Improving the performance of β-turn prediction using predicted shape strings and a two-layer support vector machine model

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作者
Zehui Tang
Tonghua Li
Rida Liu
Wenwei Xiong
Jiangming Sun
Yaojuan Zhu
Guanyan Chen
机构
[1] Tongji University,Department of Chemistry
来源
BMC Bioinformatics | / 12卷
关键词
Support Vector Machine; Secondary Structure; Input Feature; Structural Alignment; Protein Structure Prediction;
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[1]  
Richardson JS(1981)The anatomy and taxonomy of protein structure Adv Protein Chem 34 167-339
[2]  
Rose GD(1985)Turns in peptides and proteins Adv Protein Chem 37 1-109
[3]  
Gierasch LM(1983)Dictionary of protein secondary structure: pattern recognition of hydrogen-bonded and geometrical features Biopolymers 22 2577-2637
[4]  
Smith JA(2000)Beta-and gamma-turns in proteins revisited: a new set of amino acid turn-type dependent positional preferences and potentials J Biosci 25 143-156
[5]  
Kabsch W(2000)Role of amino acid residues at turns in the conformational stability and folding of human lysozyme Biochemistry-Us 39 8655-8665
[6]  
Sander C(1974)Conformational parameters for amino acids in helical, beta-sheet, and random coil regions calculated from proteins Biochemistry-Us 13 211-222
[7]  
Guruprasad K(1988)Analysis and prediction of the different types of beta-turn in proteins J Mol Biol 203 221-232
[8]  
Rajkumar S(1990)Beta-turns and their distortions: a proposed new nomenclature Protein Eng 3 479-493
[9]  
Takano K(1997)Prediction of beta-turns in proteins by 1-4 and 2-3 correlation model Biopolymers 41 673-702
[10]  
Yamagata Y(1997)Prediction of beta-turns J Pept Res 49 120-144