Nonlinear Dynamics, Psychology, and Life Sciences, Vol. 12, Iss. 2, Apr, 2008, pp. 133-151 @2008 Society for Chaos Theory in Psychology & Life Sciences New Method to Study DNA Sequences: The Languages of Evolution Abstract: Recently, several authors have reported statistical evidence for
deterministic dynamics in the flux of genetic information, suggesting that
evolution involves the emergence and maintenance of a fractal landscape in
DNA chains. Here we examine the idea that motif repetition lies at the origin
of these statistical properties of DNA. To analyse repetition patterns we
apply a modification of the BDS statistic, devised to analyze complex economic
dynamics and adapted here to DNA sequence analysis. This provides a new method
to detect structured signals in genetic information. We compare naturally occurring
DNA sequences along the evolutionary tree with randomly generated sequences and also
with simulated sequences with repetition motifs. For easier understanding, we also
define a new statistic for a DNA sequence that constitutes a specific fingerprint.
The new methods are applied to exon and intron DNA sequences, finding specific statistical
differences. Moreover, by analysing DNA sequences of different species from Bacteria
to Man, we explore the evolution of these linguistic DNA features along the evolutionary
tree. The results are consistent with the idea that all the flux of DNA information need
not be random, but may be structured along the evolutionary tree. The implications for
evolutionary theory are discussed. Keywords: heterochromatin, DNA, complexity, fractals, evolution, self-organization |