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Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach
The aim of our study was to investigate cerebrospinal fluid (CSF) tryptic peptide profiles as potential diagnostic biomarkers for the discrimination of parkinsonian disorders. CSF samples were collected from individuals with parkinsonism, who had an uncertain diagnosis at the time of inclusion and w...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633286/ https://www.ncbi.nlm.nih.gov/pubmed/34848724 http://dx.doi.org/10.1038/s41531-021-00249-9 |
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author | Marques, Tainá M. van Rumund, Anouke Kersten, Iris Bruinsma, Ilona B. Wessels, Hans J.C.T. Gloerich, Jolein Kaffa, Charlotte Esselink, Rianne A. J. Bloem, Bastiaan R. Kuiperij, H. Bea Verbeek, Marcel M. |
author_facet | Marques, Tainá M. van Rumund, Anouke Kersten, Iris Bruinsma, Ilona B. Wessels, Hans J.C.T. Gloerich, Jolein Kaffa, Charlotte Esselink, Rianne A. J. Bloem, Bastiaan R. Kuiperij, H. Bea Verbeek, Marcel M. |
author_sort | Marques, Tainá M. |
collection | PubMed |
description | The aim of our study was to investigate cerebrospinal fluid (CSF) tryptic peptide profiles as potential diagnostic biomarkers for the discrimination of parkinsonian disorders. CSF samples were collected from individuals with parkinsonism, who had an uncertain diagnosis at the time of inclusion and who were followed for up to 12 years in a longitudinal study. We performed shotgun proteomics to identify tryptic peptides in CSF of Parkinson’s disease (PD, n = 10), multiple system atrophy patients (MSA, n = 5) and non-neurological controls (n = 10). We validated tryptic peptides with differential levels between PD and MSA using a newly developed selected reaction monitoring (SRM) assay in CSF of PD (n = 46), atypical parkinsonism patients (AP; MSA, n = 17; Progressive supranuclear palsy; n = 8) and non-neurological controls (n = 39). We identified 191 tryptic peptides that differed significantly between PD and MSA, of which 34 met our criteria for SRM development. For 14/34 peptides we confirmed differences between PD and AP. These tryptic peptides discriminated PD from AP with moderate-to-high accuracy. Random forest modelling including tryptic peptides plus either clinical assessments or other CSF parameters (neurofilament light chain, phosphorylated tau protein) and age improved the discrimination of PD vs. AP. Our results show that the discovery of tryptic peptides by untargeted and subsequent validation by targeted proteomics is a suitable strategy to identify potential CSF biomarkers for PD versus AP. Furthermore, the tryptic peptides, and corresponding proteins, that we identified as differential biomarkers may increase our current knowledge about the disease-specific pathophysiological mechanisms of parkinsonism. |
format | Online Article Text |
id | pubmed-8633286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-86332862021-12-15 Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach Marques, Tainá M. van Rumund, Anouke Kersten, Iris Bruinsma, Ilona B. Wessels, Hans J.C.T. Gloerich, Jolein Kaffa, Charlotte Esselink, Rianne A. J. Bloem, Bastiaan R. Kuiperij, H. Bea Verbeek, Marcel M. NPJ Parkinsons Dis Article The aim of our study was to investigate cerebrospinal fluid (CSF) tryptic peptide profiles as potential diagnostic biomarkers for the discrimination of parkinsonian disorders. CSF samples were collected from individuals with parkinsonism, who had an uncertain diagnosis at the time of inclusion and who were followed for up to 12 years in a longitudinal study. We performed shotgun proteomics to identify tryptic peptides in CSF of Parkinson’s disease (PD, n = 10), multiple system atrophy patients (MSA, n = 5) and non-neurological controls (n = 10). We validated tryptic peptides with differential levels between PD and MSA using a newly developed selected reaction monitoring (SRM) assay in CSF of PD (n = 46), atypical parkinsonism patients (AP; MSA, n = 17; Progressive supranuclear palsy; n = 8) and non-neurological controls (n = 39). We identified 191 tryptic peptides that differed significantly between PD and MSA, of which 34 met our criteria for SRM development. For 14/34 peptides we confirmed differences between PD and AP. These tryptic peptides discriminated PD from AP with moderate-to-high accuracy. Random forest modelling including tryptic peptides plus either clinical assessments or other CSF parameters (neurofilament light chain, phosphorylated tau protein) and age improved the discrimination of PD vs. AP. Our results show that the discovery of tryptic peptides by untargeted and subsequent validation by targeted proteomics is a suitable strategy to identify potential CSF biomarkers for PD versus AP. Furthermore, the tryptic peptides, and corresponding proteins, that we identified as differential biomarkers may increase our current knowledge about the disease-specific pathophysiological mechanisms of parkinsonism. Nature Publishing Group UK 2021-11-30 /pmc/articles/PMC8633286/ /pubmed/34848724 http://dx.doi.org/10.1038/s41531-021-00249-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Marques, Tainá M. van Rumund, Anouke Kersten, Iris Bruinsma, Ilona B. Wessels, Hans J.C.T. Gloerich, Jolein Kaffa, Charlotte Esselink, Rianne A. J. Bloem, Bastiaan R. Kuiperij, H. Bea Verbeek, Marcel M. Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
title | Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
title_full | Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
title_fullStr | Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
title_full_unstemmed | Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
title_short | Identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
title_sort | identification of cerebrospinal fluid biomarkers for parkinsonism using a proteomics approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633286/ https://www.ncbi.nlm.nih.gov/pubmed/34848724 http://dx.doi.org/10.1038/s41531-021-00249-9 |
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