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Published on: May 26, 2023
Causal effects between gut microbiota and coronary heart disease: A Mendelian randomization study
Huanyu Chen1, Cuicui Zhang1, Gengzhen Yao2
1The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China.
Insights
This study reveals specific gut bacteria linked to coronary heart disease (CHD) risk, identifying potential targets for new treatments. Certain bacteria may protect against CHD, while others increase risk, clarifying the gut-heart axis connection.
Area of Science:
- Microbiology
- Cardiovascular Disease
- Genetics
Background:
- Gut microbiota (GM) interventions show promise for coronary heart disease (CHD) prevention and treatment.
- Existing research shows GM correlation with CHD, but lacks causal evidence.
Purpose of the Study:
- To investigate the causal relationship between gut microbiota and coronary heart disease using a bidirectional 2-sample Mendelian Randomization (MR) approach.
Main Methods:
- Utilized genome-wide association study data from MiBioGen Consortium (N=18,340) and CHD data (60,801 cases, 123,504 controls).
- Employed inverse-variance weighted, MR-Egger, weighted median, and weighted mode analyses for causality assessment.
- Conducted sensitivity analyses (Cochran Q, MR-Egger intercept, MR-PRESSO, leave-one-out) to detect heterogeneity and pleiotropy.
Main Results:
- Genus Butyricicoccus and order Victivallales showed a protective effect against CHD.
- Genera Clostridium (innocuum species), Oxalobacter, and Turicibacter were associated with increased CHD risk.
- Sensitivity analyses indicated no significant pleiotropy or heterogeneity.
Conclusions:
- Established a simultaneous cause-and-effect relationship between specific gut bacteria and CHD.
- Identified novel bacterial taxa causally linked to CHD, expanding understanding of the gut-heart axis.
- These findings support the use of bacterial taxa as biomarkers for targeted CHD therapeutic interventions.
Abstract:
Therapeutic interventions targeting gut microbiota (GM) are promising strategies for the prevention and treatment of coronary heart disease (CHD). Numerous studies have demonstrated a correlation between the GM and CHD. However, these findings do not describe a causal relationship between GM and CHD. Using a bidirectional 2-sample Mendelian Randomization (MR) analysis approach, we utilized a genome-wide association study dataset from the MiBioGen Consortium (N = 18,340) and CHD data from the CARDIoGRAMplusC4D 1000 Genome-based genome-wide association study meta-analysis (60,801 cases and 123,504 controls) to investigate the causal link between GM and CHD. Methods such as inverse-variance weighted, MR-Egger, weighted median, and weighted mode were used to assess causality. Sensitivity analyses, including Cochran Q statistic, MR-Egger intercept, MR-PRESSO global test, and leave-one-out analysis, were used to detect heterogeneity and horizontal pleiotropy. Furthermore, a reverse MR analysis was performed to evaluate the potential for reverse causality. The genus Butyricicoccus and order Victivallales demonstrated a significant protective effect against CHD at the locus-wide significance level, whereas the genera Clostridium (innocuum species), Oxalobacter, and Turicibacter were associated with an increased risk of CHD. The sensitivity analysis did not yield any substantial indications of pleiotropy or heterogeneity. We describe a simultaneous cause-and-effect relationship between GM and CHD, and expand the range of bacterial taxa that exhibit a causal connection with CHD. These bacterial taxa can serve as innovative biomarkers to facilitate targeted therapeutic interventions for CHD and enhance our understanding of the intricate "gut-heart axis."
Related Concept Videos
Coronary Artery Disease I: Introduction
Causality in Epidemiology

