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Bayesian Markov models improve the prediction of binding motifs beyond first order

Transcription factors (TFs) regulate gene expression by binding to specific DNA motifs. Accurate models for predicting binding affinities are crucial for quantitatively understanding of transcriptional regulation. Motifs are commonly described by position weight matrices, which assume that each posi...

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Détails bibliographiques
Publié dans:NAR Genom Bioinform
Auteurs principaux: Ge, Wanwan, Meier, Markus, Roth, Christian, Söding, Johannes
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2021
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8057495/
https://ncbi.nlm.nih.gov/pubmed/33928244
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/nargab/lqab026
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