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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8398700 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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