We verified associations between polymorphisms in genes including TCF7L2, GCK, KCNJ11, KCNQ1, CDKAL1, IGF2BP2, and IRS1 and risk of GDM in a Chinese population. Here, TCF7L2 is linked to gestational diabetes.