“…Twofield resolution alleles of HLA-A, HLA-B, HLA-C class I genes, and HLA-DPB1, HLA-DQA1, HLA-DQB1, and HLA-DRB1 class II genes were imputed using R package HIBAG v1.22 24 for the following dataset: EADB, GR@ACE, GERAD, EADI, DemGene, Bonn, CCHS, UK Biobank, IPDGC, NINDS, NGRC, McGill, Oslo, PPMI, APDGC, LARGE-PD, ADSP, ADGC, GARD, NCGG. When available, training sets specific to ancestry (European, East Asian, Latino, African) and genotyping array were used, either available through HIBAG 24 or trained in-house as previously described 19 .…”