GEPIA datasets further validated that T cell exhaustion markers were positively correlated with PRDM1 levels in HCC, indicating the TILs regulation of PRDM1 expression (Supplementary Fig. 1b). Here, PRDM1 is linked to hepatocellular carcinoma.