A graph-based motif detection algorithm models complex nucleotide dependencies in transcription factor binding sites.

In sum, these experiments demonstrate that the distribution of k -mers in motifs deviates from the distribution implied by the nucleotide distribution in highly significant, and sometimes surprising ways.

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