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Integration of Alzheimer’s disease genetics and myeloid genomics identifies disease risk regulatory elements and genes

Authors :
Manav Kapoor
Wayne W. Poon
Edsel M. Abud
John F. Fullard
Jaroslav Bendl
Yunlong Liu
Alison Goate
Edoardo Marcora
Julia Tcw
Panos Roussos
Anastasia G. Efthymiou
Johan L.M. Björkegren
Ke Hao
Yiyuan Liu
Steven X. Chen
Gloriia Novikova
Haoxiang Cheng
Source :
Nature Communications, Nature communications, vol 12, iss 1, Nature Communications, Vol 12, Iss 1, Pp 1-14 (2021)
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

Genome-wide association studies (GWAS) have identified more than 40 loci associated with Alzheimer’s disease (AD), but the causal variants, regulatory elements, genes and pathways remain largely unknown, impeding a mechanistic understanding of AD pathogenesis. Previously, we showed that AD risk alleles are enriched in myeloid-specific epigenomic annotations. Here, we show that they are specifically enriched in active enhancers of monocytes, macrophages and microglia. We integrated AD GWAS with myeloid epigenomic and transcriptomic datasets using analytical approaches to link myeloid enhancer activity to target gene expression regulation and AD risk modification. We identify AD risk enhancers and nominate candidate causal genes among their likely targets (including AP4E1, AP4M1, APBB3, BIN1, MS4A4A, MS4A6A, PILRA, RABEP1, SPI1, TP53INP1, and ZYX) in twenty loci. Fine-mapping of these enhancers nominates candidate functional variants that likely modify AD risk by regulating gene expression in myeloid cells. In the MS4A locus we identified a single candidate functional variant and validated it in human induced pluripotent stem cell (hiPSC)-derived microglia and brain. Taken together, this study integrates AD GWAS with multiple myeloid genomic datasets to investigate the mechanisms of AD risk alleles and nominates candidate functional variants, regulatory elements and genes that likely modulate disease susceptibility.<br />This study integrates Alzheimer’s disease (AD) GWAS data with myeloid cell genomics, and reports that myeloid active enhancers are most burdened by AD risk alleles. The authors also nominate candidate causal regulatory elements, variants and genes that likely modulate the risk for AD.

Details

ISSN :
20411723
Volume :
12
Database :
OpenAIRE
Journal :
Nature Communications
Accession number :
edsair.doi.dedup.....3883058a0fa900be5da512a2fa7a1ae0