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Updated: Jun 14, 2025

Identification and Quantification of Deranged Metabolites in Critically Ill Patients Using NMR-Based Metabolomics
Published on: November 29, 2024
Metabolomic profiling identifies novel metabolites associated with cardiac dysfunction
Kasen L Culler1, Arjun Sinha1, Mallory Filipp2
1Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, 676 N St Clair St Suite 600, Chicago, IL, 60611, USA.
Insights
Metabolic changes like altered glucose and amino acid metabolism are linked to early heart dysfunction. Myo-inositol may play a key role in heart failure with preserved ejection fraction (HFpEF) development.
Area of Science:
- Cardiovascular Medicine
- Metabolomics
- Biochemistry
Background:
- Metabolic comorbidities (obesity, diabetes) precede heart failure (HF) onset, causing subclinical cardiac changes.
- The specific metabolic pathways driving cardiac dysfunction before HF are not well understood.
Purpose of the Study:
- To identify circulating metabolites associated with cardiac structure and function in individuals at risk for HF.
- To investigate the relationship between these metabolites and N-terminal pro-B-type natriuretic peptide (NT-proBNP) levels.
- To explore the role of specific metabolites in heart failure with preserved ejection fraction (HFpEF).
Main Methods:
- Utilized 1H-NMR metabolomic profiling in the Multi-Ethnic Study of Atherosclerosis (MESA) cohort (n=3440).
- Assessed associations between 47 metabolites and echocardiographic measures of cardiac structure/function.
- Correlated significant metabolites with NT-proBNP levels and compared metabolite levels in HFpEF patients versus controls.
- Investigated genetic variants (mQTLs) associated with top metabolites.
Main Results:
- Ten metabolites, mainly related to glucose and amino acid metabolism, were associated with cardiac structure or function.
- Myo-inositol, glucose, dimethylsulfone, and carnitine correlated with higher NT-proBNP; d-mannose and acetone correlated with lower NT-proBNP.
- Elevated myo-inositol levels were observed in HFpEF patients compared to controls; a genetic variant linked to myo-inositol increased NT-proBNP risk.
Conclusions:
- Metabolomic profiling reveals novel metabolites linked to cardiac dysfunction in individuals at high risk for HF.
- These findings highlight potential metabolic pathways, particularly involving myo-inositol, relevant to future HF risk and HFpEF pathogenesis.
Abstract:
Metabolic comorbidities, such as obesity and diabetes, are associated with subclinical alterations in both cardiac structure/function and natriuretic peptides prior to the onset of heart failure (HF). Despite this, the exact metabolic pathways of cardiac dysfunction which precede HF are not well-defined. Among older individuals without HF in the Multi-Ethnic Study of Atherosclerosis (MESA), we evaluated the associations of 47 circulating metabolites measured by 1H-NMR with echocardiographic measures of cardiac structure and function. We then evaluated associations of significant metabolites with circulating N-terminal pro-B-type natriuretic peptide (NT-proBNP). In a separate cohort, we evaluated differences between top metabolites in patients with HF with preserved ejection fraction (HFpEF) and comorbidity-matched controls. Genetic variants associated with top metabolites (mQTLs) were then related to echocardiographic measures and NT-proBNP. Among 3440 individuals with metabolic and echocardiographic data in MESA (62 ± 10 years, 52% female, 38% White), 10 metabolites broadly reflective of glucose and amino acid metabolism were associated with at least 1 measure of cardiac structure or function. Of these 10 metabolites, 4 (myo-inositol, glucose, dimethylsulfone, carnitine) were associated with higher NT-proBNP and 2 (d-mannose, acetone) were associated with lower NT-proBNP. In a separate cohort, patients with HFpEF had higher circulating myo-inositol levels compared with comorbidity-matched controls. Genetic analyses revealed that 1 of 6 known myo-inositol mQTLs conferred risk of higher NT-proBNP. In conclusion, metabolomic profiling identifies several novel metabolites associated with cardiac dysfunction in a cohort at high risk for HF, revealing pathways potentially relevant to future HF risk.
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