Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection

Abstract Delirium is an acute change in attention and cognition occurring in ~ 65% of severe SARS-CoV-2 cases. It is also common following surgery and an indicator of brain vulnerability and risk for the development of dementia. In this work we analyzed the underlying role of metabolism in delirium-...

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Main Authors: Miroslava Cuperlovic-Culf, Emma L. Cunningham, Hossen Teimoorinia, Anuradha Surendra, Xiaobei Pan, Steffany A. L. Bennett, Mijin Jung, Bernadette McGuiness, Anthony Peter Passmore, David Beverland, Brian D. Green
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-90243-1
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spelling doaj-4df6d3296fd944089207c388aeb2a4322021-05-23T11:33:02ZengNature Publishing GroupScientific Reports2045-23222021-05-0111111410.1038/s41598-021-90243-1Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infectionMiroslava Cuperlovic-Culf0Emma L. Cunningham1Hossen Teimoorinia2Anuradha Surendra3Xiaobei Pan4Steffany A. L. Bennett5Mijin Jung6Bernadette McGuiness7Anthony Peter Passmore8David Beverland9Brian D. Green10Digital Technologies Research Centre, National Research Council of CanadaCentre for Public Health, Queen’s University Belfast, Block B, Institute of Clinical Sciences, Royal Victoria Hospital SiteNRC Herzberg Astronomy and AstrophysicsDigital Technologies Research Centre, National Research Council of CanadaInstitute for Global Food Security, School of Biological Sciences, Queen’s University BelfastDepartment of Biochemistry, Microbiology, and Immunology, University of OttawaInstitute for Global Food Security, School of Biological Sciences, Queen’s University BelfastCentre for Public Health, Queen’s University Belfast, Block B, Institute of Clinical Sciences, Royal Victoria Hospital SiteCentre for Public Health, Queen’s University Belfast, Block B, Institute of Clinical Sciences, Royal Victoria Hospital SiteOutcomes Assessment Unit, Musgrave Park HospitalInstitute for Global Food Security, School of Biological Sciences, Queen’s University BelfastAbstract Delirium is an acute change in attention and cognition occurring in ~ 65% of severe SARS-CoV-2 cases. It is also common following surgery and an indicator of brain vulnerability and risk for the development of dementia. In this work we analyzed the underlying role of metabolism in delirium-susceptibility in the postoperative setting using metabolomic profiling of cerebrospinal fluid and blood taken from the same patients prior to planned orthopaedic surgery. Distance correlation analysis and Random Forest (RF) feature selection were used to determine changes in metabolic networks. We found significant concentration differences in several amino acids, acylcarnitines and polyamines linking delirium-prone patients to known factors in Alzheimer’s disease such as monoamine oxidase B (MAOB) protein. Subsequent computational structural comparison between MAOB and angiotensin converting enzyme 2 as well as protein–protein docking analysis showed that there potentially is strong binding of SARS-CoV-2 spike protein to MAOB. The possibility that SARS-CoV-2 influences MAOB activity leading to the observed neurological and platelet-based complications of SARS-CoV-2 infection requires further investigation.https://doi.org/10.1038/s41598-021-90243-1
collection DOAJ
language English
format Article
sources DOAJ
author Miroslava Cuperlovic-Culf
Emma L. Cunningham
Hossen Teimoorinia
Anuradha Surendra
Xiaobei Pan
Steffany A. L. Bennett
Mijin Jung
Bernadette McGuiness
Anthony Peter Passmore
David Beverland
Brian D. Green
spellingShingle Miroslava Cuperlovic-Culf
Emma L. Cunningham
Hossen Teimoorinia
Anuradha Surendra
Xiaobei Pan
Steffany A. L. Bennett
Mijin Jung
Bernadette McGuiness
Anthony Peter Passmore
David Beverland
Brian D. Green
Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
Scientific Reports
author_facet Miroslava Cuperlovic-Culf
Emma L. Cunningham
Hossen Teimoorinia
Anuradha Surendra
Xiaobei Pan
Steffany A. L. Bennett
Mijin Jung
Bernadette McGuiness
Anthony Peter Passmore
David Beverland
Brian D. Green
author_sort Miroslava Cuperlovic-Culf
title Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
title_short Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
title_full Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
title_fullStr Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
title_full_unstemmed Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
title_sort metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and sars-cov-2 infection
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-05-01
description Abstract Delirium is an acute change in attention and cognition occurring in ~ 65% of severe SARS-CoV-2 cases. It is also common following surgery and an indicator of brain vulnerability and risk for the development of dementia. In this work we analyzed the underlying role of metabolism in delirium-susceptibility in the postoperative setting using metabolomic profiling of cerebrospinal fluid and blood taken from the same patients prior to planned orthopaedic surgery. Distance correlation analysis and Random Forest (RF) feature selection were used to determine changes in metabolic networks. We found significant concentration differences in several amino acids, acylcarnitines and polyamines linking delirium-prone patients to known factors in Alzheimer’s disease such as monoamine oxidase B (MAOB) protein. Subsequent computational structural comparison between MAOB and angiotensin converting enzyme 2 as well as protein–protein docking analysis showed that there potentially is strong binding of SARS-CoV-2 spike protein to MAOB. The possibility that SARS-CoV-2 influences MAOB activity leading to the observed neurological and platelet-based complications of SARS-CoV-2 infection requires further investigation.
url https://doi.org/10.1038/s41598-021-90243-1
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