Thus, in this prospective cohort study, we aimed to explore further effect of obesity and thyroid hormone parameters in the first trimester on the risk of GDM and the potential mediated effect of thyroid hormone on the association between pre-pregnancy BMI and GDM. The gene discussed is TG; the disease is gestational diabetes.