Systematic prediction of drug resistance caused by transporter genes in cancer cells

Abstract To study the drug resistance problem caused by transporters, we leveraged multiple large-scale public data sets of drug sensitivity, cell line genetic and transcriptional profiles, and gene silencing experiments. Through systematic integration of these data sets, we built various machine le...

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Bibliographic Details
Main Authors: Yao Shen, Zhipeng Yan
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-86921-9