There have been many studies based on the expression of PD-1 in the immune microenvironment of liver cancer to explore its role, but these studies mainly focus on samples with high PD-1 expression (Tan et al., 2019; Voutsadakis, 2019). Here, PDCD1 is linked to liver cancer.