This is consistent with a recent study that looked at CD8+ T cells extracted from HCC tissue and found that tumors with a high number of PD-1 high CD8+ T cells are more responsive to PD-1 blocking [33]. The gene discussed is PDCD1; the disease is hepatocellular carcinoma.