To identify the signatures of high immune risk, immune escape and better response to immunotherapies (anti-PD1/CTLA4) in HCC, we selected cluster1 and cluster3 as the phenotypes for comparison, because of the variances in clinical, molecular and genomic characteristics of cluster1 and cluster3 as described above. The gene discussed is PDCD1; the disease is hepatocellular carcinoma.