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Metabolomic Profiling of Adults with Congenital Heart Disease

Metabolomic analysis may provide an integrated assessment in genetically and pathologically heterogeneous populations. We used metabolomic analysis to gain mechanistic insight into the small and diverse population of adults with congenital heart disease (ACHD). Consecutive ACHD patients seen at a si...

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Autores principales: Cedars, Ari, Manlhiot, Cedric, Ko, Jong-Mi, Bottiglieri, Teodoro, Arning, Erland, Weingarten, Angela, Opotowsky, Alexander, Kutty, Shelby
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398700/
https://www.ncbi.nlm.nih.gov/pubmed/34436466
http://dx.doi.org/10.3390/metabo11080525
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author Cedars, Ari
Manlhiot, Cedric
Ko, Jong-Mi
Bottiglieri, Teodoro
Arning, Erland
Weingarten, Angela
Opotowsky, Alexander
Kutty, Shelby
author_facet Cedars, Ari
Manlhiot, Cedric
Ko, Jong-Mi
Bottiglieri, Teodoro
Arning, Erland
Weingarten, Angela
Opotowsky, Alexander
Kutty, Shelby
author_sort Cedars, Ari
collection PubMed
description Metabolomic analysis may provide an integrated assessment in genetically and pathologically heterogeneous populations. We used metabolomic analysis to gain mechanistic insight into the small and diverse population of adults with congenital heart disease (ACHD). Consecutive ACHD patients seen at a single institution were enrolled. Clinical variables and whole blood were collected at regular clinical visits. Stored plasma samples were analyzed for the concentrations of 674 metabolites and metabolic markers using mass spectrometry with internal standards. These samples were compared to 28 simultaneously assessed healthy non-ACHD controls. Principal component analysis and multivariable regression modeling were used to identify metabolites associated with clinical outcomes in ACHD. Plasma from ACHD and healthy control patients differed in the concentrations of multiple metabolites. Differences between control and ACHD were greater in number and in degree than those between ACHD anatomic groups. A metabolite cluster containing amino acids and metabolites of amino acids correlated with negative clinical outcomes across all anatomic groups. Metabolites in the arginine metabolic pathway, betaine, dehydroepiandrosterone, cystine, 1-methylhistidine, serotonin and bile acids were associated with specific clinical outcomes. Metabolic markers of disease may both be useful as biomarkers for disease activity and suggest etiologically related pathways as possible targets for disease-modifying intervention.
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spelling pubmed-83987002021-08-29 Metabolomic Profiling of Adults with Congenital Heart Disease Cedars, Ari Manlhiot, Cedric Ko, Jong-Mi Bottiglieri, Teodoro Arning, Erland Weingarten, Angela Opotowsky, Alexander Kutty, Shelby Metabolites Article Metabolomic analysis may provide an integrated assessment in genetically and pathologically heterogeneous populations. We used metabolomic analysis to gain mechanistic insight into the small and diverse population of adults with congenital heart disease (ACHD). Consecutive ACHD patients seen at a single institution were enrolled. Clinical variables and whole blood were collected at regular clinical visits. Stored plasma samples were analyzed for the concentrations of 674 metabolites and metabolic markers using mass spectrometry with internal standards. These samples were compared to 28 simultaneously assessed healthy non-ACHD controls. Principal component analysis and multivariable regression modeling were used to identify metabolites associated with clinical outcomes in ACHD. Plasma from ACHD and healthy control patients differed in the concentrations of multiple metabolites. Differences between control and ACHD were greater in number and in degree than those between ACHD anatomic groups. A metabolite cluster containing amino acids and metabolites of amino acids correlated with negative clinical outcomes across all anatomic groups. Metabolites in the arginine metabolic pathway, betaine, dehydroepiandrosterone, cystine, 1-methylhistidine, serotonin and bile acids were associated with specific clinical outcomes. Metabolic markers of disease may both be useful as biomarkers for disease activity and suggest etiologically related pathways as possible targets for disease-modifying intervention. MDPI 2021-08-09 /pmc/articles/PMC8398700/ /pubmed/34436466 http://dx.doi.org/10.3390/metabo11080525 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cedars, Ari
Manlhiot, Cedric
Ko, Jong-Mi
Bottiglieri, Teodoro
Arning, Erland
Weingarten, Angela
Opotowsky, Alexander
Kutty, Shelby
Metabolomic Profiling of Adults with Congenital Heart Disease
title Metabolomic Profiling of Adults with Congenital Heart Disease
title_full Metabolomic Profiling of Adults with Congenital Heart Disease
title_fullStr Metabolomic Profiling of Adults with Congenital Heart Disease
title_full_unstemmed Metabolomic Profiling of Adults with Congenital Heart Disease
title_short Metabolomic Profiling of Adults with Congenital Heart Disease
title_sort metabolomic profiling of adults with congenital heart disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398700/
https://www.ncbi.nlm.nih.gov/pubmed/34436466
http://dx.doi.org/10.3390/metabo11080525
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