As seen from the nomogram, the downregulated expression of LY6E, IFITM1, GADD45A, and MT1M and the upregulated expression of SPP1 were all risk factors for HCC and promote the risk of HCC. The gene discussed is MT1M; the disease is hepatocellular carcinoma.