Results showed that the selected AGs in our risk model (BAK1, DKK1, and MIF) were negatively related to the infiltration levels of tumor-infiltrating lymphocytes (including T cells, B cells, and macrophages), suggesting a low immunosuppressive activity for HNSCC patients of the high-risk groups. The gene discussed is MIF; the disease is neoplasm.