Article
Deep Learning of Sequence Patterns for CCCTC-Binding Factor-Mediated Chromatin Loop Formation.
Journal of computational biology : a journal of computational molecular cell biology - 1 Feb 2021
Kuang Shuzhen, Wang Liangjiang
Abstract excerpt
The three-dimensional (3D) organization of the human genome is of crucial importance for gene regulation, and the CCCTC-binding factor (CTCF) plays an important role in chromatin interactions. However, it is still unclear what sequence patterns in addition to CTCF motif pairs determine chromatin loop formation. To discover the underlying sequence patterns, we have developed a deep learning model, called...
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