Then, four key genes (UCK2, SMS, PFKFB4 and MAPT) among the survival-related DEGs were screened to establish prognostic features related to immunity and metabolism by analysing the TCGA-LIHC transcriptome and clinical data from HCC samples. The gene discussed is SMS; the disease is hepatocellular carcinoma.