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Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy

Progressive multifocal leukoencephalopathy (PML), caused by JC polyomavirus, is a demyelinating disease of the central nervous system that primarily affects oligodendrocytes. It can cause significant morbidity and mortality. An early diagnosis is of high relevance as timely immune reconstitution is...

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Autores principales: Luo, Yi, Möhn, Nora, Al-Mekhlafi, Amani, Schuchardt, Sven, Skripuletz, Thomas, Sühs, Wolfram, Pessler, Frank, Stangel, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685473/
https://www.ncbi.nlm.nih.gov/pubmed/33232337
http://dx.doi.org/10.1371/journal.pone.0242321
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author Luo, Yi
Möhn, Nora
Al-Mekhlafi, Amani
Schuchardt, Sven
Skripuletz, Thomas
Sühs, Wolfram
Pessler, Frank
Stangel, Martin
author_facet Luo, Yi
Möhn, Nora
Al-Mekhlafi, Amani
Schuchardt, Sven
Skripuletz, Thomas
Sühs, Wolfram
Pessler, Frank
Stangel, Martin
author_sort Luo, Yi
collection PubMed
description Progressive multifocal leukoencephalopathy (PML), caused by JC polyomavirus, is a demyelinating disease of the central nervous system that primarily affects oligodendrocytes. It can cause significant morbidity and mortality. An early diagnosis is of high relevance as timely immune reconstitution is essential. However, diagnosis can be challenging if virus detection via cerebrospinal fluid (CSF) PCR remains negative. Hence, identifying CSF biomarkers for this disease is of crucial importance. We applied a targeted metabolomic screen to CSF from 23 PML patients and eight normal pressure hydrocephalus (NPH) patients as controls. Out of 188 potentially detectable metabolites, 48 (13 amino acids, 4 biogenic amines, 1 acylcarnitine, 21 phosphatidylcholines, 8 sphingolipids, and the sum of hexoses) passed the quality screen and were included in the analyses. Even though there was a tendency towards lower concentrations in PML (mostly of phosphatidylcholines and sphingomyelins), none of the differences between PML and controls in individual metabolite concentrations reached statistical significance (lowest p = 0.104) and there were no potential diagnostic biomarkers (highest area under the ROC curve 0.68). Thus, CSF metabolite changes in PML are likely subtle and possibly larger group sizes and broader metabolite screens are needed to identify potential CSF metabolite biomarkers for PML.
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spelling pubmed-76854732020-12-02 Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy Luo, Yi Möhn, Nora Al-Mekhlafi, Amani Schuchardt, Sven Skripuletz, Thomas Sühs, Wolfram Pessler, Frank Stangel, Martin PLoS One Research Article Progressive multifocal leukoencephalopathy (PML), caused by JC polyomavirus, is a demyelinating disease of the central nervous system that primarily affects oligodendrocytes. It can cause significant morbidity and mortality. An early diagnosis is of high relevance as timely immune reconstitution is essential. However, diagnosis can be challenging if virus detection via cerebrospinal fluid (CSF) PCR remains negative. Hence, identifying CSF biomarkers for this disease is of crucial importance. We applied a targeted metabolomic screen to CSF from 23 PML patients and eight normal pressure hydrocephalus (NPH) patients as controls. Out of 188 potentially detectable metabolites, 48 (13 amino acids, 4 biogenic amines, 1 acylcarnitine, 21 phosphatidylcholines, 8 sphingolipids, and the sum of hexoses) passed the quality screen and were included in the analyses. Even though there was a tendency towards lower concentrations in PML (mostly of phosphatidylcholines and sphingomyelins), none of the differences between PML and controls in individual metabolite concentrations reached statistical significance (lowest p = 0.104) and there were no potential diagnostic biomarkers (highest area under the ROC curve 0.68). Thus, CSF metabolite changes in PML are likely subtle and possibly larger group sizes and broader metabolite screens are needed to identify potential CSF metabolite biomarkers for PML. Public Library of Science 2020-11-24 /pmc/articles/PMC7685473/ /pubmed/33232337 http://dx.doi.org/10.1371/journal.pone.0242321 Text en © 2020 Luo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Luo, Yi
Möhn, Nora
Al-Mekhlafi, Amani
Schuchardt, Sven
Skripuletz, Thomas
Sühs, Wolfram
Pessler, Frank
Stangel, Martin
Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
title Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
title_full Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
title_fullStr Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
title_full_unstemmed Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
title_short Targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
title_sort targeted metabolomic profiling of cerebrospinal fluid from patients with progressive multifocal leukoencephalopathy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685473/
https://www.ncbi.nlm.nih.gov/pubmed/33232337
http://dx.doi.org/10.1371/journal.pone.0242321
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