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Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation
BACKGROUND: HTLV-1-Associated Myelopathy/Tropical Spastic Paraparesis (HAM/TSP) is an incapacitating neuroinflammatory disorder for which no disease-modifying therapy is available, but corticosteroids provide some clinical benefit. Although HAM/TSP pathogenesis is not fully elucidated, older age, fe...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733207/ https://www.ncbi.nlm.nih.gov/pubmed/36482436 http://dx.doi.org/10.1186/s12974-022-02658-w |
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author | Assone, Tatiane Menezes, Soraya Maria de Toledo Gonçalves, Fernanda Folgosi, Victor Angelo da Silva Prates, Gabriela Dierckx, Tim Braz, Marcos Smid, Jerusa Haziot, Michel E. Marcusso, Rosa M. N. Dahy, Flávia E. Vanderlinden, Evelien Claes, Sandra Schols, Dominique Bruhn, Roberta Murphy, Edward L. Penalva de Oliveira, Augusto César Daelemans, Dirk Vercauteren, Jurgen Casseb, Jorge Van Weyenbergh, Johan |
author_facet | Assone, Tatiane Menezes, Soraya Maria de Toledo Gonçalves, Fernanda Folgosi, Victor Angelo da Silva Prates, Gabriela Dierckx, Tim Braz, Marcos Smid, Jerusa Haziot, Michel E. Marcusso, Rosa M. N. Dahy, Flávia E. Vanderlinden, Evelien Claes, Sandra Schols, Dominique Bruhn, Roberta Murphy, Edward L. Penalva de Oliveira, Augusto César Daelemans, Dirk Vercauteren, Jurgen Casseb, Jorge Van Weyenbergh, Johan |
author_sort | Assone, Tatiane |
collection | PubMed |
description | BACKGROUND: HTLV-1-Associated Myelopathy/Tropical Spastic Paraparesis (HAM/TSP) is an incapacitating neuroinflammatory disorder for which no disease-modifying therapy is available, but corticosteroids provide some clinical benefit. Although HAM/TSP pathogenesis is not fully elucidated, older age, female sex and higher proviral load are established risk factors. We investigated systemic cytokines and a novel chronic inflammatory marker, GlycA, as possible biomarkers of immunopathogenesis and therapeutic response in HAM/TSP, and examined their interaction with established risk factors. PATIENTS AND METHODS: We recruited 110 People living with HTLV-1 (PLHTLV-1, 67 asymptomatic individuals and 43 HAM/TSP patients) with a total of 946 person-years of clinical follow-up. Plasma cytokine levels (IL-2, IL-4, IL-6, IL-10, IL-17A, IFN-γ, TNF) and GlycA were quantified by Cytometric Bead Array and (1)NMR, respectively. Cytokine signaling and prednisolone response were validated in an independent cohort by nCounter digital transcriptomics. We used multivariable regression, machine learning algorithms and Bayesian network learning for biomarker identification. RESULTS: We found that systemic IL-6 was positively correlated with both age (r = 0.50, p < 0.001) and GlycA (r = 0.45, p = 0.00049) in asymptomatics, revealing an ‘inflammaging” signature which was absent in HAM/TSP. GlycA levels were higher in women (p = 0.0069), but cytokine levels did not differ between the sexes. IFN-γ (p = 0.007) and IL-17A (p = 0.0001) levels were increased in untreated HAM/TSP Multivariable logistic regression identified IL-17A and proviral load as independent determinants of clinical status, resulting in modest accuracy of predicting HAM/TSP status (64.1%), while a machine learning-derived decision tree classified HAM/TSP patients with 90.7% accuracy. Pre-treatment GlycA and TNF levels significantly predicted clinical worsening (measured by Osame Motor Disability Scale), independent of proviral load. In addition, a poor prednisolone response was significantly correlated with higher post-treatment IFN-γ levels. Likewise, a transcriptomic IFN signaling score, significantly correlated with previously proposed HAM/TSP biomarkers (CASP5/CXCL10/FCGR1A/STAT1), was efficiently blunted by in vitro prednisolone treatment of PBMC from PLHTLV-1 and incident HAM/TSP. CONCLUSIONS: An age-related increase in systemic IL-6/GlycA levels reveals inflammaging in PLHTLV-1, in the absence of neurological disease. IFN-γ and IL-17A are biomarkers of untreated HAM/TSP, while pre-treatment GlycA and TNF predict therapeutic response to prednisolone pulse therapy, paving the way for a precision medicine approach in HAM/TSP. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-022-02658-w. |
format | Online Article Text |
id | pubmed-9733207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97332072022-12-10 Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation Assone, Tatiane Menezes, Soraya Maria de Toledo Gonçalves, Fernanda Folgosi, Victor Angelo da Silva Prates, Gabriela Dierckx, Tim Braz, Marcos Smid, Jerusa Haziot, Michel E. Marcusso, Rosa M. N. Dahy, Flávia E. Vanderlinden, Evelien Claes, Sandra Schols, Dominique Bruhn, Roberta Murphy, Edward L. Penalva de Oliveira, Augusto César Daelemans, Dirk Vercauteren, Jurgen Casseb, Jorge Van Weyenbergh, Johan J Neuroinflammation Research BACKGROUND: HTLV-1-Associated Myelopathy/Tropical Spastic Paraparesis (HAM/TSP) is an incapacitating neuroinflammatory disorder for which no disease-modifying therapy is available, but corticosteroids provide some clinical benefit. Although HAM/TSP pathogenesis is not fully elucidated, older age, female sex and higher proviral load are established risk factors. We investigated systemic cytokines and a novel chronic inflammatory marker, GlycA, as possible biomarkers of immunopathogenesis and therapeutic response in HAM/TSP, and examined their interaction with established risk factors. PATIENTS AND METHODS: We recruited 110 People living with HTLV-1 (PLHTLV-1, 67 asymptomatic individuals and 43 HAM/TSP patients) with a total of 946 person-years of clinical follow-up. Plasma cytokine levels (IL-2, IL-4, IL-6, IL-10, IL-17A, IFN-γ, TNF) and GlycA were quantified by Cytometric Bead Array and (1)NMR, respectively. Cytokine signaling and prednisolone response were validated in an independent cohort by nCounter digital transcriptomics. We used multivariable regression, machine learning algorithms and Bayesian network learning for biomarker identification. RESULTS: We found that systemic IL-6 was positively correlated with both age (r = 0.50, p < 0.001) and GlycA (r = 0.45, p = 0.00049) in asymptomatics, revealing an ‘inflammaging” signature which was absent in HAM/TSP. GlycA levels were higher in women (p = 0.0069), but cytokine levels did not differ between the sexes. IFN-γ (p = 0.007) and IL-17A (p = 0.0001) levels were increased in untreated HAM/TSP Multivariable logistic regression identified IL-17A and proviral load as independent determinants of clinical status, resulting in modest accuracy of predicting HAM/TSP status (64.1%), while a machine learning-derived decision tree classified HAM/TSP patients with 90.7% accuracy. Pre-treatment GlycA and TNF levels significantly predicted clinical worsening (measured by Osame Motor Disability Scale), independent of proviral load. In addition, a poor prednisolone response was significantly correlated with higher post-treatment IFN-γ levels. Likewise, a transcriptomic IFN signaling score, significantly correlated with previously proposed HAM/TSP biomarkers (CASP5/CXCL10/FCGR1A/STAT1), was efficiently blunted by in vitro prednisolone treatment of PBMC from PLHTLV-1 and incident HAM/TSP. CONCLUSIONS: An age-related increase in systemic IL-6/GlycA levels reveals inflammaging in PLHTLV-1, in the absence of neurological disease. IFN-γ and IL-17A are biomarkers of untreated HAM/TSP, while pre-treatment GlycA and TNF predict therapeutic response to prednisolone pulse therapy, paving the way for a precision medicine approach in HAM/TSP. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-022-02658-w. BioMed Central 2022-12-08 /pmc/articles/PMC9733207/ /pubmed/36482436 http://dx.doi.org/10.1186/s12974-022-02658-w Text en © The Author(s) 2022 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 Assone, Tatiane Menezes, Soraya Maria de Toledo Gonçalves, Fernanda Folgosi, Victor Angelo da Silva Prates, Gabriela Dierckx, Tim Braz, Marcos Smid, Jerusa Haziot, Michel E. Marcusso, Rosa M. N. Dahy, Flávia E. Vanderlinden, Evelien Claes, Sandra Schols, Dominique Bruhn, Roberta Murphy, Edward L. Penalva de Oliveira, Augusto César Daelemans, Dirk Vercauteren, Jurgen Casseb, Jorge Van Weyenbergh, Johan Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation |
title | Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation |
title_full | Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation |
title_fullStr | Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation |
title_full_unstemmed | Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation |
title_short | Systemic cytokines and GlycA discriminate disease status and predict corticosteroid response in HTLV-1-associated neuroinflammation |
title_sort | systemic cytokines and glyca discriminate disease status and predict corticosteroid response in htlv-1-associated neuroinflammation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733207/ https://www.ncbi.nlm.nih.gov/pubmed/36482436 http://dx.doi.org/10.1186/s12974-022-02658-w |
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