Using the 4,775,763 SNPs present across the 11 disorders, the unstructured multivariate GWAS identified 184 associated loci at a conventional genome-wide significance threshold (P < 5 × 10−8)38, 39 of which were not in LD with any of the univariate associations (see Fig. 6 for Miami plots, Supplementary Fig. 32 for QQ-plots, and Supplementary Table 12 for individual hits).