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Polygenic risk score analysis identifies deleterious protein-coding variants in novel immune pathway genesATP8B4, FCGR1A, andLILRB1that associate with Alzheimer’s disease
- Publication Year :
- 2022
- Publisher :
- Cold Spring Harbor Laboratory, 2022.
-
Abstract
- BackgroundAlterations in innate immunity are pathologically associated with and genetically implicated in Alzheimer’s disease (AD). In the whole exome sequence (WES) dataset generated by the Alzheimer’s Disease Sequencing Project (ADSP), only the previously identified p.R47H variant in the innate immunity gene,TREM2, shows study-wide association with risk of AD. Using a novel approach, we searched the ADSP WES data to identify additional immune pathway genes with deleterious variants that, likeTREM2.pR47H, show strong association with AD.MethodsUsing polygenic risk scores (PRS) to analyze association with AD, we evaluated deleterious variants (CADD Phred-scaled score > 20) with a minor allele count of 20 or more in 228 genes comprising an immune co-expression network containingTREM2(CENTREM2). A significant polygenic component composed of deleterious stop-gain and non-synonymous variants was identified, and false discovery rates were determined for the variants in this component. In genes harboring a significant variant, PRS for all variants in the genes were then analyzed.ResultsThe PRS for the 182 deleterious variants in CENTREM2showed significant association with AD that was driven by 142 deleterious variants (136 non-synonymous, 6 stop-gain). In the 142 variant polygenic component, four variants had significant AD risk association:TREM2.pR47H, two deleterious stop-gain variants (FCGR1A.pR92X, andLILRB1.pY331X) in novel AD genes and 1 non-synonymous variant(ATP8B4.pG395S). Remarkably, PRS for the 36 additional variants in these four genes also showed significant association with AD. The PRS for all 40 variants in the 4 genes, showed significant, replicable association with AD and 3 additional variants in this polygenic component had significant false discovery rates:ATP8B4.pR1059Q,LILRB1.pP7P, andLILRB1.pY327Y.ConclusionsHere, we identify 3 immune pathway genes (ATP8B4, LILRB1, andFCGR1A) with a variant that associates with AD. LikeTREM2.pR47H, each of the variants has a minor allele frequency less than 1% and is a deleterious, protein altering variant with a strong effect that increases or decreases (LILRB1.pY331X) risk of AD. Additional variants in these genes also alter risk of AD. The variants identified here are ideally suited for studies aimed at understanding how the innate immune system may be modulated to alter risk of AD.
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi...........3551cfd4420d47bbf53f6aba9f394123