Significantly upregulated pathways in GDM placentas included several immune responses (IL-1β, IL-2, IL-6, TNFα, IFNγ, TGF-β) and downregulation of glycolysis and cell cycle pathways (31–33). This evidence concerns the gene TNF and gestational diabetes.