In conclusion, the accumulating evidence of HKDC1's association with immune cell infiltration and tumor size further underscores its role in overall survival and personalized therapeutic strategies in conditions like pancreatic adenocarcinoma and hepatocellular carcinoma. The gene discussed is HKDC1; the disease is hepatocellular carcinoma.