The EpCAM+ AFP+ HCC subgroup harbored progenitor features with a poor prognosis, while the EpCAM-AFP-HCC subset had adult hepatocyte features with a good prognosis. The gene discussed is AFP; the disease is hepatocellular carcinoma.