Table 5.

Statistics of three commonly used public data resources for the development of drug sensitivity analysis methods

	GDSC	CTRP v2	CCLE
Number of experiments	>200 K	>300 K	>11 K
Number of tissue types	30	25	38
Total number of cell lines	1001	1107	1457
Number of cell lines tested on drug screening	990	887	947
Number of drugs tested on drug screening	265	544	24
Gene expression	✓		✓
Copy number variation	✓		✓
DNA methylation	✓		✓
Mutation	✓		✓

Note: GDSC, Genomics of Drug Sensitivity in Cancer [32]; CTRP, Cancer Therapeutics Response Portal [33]; CCLE, Cancer Cell Line Encyclopedia [34].