HLA-DQA1 and gestational diabetes: These results suggest that HLA-DQA1/DQB1 gene variants have significant genetic regulatory effects on the pathogenesis of GDM, potentially altering individuals’ susceptibility to GDM through single-locus effects, multifactor combinations, and gene-environment interactions.