There are several public databases where we can download drug response results.
Preclinical data (ex: cell lines, PDX)
| Database | Sample size | Features | Label |
|---|---|---|---|
| Cancer Cell Line Encyclopedia (CCLE) | 504 | mRNA, Mutation, CNA | IC50 |
| Genomics of Drug Sensitivity in Cancer (GDSC) | 988 | mRNA, Mutation, CNA | IC50 |
| NCI60 | 60 | mRNA, Mutation, CNA | IC50 |
| Patient-Derived Xenografts (PDX) | GE, Mutation, CNA | RECIST |
Clinical data
| Database | Samples | Features | Label |
|---|---|---|---|
| The Cancer Genome Atlas (TCGA) | Patients | ? | ? |
| 2014 | Patients | ? | ? |