Analysis of the top 20 SNPs contributing most significantly to LDpred PRS in the three comparison groups (CN vs. MCI, MCI vs. AD, and CN vs. AD) identified several key genes, including APOE, APOC1, CR1, CR1L, and TOMM40 (odds ratio > 1.5). Here, APOC1 is linked to Alzheimer disease.