Genome-wide association studies (GWASs) have reported numerous
associations between risk variants and Alzheimer’s disease (AD).
However, these associations do not necessarily indicate a causal relationship.
If the risk variants can be demonstrated to be biologically functional, the
possibility of a causal relationship would be increased. In this article, we
reviewed all of the published GWASs to extract the genome-wide
significant (p<5×10−8) and replicated associations
between risk variants and AD or AD-biomarkers. The regulatory effects of these
risk variants on the expression of a novel class of non-coding RNAs (piRNAs) and
protein-coding RNAs (mRNAs), the alteration of proteins caused by these
variants, the associations between AD and these variants in our own sample, the
expression of piRNAs, mRNAs and proteins in human brains targeted by these
variants, the expression correlations between the risk genes and
APOE, the pathways and networks that the risk genes
belonged to, and the possible long non-coding RNAs (LncRNAs) that might regulate
the risk genes were analyzed, to investigate the potential biological
functions of the risk variants and explore the potential mechanisms underlying
the SNP-AD associations. We found replicated and significant associations for AD
or AD-biomarkers, surprisingly, only at 17 SNPs located in 11
genes/snRNAs/LncRNAs in eight genomic regions. Most of these 17 SNPs enriched
some AD-related pathways or networks, and were potentially functional in
regulating piRNAs and mRNAs; some SNPs were associated with AD in our sample,
and some SNPs altered protein structures. Most of the protein-coding genes
regulated by the risk SNPs were expressed in human brain and correlated with
APOE expression. We conclude that these variants were most
robust risk markers for AD, and their contributions to AD risk was likely to be
causal. As expected, APOE and the lipoprotein metabolism pathway possess the
highest weight among these contributions.