The results revealed the significant diagnostic values of PF4 and PPBP in cirrhotic HCC, and CCL19, CCL25 in non-cirrhotic HCC, while no significant diagnostic values of CNR1 in HCC with or without cirrhosis were found (Fig. 4). Here, PF4 is linked to hepatocellular carcinoma.