Among these pathways, “MAPK signalling”, “signalling by EGFR in cancer”, “PI3K/Akt signalling”, “signalling by SCF-KIT”, “signalling by hedgehog” are the top ranked (amongst top 20; R > 3.5) in both the metastatic melanoma stages. The gene discussed is AKT1; the disease is metastatic melanoma.