A combination of AFP RNAscope and GPC3 (AUC = 0.868) provided improved performance in HCC detection compared GPC3 alone (NRI = 0.180, p < 0.001 and IDI = 0.204, p < 0.001). The gene discussed is GPC3; the disease is hepatocellular carcinoma.