As shown in Fig. 3g, SLC1A4 and MUC1 (AUC = 0.719 and 0.744, respectively) had a credible diagnostic value for NAFLD. The gene discussed is MUC1; the disease is metabolic dysfunction-associated steatotic liver disease.