Pregnant women with a history of abortion, miscarriage and pre-mature birth as complications had higher risk of developing GDM (Table 5).The risk of developing GDM increased with increasing plasma insulin (OR 1.04 P = 0.256) and progesterone (OR 1.04 P = 0.05). Here, INS is linked to gestational diabetes.