These findings underscore the unique relationship between fetal serum Pref-1 concentration, exposure to GDM, and gestational age, highlighting the potential utility of Pref-1 as a biomarker in discerning the impact of GDM on fetal development during pregnancy. Here, DLK1 is linked to gestational diabetes.