In this cohort, as expected for gestational diabetes, exposure to ADDs increased over the course of pregnancy with most use occurring in the 3rd trimester when the diagnosis is made (reflected by the use of sulfonylureas and insulin). The gene discussed is INS; the disease is gestational diabetes.