The LD-based pruning function in PLINK v1.07 was used to prune the 1,041,983 SNPs genotyped in the combined sample before association analyses were performed. The SNPs were pruned at r2 < 0.50 using a sliding window of 50 base pairs shifted by 5 base pairs following each pruning step.