A new study refines the association signals for rheumatoid arthritis susceptibility in the major histocompatibility complex (MHC) region to five amino-acid positions encoded in three HLA genes, all within peptide-binding grooves. By adapting statistical methods from genome-wide association studies (GWAS) and using imputation from a large reference panel, they demonstrate the potential for this approach to identify functional variants in associated regions.