DM signature genes LY6E, IFITM1, GADD45A, MT1M, and SPP1 are risk factors for HCC, strong association with the onset of HCC, and they show good diagnostic efficacy and are diagnostic targets for HCC. The gene discussed is LY6E; the disease is hepatocellular carcinoma.