DocumentCode
3220201
Title
Protein Structure Comparison and Alignment Using Residue Contexts
Author
Sayre, Tobias ; Singh, Rahul
Author_Institution
San Francisco State Univ., San Francisco
fYear
2008
fDate
25-28 March 2008
Firstpage
796
Lastpage
801
Abstract
We introduce a method for comparing protein structures using the notion of residue contexts based on protein Calpha-atom backbones. The residue context is derived from the set of vectors from a given Calpha-atom to each other Calpha-atom in the molecule. A three-dimensional histogram is generated from these vectors, containing a relative distribution of the other Calpha-atoms for each Calpha-atom on the backbone for a protein. Histograms are compared using the chi2 test, resulting in the cost for matching any two given Calpha-atoms in a pair of protein molecules. An optimal alignment is made using the Smith-Waterman algorithm, and a score is calculated based on the length of the alignment and the RMSD, yielding a best alignment that can be displayed in an interactive user interface. Resulting alignments are compared with alignments generated by CTSS, DALI, and CE, yielding different aligned protein regions.
Keywords
biology computing; interactive systems; molecular biophysics; proteins; user interfaces; 3D histogram; Smith-Waterman algorithm; interactive user interface; protein molecules; protein structure alignment; protein structure comparison; residue context; vectors; Amino acids; Costs; Databases; Drugs; Geometry; Histograms; Phylogeny; Proteins; Spine; Testing; Protein Structure Comparison; Residue Contexts;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on
Conference_Location
Okinawa
Print_ISBN
978-0-7695-3096-3
Type
conf
DOI
10.1109/WAINA.2008.22
Filename
4483013
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