GDM history in a prior pregnancy, GDM diagnosis at < 24 weeks gestation, personal history of hypothyroidism, instrumental delivery, lactation, ethnicity, antenatal depression, blood pressure, genetic risk factors, and insulinogenic index/fasting immunoreactive insulin were each included only in one model (Fig. 2). This evidence concerns the gene INS and gestational diabetes.