No significant difference was observed in the TNFA expression profile between the GDM, pGDM, and NGT groups, although a tendency for a decreased TNFA level was seen in the pGDM group compared to the GDM group (FC = 0.69, p = 0.0795). Here, TNF is linked to gestational diabetes.