Moreover, our bioinformatics analysis also identified that CMTM4-related DEGs were involved in HCC immunity regulation and showed prognostic value in HCC, further providing a possible theoretical evidence for the prognostic significance of CMTM4 and PD-L1 co-expression combined with T cell infiltration in HCC. This evidence concerns the gene CMTM4 and hepatocellular carcinoma.