Additionally, in hepatocellular carcinoma cell resistance-related studies, circMET,can drive hepatocellular carcinoma immunosuppression and anti-PD-1 therapy resistance via the miR-30-5p/Snail/DPP4 axis. The gene discussed is SNAI1; the disease is hepatocellular carcinoma.