Since the prognostic-related genes were closely related to immunotherapy, we selected five low-risk patients and five high-risk patients from the 22 ccRCC patients to analyze their positive staining for PD-1 and PD-L1 (Figure 9C). Here, PDCD1 is linked to nonpapillary renal cell carcinoma.