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