Three immune molecular subtypes of renal clear cell carcinoma based on CTLA-4, PD-1/PD-L1, CMTM6 and CMTM4 were found with different clinical and immunological characteristics [42]. The gene discussed is PDCD1; the disease is clear cell renal carcinoma.