We observed the most extensive metabolomic perturbations in overweight women with E-GDM, in accordance with reports showing high risks of perinatal complications in insulin-resistant [4], early-onset [7] and overweight [6, 47] GDM subtypes. This evidence concerns the gene INS and gestational diabetes.