TNF-α contributes to the risk of GDM by inhibiting insulin signaling and increasing glucose uptake regulated by insulin, thereby inducing insulin resistance during pregnancy.23, 24Secondly, high ferritin levels are thought to be associated with the development of GDM. Here, INS is linked to Insulin resistance.