A total of 97 HCC patients with cirrhosis were selected from TCGA, and 5 genes (ADH1C, ACSL4, GPD2, ME1, NCAPH2) were selected to construct a FAM-related prognosis signature via Lasso–Cox regression using this cohort. The gene discussed is GPD2; the disease is hepatocellular carcinoma.