In addition, larger pre-pregnancy BMI (≥25) has significant association in MTNR1B (rs10830963) with GDM, indicating the potential effects of obesity on the role of MTNR1B mutation in GDM risk10. This evidence concerns the gene MTNR1B and gestational diabetes.