Deepa M. Gopal

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Articles (10)

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2023

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.

Year:

2023

Year:

2023

Year:

2023

Year:

2022

Year:

2022

Collaborators (11)

Vaishali Sanchorawala

Boston University School of Medicine

UNITED STATES
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Robert Smyth

Assistant Professor

University of Iowa Hospitals and Clinics

UNITED STATES
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Camille V Edwards

Assistant Professor of Medicine

Boston University School of Medicine

UNITED STATES
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Jessica Fetterman

Assistant Professor of Medicine

Boston University School of Medicine

UNITED STATES
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Andreea Bujor

Assistant Professor

Boston University

UNITED STATES
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K. H. Vincent Lau

Boston University School of Medicine

UNITED STATES
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Michelle Kaku

Assistant Professor of Neurology

Icahn School of Medicine at Mount Sinai

UNITED STATES
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Frederick Ruberg

Boston University

UNITED STATES
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Raphael Szalat

Assistant professor

Boston University

UNITED STATES
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Renda S. Wiener

-

UNITED STATES
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Elizabeth S. Klings

-

UNITED STATES
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