Literature DB >> 12366158

Simplifying the mosaic description of DNA sequences.

Rajeev K Azad1, J Subba Rao, Wentian Li, Ramakrishna Ramaswamy.   

Abstract

By using the Jensen-Shannon divergence, genomic DNA can be divided into compositionally distinct domains through a standard recursive segmentation procedure. Each domain, while significantly different from its neighbors, may, however, share compositional similarity with one or more distant (non-neighboring) domains. We thus obtain a coarse-grained description of the given DNA string in terms of a smaller set of distinct domain labels. This yields a minimal domain description of a given DNA sequence, significantly reducing its organizational complexity. This procedure gives a new means of evaluating genomic complexity as one examines organisms ranging from bacteria to human. The mosaic organization of DNA sequences could have originated from the insertion of fragments of one genome (the parasite) inside another (the host), and we present numerical experiments that are suggestive of this scenario.

Entities:  

Year:  2002        PMID: 12366158     DOI: 10.1103/PhysRevE.66.031913

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  4 in total

1.  Organizational heterogeneity of vertebrate genomes.

Authors:  Svetlana Frenkel; Valery Kirzhner; Abraham Korol
Journal:  PLoS One       Date:  2012-02-27       Impact factor: 3.240

2.  Detection of genomic islands via segmental genome heterogeneity.

Authors:  Aaron J Arvey; Rajeev K Azad; Alpan Raval; Jeffrey G Lawrence
Journal:  Nucleic Acids Res       Date:  2009-07-09       Impact factor: 16.971

3.  Interpreting genomic data via entropic dissection.

Authors:  Rajeev K Azad; Jing Li
Journal:  Nucleic Acids Res       Date:  2012-10-03       Impact factor: 16.971

4.  Generalization of entropy based divergence measures for symbolic sequence analysis.

Authors:  Miguel A Ré; Rajeev K Azad
Journal:  PLoS One       Date:  2014-04-11       Impact factor: 3.240

  4 in total

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