TF binding models beat database motif annotation, researcher shows with CTCF example

jmschreiber91 · x · 2026-10-31

The author argues DNA sequence binding models are often more reliable than seqlet calling plus database annotation: matching motifs back to databases frequently yields weird results, e.g. an obvious CTCF motif being called as something else. Paired with their CATv1 models, these binding models work like ChromBPNet+BPNet or the AlphaGenome Atlas—offering complementary readouts of the same sequence across different genomic modalities.

Related event: UMass releases BATv1: 46k-parameter model atlas covering 3,429 TF binding experiments(14 posts)→

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