From multi-omics integration towards novel genomic interaction networks to identify key cancer cell line characteristics

Abstract Cancer is a complex disease where cancer cells express epigenetic and transcriptomic mechanisms to promote tumor initiation, progression, and survival. To extract relevant features from the 2019 Cancer Cell Line Encyclopedia (CCLE), a multi-layer nonnegative matrix factorization approach is...

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Bibliographic Details
Main Authors: T. J. M. Kuijpers, J. C. S. Kleinjans, D. G. J. Jennen
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-90047-3