All individuals of both GWAS samples underwent SNP marker QC as described previously (4,45). In detail, QC filters for individuals were checked for Mendelian inconsistencies in the family-based GWAS sample (>5% of all SNPs), the application of an SNP call rate of 95% and a minimum genotyping quality as assessed by Affymetrix Contrast QC > 0.4.