The use of a biomarker panel of AFP and PIVKA-II in combination with age and gender improved accuracy of detecting HCC and differentiating HCC from non-malignant liver disease in a US study population as compared to the individual biomarkers alone. This evidence concerns the gene AFP and hepatocellular carcinoma.