DocumentCode
3106524
Title
Decoy Discrimination Using Contact Potentials Based on Delaunay Tessellation of Hydrated Proteins
Author
Reck, Gregory M. ; Vaisman, Iosif I.
Author_Institution
George Mason Univ., Manassas
fYear
2007
fDate
9-11 July 2007
Firstpage
159
Lastpage
167
Abstract
Three strategies are presented for developing a knowledge-based statistical contact potential from computationally hydrated proteins that may be useful in studies of protein folding and stability. The potentials employ a definition of nearest neighbor contact based on Delaunay tessellation that identifies quadruplets of neighboring residues. The potentials are derived from a large set of proteins with explicit waters of hydration to improve the representation of the protein environment. The decoy discrimination ability of the three potentials as well as an unhydrated potential are evaluated and compared using four sets of publicly available protein decoy structures. The results suggest that the potentials can be used to infer the compatibility of a sequence of residues with a specific protein structure.
Keywords
biology computing; mesh generation; proteins; Delaunay tessellation; computationally hydrated protein; decoy discrimination; knowledge-based statistical contact potential; nearest neighbor contact; protein decoy structure; protein environment representation; protein folding; protein stability; Amino acids; Bioinformatics; Frequency estimation; Peptides; Predictive models; Protein engineering; Sequences; Shape; Solvents; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Voronoi Diagrams in Science and Engineering, 2007. ISVD '07. 4th International Symposium on
Conference_Location
Glamorgan
Print_ISBN
0-7695-2869-4
Type
conf
DOI
10.1109/ISVD.2007.13
Filename
4276117
Link To Document