Automated incorporation of pairwise dependency in transcription factor binding site prediction using dinucleotide weight tensors.
Gene regulatory networks are ultimately encoded by the sequence-specific binding of (TFs) to short DNA segments. Although it is customary to represent the binding specificity of a TF by a position-specific weight matrix (PSWM), which assumes each position within a site contributes independently to t...
Main Authors: | Saeed Omidi, Mihaela Zavolan, Mikhail Pachkov, Jeremie Breda, Severin Berger, Erik van Nimwegen |
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Format: | Article |
Language: | English |
Published: |
Public Library of Science (PLoS)
2017-07-01
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Series: | PLoS Computational Biology |
Online Access: | https://doi.org/10.1371/journal.pcbi.1005176 |
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