The results showed that BAMBI was associated with tumor proliferation, epithelial–mesenchymal transition (EMT) markers, glycolysis, fatty acid biosynthesis and degradation pathways, and immune checkpoint regulation in HCC. The gene discussed is BAMBI; the disease is hepatocellular carcinoma.