Title :
Spectral Analysis of DNA Sequence: The Exon´s Location Method
Author :
Oueslati, Afef Elloumi ; Lachiri, Zied ; Ellouze, Noureddine
Author_Institution :
Campus Univ., Tunis
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;
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
DOI :
10.1109/ICDSP.2007.4288532