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. Here, ME1 is linked to hepatocellular carcinoma.