Molecular PsychiatryGenetic & Genomic MedicinePeer-reviewed journal article
Multi-ancestry meta-analysis and fine-mapping in Alzheimer's Disease
Julie LakeiD, Caroline Warly Solsberg, Jonggeol Jeffrey KimiD, Juliana Acosta‐UribeiD, Mary B. MakariousiD, Zizheng LiiD, Kristin S. LevineiD, Peter HeutinkiD, Chelsea X. AlvaradoiD, Dan VitaleiD, Sarang KangiD, Jungsoo GimiD, Kun Ho LeeiD, Stefanie Danielle Piña‐EscuderoiD, Luigi FerrucciiD, Andrew SingletoniD, Cornelis BlauwendraatiD, Mike A. NallsiD, Jennifer S. YokoyamaiD, Hampton L. LeonardiD
- Citations
- 91
- FWCI
- 15.08
- Field percentile
- top 1%
Abstract
Genome-wide association studies (GWAS) of Alzheimers disease are predominantly carried out in European ancestry individuals despite the known variation in genetic architecture and disease prevalence across global populations. We leveraged published and de novo GWAS from European, East Asian, African American, and Caribbean Hispanic populations to perform the largest multi-ancestry GWAS meta-analysis of Alzheimers disease to date. This method allowed us to identify two independent novel disease-associated loci on chromosome 3. We also leveraged diverse haplotype structures to fine-map nine loci and globally assessed the heterogeneity of known risk factors across populations. Additionally, we compared the generalizability of multi-ancestry- and single-ancestry-derived polygenic risk scores in a three-way admixed Colombian population. Our findings highlight the importance of multi-ancestry representation in uncovering and understanding putative factors that contribute to Alzheimers disease risk.
- organism: human
- assay: GWAS summary statistics
- research focus: fine-mapping
- research focus: variant effect prediction
- research focus: polygenic risk
- approach: statistical model
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