To calculate the “maxFDR,” an upper bound on the false discovery rate (FDR) for a GWAS, we used the MTAG software16 and followed the methodology described in section 1.4.3 of Turley et al.’s Supplementary Information16. The maxFDR is defined as the maximum theoretical FDR over a range of possible fractions of null SNPs (πnull).