DocumentCode :
472216
Title :
A Fast Algorithm for Low-Resolution Protein Structure Prediction
Author :
Bondugula, Rajkumar ; Xu, Dong ; Shang, Yi
Author_Institution :
Dept. of Comput. Sci., Missouri Univ., Columbia, MO
fYear :
2006
fDate :
Aug. 30 2006-Sept. 3 2006
Firstpage :
5826
Lastpage :
5829
Abstract :
We propose a new approach for the protein tertiary structure prediction based on the concept of mini-threading. The method identifies useful fragments in Protein Data Bank (PDB) with variable lengths and retrieves spatial restraints. The multidimensional scaling method and least-squares minimization are used to build coarse-grain structural models. Our method uses the information in the PDB efficiently and the prediction time is in minutes when compared to hours and days required by existing methods
Keywords :
biochemistry; biology computing; least squares approximations; minimisation; molecular biophysics; proteins; PDB; coarse-grain structural model; least-squares minimization; mini-threading; multidimensional scaling method; protein data bank; protein tertiary structure prediction; Amino acids; Assembly; Bonding; Cities and towns; Computer science; Genetic algorithms; Minimization methods; Optimization methods; Proteins; Spine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
ISSN :
1557-170X
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2006.259358
Filename :
4463132
Link To Document :
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