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Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry
OBJECTIVE: Neurological manifestations of autoimmune connective tissue diseases (CTD) are poorly understood and difficult to diagnose. We here aimed to address this shortcoming by studying immune cell compositions in CTD patients with and without neurological manifestation. METHODS: Using flow cytom...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951507/ https://www.ncbi.nlm.nih.gov/pubmed/36823602 http://dx.doi.org/10.1186/s12974-023-02733-w |
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author | Heming, Michael Müller-Miny, Louisa Rolfes, Leoni Schulte-Mecklenbeck, Andreas Brix, Tobias J. Varghese, Julian Pawlitzki, Marc Pavenstädt, Hermann Kriegel, Martin A. Gross, Catharina C. Wiendl, Heinz Meyer zu Hörste, Gerd |
author_facet | Heming, Michael Müller-Miny, Louisa Rolfes, Leoni Schulte-Mecklenbeck, Andreas Brix, Tobias J. Varghese, Julian Pawlitzki, Marc Pavenstädt, Hermann Kriegel, Martin A. Gross, Catharina C. Wiendl, Heinz Meyer zu Hörste, Gerd |
author_sort | Heming, Michael |
collection | PubMed |
description | OBJECTIVE: Neurological manifestations of autoimmune connective tissue diseases (CTD) are poorly understood and difficult to diagnose. We here aimed to address this shortcoming by studying immune cell compositions in CTD patients with and without neurological manifestation. METHODS: Using flow cytometry, we retrospectively investigated paired cerebrospinal fluid (CSF) and blood samples of 28 CTD patients without neurological manifestation, 38 CTD patients with neurological manifestation (N-CTD), 38 non-inflammatory controls, and 38 multiple sclerosis (MS) patients, a paradigmatic primary neuroinflammatory disease. RESULTS: We detected an expansion of plasma cells in the blood of both N-CTD and CTD compared to non-inflammatory controls and MS. Blood plasma cells alone distinguished the clinically similar entities N-CTD and MS with high discriminatory performance (AUC: 0.81). Classical blood monocytes indicated higher disease activity in systemic lupus erythematosus (SLE) patients. Surprisingly, immune cells in the CSF did not differ significantly between N-CTD and CTD, while CD4(+) T cells and the CD4(+)/CD8(+) ratio were elevated in the blood of N-CTD compared to CTD. Several B cell-associated parameters partially overlapped in the CSF in MS and N-CTD. We built a machine learning model that distinguished N-CTD from MS with high discriminatory power using either blood or CSF. CONCLUSION: We here find that blood flow cytometry alone surprisingly suffices to distinguish CTD with neurological manifestations from clinically similar entities, suggesting that a rapid blood test could support clinicians in the differential diagnosis of N-CTD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-023-02733-w. |
format | Online Article Text |
id | pubmed-9951507 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99515072023-02-25 Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry Heming, Michael Müller-Miny, Louisa Rolfes, Leoni Schulte-Mecklenbeck, Andreas Brix, Tobias J. Varghese, Julian Pawlitzki, Marc Pavenstädt, Hermann Kriegel, Martin A. Gross, Catharina C. Wiendl, Heinz Meyer zu Hörste, Gerd J Neuroinflammation Research OBJECTIVE: Neurological manifestations of autoimmune connective tissue diseases (CTD) are poorly understood and difficult to diagnose. We here aimed to address this shortcoming by studying immune cell compositions in CTD patients with and without neurological manifestation. METHODS: Using flow cytometry, we retrospectively investigated paired cerebrospinal fluid (CSF) and blood samples of 28 CTD patients without neurological manifestation, 38 CTD patients with neurological manifestation (N-CTD), 38 non-inflammatory controls, and 38 multiple sclerosis (MS) patients, a paradigmatic primary neuroinflammatory disease. RESULTS: We detected an expansion of plasma cells in the blood of both N-CTD and CTD compared to non-inflammatory controls and MS. Blood plasma cells alone distinguished the clinically similar entities N-CTD and MS with high discriminatory performance (AUC: 0.81). Classical blood monocytes indicated higher disease activity in systemic lupus erythematosus (SLE) patients. Surprisingly, immune cells in the CSF did not differ significantly between N-CTD and CTD, while CD4(+) T cells and the CD4(+)/CD8(+) ratio were elevated in the blood of N-CTD compared to CTD. Several B cell-associated parameters partially overlapped in the CSF in MS and N-CTD. We built a machine learning model that distinguished N-CTD from MS with high discriminatory power using either blood or CSF. CONCLUSION: We here find that blood flow cytometry alone surprisingly suffices to distinguish CTD with neurological manifestations from clinically similar entities, suggesting that a rapid blood test could support clinicians in the differential diagnosis of N-CTD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-023-02733-w. BioMed Central 2023-02-23 /pmc/articles/PMC9951507/ /pubmed/36823602 http://dx.doi.org/10.1186/s12974-023-02733-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Heming, Michael Müller-Miny, Louisa Rolfes, Leoni Schulte-Mecklenbeck, Andreas Brix, Tobias J. Varghese, Julian Pawlitzki, Marc Pavenstädt, Hermann Kriegel, Martin A. Gross, Catharina C. Wiendl, Heinz Meyer zu Hörste, Gerd Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
title | Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
title_full | Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
title_fullStr | Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
title_full_unstemmed | Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
title_short | Supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
title_sort | supporting the differential diagnosis of connective tissue diseases with neurological involvement by blood and cerebrospinal fluid flow cytometry |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9951507/ https://www.ncbi.nlm.nih.gov/pubmed/36823602 http://dx.doi.org/10.1186/s12974-023-02733-w |
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