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Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients
BACKGROUND: The ability to assess brain and cord atrophy simultaneously would improve the efficiency of MRI to track disease evolution. OBJECTIVE: To test a promising tool to simultaneously map the regional distribution of atrophy in multiple sclerosis (MS) patients across the brain and cord. METHOD...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8938332/ https://www.ncbi.nlm.nih.gov/pubmed/35316667 http://dx.doi.org/10.1016/j.nicl.2022.102985 |
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author | Freund, Patrick Papinutto, Nico Bischof, Antje Azzarito, Michela Kirkish, Gina Ashburner, John Thompson, Alan Hauser, Stephen L. Henry, Roland G. |
author_facet | Freund, Patrick Papinutto, Nico Bischof, Antje Azzarito, Michela Kirkish, Gina Ashburner, John Thompson, Alan Hauser, Stephen L. Henry, Roland G. |
author_sort | Freund, Patrick |
collection | PubMed |
description | BACKGROUND: The ability to assess brain and cord atrophy simultaneously would improve the efficiency of MRI to track disease evolution. OBJECTIVE: To test a promising tool to simultaneously map the regional distribution of atrophy in multiple sclerosis (MS) patients across the brain and cord. METHODS: Voxel-based morphometry combined with a statistical parametric mapping probabilistic brain-spinal cord (SPM-BSC) template was applied to standard T1-weighted magnetic resonance imaging (MRI) scans covering the brain and cervical cord from 37 MS patients and 20 healthy controls (HC). We also measured the cord area at C2-C3 with a semi-automatic segmentation method using (i) the same T1-weighted acquisitions used for the new voxel-based analysis and (ii) dedicated spinal cord phase sensitive inversion recovery (PSIR) acquisitions. Cervical cord findings derived from the three approaches were compared to each other and the goodness to fit to clinical scores was assessed by regression analyses. RESULTS: The SPM-BSC approach revealed a severity-dependent pattern of atrophy across the cervical cord and thalamus in MS patients when compared to HCs. The magnitude of cord atrophy was confirmed by the semi-automatic extraction approach at C2-C3 using both standard brain T1-weighted and advanced cord dedicated acquisitions. Associations between atrophy of cord and thalamus with disability and cognition were demonstrated. CONCLUSION: Atrophy in the brain and cervical cord of MS patients can be identified simultaneously and rapidly at the voxel-level. The SPM-BSC approach yields similar results as available standard processing tools with the added advantage of performing the analysis simultaneously and faster. |
format | Online Article Text |
id | pubmed-8938332 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-89383322022-03-23 Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients Freund, Patrick Papinutto, Nico Bischof, Antje Azzarito, Michela Kirkish, Gina Ashburner, John Thompson, Alan Hauser, Stephen L. Henry, Roland G. Neuroimage Clin Regular Article BACKGROUND: The ability to assess brain and cord atrophy simultaneously would improve the efficiency of MRI to track disease evolution. OBJECTIVE: To test a promising tool to simultaneously map the regional distribution of atrophy in multiple sclerosis (MS) patients across the brain and cord. METHODS: Voxel-based morphometry combined with a statistical parametric mapping probabilistic brain-spinal cord (SPM-BSC) template was applied to standard T1-weighted magnetic resonance imaging (MRI) scans covering the brain and cervical cord from 37 MS patients and 20 healthy controls (HC). We also measured the cord area at C2-C3 with a semi-automatic segmentation method using (i) the same T1-weighted acquisitions used for the new voxel-based analysis and (ii) dedicated spinal cord phase sensitive inversion recovery (PSIR) acquisitions. Cervical cord findings derived from the three approaches were compared to each other and the goodness to fit to clinical scores was assessed by regression analyses. RESULTS: The SPM-BSC approach revealed a severity-dependent pattern of atrophy across the cervical cord and thalamus in MS patients when compared to HCs. The magnitude of cord atrophy was confirmed by the semi-automatic extraction approach at C2-C3 using both standard brain T1-weighted and advanced cord dedicated acquisitions. Associations between atrophy of cord and thalamus with disability and cognition were demonstrated. CONCLUSION: Atrophy in the brain and cervical cord of MS patients can be identified simultaneously and rapidly at the voxel-level. The SPM-BSC approach yields similar results as available standard processing tools with the added advantage of performing the analysis simultaneously and faster. Elsevier 2022-03-08 /pmc/articles/PMC8938332/ /pubmed/35316667 http://dx.doi.org/10.1016/j.nicl.2022.102985 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Freund, Patrick Papinutto, Nico Bischof, Antje Azzarito, Michela Kirkish, Gina Ashburner, John Thompson, Alan Hauser, Stephen L. Henry, Roland G. Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients |
title | Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients |
title_full | Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients |
title_fullStr | Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients |
title_full_unstemmed | Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients |
title_short | Simultaneous assessment of regional distributions of atrophy across the neuraxis in MS patients |
title_sort | simultaneous assessment of regional distributions of atrophy across the neuraxis in ms patients |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8938332/ https://www.ncbi.nlm.nih.gov/pubmed/35316667 http://dx.doi.org/10.1016/j.nicl.2022.102985 |
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