TF and adenoma: Roughly half the TF gene expression perturbations found in carcinomas were already evident in adenomas (Additional file 12: Figure S6; genes listed in Additional file 13: Table S6 and Additional file 14: Table S7), suggesting that the tumorigenic transcriptional program is already well underway during the preinvasive stage.