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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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 |
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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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