In the NAFLD dataset GSE89632, the AUC was 0.672 for ASS1, indicating lower accuracy in predicting the correct classification of case and normal groups, whereas the AUC values for HDAC2, SIRT3, and VEGFA are 0.729, 0.750, and 0.861, respectively (over 0.7), signifying their high accuracy in predicting the correct classification of case and normal groups. Here, SIRT3 is linked to metabolic dysfunction-associated steatotic liver disease.