Physical Review Letters · 2005 · 20 citations · 9 references
Life SciencesEvolutionary BiologyGeneticsGenome EvolutionGenomicsInformation TheoryDna SequencingGenomic DivergenceGenomic VariationDivergence From RandomnessDna Sequence AnalysisDna Sequence CompositionRates Of Sequence EvolutionSequence DivergenceShannon EntropyShannon Mutual Information
Shannon information (SI) and its special case, divergence, are defined for a DNA sequence in terms of probabilities of chemical words in the sequence and are computed for a set of complete genomes highly diverse in length and composition. We find the following: SI (but not divergence) is inversely proportional to sequence length for a random sequence but is length independent for genomes; the genomic SI is always greater and, for shorter words and longer sequences, hundreds to thousands times greater than the SI in a random sequence whose length and composition match those of the genome; genomic SIs appear to have word-length dependent universal values. The universality is inferred to be an evolution footprint of a universal mode for genome growth.
9
A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
Jacques van Helden, Bruno André, Julio Collado‐Vides · Journal of Molecular Biology · 1998 · 750 citations