ROC curve analysis showed that CXCL8, DDX60, IFI44l, RSAD2, and RTP44 had better diagnostic efficiency for normal and tumor tissues, and the combined diagnosis was more effective. The gene discussed is CXCL8; the disease is neoplasm.