During the monitoring period, 8 out of the 38 pregnant women with GDM required insulin therapy (GDM-I group), while 30 out of the 38 GDM cases achieved glycemic control solely with diet (GDM-D group). The gene discussed is INS; the disease is gestational diabetes.