Meanwhile, we discovered that the classical immune checkpoint genes including PD-1 (PDCD1) and PD-L1 (CD274) were present at a higher level in subgroups with high risk, which hinted that immune cells infiltrating into tumor tissue may lose their immunogenicity, resulting in the appearance of immunosuppression. This evidence concerns the gene PDCD1 and neoplasm.