Herein, we validated the correlation of GLP-1R gene polymorphisms with GDM risk and evaluated the effects of GLP-1R polymorphisms on β cell function and glucose homeostasis to provide preliminary evidence for the genetic and etiological study of GDM. Here, GLP1R is linked to gestational diabetes.