• DocumentCode
    3237713
  • Title

    Spectral Analysis of DNA Sequence: The Exon´s Location Method

  • Author

    Oueslati, Afef Elloumi ; Lachiri, Zied ; Ellouze, Noureddine

  • Author_Institution
    Campus Univ., Tunis
  • fYear
    2007
  • fDate
    1-4 July 2007
  • Firstpage
    115
  • Lastpage
    118
  • Abstract
    The system´s analysis concepts based on signal processing methods are considered as very important tools in the genomic field´s exploration. Spectral analysis of DNA sequences reveals genome´s specific periodicities. Studying one organism´s genome requires three steps. First, the DNA coding method: the DNA´s string data are transformed into numerical signal. Second periodicities are detected by spectral analysis. Third, following the evolution of this periodicity along the genome allows the exon´s, or protein coding region´s, location. In this paper, we expose the exon´s location method: including the coding and spectral analysis steps. After, we propose a two dimensional graphical representation for the spectrum. The experimental result including a variety of coding indicator´s methods reveals the importance of each base´s combination, from one base to four group bases, in the exon´s enhancement. The contributions in percent of each of this group´s indicator are finally estimated.
  • Keywords
    DNA; biology computing; cellular biophysics; genetics; molecular biophysics; molecular configurations; proteins; signal processing; spectral analysis; DNA coding; DNA periodicities; DNA sequence; exon´s location; genome; protein coding region; signal processing; spectral analysis; Amino acids; Bioinformatics; Biomedical signal processing; DNA; Genomics; Proteins; Sequences; Signal analysis; Signal processing; Spectral analysis; DNA sequence; coding methods; exon´s location; specific periodicity; spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing, 2007 15th International Conference on
  • Conference_Location
    Cardiff
  • Print_ISBN
    1-4244-0882-2
  • Electronic_ISBN
    1-4244-0882-2
  • Type

    conf

  • DOI
    10.1109/ICDSP.2007.4288532
  • Filename
    4288532