Interestingly, a number of PNPLA3, TM6F2 and MBOAT7 risk variants significantly predicted HCC, independently of other clinical factors, although this model did not significantly improve the accuracy in the prediction of the risk for HCC. The gene discussed is PNPLA3; the disease is hepatocellular carcinoma.