TY - JOUR
T1 - Metabolomic correlates of coronary atherosclerosis, cardiovascular risk, both or neither. Results of the 2 × 2 phenotypic CAPIRE study
AU - on behalf of the CAPIRE Investigators
AU - Deidda, Martino
AU - Noto, Antonio
AU - Cadeddu Dessalvi, Christian
AU - Andreini, Daniele
AU - Andreotti, Felicita
AU - Ferrannini, Eleuterio
AU - Latini, Roberto
AU - Maggioni, Aldo P.
AU - Magnoni, Marco
AU - Maseri, Attilio
AU - Mercuro, Giuseppe
N1 - Funding Information:
Funding was provided by the Heart Care Foundation of the Italian Association of Hospital Cardiologists, Florence, Italy.
Publisher Copyright:
© 2021
PY - 2021/8/1
Y1 - 2021/8/1
N2 - 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.
AB - 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.
KW - Cardiovascular risk factors
KW - Coronary atherosclerosis
KW - Gas chromatography–mass spectrometry
KW - Metabolomics
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U2 - 10.1016/j.ijcard.2021.05.033
DO - 10.1016/j.ijcard.2021.05.033
M3 - Article
C2 - 34022320
AN - SCOPUS:85107285751
SN - 0167-5273
VL - 336
SP - 14
EP - 21
JO - International Journal of Cardiology
JF - International Journal of Cardiology
ER -