Title :
Classification of Escherichia coli K-12 ribosome binding sites
Author :
May, Elebeoba E. ; Vouk, Mladen A. ; Bitzer, Donald L.
Author_Institution :
Sandia Nat. Labs., Albuquerque, NM, USA
Abstract :
Drawing on parallels between genetic information processing in living organisms and the processing of communications data, we develop an error-control coding-based translation initiation classification system that uses an eleven base classification window. An overview of channel codes and a summary of the translation initiation process are presented. Parallels between the two are drawn and a brief review of a channel code model for translation initiation is shown. A block-code Bayesian classifier is presented and the results of applying the system to the translation start site location problem for Escherichia coli K-12 is discussed.
Keywords :
Bayes methods; biology computing; error correction codes; genetics; molecular biophysics; Escherichia coli K-12; block-code Bayesian classifier; channel codes; eleven base classification window; error-control coding; genetic information processing; ribosome binding sites; translation initiation classification system; translation start site location; Bayesian methods; Bioinformatics; Biological information theory; Biological system modeling; Genetic communication; Genomics; Hidden Markov models; Information theory; Proteins; Sequences;
Journal_Title :
Engineering in Medicine and Biology Magazine, IEEE
DOI :
10.1109/MEMB.2006.1578668