An integrated analysis and comparison of serum, saliva and sebum for COVID-19 metabolomics.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
13 07 2022
Historique:
received: 08 02 2022
accepted: 05 07 2022
entrez: 13 7 2022
pubmed: 14 7 2022
medline: 16 7 2022
Statut: epublish

Résumé

The majority of metabolomics studies to date have utilised blood serum or plasma, biofluids that do not necessarily address the full range of patient pathologies. Here, correlations between serum metabolites, salivary metabolites and sebum lipids are studied for the first time. 83 COVID-19 positive and negative hospitalised participants provided blood serum alongside saliva and sebum samples for analysis by liquid chromatography mass spectrometry. Widespread alterations to serum-sebum lipid relationships were observed in COVID-19 positive participants versus negative controls. There was also a marked correlation between sebum lipids and the immunostimulatory hormone dehydroepiandrosterone sulphate in the COVID-19 positive cohort. The biofluids analysed herein were also compared in terms of their ability to differentiate COVID-19 positive participants from controls; serum performed best by multivariate analysis (sensitivity and specificity of 0.97), with the dominant changes in triglyceride and bile acid levels, concordant with other studies identifying dyslipidemia as a hallmark of COVID-19 infection. Sebum performed well (sensitivity 0.92; specificity 0.84), with saliva performing worst (sensitivity 0.78; specificity 0.83). These findings show that alterations to skin lipid profiles coincide with dyslipidaemia in serum. The work also signposts the potential for integrated biofluid analyses to provide insight into the whole-body atlas of pathophysiological conditions.

Identifiants

pubmed: 35831456
doi: 10.1038/s41598-022-16123-4
pii: 10.1038/s41598-022-16123-4
pmc: PMC9278322
doi:

Substances chimiques

Lipids 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

11867

Subventions

Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/T002212/1
Pays : United Kingdom

Informations de copyright

© 2022. The Author(s).

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Auteurs

Matt Spick (M)

Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Holly-May Lewis (HM)

Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Cecile F Frampas (CF)

Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK.
Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Katie Longman (K)

Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Catia Costa (C)

Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK.
Surrey Ion Beam Centre, University of Surrey, Guildford, GU2 7XH, UK.

Alexander Stewart (A)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Deborah Dunn-Walters (D)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Danni Greener (D)

Frimley Park Hospital, Frimley Health NHS Trust, Frimley, GU16 7UJ, UK.

George Evetts (G)

Frimley Park Hospital, Frimley Health NHS Trust, Frimley, GU16 7UJ, UK.

Michael J Wilde (MJ)

School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, PL4 8AA, UK.

Eleanor Sinclair (E)

Manchester Institute of Biotechnology, University of Manchester, Manchester, M1 7DN, UK.

Perdita E Barran (PE)

Manchester Institute of Biotechnology, University of Manchester, Manchester, M1 7DN, UK.

Debra J Skene (DJ)

Faculty of Health and Medical Sciences, University of Surrey, Guildford, GU2 7XH, UK.

Melanie J Bailey (MJ)

Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, UK. m.bailey@surrey.ac.uk.
Surrey Ion Beam Centre, University of Surrey, Guildford, GU2 7XH, UK. m.bailey@surrey.ac.uk.

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Classifications MeSH