By analyzing the immune characteristic within the TME, we found a reduction in the infiltration of anti-tumor immune cells in the high-risk group, such as CD8+ T cells, NK cells, tumor-infiltrating lymphocytes, CD4+ T cells, and T follicular helper cells (all p<0.001) (Figure 7A). This evidence concerns the gene CD4 and neoplasm.