DocumentCode
797842
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
Volume
25
Issue
1
fYear
2006
Firstpage
90
Lastpage
97
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;
fLanguage
English
Journal_Title
Engineering in Medicine and Biology Magazine, IEEE
Publisher
ieee
ISSN
0739-5175
Type
jour
DOI
10.1109/MEMB.2006.1578668
Filename
1578668
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