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Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction

BACKGROUND: Heart failure (HF) with preserved ejection fraction (HFpEF) is increasingly recognized as an important clinical entity. Preclinical studies have shown differences in the pathophysiology between HFpEF and HF with reduced ejection fraction (HFrEF). Therefore, we hypothesized that a systema...

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Autores principales: Zordoky, Beshay N., Sung, Miranda M., Ezekowitz, Justin, Mandal, Rupasri, Han, Beomsoo, Bjorndahl, Trent C., Bouatra, Souhaila, Anderson, Todd, Oudit, Gavin Y., Wishart, David S., Dyck, Jason R. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4444296/
https://www.ncbi.nlm.nih.gov/pubmed/26010610
http://dx.doi.org/10.1371/journal.pone.0124844
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author Zordoky, Beshay N.
Sung, Miranda M.
Ezekowitz, Justin
Mandal, Rupasri
Han, Beomsoo
Bjorndahl, Trent C.
Bouatra, Souhaila
Anderson, Todd
Oudit, Gavin Y.
Wishart, David S.
Dyck, Jason R. B.
author_facet Zordoky, Beshay N.
Sung, Miranda M.
Ezekowitz, Justin
Mandal, Rupasri
Han, Beomsoo
Bjorndahl, Trent C.
Bouatra, Souhaila
Anderson, Todd
Oudit, Gavin Y.
Wishart, David S.
Dyck, Jason R. B.
author_sort Zordoky, Beshay N.
collection PubMed
description BACKGROUND: Heart failure (HF) with preserved ejection fraction (HFpEF) is increasingly recognized as an important clinical entity. Preclinical studies have shown differences in the pathophysiology between HFpEF and HF with reduced ejection fraction (HFrEF). Therefore, we hypothesized that a systematic metabolomic analysis would reveal a novel metabolomic fingerprint of HFpEF that will help understand its pathophysiology and assist in establishing new biomarkers for its diagnosis. METHODS AND RESULTS: Ambulatory patients with clinical diagnosis of HFpEF (n = 24), HFrEF (n = 20), and age-matched non-HF controls (n = 38) were selected for metabolomic analysis as part of the Alberta HEART (Heart Failure Etiology and Analysis Research Team) project. 181 serum metabolites were quantified by LC-MS/MS and (1)H-NMR spectroscopy. Compared to non-HF control, HFpEF patients demonstrated higher serum concentrations of acylcarnitines, carnitine, creatinine, betaine, and amino acids; and lower levels of phosphatidylcholines, lysophosphatidylcholines, and sphingomyelins. Medium and long-chain acylcarnitines and ketone bodies were higher in HFpEF than HFrEF patients. Using logistic regression, two panels of metabolites were identified that can separate HFpEF patients from both non-HF controls and HFrEF patients with area under the receiver operating characteristic (ROC) curves of 0.942 and 0.981, respectively. CONCLUSIONS: The metabolomics approach employed in this study identified a unique metabolomic fingerprint of HFpEF that is distinct from that of HFrEF. This metabolomic fingerprint has been utilized to identify two novel panels of metabolites that can separate HFpEF patients from both non-HF controls and HFrEF patients. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov NCT02052804
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spelling pubmed-44442962015-06-16 Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction Zordoky, Beshay N. Sung, Miranda M. Ezekowitz, Justin Mandal, Rupasri Han, Beomsoo Bjorndahl, Trent C. Bouatra, Souhaila Anderson, Todd Oudit, Gavin Y. Wishart, David S. Dyck, Jason R. B. PLoS One Research Article BACKGROUND: Heart failure (HF) with preserved ejection fraction (HFpEF) is increasingly recognized as an important clinical entity. Preclinical studies have shown differences in the pathophysiology between HFpEF and HF with reduced ejection fraction (HFrEF). Therefore, we hypothesized that a systematic metabolomic analysis would reveal a novel metabolomic fingerprint of HFpEF that will help understand its pathophysiology and assist in establishing new biomarkers for its diagnosis. METHODS AND RESULTS: Ambulatory patients with clinical diagnosis of HFpEF (n = 24), HFrEF (n = 20), and age-matched non-HF controls (n = 38) were selected for metabolomic analysis as part of the Alberta HEART (Heart Failure Etiology and Analysis Research Team) project. 181 serum metabolites were quantified by LC-MS/MS and (1)H-NMR spectroscopy. Compared to non-HF control, HFpEF patients demonstrated higher serum concentrations of acylcarnitines, carnitine, creatinine, betaine, and amino acids; and lower levels of phosphatidylcholines, lysophosphatidylcholines, and sphingomyelins. Medium and long-chain acylcarnitines and ketone bodies were higher in HFpEF than HFrEF patients. Using logistic regression, two panels of metabolites were identified that can separate HFpEF patients from both non-HF controls and HFrEF patients with area under the receiver operating characteristic (ROC) curves of 0.942 and 0.981, respectively. CONCLUSIONS: The metabolomics approach employed in this study identified a unique metabolomic fingerprint of HFpEF that is distinct from that of HFrEF. This metabolomic fingerprint has been utilized to identify two novel panels of metabolites that can separate HFpEF patients from both non-HF controls and HFrEF patients. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov NCT02052804 Public Library of Science 2015-05-26 /pmc/articles/PMC4444296/ /pubmed/26010610 http://dx.doi.org/10.1371/journal.pone.0124844 Text en © 2015 Zordoky et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zordoky, Beshay N.
Sung, Miranda M.
Ezekowitz, Justin
Mandal, Rupasri
Han, Beomsoo
Bjorndahl, Trent C.
Bouatra, Souhaila
Anderson, Todd
Oudit, Gavin Y.
Wishart, David S.
Dyck, Jason R. B.
Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction
title Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction
title_full Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction
title_fullStr Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction
title_full_unstemmed Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction
title_short Metabolomic Fingerprint of Heart Failure with Preserved Ejection Fraction
title_sort metabolomic fingerprint of heart failure with preserved ejection fraction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4444296/
https://www.ncbi.nlm.nih.gov/pubmed/26010610
http://dx.doi.org/10.1371/journal.pone.0124844
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