In this study, we observed that the gene signature was closely associated with infiltrating immune cells in the tumor microenvironment as memory B cells, activated memory CD4 + T cells, follicular helper T cells, and M0 macrophages were abundant in patients with high risk scores. This evidence concerns the gene CD4 and neoplasm.