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Exome-Wide Association Study Reveals Several Susceptibility Genes and Pathways Associated With Acute Coronary
Qiwen Zheng1, Yan Zhang2, Jie Jiang2
1Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China.
Insights
This study identified genetic variations linked to acute coronary syndromes (ACS) in Chinese Han individuals. A promising variant, rs10409124 at STRN4, showed potential impact across populations, with four genes associated with ACS.
Area of Science:
- Genetics
- Cardiovascular Disease Research
- Population Genetics
Background:
- Genome-wide association studies (GWAS) have identified over 150 susceptibility loci for coronary artery disease (CAD).
- A significant portion of CAD heritability remains unexplained, necessitating further investigation into genetic factors.
- Acute coronary syndromes (ACS) represent a critical manifestation of CAD, requiring deeper understanding of its genetic underpinnings.
Purpose of the Study:
- To identify population-based genetic variations associated with acute coronary syndromes (ACS) in individuals of Chinese Han descent.
- To enhance statistical power and reduce bias by integrating a risk prediction model into control selection for genetic association analysis.
- To explore aggregate effects of genetic variants through gene- and pathway-based analyses.
Main Methods:
- Exome-wide association analysis was conducted on 1,669 ACS patients and 1,935 healthy controls.
- Promising genetic variants were validated using an existing in silico dataset.
- Gene-based and pathway-based analyses were performed to assess the collective impact of variants within genes and biological pathways.
Main Results:
- No single association signal reached genome-wide significance after Bonferroni correction across all analyses.
- A specific variant, rs10409124 in the STRN4 gene, demonstrated potential association with ACS in both European and East Asian populations.
- Gene-based analysis identified four candidate genes (ANXA7, ZNF655, ZNF347, ZNF750) associated with ACS, with ZNF655 replicated in an independent dataset.
- Pathway analysis suggested the involvement of 32 potential pathways in ACS pathogenesis.
Conclusions:
- The study identified several candidate genes and pathways potentially involved in the pathogenesis of ACS.
- The variant rs10409124 at STRN4 warrants further investigation for its role in ACS across diverse populations.
- The identified genes and pathways represent potential targets for future therapeutic strategies in managing ACS.
Abstract:
Genome-wide association studies have identified more than 150 susceptibility loci for coronary artery disease (CAD); however, there is still a large proportion of missing heritability remaining to be investigated. This study sought to identify population-based genetic variation associated with acute coronary syndromes (ACS) in individuals of Chinese Han descent. We proposed a novel strategy integrating a well-developed risk prediction model into control selection in order to lower the potential misclassification bias and increase the statistical power. An exome-wide association analysis was performed for 1,669 ACS patients and 1,935 healthy controls. Promising variants were further replicated using the existing in silico dataset. Additionally, we performed gene- and pathway-based analyses to investigate the aggregate effect of multiple variants within the same genes or pathways. Although none of the association signals were consistent across studies after Bonferroni correction, one promising variant, rs10409124 at STRN4, showed potential impact on ACS in both European and East Asian populations. Gene-based analysis explored four genes (ANXA7, ZNF655, ZNF347, and ZNF750) that showed evidence for association with ACS after multiple test correction, and identification of ZNF655 was successfully replicated by another dataset. Pathway-based analysis revealed that 32 potential pathways might be involved in the pathogenesis of ACS. Our study identified several candidate genes and pathways associated with ACS. Future studies are needed to further validate these findings and explore these genes and pathways as potential therapeutic targets in ACS.
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