Of these, VWF had a better diagnostic efficiency for CHB and LC, with AUC values of 0.914 (Fig. 5d), whereas CO9 had a better diagnostic efficiency for CHB and HCC, with AUC values of 0.857 (Fig. 5e). Here, VWF is linked to hepatocellular carcinoma.