• Similar FABP4 levels in GDM and control groups.• Significantly elevated FABP4 levels in women with BMI > 25 in GDM and control groups. (p < 0.001).• A significantly positive correlation between FABP4 levels and BMI in GDM and control groups (p < 0.001). Here, FABP4 is linked to gestational diabetes.