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Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology?
OBJECTIVE: Conventional magnetic resonance imaging (MRI) of the multiple sclerosis spinal cord is limited by low specificity regarding the underlying pathological processes, and new MRI metrics assessing microscopic damage are required. We aim to show for the first time that neurite orientation disp...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5590517/ https://www.ncbi.nlm.nih.gov/pubmed/28904988 http://dx.doi.org/10.1002/acn3.445 |
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author | Grussu, Francesco Schneider, Torben Tur, Carmen Yates, Richard L. Tachrount, Mohamed Ianuş, Andrada Yiannakas, Marios C. Newcombe, Jia Zhang, Hui Alexander, Daniel C. DeLuca, Gabriele C. Gandini Wheeler‐Kingshott, Claudia A. M. |
author_facet | Grussu, Francesco Schneider, Torben Tur, Carmen Yates, Richard L. Tachrount, Mohamed Ianuş, Andrada Yiannakas, Marios C. Newcombe, Jia Zhang, Hui Alexander, Daniel C. DeLuca, Gabriele C. Gandini Wheeler‐Kingshott, Claudia A. M. |
author_sort | Grussu, Francesco |
collection | PubMed |
description | OBJECTIVE: Conventional magnetic resonance imaging (MRI) of the multiple sclerosis spinal cord is limited by low specificity regarding the underlying pathological processes, and new MRI metrics assessing microscopic damage are required. We aim to show for the first time that neurite orientation dispersion (i.e., variability in axon/dendrite orientations) is a new biomarker that uncovers previously undetected layers of complexity of multiple sclerosis spinal cord pathology. Also, we validate against histology a clinically viable MRI technique for dispersion measurement (neurite orientation dispersion and density imaging, NODDI), to demonstrate the strong potential of the new marker. METHODS: We related quantitative metrics from histology and MRI in four post mortem spinal cord specimens (two controls; two progressive multiple sclerosis cases). The samples were scanned at high field, obtaining maps of neurite density and orientation dispersion from NODDI and routine diffusion tensor imaging (DTI) indices. Histological procedures provided markers of astrocyte, microglia, myelin and neurofilament density, as well as neurite dispersion. RESULTS: We report from both NODDI and histology a trend toward lower neurite dispersion in demyelinated lesions, indicative of reduced neurite architecture complexity. Also, we provide unequivocal evidence that NODDI‐derived dispersion matches its histological counterpart (P < 0.001), while DTI metrics are less specific and influenced by several biophysical substrates. INTERPRETATION: Neurite orientation dispersion detects a previously undescribed and potentially relevant layer of microstructural complexity of multiple sclerosis spinal cord pathology. Clinically feasible techniques such as NODDI may play a key role in clinical trial and practice settings, as they provide histologically meaningful dispersion indices. |
format | Online Article Text |
id | pubmed-5590517 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-55905172017-09-13 Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? Grussu, Francesco Schneider, Torben Tur, Carmen Yates, Richard L. Tachrount, Mohamed Ianuş, Andrada Yiannakas, Marios C. Newcombe, Jia Zhang, Hui Alexander, Daniel C. DeLuca, Gabriele C. Gandini Wheeler‐Kingshott, Claudia A. M. Ann Clin Transl Neurol Research Articles OBJECTIVE: Conventional magnetic resonance imaging (MRI) of the multiple sclerosis spinal cord is limited by low specificity regarding the underlying pathological processes, and new MRI metrics assessing microscopic damage are required. We aim to show for the first time that neurite orientation dispersion (i.e., variability in axon/dendrite orientations) is a new biomarker that uncovers previously undetected layers of complexity of multiple sclerosis spinal cord pathology. Also, we validate against histology a clinically viable MRI technique for dispersion measurement (neurite orientation dispersion and density imaging, NODDI), to demonstrate the strong potential of the new marker. METHODS: We related quantitative metrics from histology and MRI in four post mortem spinal cord specimens (two controls; two progressive multiple sclerosis cases). The samples were scanned at high field, obtaining maps of neurite density and orientation dispersion from NODDI and routine diffusion tensor imaging (DTI) indices. Histological procedures provided markers of astrocyte, microglia, myelin and neurofilament density, as well as neurite dispersion. RESULTS: We report from both NODDI and histology a trend toward lower neurite dispersion in demyelinated lesions, indicative of reduced neurite architecture complexity. Also, we provide unequivocal evidence that NODDI‐derived dispersion matches its histological counterpart (P < 0.001), while DTI metrics are less specific and influenced by several biophysical substrates. INTERPRETATION: Neurite orientation dispersion detects a previously undescribed and potentially relevant layer of microstructural complexity of multiple sclerosis spinal cord pathology. Clinically feasible techniques such as NODDI may play a key role in clinical trial and practice settings, as they provide histologically meaningful dispersion indices. John Wiley and Sons Inc. 2017-08-15 /pmc/articles/PMC5590517/ /pubmed/28904988 http://dx.doi.org/10.1002/acn3.445 Text en © 2017 The Authors. Annals of Clinical and Translational Neurology published by Wiley Periodicals, Inc on behalf of American Neurological Association. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Grussu, Francesco Schneider, Torben Tur, Carmen Yates, Richard L. Tachrount, Mohamed Ianuş, Andrada Yiannakas, Marios C. Newcombe, Jia Zhang, Hui Alexander, Daniel C. DeLuca, Gabriele C. Gandini Wheeler‐Kingshott, Claudia A. M. Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
title | Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
title_full | Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
title_fullStr | Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
title_full_unstemmed | Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
title_short | Neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
title_sort | neurite dispersion: a new marker of multiple sclerosis spinal cord pathology? |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5590517/ https://www.ncbi.nlm.nih.gov/pubmed/28904988 http://dx.doi.org/10.1002/acn3.445 |
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