Delineating relative homogeneous G+C domains in DNA sequences.
The concept of homogeneity of G+C content is always relative and subjective. This point is emphasized and quantified in this paper using a simple example of one sequence segmented into two subsequences. Whether the sequence is homogeneous or not can be answered by whether the two-subsequence model describes the DNA sequence better than the one-sequence model. There are at least three equivalent ways of looking at the 1-to-2 segmentation: Jensen-Shannon divergence measure, log likelihood ratio test, and model selection using Bayesian information criterion. Once a criterion is chosen, a DNA sequence can be recursively segmented into multiple domains. We use one subjective criterion called segmentation strength based on the Bayesian information criterion. Whether or not a sequence is homogeneous and how many domains it has depend on this criterion. We compare six different genome sequences (yeast S. cerevisiae chromosome III and IV, bacterium M. pneumoniae, human major histocompatibility complex sequence, longest contigs in human chromosome 21 and 22) by recursive segmentations at different strength criteria. Results by recursive segmentation confirm that yeast chromosome IV is more homogeneous than yeast chromosome III, human chromosome 21 is more homogeneous than human chromosome 22, and bacterial genomes may not be homogeneous due to short segments with distinct base compositions. The recursive segmentation also provides a quantitative criterion for identifying isochores in human sequences. Some features of our recursive segmentation, such as the possibility of delineating domain borders accurately, are superior to those of the moving-window approach commonly used in such analyses.
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Laboratory of Statistical Genetics, The Rockefeller University, 1230 York Avenue, Box 192, New York, NY 10021, USA. wli@linkage.rockefeller.edu
D001482:Base Composition; D002876:Chromosomes, Bacterial / Q000235:genetics; D015825:Chromosomes, Fungal / Q000235:genetics; D002891:Chromosomes, Human, Pair 21 / Q000235:genetics; D002892:Chromosomes, Human, Pair 22 / Q000235:genetics; D004247:DNA / Q000235:genetics*; D020862:GC Rich Sequence / Q000235:genetics*; D006801:Humans; D008957:Models, Genetic; D009177:Mycoplasma pneumoniae / Q000235:genetics; D012441:Saccharomyces cerevisiae / Q000235:genetics
D004247:DNA