We next investigated imputation across populations. We compared imputation of CEU or TSI using the CEU reference panel, CHD or CHB+JPT using the CHB+JPT reference panel, and YRI or LWK using the YRI reference panel. Imputation into closely related populations worked well for common but not for low-frequency alleles (Supplementary Table 11).