Xiang et al. concluded by weighted gene co-expression network analysis that PDCD1 is a prognosis-related gene in CCRCC and is significantly associated with T-cell CD8, monocyte and mast cell resting [48]. This evidence concerns the gene PDCD1 and nonpapillary renal cell carcinoma.