Although our study suggests that the AST/ALT ratio in early pregnancy is an independent predictor of GDM, contemporary clinical decision-making increasingly favors comprehensive risk-stratification models that combine biomarkers and clinical parameters. Here, GPT is linked to gestational diabetes.