Additive and non-additive effect sizes are shown for all haplotypes with significant non-additive disease contribution in rheumatoid arthritis (RA: HLA-DRB1), type 1 diabetes (T1D: HLA-DRB1-DQA1-DQB1), psoriasis vulgaris (PsV: HLA-C), and celiac disease (CeD: HLA-DQA1-DQB1). For diseases associated with multiple HLA loci, linked classical alleles across those loci were analyzed as haplotypes. P-values indicate the significance of improvement in fit of separate haplotype-specific models after sequentially including the additive and the non-additive term for a given haplotype. Odds ratios (OR) and 95% confidence intervals (CI) are given for a purely additive scenario (equivalent to a in Fig. 2a) and for a non-additive scenario, in which heterozygotes and homozygotes have separate effects (equivalent to a+d and 2a in Fig. 2a, respectively). Haplotypes are ordered by significance of the non-additive effect within each dataset.