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Uncovering Novel Atrial Fibrillation Genetics Through Pleiotropic Overlap with Life's Essential 8
Jingxian Wu1, Xueying Qin1,2, Shuting Xie1
1Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
This study reveals shared genetic factors between atrial fibrillation (AF) and Life's Essential 8 (LE8) health metrics, identifying novel risk loci and advancing understanding of AF etiology.
Area of Science:
- Cardiovascular Genetics
- Polygenic Disorders
- Genomic Epidemiology
Background:
- Atrial fibrillation (AF) is a complex polygenic disorder with incompletely understood genetic underpinnings.
- The genetic architecture of AF is influenced by cardiometabolic and behavioral factors.
Purpose of the Study:
- To investigate the shared genetic architecture between AF and Life's Essential 8 (LE8) components.
- To identify novel genetic loci and biological mechanisms contributing to AF etiology through pleiotropy.
Main Methods:
- Utilized LD score regression to estimate genetic correlations between AF and LE8 traits.
- Applied conditional false discovery rate and colocalization analyses to identify shared loci.
- Prioritized candidate genes using region-based annotation and functional predictors.
Main Results:
- Significant genetic correlations were found between AF and all LE8 components.
- Identified 970 pleiotropic loci and 137 distinct colocalized regions shared between AF and LE8 traits.
- Prioritized 164 candidate genes, including 40 novel ones, enriched in cardiac development and contraction pathways.
- Blood pressure showed the most extensive shared genetic architecture with AF.
Conclusions:
- Established a genetic pleiotropy-informed framework for discovering novel AF risk loci.
- Advanced understanding of shared genetic architecture and biological mechanisms between AF and LE8 components.
- Polygenic risk scores from shared loci associated with AF, arrhythmia, and heart failure.
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