A regularized functional regression model enabling transcriptome-wide dosage-dependent association study of cancer drug response.

Cancer treatments can be highly toxic and frequently only a subset of the patient population will benefit from a given treatment. Tumour genetic makeup plays an important role in cancer drug sensitivity. We suspect that gene expression markers could be used as a decision aid for treatment selection...

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Bibliographic Details
Main Authors: Evanthia Koukouli, Dennis Wang, Frank Dondelinger, Juhyun Park
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1008066