Stroke genetics informs drug discovery and risk prediction across ancestries
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Published version
OA Location
Author(s)
Type
Journal Article
Abstract
Previous genome-wide association studies (GWASs) of stroke — the second leading cause of death worldwide — were conducted predominantly in populations of European ancestry1,2. Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis3, and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach4, we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry5. Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.
Date Issued
2022-09-30
Date Acceptance
2022-07-29
Citation
Nature, 2022, 611, pp.115-123
ISSN
0028-0836
Publisher
Springer Science and Business Media LLC
Start Page
115
End Page
123
Journal / Book Title
Nature
Volume
611
Copyright Statement
© The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
License URL
Identifier
https://www.nature.com/articles/s41586-022-05165-3
Subjects
Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
GENOME-WIDE ASSOCIATION
MENDELIAN RANDOMIZATION
POLYGENIC RISK
HERITABILITY
STATISTICS
EXPRESSION
BRAIN
ATLAS
REGULARIZATION
METAANALYSIS
Humans
Brain Ischemia
Drug Discovery
Genetic Predisposition to Disease
Genome-Wide Association Study
Ischemic Stroke
Molecular Targeted Therapy
Multifactorial Inheritance
Europe
Far East
Africa
COMPASS Consortium
INVENT Consortium
Dutch Parelsnoer Initiative (PSI) Cerebrovascular Disease Study Group
Estonian Biobank
PRECISE4Q Consortium
FinnGen Consortium
NINDS Stroke Genetics Network (SiGN)
MEGASTROKE Consortium
SIREN Consortium
China Kadoorie Biobank Collaborative Group
VA Million Veteran Program
International Stroke Genetics Consortium (ISGC)
Biobank Japan
CHARGE Consortium
GIGASTROKE Consortium
Humans
Brain Ischemia
Genetic Predisposition to Disease
Multifactorial Inheritance
Africa
Far East
Europe
Genome-Wide Association Study
Drug Discovery
Molecular Targeted Therapy
Ischemic Stroke
General Science & Technology
Publication Status
Published
Date Publish Online
2022-09-30