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Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research
Cerebrospinal fluid is investigated in biomarker studies for various neurological disorders of the central nervous system due to its proximity to the brain. Currently, only a limited number of biomarkers have been validated in independent studies. The high variability in the protein composition and...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6264484/ https://www.ncbi.nlm.nih.gov/pubmed/30496192 http://dx.doi.org/10.1371/journal.pone.0206478 |
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author | Schilde, Lukas M. Kösters, Steffen Steinbach, Simone Schork, Karin Eisenacher, Martin Galozzi, Sara Turewicz, Michael Barkovits, Katalin Mollenhauer, Brit Marcus, Katrin May, Caroline |
author_facet | Schilde, Lukas M. Kösters, Steffen Steinbach, Simone Schork, Karin Eisenacher, Martin Galozzi, Sara Turewicz, Michael Barkovits, Katalin Mollenhauer, Brit Marcus, Katrin May, Caroline |
author_sort | Schilde, Lukas M. |
collection | PubMed |
description | Cerebrospinal fluid is investigated in biomarker studies for various neurological disorders of the central nervous system due to its proximity to the brain. Currently, only a limited number of biomarkers have been validated in independent studies. The high variability in the protein composition and protein abundance of cerebrospinal fluid between as well as within individuals might be an important reason for this phenomenon. To evaluate this possibility, we investigated the inter- and intraindividual variability in the cerebrospinal fluid proteome globally, with a specific focus on disease biomarkers described in the literature. Cerebrospinal fluid from a longitudinal study group including 12 healthy control subjects was analyzed by label-free quantification (LFQ) via LC-MS/MS. Data were quantified via MaxQuant. Then, the intra- and interindividual variability and the reference change value were calculated for every protein. We identified and quantified 791 proteins, and 216 of these proteins were abundant in all samples and were selected for further analysis. For these proteins, we found an interindividual coefficient of variation of up to 101.5% and an intraindividual coefficient of variation of up to 29.3%. Remarkably, these values were comparably high for both proteins that were published as disease biomarkers and other proteins. Our results support the hypothesis that natural variability greatly impacts cerebrospinal fluid protein biomarkers because high variability can lead to unreliable results. Thus, we suggest controlling the variability of each protein to distinguish between good and bad biomarker candidates, e.g., by utilizing reference change values to improve the process of evaluating potential biomarkers in future studies. |
format | Online Article Text |
id | pubmed-6264484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-62644842018-12-19 Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research Schilde, Lukas M. Kösters, Steffen Steinbach, Simone Schork, Karin Eisenacher, Martin Galozzi, Sara Turewicz, Michael Barkovits, Katalin Mollenhauer, Brit Marcus, Katrin May, Caroline PLoS One Research Article Cerebrospinal fluid is investigated in biomarker studies for various neurological disorders of the central nervous system due to its proximity to the brain. Currently, only a limited number of biomarkers have been validated in independent studies. The high variability in the protein composition and protein abundance of cerebrospinal fluid between as well as within individuals might be an important reason for this phenomenon. To evaluate this possibility, we investigated the inter- and intraindividual variability in the cerebrospinal fluid proteome globally, with a specific focus on disease biomarkers described in the literature. Cerebrospinal fluid from a longitudinal study group including 12 healthy control subjects was analyzed by label-free quantification (LFQ) via LC-MS/MS. Data were quantified via MaxQuant. Then, the intra- and interindividual variability and the reference change value were calculated for every protein. We identified and quantified 791 proteins, and 216 of these proteins were abundant in all samples and were selected for further analysis. For these proteins, we found an interindividual coefficient of variation of up to 101.5% and an intraindividual coefficient of variation of up to 29.3%. Remarkably, these values were comparably high for both proteins that were published as disease biomarkers and other proteins. Our results support the hypothesis that natural variability greatly impacts cerebrospinal fluid protein biomarkers because high variability can lead to unreliable results. Thus, we suggest controlling the variability of each protein to distinguish between good and bad biomarker candidates, e.g., by utilizing reference change values to improve the process of evaluating potential biomarkers in future studies. Public Library of Science 2018-11-29 /pmc/articles/PMC6264484/ /pubmed/30496192 http://dx.doi.org/10.1371/journal.pone.0206478 Text en © 2018 Schilde 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 Schilde, Lukas M. Kösters, Steffen Steinbach, Simone Schork, Karin Eisenacher, Martin Galozzi, Sara Turewicz, Michael Barkovits, Katalin Mollenhauer, Brit Marcus, Katrin May, Caroline Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
title | Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
title_full | Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
title_fullStr | Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
title_full_unstemmed | Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
title_short | Protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
title_sort | protein variability in cerebrospinal fluid and its possible implications for neurological protein biomarker research |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6264484/ https://www.ncbi.nlm.nih.gov/pubmed/30496192 http://dx.doi.org/10.1371/journal.pone.0206478 |
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