Title of article :
Shannon information and self-similarity in whole genomes Original Research Article
Author/Authors :
Ta-Yuan Chen، نويسنده , , Li-Ching Hsieh، نويسنده , , Hoong-Chien Lee، نويسنده ,
Issue Information :
دوهفته نامه با شماره پیاپی سال 2005
Abstract :
The Shannon information (SI) in distributions of occurrence frequency of short words in whole genomes is shown to exhibit universality. For given word length, the SI in genomes of all lengths is the same as that in random sequences of a universal lengths image. For the shorter words image is far shorter than the genome. For example, image bases for three-letter words. We further show that whole genomes are highly self-similar in the sense that any segment of the genome down to a length of image, about twice image, also shares the universal property. We devise a simple genome growth model in which genome-size sequences grown by maximally stochastic segmental duplication and random mutation possess the universal and self-similar properties of genomes.
Keywords :
Shannon information , self-similarity , Universality class , Complete genomes
Journal title :
Computer Physics Communications
Journal title :
Computer Physics Communications