In the comparison between cirrhosis and HCC, we found that variants in HFE, TM6SF2, and TERT displayed larger effects on HCC compared with their effects on cirrhosis, while the KLF15 variant had no effect on cirrhosis and only affected the risk of HCC. This evidence concerns the gene HFE and hepatocellular carcinoma.