In this study, 11 pairs of highly correlated genes and a panel of genes (cyp1a2-cyp2c19-il6) were identified in the core OAMs throughout the progression of CHB to cirrhosis and HCC. The gene discussed is CYP2C19; the disease is hepatocellular carcinoma.