A total of 707,557 autosomal SNPs passed quality control. Given their limited power to detect association, SNPs with a minor allele frequency below 5% (n=115,872) were excluded from further analysis. Thus association analysis was performed with the remaining 591,685 SNPs, giving a Bonferronic corrected threshold for genome-wide significance of p=8.45×10−8.