The multivariate analysis identified several independent predictive factors for OS, including PLT, AST, ALB, tumor number, metastasis, and PD-1 inhibitor treatment (HR=0.63; 95% CI: 0.45-0.87, P =0.005). The gene discussed is ALB; the disease is neoplasm.