PDCD1 and nonpapillary renal cell carcinoma: To ensure the accuracy of our results, we extracted all 613 ccRCC samples from the TCGA database and determined the expression levels of PD-1 (PDCD1), PD-L1 (CD274), and CTLA4 in each sample.