Thirdly, the role of PTN in mediating CAF in cirrhosis-HCC progression need further exploration.Data has shown that CAFs regulate many wide-range of genes and transcription factors to activate signals which trigger fibroblasts to promote carcinogenesis [16]. Here, PTN is linked to hepatocellular carcinoma.