Cancer immunotherapy, particularly immune checkpoint inhibitors targeting the programmed cell death protein 1 (PD-1)/PD-L1 axis, has revolutionized treatment for cancers such as melanoma, non-small cell lung cancer, and renal cell carcinoma. The gene discussed is PDCD1; the disease is hereditary clear cell renal cell carcinoma.