At the same time, pathway analysis indicates that these DEIRGs are involved in the JAK-STAT signaling pathway, PI3K-Akt signaling pathway, PD-1 checkpoint pathway in cancer, and MAPK signaling pathway. This evidence concerns the gene AKT1 and cancer.