In addition to the constitutively expressed CTLA-4 on Tregs involved in immune evasion, PD-1, TIM-3, and lymphocyte activating gene 3 (LAG-3) also have significant associations in HCC progression. The gene discussed is PDCD1; the disease is hepatocellular carcinoma.