INS and gestational diabetes: In terms of pregnancy outcomes, while early studies suggested that a low-carbohydrate diet reduced the insulin requirements and rates of LGA newborns [67], later studies found no significant benefits in terms of insulin use, timing of insulin initiation, or pregnancy outcomes in women with GDM compared to normal carbohydrate intake [74,75].