Twenty-seven of these associations are known disease loci reported in GWAS, including APOE, MME, CD2AP, CD33 and IL34 for AD, and CD40, CD58, EVI5, IL7R and STAT3 for MS, and 23 associations represent previously unreported genetic associations with neurodegenerative diseases. This evidence concerns the gene APOE and neurodegenerative disease.