Haydeh Payami and colleagues report results of a genome-wide association study for Parkinson's disease. They identify common variants in the HLA region associated with the late-onset sporadic form of the disease and replicate published associations with SNCA, MAPT and GAK. Parkinson's disease is a common disorder that leads to motor and cognitive disability. We performed a genome-wide association study of 2,000 individuals with Parkinson's disease (cases) and 1,986 unaffected controls from the NeuroGenetics Research Consortium (NGRC)1,2,3,4,5. We confirmed associations with SNCA2,6,7,8 and MAPT3,7,8,9, replicated an association with GAK9 (using data from the NGRC and a previous study9, P = 3.2 × 10−9) and detected a new association with the HLA region (using data from the NGRC only, P = 2.9 × 10−8), which replicated in two datasets (meta-analysis P = 1.9 × 10−10). The HLA association was uniform across all genetic and environmental risk strata and was strong in sporadic (P = 5.5 × 10−10) and late-onset (P = 2.4 × 10−8) disease. The association peak we found was at rs3129882, a noncoding variant in HLA-DRA. Two studies have previously suggested that rs3129882 influences expression of HLA-DR and HLA-DQ10,11. The brains of individuals with Parkinson's disease show upregulation of DR antigens and the presence of DR-positive reactive microglia12, and nonsteroidal anti-inflammatory drugs reduce Parkinson's disease risk4,13. The genetic association with HLA supports the involvement of the immune system in Parkinson's disease and offers new targets for drug development.