Although insulin treatment of GDM did not affect HDL size, the clear differences in serum lipid concentrations between metformin and insulin treated GDM patients (Huhtala et al., 2020) could be the confounder explaining discrepant associations to offspring β-cell function. This evidence concerns the gene INS and gestational diabetes.