Therefore, the PTN-SDC1 and PTN-NCL interactions may regulate cancer-associated fibroblast in HCC by modulating B cells and CD8 + T cells, and PTN may be a novel mediator of CAF in HCC. This evidence concerns the gene CD8A and hepatocellular carcinoma.