High expression of MMP9 indicated higher levels of PD1, CTLA4 and CD8A and poor survival in partial HCC patients, which was in line with our above analysis that some HCC patients with high CD8 T cell infiltration but dysfunction were immunosuppressed. Here, PDCD1 is linked to hepatocellular carcinoma.