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. Here, MT1M is linked to hepatocellular carcinoma.