KCNQ1 and gestational diabetes: Against this backdrop, we aimed to investigate the association of KCNQ1 gene polymorphisms (rs2237897, rs163184, rs151290, and rs2237892) with GDM risk in a Chinese population, providing valuable theoretical insights for the early detection and prevention of GDM.