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A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis
OBJECTIVES: Neuropathological studies have shown that multiple sclerosis (MS) lesions are heterogeneous in terms of myelin/axon damage and repair as well as iron content. However, it remains a challenge to identify specific chronic lesion types, especially remyelinated lesions, in vivo in patients w...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527017/ https://www.ncbi.nlm.nih.gov/pubmed/35713309 http://dx.doi.org/10.1002/ana.26441 |
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author | Rahmanzadeh, Reza Galbusera, Riccardo Lu, Po‐Jui Bahn, Erik Weigel, Matthias Barakovic, Muhamed Franz, Jonas Nguyen, Thanh D. Spincemaille, Pascal Schiavi, Simona Daducci, Alessandro La Rosa, Francesco Absinta, Martina Sati, Pascal Bach Cuadra, Meritxell Radue, Ernst‐Wilhelm Leppert, David Kuhle, Jens Kappos, Ludwig Brück, Wolfgang Reich, Daniel S. Stadelmann, Christine Wang, Yi Granziera, Cristina |
author_facet | Rahmanzadeh, Reza Galbusera, Riccardo Lu, Po‐Jui Bahn, Erik Weigel, Matthias Barakovic, Muhamed Franz, Jonas Nguyen, Thanh D. Spincemaille, Pascal Schiavi, Simona Daducci, Alessandro La Rosa, Francesco Absinta, Martina Sati, Pascal Bach Cuadra, Meritxell Radue, Ernst‐Wilhelm Leppert, David Kuhle, Jens Kappos, Ludwig Brück, Wolfgang Reich, Daniel S. Stadelmann, Christine Wang, Yi Granziera, Cristina |
author_sort | Rahmanzadeh, Reza |
collection | PubMed |
description | OBJECTIVES: Neuropathological studies have shown that multiple sclerosis (MS) lesions are heterogeneous in terms of myelin/axon damage and repair as well as iron content. However, it remains a challenge to identify specific chronic lesion types, especially remyelinated lesions, in vivo in patients with MS. METHODS: We performed 3 studies: (1) a cross‐sectional study in a prospective cohort of 115 patients with MS and 76 healthy controls, who underwent 3 T magnetic resonance imaging (MRI) for quantitative susceptibility mapping (QSM), myelin water fraction (MWF), and neurite density index (NDI) maps. White matter (WM) lesions in QSM were classified into 5 QSM lesion types (iso‐intense, hypo‐intense, hyperintense, lesions with hypo‐intense rims, and lesions with paramagnetic rim legions [PRLs]); (2) a longitudinal study of 40 patients with MS to study the evolution of lesions over 2 years; (3) a postmortem histopathology‐QSM validation study in 3 brains of patients with MS to assess the accuracy of QSM classification to identify neuropathological lesion types in 63 WM lesions. RESULTS: At baseline, hypo‐ and isointense lesions showed higher mean MWF and NDI values compared to other QSM lesion types (p < 0.0001). Further, at 2‐year follow‐up, hypo‐/iso‐intense lesions showed an increase in MWF. Postmortem analyses revealed that QSM highly accurately identifies (1) fully remyelinated areas as hypo‐/iso‐intense (sensitivity = 88.89% and specificity = 100%), (2) chronic inactive lesions as hyperintense (sensitivity = 71.43% and specificity = 92.00%), and (3) chronic active/smoldering lesions as PRLs (sensitivity = 92.86% and specificity = 86.36%). INTERPRETATION: These results provide the first evidence that it is possible to distinguish chronic MS lesions in a clinical setting, hereby supporting with new biomarkers to develop and assess remyelinating treatments. ANN NEUROL 2022;92:486–502 |
format | Online Article Text |
id | pubmed-9527017 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95270172022-10-14 A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis Rahmanzadeh, Reza Galbusera, Riccardo Lu, Po‐Jui Bahn, Erik Weigel, Matthias Barakovic, Muhamed Franz, Jonas Nguyen, Thanh D. Spincemaille, Pascal Schiavi, Simona Daducci, Alessandro La Rosa, Francesco Absinta, Martina Sati, Pascal Bach Cuadra, Meritxell Radue, Ernst‐Wilhelm Leppert, David Kuhle, Jens Kappos, Ludwig Brück, Wolfgang Reich, Daniel S. Stadelmann, Christine Wang, Yi Granziera, Cristina Ann Neurol Research Articles OBJECTIVES: Neuropathological studies have shown that multiple sclerosis (MS) lesions are heterogeneous in terms of myelin/axon damage and repair as well as iron content. However, it remains a challenge to identify specific chronic lesion types, especially remyelinated lesions, in vivo in patients with MS. METHODS: We performed 3 studies: (1) a cross‐sectional study in a prospective cohort of 115 patients with MS and 76 healthy controls, who underwent 3 T magnetic resonance imaging (MRI) for quantitative susceptibility mapping (QSM), myelin water fraction (MWF), and neurite density index (NDI) maps. White matter (WM) lesions in QSM were classified into 5 QSM lesion types (iso‐intense, hypo‐intense, hyperintense, lesions with hypo‐intense rims, and lesions with paramagnetic rim legions [PRLs]); (2) a longitudinal study of 40 patients with MS to study the evolution of lesions over 2 years; (3) a postmortem histopathology‐QSM validation study in 3 brains of patients with MS to assess the accuracy of QSM classification to identify neuropathological lesion types in 63 WM lesions. RESULTS: At baseline, hypo‐ and isointense lesions showed higher mean MWF and NDI values compared to other QSM lesion types (p < 0.0001). Further, at 2‐year follow‐up, hypo‐/iso‐intense lesions showed an increase in MWF. Postmortem analyses revealed that QSM highly accurately identifies (1) fully remyelinated areas as hypo‐/iso‐intense (sensitivity = 88.89% and specificity = 100%), (2) chronic inactive lesions as hyperintense (sensitivity = 71.43% and specificity = 92.00%), and (3) chronic active/smoldering lesions as PRLs (sensitivity = 92.86% and specificity = 86.36%). INTERPRETATION: These results provide the first evidence that it is possible to distinguish chronic MS lesions in a clinical setting, hereby supporting with new biomarkers to develop and assess remyelinating treatments. ANN NEUROL 2022;92:486–502 John Wiley & Sons, Inc. 2022-07-13 2022-09 /pmc/articles/PMC9527017/ /pubmed/35713309 http://dx.doi.org/10.1002/ana.26441 Text en © 2022 The Authors. Annals of Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Articles Rahmanzadeh, Reza Galbusera, Riccardo Lu, Po‐Jui Bahn, Erik Weigel, Matthias Barakovic, Muhamed Franz, Jonas Nguyen, Thanh D. Spincemaille, Pascal Schiavi, Simona Daducci, Alessandro La Rosa, Francesco Absinta, Martina Sati, Pascal Bach Cuadra, Meritxell Radue, Ernst‐Wilhelm Leppert, David Kuhle, Jens Kappos, Ludwig Brück, Wolfgang Reich, Daniel S. Stadelmann, Christine Wang, Yi Granziera, Cristina A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis |
title | A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis |
title_full | A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis |
title_fullStr | A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis |
title_full_unstemmed | A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis |
title_short | A New Advanced MRI Biomarker for Remyelinated Lesions in Multiple Sclerosis |
title_sort | new advanced mri biomarker for remyelinated lesions in multiple sclerosis |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527017/ https://www.ncbi.nlm.nih.gov/pubmed/35713309 http://dx.doi.org/10.1002/ana.26441 |
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