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Metabolomic Profiles, Ideal Cardiovascular Health, and Risk of Heart Failure and Atrial Fibrillation: Insights From
Yi Li1, Ayana Gray2, Liying Xue3
1Department of Biostatistics, School of Public Health Boston University Boston MA USA.
Insights
Metabolomic signatures are linked to ideal cardiovascular health (CVH) status. Specific metabolites partially mediate the association between CVH and the risk of developing atrial fibrillation (AF) and heart failure (HF).
Area of Science:
- Cardiovascular Disease Epidemiology
- Metabolomics and Pathobiology
- Preventive Cardiology
Background:
- The American Heart Association's ideal cardiovascular health (CVH) framework targets modifiable risk factors to reduce cardiovascular disease (CVD).
- Metabolomics offers critical insights into the biological mechanisms underlying CVD risk factors and disease development.
- Understanding the interplay between CVH metrics and metabolic profiles is crucial for CVD prevention.
Purpose of the Study:
- To investigate the association between metabolomic signatures and ideal cardiovascular health (CVH) status.
- To determine if specific metabolites mediate the relationship between a composite CVH score and the incidence of atrial fibrillation (AF) and heart failure (HF).
Main Methods:
- Analysis of 3056 adults from the Framingham Heart Study (FHS) cohort, with metabolomics data available for 2059 participants.
- Evaluation of the association between CVH score and incident AF and HF.
- Mediation analysis to assess the role of metabolites in the link between CVH score and incident AF/HF.
Main Results:
- The CVH score was associated with 144 metabolites, with 64 shared across key cardiometabolic components (BMI, blood pressure, fasting glucose).
- Three metabolites (glycerol, cholesterol ester 16:1, phosphatidylcholine 32:1) mediated the association between CVH score and incident AF.
- Seven metabolites mediated the association between CVH score and incident HF, involving pathways like amino acid metabolism, citric acid cycle, and glycerolipid metabolism.
Conclusions:
- A significant portion of metabolites associated with CVH status are shared among major cardiometabolic risk factors.
- Metabolites play a partial mediating role in the relationship between ideal CVH and the development of AF and HF.
- Metabolomics provides valuable insights into the biological pathways through which maintaining ideal cardiovascular health protects against AF and HF.
Abstract:
Background The American Heart Association's framework "ideal cardiovascular health" (CVH) focuses on modifiable risk factors to reduce cardiovascular disease (CVD). Metabolomics provides important pathobiological insights into risk factors and CVD development. We hypothesized that metabolomic signatures associate with CVH status, and that metabolites, at least partially, mediate the association of CVH score with atrial fibrillation (AF) and heart failure (HF). Methods and Results We studied 3056 adults in the FHS (Framingham Heart Study) cohort to evaluate CVH score and incident outcomes of AF and HF. Metabolomics data were available in 2059 participants; mediation analysis was performed to evaluate the mediation of metabolites in the association of CVH score and incident AF and HF. In the smaller cohort (mean age, 54 years; 53% women), CVH score was associated with 144 metabolites, with 64 metabolites shared across key cardiometabolic components (body mass index, blood pressure, and fasting blood glucose) of the CVH score. In mediation analyses, 3 metabolites (glycerol, cholesterol ester 16:1, and phosphatidylcholine 32:1) mediated the association of CVH score with incident AF. Seven metabolites (glycerol, isocitrate, asparagine, glutamine, indole-3-proprionate, phosphatidylcholine C36:4, and lysophosphatidylcholine 18:2), partly mediated the association between CVH score and incident HF in multivariable-adjusted models. Conclusions Most metabolites that associated with CVH score were shared the most among 3 cardiometabolic components. Three main pathways: (1) alanine, glutamine, and glutamate metabolism; (2) citric acid cycle metabolism; and (3) glycerolipid metabolism mediated CVH score with HF. Metabolomics provides insights into how ideal CVH status contributes to the development of AF and HF.
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