The lasso regression analysis revealed that three glucose metabolism-related genes involved in NAFLD were applied to the prognosis prediction model (the risk score = (0.1177) × SERPINE1 + (0.0046) × VCAN + (0.0141) × TFPI2) (Figure 4(a)). Here, TFPI2 is linked to metabolic dysfunction-associated steatotic liver disease.