We found that pregestational BMI was significantly associated with an earlier diagnosis of GDM and increased requirement of glucose lowering medication, with mothers with obesity needing the highest amount of insulin units per day. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.