Furthermore, through GSEA, we found that DEGs associated with HCC are mainly related to the binding of immunoglobulin complexes, immunoglobulin receptors, and xenobiotic catabolic processes. The gene discussed is MPIG6B; the disease is hepatocellular carcinoma.