Genome-wide association studies on coronary artery disease: A systematic review and implications for populations of different ancestries
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Updated: Jul 9, 2025

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Published on: July 27, 2021
Sarah Silva1,2, Dorothea Nitsch1, Segun Fatumo1,2
1Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Insights
This study highlights genetic disparities in coronary artery disease (CAD) research, emphasizing the need for diverse ancestry data to fully understand CAD's global genetic architecture and pathophysiology.
Area of Science:
- Genetics
- Cardiovascular Medicine
- Population Health
Background:
- Coronary artery disease (CAD) is a leading global cause of mortality.
- Existing research on CAD's genetic architecture is disproportionately focused on European ancestry populations.
- Limited data from non-European ancestries restricts the generalizability of findings and understanding of CAD pathophysiology.
Approach:
- Conducted a systematic review of genome-wide association studies (GWAS) for coronary artery disease.
- Utilized the GWAS Catalog and an independent search strategy to identify relevant studies.
- Developed a framework to assess study quality and extracted genetic data, grouped by participant ancestry.
Key Points:
- 36 relevant studies were included, analyzing 743,919 CAD cases from 25 countries.
- 61% of studies focused on European ancestry; significant gaps exist for African and admixed American populations.
- 71 genetic loci associated with CAD were identified, with several showing ancestry-specific patterns.
Conclusions:
- Current GWAS data for coronary artery disease (CAD) is heavily skewed towards European populations.
- Significant gaps in research on diverse ancestries limit a comprehensive understanding of CAD's global genetic architecture.
- Inclusion of diverse ancestry populations in GWAS is crucial for advancing CAD research and developing effective global health strategies.
Background:
Cardiovascular diseases are some of the leading causes of death worldwide, with coronary artery disease leading as one of the primary causes of mortality in both the developing and developed worlds. Despite its prevalence, there is a disproportionately small number of studies conducted in populations of non-European ancestry, with the limited sample sizes of such studies further restricting the power and generalizability of respective findings. This research aimed at understanding the differences in the genetic architecture of coronary artery disease (CAD) in populations of diverse ancestries in order to contribute towards the understanding of the pathophysiology of coronary artery disease.
Methods:
We performed a systematic review on the 6th of October, 2022 summarizing genome-wide association studies on coronary artery disease, while employing the GWAS Catalog as an independent database to support the search. We developed a framework to assess the methodological quality of each study. We extracted and grouped associated single nucleotide polymorphisms and genes according to ancestry groups of participants.
Results:
We identified 3100 studies, of which, 36 relevant studies were included in this research. Three of the studies that were included were not listed in the GWAS Catalog, highlighting the value of conducting an independent search alongside established databases in order to ensure the full research landscape has been captured. 743,919 CAD case participants from 25 different countries were analysed, with 61% of the studies identified in this research conducted in populations of European ancestry. No studies investigated populations of Africans living in continental Africa or admixed American ancestry groups besides African-Americans, while limited sample sizes were included of population groups besides Europeans and East Asians. This observed disproportionate population representation highlights the gaps in the literature, which limits our ability to understand coronary artery disease as a global disease. 71 genetic loci were identified to be associated with coronary artery disease in more than one article, with ancestry-specific genetic loci identified in each respective population group which were not detected in studies of other ancestries.
Conclusions:
Although the replication and validation of these variants are still warranted, these finding are indicative of the value of including diverse ancestry populations in GWAS reference panels, as a more comprehensive understanding of the genetic architecture and pathophysiology of CAD can be achieved.
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