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Integration of Alzheimer’s disease genetics and myeloid genomics identifies disease risk regulatory elements and genes
- 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.
- Subjects :
- 0301 basic medicine
Aging
Myeloid
Neuroimmunology
General Physics and Astronomy
Genome-wide association study
Neurodegenerative
Regulatory Sequences, Nucleic Acid
Alzheimer's Disease
Genome informatics
0302 clinical medicine
2.1 Biological and endogenous factors
Myeloid Cells
Aetiology
Epigenomics
Genetics
Regulation of gene expression
Multidisciplinary
Functional genomics
Genomics
Alzheimer's disease
medicine.anatomical_structure
Regulatory sequence
Neurological
Microglia
Biotechnology
Science
Induced Pluripotent Stem Cells
Biology
Article
General Biochemistry, Genetics and Molecular Biology
03 medical and health sciences
Alzheimer Disease
Acquired Cognitive Impairment
medicine
Humans
Genetic Predisposition to Disease
Gene
Alleles
Nucleic Acid
Prevention
Macrophages
Human Genome
Neurosciences
Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD)
General Chemistry
Stem Cell Research
Brain Disorders
030104 developmental biology
Gene Expression Regulation
Dementia
Transcriptome
Regulatory Sequences
030217 neurology & neurosurgery
Genome-Wide Association Study
Subjects
Details
- ISSN :
- 20411723
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Nature Communications
- Accession number :
- edsair.doi.dedup.....3883058a0fa900be5da512a2fa7a1ae0