Furthermore, by conducting the DEG analysis and a subsequent enrichment analysis comparing HCC tissues with the XIRP2 mutation and the XIRP2 wildtype, it was observed that the XIRP2 mutation significantly impacts the metal ion metabolism process, specifically zinc ion and copper ion. Here, XIRP2 is linked to hepatocellular carcinoma.