In the present study, the univariate analysis showed that the antepartum characteristics associated with prediabetes and DM in postpartum were age, history of GDM or macrosomia, pre-pregnancy BMI, gestational age at diagnosis of GDM, insulin therapy in pregnancy, HbA1c level, delivery by cesarean section, and macrosomia. The gene discussed is INS; the disease is gestational diabetes.