We have conducted the largest and most ancestrally diverse GWAS meta-analysis for GDM, where we identified associations mapping to MTNR1B, TCF7L2, CDKAL1, CDKN2A-CDKN2B and HKDC1. Here, CDKN2A is linked to gestational diabetes.