According to the above analysis, 4 genes with definite functions in human cancer, including GMFG, integrin subunit α 1 (ITGA1), C–C motif chemokine ligand 2 (CCL2) and G Protein-coupled receptor 65 (GPR65) were selected for further validation by qPCR. The gene discussed is GPR65; the disease is cancer.