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Circulating metabolites and coronary heart disease: a bidirectional Mendelian randomization
Huanyu Chen1, Yuxuan Huang1, Guangjing Wan1
1The Second Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China.
Frontiers in Cardiovascular Medicine
|June 5, 2024
Summary
This study used Mendelian Randomization to investigate causal links between blood metabolites and coronary heart disease (CHD). Eight metabolites were identified as potentially influencing CHD risk, offering insights for prevention.
Area of Science:
- Genetics and Metabolomics
- Cardiovascular Disease Research
- Biomarker Discovery
Background:
- Established links exist between metabolic disorders and coronary heart disease (CHD).
- Causal evidence connecting specific metabolites to CHD is limited.
- Bidirectional Mendelian Randomization (MR) is employed to investigate these causal relationships.
Purpose of the Study:
- To determine the causal effect of blood metabolites on coronary heart disease (CHD) risk.
- To explore the potential of metabolites as biomarkers for CHD.
- To integrate genomic and metabolomic data for novel insights into CHD pathogenesis.
Main Methods:
- Utilized genome-wide association study (GWAS) data for 1,400 metabolites.
- Employed bidirectional Mendelian Randomization (MR) with inverse variance weighting (IVW).
- Conducted sensitivity analyses, reverse MR, replication, meta-analysis, Steiger, and colocalization tests for robust causality assessment.
Main Results:
- Identified eight metabolites associated with lipids, amino acids, and metabolite ratios that may impact CHD risk.
- Specific metabolites like 1-oleoyl-2-arachidonoyl-GPE and Glycocholenate sulfate showed significant associations.
- Findings provide quantitative estimates (ORs and CIs) for the causal influence of these metabolites on CHD.
Conclusions:
- Genomic and metabolomic integration provides new perspectives on CHD development.
- Identified metabolites hold potential significance for CHD screening and prevention strategies.
- This research strengthens the understanding of metabolic influences on cardiovascular health.
Keywords:
Mendelian randomizationblood metabolitescausalitycolocalization analysiscoronary heart disease
