• 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