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
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;
Conference_Titel :
Intelligent Control/Intelligent Systems and Semiotics, 1999. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-5665-9
DOI :
10.1109/ISIC.1999.796682