In addition, PF4 and PPBP may function as tumor suppressors in cirrhotic HCC, meanwhile, CCL19 may act as a protective factor in non-cirrhotic HCC, while miRNAs regulate mechanisms still unclear, further experimental trials are still need to be launched in the future. This evidence concerns the gene PPBP and neoplasm.