We performed stepwise analyses (Supplementary Note), conditioning associations in loci on their index SNP (and any subsequent conditionally independent associations) to identify regions that contained independent signals (conditional p<10−6). This analysis supported the existence of independent associations in ~10% of loci (Supplementary Table 10b).