Genes upregulated in subtype 1 were functionally annotated as cancer-related signalings, such as PI3K/Akt signaling and MAPK signaling, and functionally annotated as focal adhesion, cytokine-cytokine receptor interaction and extracellular matrix (ECM)-receptor interaction (Fig. 2e). The gene discussed is AKT1; the disease is cancer.