The results consistently suggested that the BMI of the women might positively affect the difference of serum copeptin between women with and without GDM, and a high serum copeptin might be correlated with GDM in women with BMI ≥ 26 kg/m2. This evidence concerns the gene AVP and gestational diabetes.