In this study, we focused on the immune infiltrating status in melanoma and selected IGHV1-18, CXCL11, LTF and HLA-DQB1 from immune cell infiltration cluster as immune cell infiltration-related DEGs through the analysis of differences in melanoma samples and the construction of prognostic models. Here, HLA-DQB1 is linked to melanoma.