In particular, the interaction between SMYD3 and AMPK was confirmed in multiple gastrointestinal cancer cell lines (CRC, GC, hepatocellular carcinoma, pancreatic cancer), confirming the role of SMYD3 in the metabolism of gastrointestinal cancer [124]. The gene discussed is SMYD3; the disease is hepatocellular carcinoma.