The results indicate that PM may interfere with the functions of key proteins such as STAT3, AKT1, and TP53, which in turn perturbs the HIF-1 and thyroid hormone signaling pathways, ultimately leading to GDM. The gene discussed is AKT1; the disease is gestational diabetes.