Although no significant correlations were found between GDF1 and GAGE family members, which might be due to no expression of GAGEs in certain proportion of HCC patients, significant positive correlation was found between GDF1 and MAGE or LY6 family members (Supplementary Fig. 4f). This evidence concerns the gene GDF1 and hepatocellular carcinoma.