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Metabolomic correlates of coronary atherosclerosis, cardiovascular risk, both or neither. Results of the 2 × 2
Martino Deidda1, Antonio Noto1, Christian Cadeddu Dessalvi1
1Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy.
Insights
This study reveals distinct metabolic pathways linked to coronary artery disease (CAD) and cardiovascular risk factors (RFs). Specific metabolite patterns differentiate CAD presence/absence and high/low RF profiles, offering new insights into cardiovascular health.
Area of Science:
- Metabolomics
- Cardiovascular Disease Research
- Biochemistry
Background:
- Traditional cardiovascular risk factors (RFs) do not always correlate with coronary artery disease (CAD).
- The CAPIRE study investigated functional-metabolic correlations in diverse patient phenotypes.
- Understanding these discrepancies is crucial for personalized cardiovascular risk assessment.
Purpose of the Study:
- To identify specific metabolic pathways associated with four distinct phenotypes: CAD with high/low RFs and no-CAD with high/low RFs.
- To explore functional-metabolic correlations in coronary atherosclerosis.
- To uncover novel risk factors and protective mechanisms in cardiovascular disease.
Main Methods:
- Phenotypic classification of 241 subjects into four groups based on CAD presence/absence and RF burden (≥3 RFs vs ≤1 RF).
- Metabolite profiling using gas chromatography-mass spectrometry.
- Metabolite set enrichment analysis to identify associated pathways.
Main Results:
- Distinct metabolic pathways were identified for each phenotype: amino sugars (CAD/high-RF), urea cycle (no-CAD/high-RF), glutathione (CAD/low-RF), and glycine/serine (no-CAD/low-RF).
- CAD presence correlated with ammonia recycling; absence of CAD with mitochondrial acetyl group transfer.
- Significant differences in phenylalanine metabolism pathways were observed between CAD/low-RF and no-CAD/low-RF groups.
Conclusions:
- Specific metabolic pathways are uniquely associated with different combinations of CAD and RF profiles.
- Novel functional insights were gained, particularly for low-RF CAD and asymptomatic high-risk individuals.
- These findings highlight the complex interplay between metabolism and cardiovascular disease, suggesting new avenues for research and potential therapeutic targets.
Background:
Traditional cardiovascular risk factors (RFs) and coronary artery disease (CAD) do not always run parallel. We investigated functional-metabolic correlations of CAD, RFs, or neither in the CAPIRE (Coronary Atherosclerosis in Outlier Subjects: Protective and Novel Individual Risk Factors Evaluation) 2 × 2 phenotypic observational study.
Methods:
Two hundred and fortyone subjects were included based on RF burden, presence/absence of CAD (assessed by computed tomography angiography), age and sex. Participants displayed one of four phenotypes: CAD with ≥3 RFs, no-CAD with ≥3 RFs, CAD with ≤1 RF and no-CAD with ≤1 RF. Metabolites were identified by gas chromatography-mass spectrometry and pathways by metabolite set enrichment analysis.
Results:
Characteristic patterns and specific pathways emerged for each phenotypic group: amino sugars for CAD/high-RF; urea cycle for no-CAD/high-RF; glutathione for CAD/low-RF; glycine and serine for no-CAD/low-RF. Presence of CAD correlated with ammonia recycling; absence of CAD with the transfer of acetyl groups into mitochondria; high-risk profile with alanine metabolism (all p < 0.05). The comparative case-control analyses showed a statistically significant difference for the two pathways of phenylalanine, tyrosine and tryptophan biosynthesis and phenylalanine metabolism in the CAD/Low-RF vs NoCAD/Low-RF comparison.
Conclusions:
The present 2 × 2 observational study identified specific metabolic pathways for each of the four phenotypes, providing novel functional insights, particularly on CAD with low RF profiles and on the absence of CAD despite high-risk factor profiles.
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