An improved prediction of catalytic residues in enzyme structures

Protein Engineering, Design and Selection

Volumn 21, Issue 5, 2008, Pages 295-302

  Tang, Yu Rong ^a   Sheng, Zhi Ya ^a,b   Chen, Yong Zi ^a   Zhang, Ziding ^a  

^a CHINA AGRICULTURAL UNIVERSITY   (China)

^b NATIONAL INSTITUTE OF BIOLOGICAL SCIENCES   (China)

Author keywords

Catalytic residues; Closeness centrality; Genetic algorithm; Neural network; Prediction

Indexed keywords

ARTIFICIAL INTELLIGENCE; ENCODING (SYMBOLS); ENZYMES; FOOD ADDITIVES; FORECASTING; GENETIC ALGORITHMS; LEARNING SYSTEMS; NEURAL NETWORKS; PROTEINS;

3-D STRUCTURES; ACTIVE SITES; CATALYTIC RESIDUES; CLOSENESS CENTRALITY; DATA-SETS; ENCODINGS; ENZYME STRUCTURES; FUNCTIONAL SITES; GENETIC ALGORITHM; HIGH-ACCURACY; MACHINE-LEARNING ALGORITHMS; NETWORK CENTRALITY; NEURAL NETWORK; PREDICTION; PROTEIN DATABASES; STRUCTURAL GENOMICS;

LEARNING ALGORITHMS;

ACCURACY; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; CATALYSIS; ENZYME STRUCTURE; PREDICTION; PRIORITY JOURNAL; BINDING SITE; BIOLOGICAL MODEL; BIOLOGY; CHEMICAL STRUCTURE; CHEMISTRY; CONFORMATION; HUMAN; HYDROGEN BOND; METHODOLOGY; PROTEIN CONFORMATION; PROTEIN DATABASE; SEQUENCE ANALYSIS; STATISTICAL MODEL;

ENZYME;

ALGORITHMS; BINDING SITES; CATALYSIS; COMPUTATIONAL BIOLOGY; DATABASES, PROTEIN; ENZYMES; HUMANS; HYDROGEN BONDING; MODELS, GENETIC; MODELS, MOLECULAR; MODELS, STATISTICAL; MOLECULAR CONFORMATION; NEURAL NETWORKS (COMPUTER); PROTEIN CONFORMATION; SEQUENCE ANALYSIS, PROTEIN;

EID: 48849085285     PISSN: 17410126     EISSN: 17410134     Source Type: Journal    
DOI: 10.1093/protein/gzn003     Document Type: Article

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