Different imputation methods had been used to infer genotypes at untyped variants across the 3 studies. A stringent approach to quality control of the imputed genotypes was therefore taken. The robustness of results was ensured by directly genotyping in the original samples any SNPs that gave significant signals based on imputed genotype data.