Additionally, the degree of PD-1/PD-L1 interaction is positively correlated with the prognosis of patients with renal clear cell carcinoma, malignant melanoma, and metastatic NSCLC. This evidence concerns the gene PDCD1 and clear cell renal carcinoma.