While micronutrients like chromium and zinc are theoretically linked to improved insulin sensitivity [40,41], major guidelines reviewed; including the latest from ADA [12], Diabetes Canada [13], KDA [11], and the French CNGOF/SFD [16], explicitly do not recommend their routine supplementation for managing established GDM, citing insufficient high-quality evidence. Here, INS is linked to gestational diabetes.