These findings suggest that future research should explore the relationship between AST/ALT ratio and mortality in specific disease subgroups (such as hepatitis, septic shock, myocardial infarction, etc.)to more precisely evaluate its value and potential applications across different clinical contexts. Here, GPT is linked to Hepatitis.