In particular, immune checkpoint inhibitors targeting PD-1/PD-L1 and CTLA-4 have significantly improved clinical outcomes in patients with melanoma, non-small cell lung cancer, and renal cell carcinoma [31–33]. The gene discussed is PDCD1; the disease is non-small cell lung carcinoma.