The top three master regulators identified for the 26 genes upregulated in the GE1-HCC subgroup included two cell-surface proteins involved in pro-survival signaling in the liver and E2F1, a key regulator of the cell cycle. The gene discussed is EDC4; the disease is hepatocellular carcinoma.