Therefore, MGAT1’s transcriptional profile in HCC or associated macrophages serves as a promising biomarker, potentially improving diagnostic accuracy and prognostic predictions for HCC patients. The gene discussed is MGAT1; the disease is hepatocellular carcinoma.