Both hCG and thyroid hormone are associated with the risk of GDM——relatively higher hCG might decrease the risk of GDM through multiple mechanisms such as immunomodulatory effect, anti-oxidative stress, anti-inflammatory and so on; thyroid function might have bidirectional regulation on glucose metabolism (37, 43, 44). Here, TG is linked to gestational diabetes.