Besides, DEIRGs are also involved in some vital signal pathways, such as the JAK-STAT signaling pathway, PI3K-Akt signaling pathway, PD-L1 expression, and PD-1 checkpoint pathway in the cancer MAPK signaling pathway (Additional file 2: Table S2). The gene discussed is SOAT1; the disease is cancer.