Discriminative Detection of Transcription Factor Binding Sites from Location Data

The interaction between transcription factors (TFs) and their DNA binding sites (motifs) plays a key role for understanding gene regulation mechanisms. While a number of methods have been proposed previously, most of them search for statistically over-represented patterns in the upstream sequences of clustered, and presumably co-regulated, groups of genes. On the other hand, genome