The results of the multivariate analysis indicated that several independent predictive factors were significantly associated with PFS, including ALB, AFP, tumor number, NLR, and PD-1 inhibitor treatment (HR=0.63; 95% CI: 0.46-0.86, P =0.004). The gene discussed is AFP; the disease is neoplasm.