Some of the cancer type-specific TF networks we show in Fig. 8 are already known to have a functional role in the same tumor type, such as PU.1 in AML [59] and TCF7L2 in colorectal cancer [28, 60–63]. This evidence concerns the gene SPI1 and acute myeloid leukemia.