In the derivation cohort, univariate analysis using the Cox proportional hazards model identified AFP, the FIB-4 index, and TSP-2 as factors contributing to HCC occurrence (p < 0.01) (Table 2). The gene discussed is AFP; the disease is hepatocellular carcinoma.