To evaluate the effective number of tests we used the Li and Ji (2005)33 method which performs an initial step of filtering out SNPs with MAF<0.01 (imputation is less reliable for these and power is also limited for most odds ratios). Among the 4,751,148 markers with that MAF there were 1,182,363 effective tests.