We investigated the consistency of our top hits across each of the different groups in our study. Table S2 shows to what extent the top hits in each individual sample (e.g., in the EA group) showed evidence of association in the other samples (e.g., in the AA group). Top hits within AA were not significant in EA and vice versa, suggesting that variation that contributes to BD may differ between the two ancestral groups.