In the multivariate analysis, adjusting for smoking status, alcohol use, and race (white versus non-white); both agrin and IL6 remain as significant predictors of HCC (p = 0.006 and p = 0.011, respectively). The gene discussed is AGRN; the disease is hepatocellular carcinoma.