Universal Architectural Concepts Underlying Protein Folding Patterns

被引:7
|
作者
Konagurthu, Arun S. [1 ]
Subramanian, Ramanan [1 ]
Allison, Lloyd [1 ]
Abramson, David [2 ]
Stuckey, Peter J. [1 ,3 ]
Garcia de la Banda, Maria [1 ]
Lesk, Arthur M. [4 ,5 ]
机构
[1] Monash Univ, Fac Informat Technol, Dept Data Sci & Artificial Intelligence, Clayton, Vic, Australia
[2] Univ Queensland, Res Comp Ctr, Brisbane, Qld, Australia
[3] Univ Melbourne, Sch Comp & Informat Syst, Melbourne, Vic, Australia
[4] Penn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
[5] MRC Lab Mol Biol, Cambridge, England
基金
澳大利亚研究理事会;
关键词
architectural concepts; protein-building blocks; structural motifs; lossless compression; information theory; folding pattern; MULTIPLE SEQUENCE ALIGNMENT; STRUCTURAL CLASSIFICATION; STRUCTURE PREDICTION; CRYSTAL-STRUCTURE; SECONDARY STRUCTURE; GLOBULAR-PROTEINS; LOCAL-STRUCTURE; MOTIFS; EVOLUTION; REPRESENTATION;
D O I
10.3389/fmolb.2020.612920
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
What is the architectural "basis set" of the observed universe of protein structures? Using information-theoretic inference, we answer this question with a dictionary of 1,493 substructures-called concepts-typically at a subdomain level, based on an unbiased subset of known protein structures. Each concept represents a topologically conserved assembly of helices and strands that make contact. Any protein structure can be dissected into instances of concepts from this dictionary. We dissected the Protein Data Bank and completely inventoried all the concept instances. This yields many insights, including correlations between concepts and catalytic activities or binding sites, useful for rational drug design; local amino-acid sequence-structure correlations, useful for ab initio structure prediction methods; and information supporting the recognition and exploration of evolutionary relationships, useful for structural studies. An interactive site, Procodic, at (click), provides access to and navigation of the entire dictionary of concepts and their usages, and all associated information. This report is part of a continuing programme with the goal of elucidating fundamental principles of protein architecture, in the spirit of the work of Cyrus Chothia.
引用
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页数:19
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