Accordingly, EC.SENESCENCE.SIG predicts response to anti-PD-L1/PD-1 or anti-CTLA-4 immunotherapy in multiple cancer entities including lung cancer, gastric cancer, urothelial carcinoma, renal cell carcinoma, and basal-cell carcinoma. The gene discussed is CD274; the disease is hereditary clear cell renal cell carcinoma.