Blood CSF1 and CXCL12 as Causal Mediators of Coronary Artery Disease
Open accessAbstract
Background Identification of biomarkers that cause coronary artery disease (CAD) has led to important advances in prevention and treatment. Epidemiological analyses have identified many biomarker-CAD relationships; however, these associations may arise from reverse causation and/or confounding and therefore may not represent true causal associations. Mendelian randomization (MR) analyses overcome these limitations. Objectives This study sought to identify causal mediators of CAD through a comprehensive screen of 237 biomarkers using MR. Methods MR was performed by identifying genetic determinants of 227 biomarkers in ORIGIN (Outcome Reduction With Initial Glargine Intervention) trial participants (N = 4,147) and combining these with genetic effects on CAD from the CARDIoGRAM consortium (60,801 cases and 123,504 controls). Blood concentrations of novel biomarkers identified by MR were then tested for association with incident major adverse cardiovascular events in ORIGIN. Results Six biomarkers were found to be causally linked to CAD after adjustment for multiple hypothesis testing. The causal role of 4 of these is well documented, whereas macrophage colony-stimulating factor 1 (CSF1) and stromal cell–derived factor 1 (CXCL12) have not previously been reported, to the best of our knowledge. MR analysis predicted an 18% higher risk of CAD per SD increase in CSF1 (odds ratio: 1.18; 95% confidence interval: 1.08 to 1.30; p = 2.1 × 10 −4 ) and epidemiological analysis identified a 16% higher risk of major adverse cardiovascular events per SD (hazard ratio: 1.16; 95% confidence interval: 1.09 to 1.23; p < 0.001). Elevated CXCL12 levels were also identified as a causal risk factor for CAD with consistent epidemiological results. Furthermore, genetically predicted CSF1 and CXCL12 levels were associated with CAD in the UK Biobank (n = 343,735). Conclusions The study identified CSF1 and CXCL12 as causal mediators of CAD in humans. Understanding the mechanism by which these markers mediate CAD will provide novel insights into CAD and could lead to new approaches to prevention. These results support targeting inflammatory processes and macrophages, in particular, to prevent CAD, consistent with the recent CANTOS (Canakinumab Antiinflammatory Thrombosis Outcome Study). (Outcome Reduction With Initial Glargine Intervention [ORIGIN]; NCT00069784 )
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Elevated blood level of CXCL12 was associated with adverse cardiovascular outcomes in Mendelian randomization and observational studies.
“The elevated blood level of CXCL12 was associated with adverse cardiovascular outcomes both in Mendelian randomization and observational studies.52,53”
From Aortic valve-specific genes dysregulated in calcific aortic valve stenosis as potential biomarkers and therapeutic targets (2025) · cites this paper as [52]
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- Authors
- Sjaarda, J., Gerstein, H., Chong, M., Yusuf, S., Meyre, D., Anand, S. S., Hess, S., & Paré, G.
- Affiliations
- Population Health Research Institute (CA)
- McMaster University (CA)
- Sanofi (Germany) (DE)
- Corresponding author
- Paré, Guillaume
- ORCID
- Venue
- Journal of the American College of Cardiology
- Publisher
- Elsevier BV
- Published
- 2018-07
- Volume
- 72
- Issue
- 3
- Pages
- 300-310
- ISSN
- 0735-1097 (ISSN-L)
- OpenAlex
- W2829328274
- Cited by
- 94
- References
- 7
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 13 · 2023: 13 · 2022: 16 · 2021: 12 · 2020: 10 · 2019: 16 · 2018: 1
- FWCI
- 5.98
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of the American College of Cardiology (publishedVersion, other-oa)
- PubMed (publishedVersion)
- Funders
- Amgen
- Bristol-Myers Squibb
- Eli Lilly and Company
- AstraZeneca
- GlaxoSmithKline
- Sanofi
- Cisco Systems
- Heart and Stroke Foundation of Canada
- McMaster University
- Novo Nordisk
- Cisco Systems Canada
- Canadian Institutes of Health Research (125794)
- Medical Research Council (MC_PC_17228)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Immunology and Microbiology › Immunology › Atherosclerosis and Cardiovascular Diseases
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Health and Risk Factors
- Keywords
- coronary artery disease, CSF-1, CXCL12, major adverse cardiovascular events, macrophage colony-stimulating factor 1, inflammation, macrophages, ORIGIN trial, UK Biobank, cantos, canakinumab, cardiovascular disease prevention
- MeSH terms
- Coronary Artery Disease, Female, Humans, Male, Middle Aged, Risk Factors, Genetic Variation, Biomarkers, Macrophage Colony-Stimulating Factor, Polymorphism, Single Nucleotide, Chemokine CXCL12, Genome-Wide Association Study, Mendelian Randomization Analysis
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