IRS1 and gestational diabetes: Meta-analyses of candidate gene studies and GWAS have identified multiple genes which are reproducibly associated with GDM, including TCF7L2, GCK, KCNJ11, KCNQ1, CDKAL1, IMP2, MTNR1B, and IRS1.