Summary statistics from GWAS of the individual cohorts, containing variants with imputation quality (INFO score) > 0.8 and minor allele frequency > 0.01, were meta-analyzed with a fixed effects standard error weighted meta-analysis using METAL (version 2011-03-25)74. Only variants supported by an effective sample size greater than 60% were retained in the final summary statistics (6,774,224 variants).