The log-rank tests for all three biomarkers were statistically significant (Log-rank P < 0.0001), confirming that high ALT, AST, and the ALT/AST ratio were associated with a higher incidence of diabetes (Fig. 2). Here, GPT is linked to diabetes mellitus.