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Deep learning connects DNA traces to transcription to reveal predictive features beyond enhancer–promoter contact

Chromatin architecture plays an important role in gene regulation. Recent advances in super-resolution microscopy have made it possible to measure chromatin 3D structure and transcription in thousands of single cells. However, leveraging these complex data sets with a computationally unbiased method...

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Detalles Bibliográficos
Autores principales: Rajpurkar, Aparna R., Mateo, Leslie J., Murphy, Sedona E., Boettiger, Alistair N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187657/
https://www.ncbi.nlm.nih.gov/pubmed/34103507
http://dx.doi.org/10.1038/s41467-021-23831-4