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.

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

Title
Integration of Alzheimer’s disease genetics and myeloid genomics identifies disease risk regulatory elements and genes
Author
Novikova Gloriia 1   VIAFID ORCID Logo  ; Kapoor Manav 2 ; TCW Julia 2   VIAFID ORCID Logo  ; Abud, Edsel M 3 ; Efthymiou, Anastasia G 1 ; Chen, Steven X 4   VIAFID ORCID Logo  ; Cheng Haoxiang 5   VIAFID ORCID Logo  ; Fullard, John F 6 ; Bendl Jaroslav 6   VIAFID ORCID Logo  ; Liu, Yiyuan 1 ; Roussos Panos 6   VIAFID ORCID Logo  ; Björkegren, Johan LM 7   VIAFID ORCID Logo  ; Liu, Yunlong 4 ; Poon, Wayne W 8   VIAFID ORCID Logo  ; Hao Ke 5   VIAFID ORCID Logo  ; Marcora Edoardo 2   VIAFID ORCID Logo  ; Goate, Alison M 2   VIAFID ORCID Logo 

 Icahn School of Medicine at Mount Sinai, Ronald M. Loeb Center for Alzheimer’s Disease, Department of Neuroscience, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
 Icahn School of Medicine at Mount Sinai, Ronald M. Loeb Center for Alzheimer’s Disease, Department of Neuroscience, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
 University of California Irvine, Department of Neurobiology & Behavior, Irvine, USA (GRID:grid.266093.8) (ISNI:0000 0001 0668 7243); University of California Irvine, Sue and Bill Gross Stem Cell Research Center, Irvine, USA (GRID:grid.266093.8) (ISNI:0000 0001 0668 7243) 
 Indiana University School of Medicine, Department of Medical and Molecular Genetics, Indianapolis, USA (GRID:grid.257413.6) (ISNI:0000 0001 2287 3919); Indiana University School of Medicine, Center for Computational Biology and Bioinformatics, Indianapolis, USA (GRID:grid.257413.6) (ISNI:0000 0001 2287 3919) 
 Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
 Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Icahn School of Medicine at Mount Sinai, Department of Psychiatry, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351) 
 Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351); Karolinska Universitetssjukhuset, Integrated Cardio Metabolic Centre, Department of Medicine, Karolinska Institutet, Huddinge, Sweden (GRID:grid.24381.3c) (ISNI:0000 0000 9241 5705) 
 University of California Irvine, Institute for Memory Impairments and Neurological Disorders, Irvine, USA (GRID:grid.266093.8) (ISNI:0000 0001 0668 7243) 
Publication year
2021
Publication date
2021
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2500687012
Copyright
© The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.