Therefore, we revealed that the RGS5+ CAFs, PLA2G2A+ CAFs and PDGFRα+ CAFs are closely related to hepatocarcinogenesis during the progression of HCC. This evidence concerns the gene RGS5 and hepatocellular carcinoma.