• DocumentCode
    2442329
  • Title

    Statistical significance and biological relevance of a sinusoidal pattern detected in translational free energy signals

  • Author

    Ponnala, L. ; Stomp, A. ; Bitzer, D.L. ; Vouk, M.A.

  • Author_Institution
    North Carolina State Univ., Raleigh, NC
  • fYear
    2006
  • fDate
    28-30 May 2006
  • Firstpage
    55
  • Lastpage
    56
  • Abstract
    Interactions of the ribosome with the mRNA constitute the mechanism of translation in bacteria. We hypothesize that a variable free energy pattern arising from repeated hybridizations of the rRNA tail with a moving window of mRNA sequence could encode information required to maintain translational reading frame. If present, this signal should exist in all coding regions and signal processing methods should prove valuable in characterizing and decoding this signal. Our analysis shows that a variable energy pattern does exist and it can be modeled as a discrete sinusoidal signal of frequency 1/3 cycles/base in approximately 65% of verified coding regions. For the remaining 35% of coding regions, a low signal-to-noise ratio is the most likely explanation of the apparent absence of a detectable periodic signal.
  • Keywords
    biology computing; free energy; macromolecules; molecular biophysics; signal detection; signal processing; statistical analysis; biological relevance; detectable periodic signal; discrete sinusoidal signal; free energy pattern; mRNA sequence; rRNA tail; repeated hybridizations; ribosome interactions; signal processing methods; signal-to-noise ratio; sinusoidal pattern; statistical significance; translational free energy signals; translational reading frame; variable energy pattern; Biological information theory; Biomedical signal processing; Decoding; Frequency; Microorganisms; Pattern analysis; Signal analysis; Signal processing; Signal to noise ratio; Tail;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Genomic Signal Processing and Statistics, 2006. GENSIPS '06. IEEE International Workshop on
  • Conference_Location
    College Station, TX
  • Print_ISBN
    1-4244-0384-7
  • Electronic_ISBN
    1-4244-0385-5
  • Type

    conf

  • DOI
    10.1109/GENSIPS.2006.353153
  • Filename
    4161774