In addition, we investigated the performance of our model in a set of 61 HCC patients with normal serum AFP (< 20ng ml−1), which achieved an AUC of 0.947 (95% CI 0.905–0.963) in differentiating HCC patients with normal AFP from non-HCC individuals. This evidence concerns the gene AFP and hepatocellular carcinoma.