The top plot illustrates that XL9 regulatory polymorphisms can completely remove the associations of HLA-DRB1 and HLA-DQA1 imputation variants with SLE, but does not remove the DQB1 imputation or 5’ region regulatory haplotype associations. Here, HLA-DRB1 is linked to systemic lupus erythematosus.