After genotyping, samples were subject of a battery of a quality control (QC) tests. We used the same protocol for both the discovery and validation datasets. Reported and genetic gender were examined using X-chromosome linked SNPs. Relatedness between samples, sample contaminations, miss identification and duplications were tested using genome-wide IBD estimation; inconsistent samples were dropped from the analysis. The numbers of remaining samples are listed in supplementary table 1.