AKT1 and gestational diabetes: In summary, the molecular mechanism of GDM constitutes a multi-pathway, multi-level regulatory network involving key players such as PI3K/AKT/mTOR, PPARγ, AMPK, HIF-1α, and thyroid hormone signaling.