In addition, a retrospective study confirmed that pre-pregnancy obesity may modify the association between maternal thyroid hormone sensitivity and the development of GDM, indicating a potential synergistic effect between impaired thyroid regulation and glucose metabolism in obese women (23). The gene discussed is TG; the disease is gestational diabetes.