Interestingly, the ROC curve analysis indicated that none of these markers could predict the 3-year and 5-year recurrence rate of early HCC and only STMN1 could better predict the 1-year recurrence rate of early HCC (Supplementary Fig. S6D). Here, STMN1 is linked to hepatocellular carcinoma.