Concurrently, the insulin-PI3K/Akt signaling pathway was dysregulated in the placentas of GDM patients and glucosamine-treated trophoblast cells, indicating an association between insulin-PI3K/Akt signaling pathway dysregulation in placental cells and maternal IR. This evidence concerns the gene INS and gestational diabetes.