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing Key Lab Big Data Management & Anal Method, Beijing 100872, Peoples R ChinaKAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi Arabia
Lu, Zhiwu
Wang, Sheng
论文数: 0引用数: 0
h-index: 0
机构:
Toyota Technol Inst Chicago, 6045 Kenwood Ave, Chicago, IL 60637 USA
Univ Chicago, Dept Human Genet, E 58th St, Chicago, IL 60637 USAKAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi Arabia
Wang, Sheng
Wang, Jim Jing-Yan
论文数: 0引用数: 0
h-index: 0
机构:
KAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi ArabiaKAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi Arabia
Wang, Jim Jing-Yan
Gao, Xin
论文数: 0引用数: 0
h-index: 0
机构:
KAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi ArabiaKAUST, CBRC, CEMSE Div, Thuwal 239556900, Saudi Arabia