Although much of the predictive power in T1D was due to the MHC complex effects and other known associations, the remaining SNPs in our models have substantial predictive value in their own right, and remarkably in RA, the genes not meeting GWAS significance provide better predictive value than the significant hits alone. Here, HLA-C is linked to type 1 diabetes mellitus.