However, in multivariate analysis, ATX emerged as the strongest and most consistent independent predictor of HCC recurrence, with a hazard ratio ranging from 6.38 to 10.50 across different models (p values: 0.001–0.006), whereas M2BPGi was not independently associated with recurrence risk. The gene discussed is ENPP2; the disease is hepatocellular carcinoma.