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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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Detalles Bibliográficos
Autores principales: Koukouli, Evanthia, Wang, Dennis, Dondelinger, Frank, Park, Juhyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7920352/
https://www.ncbi.nlm.nih.gov/pubmed/33493149
http://dx.doi.org/10.1371/journal.pcbi.1008066