Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers

Background: Calcific aortic valve disease (CAVD) is a rapidly growing global health problem with an estimated 12.6 million cases globally in 2017 and a 112% increase of deaths since 1990 due to aging and population growth. CAVD may develop into aortic stenosis (AS) by progressive narrowing of the ao...

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Main Authors: Beau Olivier van Driel, Maike Schuldt, Sila Algül, Evgeni Levin, Ahmet Güclü, Tjeerd Germans, Albert C. van Rossum, Jiayi Pei, Magdalena Harakalova, Annette Baas, Judith J. M. Jans, Jolanda van der Velden
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:International Journal of Molecular Sciences
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Online Access:https://www.mdpi.com/1422-0067/22/7/3569
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language English
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author Beau Olivier van Driel
Maike Schuldt
Sila Algül
Evgeni Levin
Ahmet Güclü
Tjeerd Germans
Albert C. van Rossum
Jiayi Pei
Magdalena Harakalova
Annette Baas
Judith J. M. Jans
Jolanda van der Velden
spellingShingle Beau Olivier van Driel
Maike Schuldt
Sila Algül
Evgeni Levin
Ahmet Güclü
Tjeerd Germans
Albert C. van Rossum
Jiayi Pei
Magdalena Harakalova
Annette Baas
Judith J. M. Jans
Jolanda van der Velden
Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers
International Journal of Molecular Sciences
aortic stenosis
metabolomics
biomarker
metabolic profile
author_facet Beau Olivier van Driel
Maike Schuldt
Sila Algül
Evgeni Levin
Ahmet Güclü
Tjeerd Germans
Albert C. van Rossum
Jiayi Pei
Magdalena Harakalova
Annette Baas
Judith J. M. Jans
Jolanda van der Velden
author_sort Beau Olivier van Driel
title Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers
title_short Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers
title_full Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers
title_fullStr Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers
title_full_unstemmed Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive Markers
title_sort metabolomics in severe aortic stenosis reveals intermediates of nitric oxide synthesis as most distinctive markers
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1661-6596
1422-0067
publishDate 2021-03-01
description Background: Calcific aortic valve disease (CAVD) is a rapidly growing global health problem with an estimated 12.6 million cases globally in 2017 and a 112% increase of deaths since 1990 due to aging and population growth. CAVD may develop into aortic stenosis (AS) by progressive narrowing of the aortic valve. AS is underdiagnosed, and if treatment by aortic valve replacement (AVR) is delayed, this leads to poor recovery of cardiac function, absence of symptomatic improvement and marked increase of mortality. Considering the current limitations to define the stage of AS-induced cardiac remodeling, there is need for a novel method to aid in the diagnosis of AS and timing of intervention, which may be found in metabolomics profiling of patients. Methods: Serum samples of nine healthy controls and 10 AS patients before and after AVR were analyzed by untargeted mass spectrometry. Multivariate modeling was performed to determine a metabolic profile of 30 serum metabolites which distinguishes AS patients from controls. Human cardiac microvascular endothelial cells (CMECs) were incubated with serum of the AS patients and then stained for ICAM-1 with Western Blot to analyze the effect of AS patient serum on endothelial cell activation. Results: The top 30 metabolic profile strongly distinguishes AS patients from healthy controls and includes 17 metabolites related to nitric oxide metabolism and 12 metabolites related to inflammation, in line with the known pathomechanism for calcific aortic valve disease. Nine metabolites correlate strongly with left ventricular mass, of which three show reversal back to control values after AVR. Western blot analysis of CMECs incubated with AS patient sera shows a significant reduction (14%) in ICAM-1 in AS samples taken after AVR compared to AS patient sera before AVR. Conclusion: Our study defined a top 30 metabolic profile with biological and clinical relevance, which may be used as blood biomarker to identify AS patients in need of cardiac surgery. Future studies are warranted in patients with mild-to-moderate AS to determine if these metabolites reflect disease severity and can be used to identify AS patients in need of cardiac surgery.
topic aortic stenosis
metabolomics
biomarker
metabolic profile
url https://www.mdpi.com/1422-0067/22/7/3569
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AT maikeschuldt metabolomicsinsevereaorticstenosisrevealsintermediatesofnitricoxidesynthesisasmostdistinctivemarkers
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spelling doaj-fe7f691e9b7a46be9c657435d361fb1e2021-03-30T23:02:11ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-03-01223569356910.3390/ijms22073569Metabolomics in Severe Aortic Stenosis Reveals Intermediates of Nitric Oxide Synthesis as Most Distinctive MarkersBeau Olivier van Driel0Maike Schuldt1Sila Algül2Evgeni Levin3Ahmet Güclü4Tjeerd Germans5Albert C. van Rossum6Jiayi Pei7Magdalena Harakalova8Annette Baas9Judith J. M. Jans10Jolanda van der Velden11Amsterdam UMC, Vrije Universiteit Amsterdam, Physiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HZ Amsterdam, The NetherlandsAmsterdam UMC, Vrije Universiteit Amsterdam, Physiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HZ Amsterdam, The NetherlandsAmsterdam UMC, Vrije Universiteit Amsterdam, Physiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HZ Amsterdam, The NetherlandsAmsterdam UMC, Universiteit van Amsterdam, Internal and Vascular Medicine, Meibergdreef 9, 1105 AZ Amsterdam, The NetherlandsAmsterdam UMC, Vrije Universiteit Amsterdam, Physiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HZ Amsterdam, The NetherlandsAmsterdam UMC, Vrije Universiteit Amsterdam, Cardiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1118, 1081 HV Amsterdam, The NetherlandsAmsterdam UMC, Vrije Universiteit Amsterdam, Cardiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1118, 1081 HV Amsterdam, The NetherlandsUniversity Medical Center Utrecht, Universiteit Utrecht, Cardiology, Heidelberglaan 100, 3584 CX Utrecht, The NetherlandsUniversity Medical Center Utrecht, Universiteit Utrecht, Cardiology, Heidelberglaan 100, 3584 CX Utrecht, The NetherlandsUniversity Medical Center Utrecht, Universiteit Utrecht, Genetics, Heidelberglaan 100, 3584 CX Utrecht, The NetherlandsUniversity Medical Center Utrecht, Universiteit Utrecht, Genetics, Heidelberglaan 100, 3584 CX Utrecht, The NetherlandsAmsterdam UMC, Vrije Universiteit Amsterdam, Physiology, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HZ Amsterdam, The NetherlandsBackground: Calcific aortic valve disease (CAVD) is a rapidly growing global health problem with an estimated 12.6 million cases globally in 2017 and a 112% increase of deaths since 1990 due to aging and population growth. CAVD may develop into aortic stenosis (AS) by progressive narrowing of the aortic valve. AS is underdiagnosed, and if treatment by aortic valve replacement (AVR) is delayed, this leads to poor recovery of cardiac function, absence of symptomatic improvement and marked increase of mortality. Considering the current limitations to define the stage of AS-induced cardiac remodeling, there is need for a novel method to aid in the diagnosis of AS and timing of intervention, which may be found in metabolomics profiling of patients. Methods: Serum samples of nine healthy controls and 10 AS patients before and after AVR were analyzed by untargeted mass spectrometry. Multivariate modeling was performed to determine a metabolic profile of 30 serum metabolites which distinguishes AS patients from controls. Human cardiac microvascular endothelial cells (CMECs) were incubated with serum of the AS patients and then stained for ICAM-1 with Western Blot to analyze the effect of AS patient serum on endothelial cell activation. Results: The top 30 metabolic profile strongly distinguishes AS patients from healthy controls and includes 17 metabolites related to nitric oxide metabolism and 12 metabolites related to inflammation, in line with the known pathomechanism for calcific aortic valve disease. Nine metabolites correlate strongly with left ventricular mass, of which three show reversal back to control values after AVR. Western blot analysis of CMECs incubated with AS patient sera shows a significant reduction (14%) in ICAM-1 in AS samples taken after AVR compared to AS patient sera before AVR. Conclusion: Our study defined a top 30 metabolic profile with biological and clinical relevance, which may be used as blood biomarker to identify AS patients in need of cardiac surgery. Future studies are warranted in patients with mild-to-moderate AS to determine if these metabolites reflect disease severity and can be used to identify AS patients in need of cardiac surgery.https://www.mdpi.com/1422-0067/22/7/3569aortic stenosismetabolomicsbiomarkermetabolic profile