Related Experiment Video
Updated: Jan 8, 2026

Mapping Alzheimer's Disease Variants to Their Target Genes Using Computational Analysis of Chromatin Configuration
Published on: January 9, 2020
Multi-ancestry exome-wide study identifies variants associated with Alzheimer's disease protection
Zainab Khurshid1,2, John J Farrell2, Tong Tong1,2
1Bioinformatics Program, Boston University, Boston, MA, USA.
This study identified novel rare variants associated with Alzheimer's disease (AD) risk in diverse populations. Findings in genes like BTBD8 and LINGO1 offer new insights into AD pathogenesis.
Area of Science:
- Genetics
- Neuroscience
- Population Health
Background:
- Previous genome-wide studies identified associations between rare variants and late-onset Alzheimer's disease (AD), but larger sample sizes are needed.
- The study addresses the need for expanded research into the genetic underpinnings of AD across diverse ancestral groups.
Purpose of the Study:
- To identify associations between rare coding variants and Alzheimer's disease (AD) risk.
- To analyze a large-scale, multi-ancestry exome-wide dataset for novel genetic associations with AD.
Main Methods:
- Combined whole exome and whole genome sequencing data from the Alzheimer's Disease Sequencing Project (ADSP).
- Analyzed a sample of 34,202 individuals (≥60 years) across European, African American, Caribbean Hispanic, and Native American Hispanic populations.
- Utilized GENESIS for variant association testing and SAIGE for gene-based tests on predicted moderate and high-impact variants.
Main Results:
- Identified novel study-wide significant associations (p < 1.97×10⁻⁷) with variants in BTBD8, LINGO1, and KCNG2.
- Confirmed significant associations with APOE across all analyzed populations.
- Detected a significant association in Caribbean Hispanic individuals with the PSEN1 missense mutation G206A.
Conclusions:
- Identified rare variants in previously unrecognized genes associated with Alzheimer's disease risk.
- These findings contribute novel insights into the complex pathogenesis of Alzheimer's disease.
- The study underscores the importance of multi-ancestry analyses in uncovering AD genetic architecture.
More Related Videos
09:38Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
09:34Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Related Concept Videos
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
Alzheimer's Disease: Treatment
Single Nucleotide Polymorphisms-SNPs