From: MULTI-K: accurate classification of microarray subtypes using ensemble k-means clustering
Data set | Acquisition | Description of known subclasses | DNA Chip |
---|---|---|---|
Leukemia | ALL B-cell (38), ALL T-cell (9), AML (25) | Affymetrix HuFL | |
Lymphoma | GEO (GSE60) | B-CLL (12), FL (9), DLBCL (68) | cDNA |
Colon tumor | GEO (GSE5206) | Colon tumor (100), Normal colon (5) | Affymetrix U133 Plus 2.0 |
Thyroid tumor I | GEO (GSE3467) | Thyroid tumor (9), Normal thyroid (9) | Affymetrix U133 Plus 2.0 |
Thyroid tumor II | GEO (GSE3678) | Thyroid tumor (7), Normal thyroid (7) | Affymetrix U133 Plus 2.0 |
St. Jude | BCR-ABL (15), E2A-PBX1 (27), Hyperdip-50 (64), MLL (20), T-ALL (43), TEL-AML1 (79) | Affymetrix U95A | |
Normal tissue I | GEO (GDS422) | Bone (2), Liver (2), Heart (2), Spleen (2), Lung (2), Kidney (2), Skeletal (2), Thymus (2), Brain (2), Spinal (2), Prostate (2), Pancreas (2) | Affymetrix U95A |
Normal tissue II | Bladder (7), Breast (5), Cerebellum (3), Colon (11), Germinal Center (6), Kidney (12), Lung (7), Ovary (4), Pancreas (10), PBM (5), Prostate (9), Uterus (6), Whole Brain (5) | Affymetrix HuFL |