Several studies have revealed that GNPDA1 is one of the nine-gene amino acid metabolism-related risk signatures that are constructed to indicate the overall survival of hepatocellular carcinoma patients [38,42]. The gene discussed is GNPDA1; the disease is hepatocellular carcinoma.