We further confirmed that carrying APOE4 alleles or having a higher PRS of ADRD was associated with significantly increased risk of dementia and poorer cognitive function in both cohorts (Fig. 1d, Extended Data Fig. 1b, Supplementary Fig. 1, Supplementary Table 4 and Supplementary Text). This evidence concerns the gene APOE and dementia.