The study identified a novel five prognostic genes (ADH1A, ADH1B, ADH6, ALDOB, and FBP1) that were significantly associated with OS in HCC patients, they were mainly expressed in monocytes and macrophages. Here, FBP1 is linked to hepatocellular carcinoma.