In this study, we identified potential melanoma tumor antigens: GZMB, GBP4, CD79A, APOBEC3F, IDO1, JCHAIN, LAG3, PLA2G2D, XCL2 by mutation analysis, expression analysis, and immune infiltration correlation analysis. This evidence concerns the gene IDO1 and melanoma.