DocumentCode
3206445
Title
Two indices can approximate four hundred and two amino acid properties
Author
Hagerty, C. Greg ; Muchnik, Ilya ; Kulikowski, Casimir ; Kim, Sung-Hou
Author_Institution
Dept. of Comput. Sci., Rutgers Univ., New Brunswick, NJ, USA
fYear
1999
fDate
1999
Firstpage
365
Lastpage
369
Abstract
We have developed a novel, general technique involving nonlinear transformation that summarizes the four hundred and two amino acid properties contained in the Nakai database in the form of two simply visualizable indices. The technique yields a higher fidelity of representation of the original data than linear methods, and results in a distribution of the amino acids which illustrates their dependence on size and hydrophobicity properties on the one hand, and their preference for belonging to loops vs. strands, on the other
Keywords
biology computing; molecular biophysics; Nakai database; amino acid properties; hydrophobicity; loops; nonlinear transformation; size; strands; visualizable indices; Amino acids; Chemistry; Computer science; Data visualization; Frequency; Laboratories; Multidimensional systems; Principal component analysis; Proteins; Visual databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control/Intelligent Systems and Semiotics, 1999. Proceedings of the 1999 IEEE International Symposium on
Conference_Location
Cambridge, MA
ISSN
2158-9860
Print_ISBN
0-7803-5665-9
Type
conf
DOI
10.1109/ISIC.1999.796682
Filename
796682
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