DocumentCode :
3477886
Title :
Multifractal Analysis of Chaos Game Representation Images of Mitochondrial DNA
Author :
Tavassoly, Iman ; Tavassoly, Omid ; Rad, Mohammad Soltany Rezaee ; Dastjerdi, Negar Mottaghi
fYear :
2007
fDate :
11-13 Oct. 2007
Firstpage :
224
Lastpage :
229
Abstract :
Chaos Game Representation (CGR) is an iterative mapping method which can convert a nucleotide sequence into a unique and scale-independent image. In CGR image of a DNA sequence both global and local patterns are displayed. These images allow us to investigate hidden self-similar patterns in genomic sequences. In this paper the fractal properties of these images have been quantified by fractal dimension calculation and fractal quantitative characteristics of CGR images have been considered by multifractal analysis to evaluate the possible evolutionary properties of the CGR images of mitochondrial DNA (mtDNA) in 10 different species. The multifractal spectra of CGR images of mtDNA sequences revealed that there is some evolutionary information in them which is applicable in phylogenetic studies. Further studies can help to establish a novel hypothesis on the application of fractal dimensions of CGR images of mtDNA for reconstructing phylogeny. .
Keywords :
Bioinformatics; Chaos; DNA; Fractals; Genomics; Image analysis; Image converters; Iterative methods; Phylogeny; Sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Frontiers in the Convergence of Bioscience and Information Technologies, 2007. FBIT 2007
Conference_Location :
Jeju City, South Korea
Print_ISBN :
978-0-7695-2999-8
Type :
conf
DOI :
10.1109/FBIT.2007.5
Filename :
4524108
Link To Document :
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