The results showed that expression levels of these 7 genes were all down-regulated in the HCC samples compared to CAF cells, among which 6 genes, SPRED1, PFKP, ENG, KLF2, FSCN1 and VCAN, were significantly down-regulated in HCC. Here, VCAN is linked to hepatocellular carcinoma.