Previous studies have identified clinical and biochemical factors that are associated with the need for insulin therapy in women with GDM at the time of diagnosis [12–20], while a limited number of studies developed predictive models for the necessity of insulin therapy [14, 15, 20, 21]. Here, INS is linked to gestational diabetes.