… single-cell level drug sensitivity as it establishes bridges among drug sensitivity, gene … of bulk-level drugresponseRNA-seq information from the Genomics of Drug Sensitivity in Cancer (…
… response labels (sensitive or resistant) of cell lines from the GDSC dataset. Direct predictions generated by the drugresponse predictor on scRNA-seq (as … cell drugresponse prediction …
B Van de Sande, JS Lee, E Mutasa-Gottgens… - Nature Reviews Drug …, 2023 - nature.com
… In clinical development, scRNA-seq can inform decision-… of drugresponse and disease progression. Here, we illustrate how scRNA-seq methods are being applied in key steps in drug …
C Ye, DJ Ho, M Neri, C Yang, T Kulkarni… - Nature …, 2018 - nature.com
… report Digital RNA with pertUrbation of Genes (DRUG-seq), a high-throughput platform for drug … RNA-seq is a powerful tool to investigate drug effects using transcriptome changes as a …
CY Hsieh, JH Wen, SM Lin, TY Tseng, JH Huang… - Computational and …, 2023 - Elsevier
… scRNA-seq analysis to drugresponse prediction. In scDrug, we first constructed the workflow, the scRNA-seq analysis pipeline, for a comprehensive analysis of the scRNA-seq data. …
… into the drugresponse, we performed full-length single-cell RNAsequencing (scRNA-seq) … , celecoxib and the combination of the two drugs, respectively. To compare the global …
S Shaheen, F Fawaz, S Shah… - International journal of …, 2018 - mdpi.com
… and MDA-MB-231 treated with drugs JQ1 and Dexamethasone, respectively, to elucidate the mechanism of drug resistance. RNAsequencing(RNA-Seq) data analysis was done using …
KT Kim, HW Lee, HO Lee, SC Kim, YJ Seo, W Chung… - Genome biology, 2015 - Springer
… RNAsequencing (RNA-seq) of single tumor cells can provide comprehensive information … of heterogeneous tumor cell functional responses into customized anti-cancer treatments. …
SK Rathe, BS Moriarity, CB Stoltenberg, M Kurata… - Scientific reports, 2014 - nature.com
… in drugresponse would allow us to focus on the most prominent change in the cells. RNA … RNA-sequencing platform. Numerous software tools were used to evaluate the resulting …