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Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis

Enteroviruses are among the most common causes of viral meningitis. Enteroviral meningitis continues to represent diagnostic challenges, as cerebrospinal fluid (CSF) cell numbers (a well validated diagnostic screening tool) may be normal in up to 15% of patients. We aimed to identify potential CSF b...

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Autores principales: Ratuszny, Dominica, Sühs, Kurt-Wolfram, Novoselova, Natalia, Kuhn, Maike, Kaever, Volkhard, Skripuletz, Thomas, Pessler, Frank, Stangel, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359617/
https://www.ncbi.nlm.nih.gov/pubmed/30650575
http://dx.doi.org/10.3390/ijms20020337
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author Ratuszny, Dominica
Sühs, Kurt-Wolfram
Novoselova, Natalia
Kuhn, Maike
Kaever, Volkhard
Skripuletz, Thomas
Pessler, Frank
Stangel, Martin
author_facet Ratuszny, Dominica
Sühs, Kurt-Wolfram
Novoselova, Natalia
Kuhn, Maike
Kaever, Volkhard
Skripuletz, Thomas
Pessler, Frank
Stangel, Martin
author_sort Ratuszny, Dominica
collection PubMed
description Enteroviruses are among the most common causes of viral meningitis. Enteroviral meningitis continues to represent diagnostic challenges, as cerebrospinal fluid (CSF) cell numbers (a well validated diagnostic screening tool) may be normal in up to 15% of patients. We aimed to identify potential CSF biomarkers for enteroviral meningitis, particularly for cases with normal CSF cell count. Using targeted liquid chromatography-mass spectrometry, we determined metabolite profiles from patients with enteroviral meningitis (n = 10) and subdivided them into those with elevated (n = 5) and normal (n = 5) CSF leukocyte counts. Non-inflamed CSF samples from patients with Bell’s palsy and normal pressure hydrocephalus (n = 19) were used as controls. Analysis of 91 metabolites revealed considerable metabolic reprogramming in the meningitis samples. It identified phosphatidylcholine PC.ae.C36.3, asparagine, and glycine as an accurate (AUC, 0.92) combined classifier for enterovirus meningitis overall, and kynurenine as a perfect biomarker for enteroviral meningitis with an increased CSF cell count (AUC, 1.0). Remarkably, PC.ae.C36.3 alone emerged as a single accurate (AUC, 0.87) biomarker for enteroviral meningitis with normal cell count, and a combined classifier comprising PC.ae.C36.3, PC.ae.C36.5, and PC.ae.C38.5 achieved nearly perfect classification (AUC, 0.99). Taken together, this analysis reveals the potential of CSF metabolites as additional diagnostic tools for enteroviral meningitis, and likely other central nervous system (CNS) infections.
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spelling pubmed-63596172019-02-06 Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis Ratuszny, Dominica Sühs, Kurt-Wolfram Novoselova, Natalia Kuhn, Maike Kaever, Volkhard Skripuletz, Thomas Pessler, Frank Stangel, Martin Int J Mol Sci Article Enteroviruses are among the most common causes of viral meningitis. Enteroviral meningitis continues to represent diagnostic challenges, as cerebrospinal fluid (CSF) cell numbers (a well validated diagnostic screening tool) may be normal in up to 15% of patients. We aimed to identify potential CSF biomarkers for enteroviral meningitis, particularly for cases with normal CSF cell count. Using targeted liquid chromatography-mass spectrometry, we determined metabolite profiles from patients with enteroviral meningitis (n = 10) and subdivided them into those with elevated (n = 5) and normal (n = 5) CSF leukocyte counts. Non-inflamed CSF samples from patients with Bell’s palsy and normal pressure hydrocephalus (n = 19) were used as controls. Analysis of 91 metabolites revealed considerable metabolic reprogramming in the meningitis samples. It identified phosphatidylcholine PC.ae.C36.3, asparagine, and glycine as an accurate (AUC, 0.92) combined classifier for enterovirus meningitis overall, and kynurenine as a perfect biomarker for enteroviral meningitis with an increased CSF cell count (AUC, 1.0). Remarkably, PC.ae.C36.3 alone emerged as a single accurate (AUC, 0.87) biomarker for enteroviral meningitis with normal cell count, and a combined classifier comprising PC.ae.C36.3, PC.ae.C36.5, and PC.ae.C38.5 achieved nearly perfect classification (AUC, 0.99). Taken together, this analysis reveals the potential of CSF metabolites as additional diagnostic tools for enteroviral meningitis, and likely other central nervous system (CNS) infections. MDPI 2019-01-15 /pmc/articles/PMC6359617/ /pubmed/30650575 http://dx.doi.org/10.3390/ijms20020337 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ratuszny, Dominica
Sühs, Kurt-Wolfram
Novoselova, Natalia
Kuhn, Maike
Kaever, Volkhard
Skripuletz, Thomas
Pessler, Frank
Stangel, Martin
Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis
title Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis
title_full Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis
title_fullStr Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis
title_full_unstemmed Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis
title_short Identification of Cerebrospinal Fluid Metabolites as Biomarkers for Enterovirus Meningitis
title_sort identification of cerebrospinal fluid metabolites as biomarkers for enterovirus meningitis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359617/
https://www.ncbi.nlm.nih.gov/pubmed/30650575
http://dx.doi.org/10.3390/ijms20020337
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