Gene expression data from 62 colorectal cancers

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We stratified colorectal tumor samples using a new unsupervised, iterative method based on non-negative matrix factorization (NMF). The resulting five subtypes exhibited activation of specific signaling pathways, and significant differences in microsatellite status and tumor location. We could also align three CRC cell lines panels to these subtypes.

Cancer Type: Colorectal Cancer

GPL: 570

Number of Genes with Data: 978

Number Observations: 62

Number Outputs: 4

Imbalanced Ratio: 0.368421053

Default Task: Classification