Cargando…

Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis

BACKGROUND: Infants with SVHD experience morbidity related to pulmonary vascular inadequacy. Metabolomic analysis involves a systems biology approach to identifying novel biomarkers and pathways in complex diseases. The metabolome of infants with SVHD is not well understood and no prior study has ev...

Descripción completa

Detalles Bibliográficos
Autores principales: Frank, Benjamin S., Khailova, Ludmila, Dekermanjian, Jonathan, Mitchell, Max B., Morgan, Gareth J., Twite, Mark, Christians, Uwe, DiMaria, Michael V., Klawitter, Jelena, Davidson, Jesse A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979841/
https://www.ncbi.nlm.nih.gov/pubmed/36875009
http://dx.doi.org/10.1016/j.jacadv.2022.100169
_version_ 1784899799826300928
author Frank, Benjamin S.
Khailova, Ludmila
Dekermanjian, Jonathan
Mitchell, Max B.
Morgan, Gareth J.
Twite, Mark
Christians, Uwe
DiMaria, Michael V.
Klawitter, Jelena
Davidson, Jesse A.
author_facet Frank, Benjamin S.
Khailova, Ludmila
Dekermanjian, Jonathan
Mitchell, Max B.
Morgan, Gareth J.
Twite, Mark
Christians, Uwe
DiMaria, Michael V.
Klawitter, Jelena
Davidson, Jesse A.
author_sort Frank, Benjamin S.
collection PubMed
description BACKGROUND: Infants with SVHD experience morbidity related to pulmonary vascular inadequacy. Metabolomic analysis involves a systems biology approach to identifying novel biomarkers and pathways in complex diseases. The metabolome of infants with SVHD is not well understood and no prior study has evaluated the relationship between serum metabolite patterns and pulmonary vascular readiness for staged SVHD palliation. OBJECTIVES: The purpose of this study was to evaluate the circulating metabolome of interstage infants with single ventricle heart disease (SVHD) and determine whether metabolite levels were associated with pulmonary vascular inadequacy. METHODS: This was a prospective cohort study of 52 infants with SVHD undergoing Stage 2 palliation and 48 healthy infants. Targeted metabolomic phenotyping (175 metabolites) was performed by tandem mass spectrometry on SVHD pre-Stage 2, post-Stage 2, and control serum samples. Clinical variables were extracted from the medical record. RESULTS: Random forest analysis readily distinguished between cases and controls and preoperative and postoperative samples. Seventy-four of 175 metabolites differed between SVHD and controls. Twenty-seven of 39 metabolic pathways were altered including pentose phosphate and arginine metabolism. Seventy-one metabolites differed in SVHD patients between timepoints. Thirty-three of 39 pathways were altered postoperatively including arginine and tryptophan metabolism. We found trends toward increased preoperative methionine metabolites in patients with higher pulmonary vascular resistance and higher postoperative tryptophan metabolites in patients with greater postoperative hypoxemia. CONCLUSIONS: The circulating metabolome of interstage SVHD infants differs significantly from controls and is further disrupted after Stage 2. Several metabolites showed trends toward association with adverse outcomes. Metabolic dysregulation may be an important factor in early SVHD pathobiology.
format Online
Article
Text
id pubmed-9979841
institution National Center for Biotechnology Information
language English
publishDate 2023
record_format MEDLINE/PubMed
spelling pubmed-99798412023-03-02 Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis Frank, Benjamin S. Khailova, Ludmila Dekermanjian, Jonathan Mitchell, Max B. Morgan, Gareth J. Twite, Mark Christians, Uwe DiMaria, Michael V. Klawitter, Jelena Davidson, Jesse A. JACC Adv Article BACKGROUND: Infants with SVHD experience morbidity related to pulmonary vascular inadequacy. Metabolomic analysis involves a systems biology approach to identifying novel biomarkers and pathways in complex diseases. The metabolome of infants with SVHD is not well understood and no prior study has evaluated the relationship between serum metabolite patterns and pulmonary vascular readiness for staged SVHD palliation. OBJECTIVES: The purpose of this study was to evaluate the circulating metabolome of interstage infants with single ventricle heart disease (SVHD) and determine whether metabolite levels were associated with pulmonary vascular inadequacy. METHODS: This was a prospective cohort study of 52 infants with SVHD undergoing Stage 2 palliation and 48 healthy infants. Targeted metabolomic phenotyping (175 metabolites) was performed by tandem mass spectrometry on SVHD pre-Stage 2, post-Stage 2, and control serum samples. Clinical variables were extracted from the medical record. RESULTS: Random forest analysis readily distinguished between cases and controls and preoperative and postoperative samples. Seventy-four of 175 metabolites differed between SVHD and controls. Twenty-seven of 39 metabolic pathways were altered including pentose phosphate and arginine metabolism. Seventy-one metabolites differed in SVHD patients between timepoints. Thirty-three of 39 pathways were altered postoperatively including arginine and tryptophan metabolism. We found trends toward increased preoperative methionine metabolites in patients with higher pulmonary vascular resistance and higher postoperative tryptophan metabolites in patients with greater postoperative hypoxemia. CONCLUSIONS: The circulating metabolome of interstage SVHD infants differs significantly from controls and is further disrupted after Stage 2. Several metabolites showed trends toward association with adverse outcomes. Metabolic dysregulation may be an important factor in early SVHD pathobiology. 2023-01 2023-01-27 /pmc/articles/PMC9979841/ /pubmed/36875009 http://dx.doi.org/10.1016/j.jacadv.2022.100169 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/THIS IS AN OPEN ACCESS ARTICLE UNDER THE CC BY-NC-ND LICENSE (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Frank, Benjamin S.
Khailova, Ludmila
Dekermanjian, Jonathan
Mitchell, Max B.
Morgan, Gareth J.
Twite, Mark
Christians, Uwe
DiMaria, Michael V.
Klawitter, Jelena
Davidson, Jesse A.
Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis
title Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis
title_full Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis
title_fullStr Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis
title_full_unstemmed Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis
title_short Interstage Single Ventricle Heart Disease Infants Show Dysregulation in Multiple Metabolic Pathways: Targeted Metabolomics Analysis
title_sort interstage single ventricle heart disease infants show dysregulation in multiple metabolic pathways: targeted metabolomics analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979841/
https://www.ncbi.nlm.nih.gov/pubmed/36875009
http://dx.doi.org/10.1016/j.jacadv.2022.100169
work_keys_str_mv AT frankbenjamins interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT khailovaludmila interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT dekermanjianjonathan interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT mitchellmaxb interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT morgangarethj interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT twitemark interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT christiansuwe interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT dimariamichaelv interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT klawitterjelena interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis
AT davidsonjessea interstagesingleventricleheartdiseaseinfantsshowdysregulationinmultiplemetabolicpathwaystargetedmetabolomicsanalysis