HLA-DQB1 and type 1 diabetes mellitus: We then constructed multivariate regression models for individual populations that incorporated our T1D risk-associated HLA amino acid polymorphisms and classical alleles of HLA-DRB1 and HLA-DQB1, and compared the effects of these variants.