GPT and diabetes mellitus: When using only liver enzymes (AST, ALT), gastrointestinal symptoms (diarrhea and bloating), chronic liver disease, age and diabetes mellitus, the ROC curve (Fig. 3) for this combination of factors attained AUC 0.799 with AST as the strongest predictor for hospitalization (Table 3).