The genes were mainly associated with glycolysis/gluconeogenesis, the HIF-1 signaling pathway, central carbon metabolism of cancer, fructose and mannose metabolism, the PI3K-Akt signaling pathway, and the pentose phosphate pathway. The gene discussed is AKT1; the disease is cancer.