As for HIV-related HCC, the largest single-arm multicenter study of 387 HIV-infected patients with HCC showed that the albumin-bilirubin grade highlights the interplay between liver reserve and immune dysfunction as a potential prognostic factor for the survival of patients with HIV+ HCC [46]. The gene discussed is ALB; the disease is hepatocellular carcinoma.