Metabolomic profiling identifies novel metabolites associated with cardiac dysfunction
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 <sup>1</sup>H-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.
Authors
- Kasen Culler (ORCID: https://orcid.org/0000-0002-6485-7623)
- Chen Gao (ORCID: https://orcid.org/0000-0002-5920-4839)
- Sanjiv J. Shah (ORCID: https://orcid.org/0000-0002-5655-8201)
- Alain G. Bertoni (ORCID: https://orcid.org/0000-0002-7503-6273)
- Philip Greenland (ORCID: https://orcid.org/0000-0002-6327-2439)
- Kent D. Taylor (ORCID: https://orcid.org/0000-0002-2756-4370)
- Norrina B. Allen (ORCID: https://orcid.org/0000-0002-6993-4384)
- Xiuqing Guo
- Wendy S. Post (ORCID: https://orcid.org/0000-0002-8655-5204)
- Mallory Filipp (ORCID: https://orcid.org/0000-0003-2957-3753)
- David M. Herrington (ORCID: https://orcid.org/0000-0002-7670-6400)
- Pedro Giro (ORCID: https://orcid.org/0000-0003-1226-716X)
- Benjamin H. Freed (ORCID: https://orcid.org/0000-0003-1075-5047)
- Ravi B. Patel (ORCID: https://orcid.org/0000-0001-5037-5554)
- Yibin Wang (ORCID: https://orcid.org/0000-0003-0852-0767)
- Ed Thorp
- Arjun Sinha
Institutions
- Northwestern University (US)
- Johns Hopkins University (US)
- Johns Hopkins Medicine (US)
- UCLA Medical Center (US)
- Northwestern Medicine (US)
- Signature Research (United States) (US)
- Harbor–UCLA Medical Center (US)
- Wake Forest University (US)
- University of Cincinnati (US)
Publication Details
- Journal
- Scientific Reports
- Published
- 2024-09-05
- DOI
- https://doi.org/10.1038/s41598-024-71329-y
- Citations
- 10
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 2.34
Funders
- Broad Institute
- National Institutes of Health
- National Heart, Lung, and Blood Institute