In conclusion, this study identified six lactylate-related genes (ALB, G6PD, HMGA1, MKI67, RACGAP1, and RFC4) as promising independent prognostic biomarkers for HCC. The gene discussed is HMGA1; the disease is hepatocellular carcinoma.