The interactions between tumor-infiltrating immune cells and tumors were complex, and the negative correlation between risk scores and tumor-infiltrating immune cells (B cells, CD4+ T cells, CD8+ T cells, neutrophils, macrophages, and dendritic cells) suggested an association between risk scores and infiltration of immune cells. This evidence concerns the gene CD4 and neoplasm.