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Updated: Apr 26, 2026

Mapping Alzheimer's Disease Variants to Their Target Genes Using Computational Analysis of Chromatin Configuration
Published on: January 9, 2020
Rare Variants and Transcriptomics in Alzheimer disease
Crystal Humphries1, Martin A Kohli2
1Department of Human Genetics, John T. Macdonald Foundation, University of Miami, Miller School of Medicine, 1501 NW 10th Avenue (BRB-531), Miami, FL 33136, USA ; John P. Hussman Institute for Human Genomics (HIHG), University of Miami, Miller School of Medicine, 1501 NW 10th Avenue (BRB-531), Miami, FL 33136, USA.
Genetic studies confirm the amyloid hypothesis for Alzheimer's disease (AD). Rare variants in genes like TREM2 offer new insights into AD mechanisms and potential personalized treatments.
Area of Science:
- Neuroscience
- Genetics
- Molecular Biology
Background:
- Alzheimer's disease (AD) is a prevalent dementia in older adults, lacking effective treatments.
- Early-onset AD (EOAD) is linked to mutations in APP, PSEN1, and PSEN2 genes.
- Late-onset AD (LOAD) susceptibility is associated with common variants in over 20 genes, notably APOE.
Purpose of the Study:
- To review rare susceptibility variants in LOAD with significant effects.
- To highlight recently identified variants in APP, TREM2, and PLD3 genes.
- To discuss the implications of genetic findings for AD pathogenesis and personalized medicine.
Main Methods:
- Review of human genetic studies, including genome-wide association studies (GWAS).
- Analysis of rare variant data in EOAD and LOAD.
- Integration of transcriptomics data across various tissues.
Main Results:
- Human genetic studies consistently support the amyloid hypothesis for both EOAD and LOAD.
- Identification of rare variants in APP, TREM2, and PLD3 with substantial effects on AD risk.
- Overlapping biological processes (inflammation, cytoskeleton, synapses) identified between genetic and transcriptomic studies.
Conclusions:
- Genetic evidence strongly supports the amyloid cascade hypothesis in Alzheimer's disease.
- Rare variants in specific genes play a significant role in AD pathogenesis.
- Transcriptomic profiles in pre-symptomatic carriers suggest early molecular changes, paving the way for personalized medicine approaches.
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