Table 1.
Datasets Summary
| data set | category | no. of samples | no. of features | cancer description |
|---|---|---|---|---|
| MultiSource | CHOL | 36 | 20502 | cholangiocarcinoma |
| HNCC | 398 | 20502 | head and neck squamous cell carcinoma | |
| PAAD | 176 | 20502 | pancreatic adenocarcinoma | |
| normal | 33 | 20502 | normal tissue | |
| COAD | COAD | 262 | 20502 | colon adenocarcinoma |
| normal | 19 | 20502 | normal tissue | |
| GSE44076 | normal | 98 | 49385 | normal tissue |
| cancer | 98 | 49385 | colon adenocarcinoma | |
| GSE14020 | lung | 4 | 54675 | lung metastasizes from breast cancer |
| bone | 10 | 54675 | bone metastasizes from breast cancer | |
| brain | 15 | 54675 | brain metastasizes from breast cancer | |
| GSE39582 | normal | 19 | 54675 | normal tissue |
| cancer | 566 | 54675 | colorectal adenocarcinoma | |
| GSE18842 | normal | 45 | 54675 | normal tissue |
| cancer | 46 | 54675 | lung cancer | |
| GSE35988 | normal | 28 | 92529 | normal tissue |
| cancer | 94 | 92529 | prostate cancer | |
| GSE29272 | normal | 134 | 22283 | normal tissue |
| cancer | 134 | 22283 | gastric cancers | |
| GSE21034 | normal | 29 | 43418 | normal tissue |
| cancer | 150 | 43418 | prostate cancer | |
| GSE28735 | normal | 45 | 28868 | normal tissue |
| cancer | 45 | 28868 | pancreatic cancer |