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PMID: 10563018 Published · ppublish English Journal Article

Genomic signature: characterization and classification of species assessed by chaos game representation of sequences.

Molecular biology and evolution ·Vol. 16 ·No. 10 ·1999-10-00 ·Pages 1391-9

Deschavanne PJ, Giron A, Vilain J, Fagot G, Fertil B

Abstract

We explored DNA structures of genomes by means of a new tool derived from the "chaotic dynamical systems" theory (the so-called chaos game representation [CGR]), which allows the depiction of frequencies of oligonucleotides in the form of images. Using CGR, we observe that subsequences of a genome exhibit the main characteristics of the whole genome, attesting to the validity of the genomic signature concept. Base concentrations, stretches (runs of complementary bases or purines/pyrimidines), and patches (over- or underexpressed words of various lengths) are the main factors explaining the variability observed among sequences. The distance between images may be considered a measure of phylogenetic proximity. Eukaryotes and prokaryotes can be identified merely on the basis of their DNA structures.

MeSH Terms
Algorithms Animals Classification Computer Simulation DNA/analysis,genetics Evolution, Molecular Genome Humans Image Processing, Computer-Assisted Phylogeny Species Specificity
Chemicals
DNA
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Deschavanne P J
Laboratoire de Mutagénèse, Institut Jacques Monod, Paris, France. [email protected]
Giron A
Vilain J
Fagot G
Fertil B
Article Info
Journal
Molecular biology and evolution
Abbr.
Mol Biol Evol
ISSN
0737-4038
Published
1999-10-00
Pages
1391-9
Language
English
Region
United States
NLM ID
8501455
Subset
IM
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