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Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis

BACKGROUND AND OBJECTIVE: The neuropathology of amyotrophic lateral sclerosis (ALS) follows a regional distribution pattern in the brain with four stages. Using diffusion tensor imaging (DTI), this pattern can be translated into a tract-based staging scheme to assess cerebral progression in vivo. Th...

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Autores principales: Müller, Hans-Peter, Behler, Anna, Münch, Maximilian, Dorst, Johannes, Ludolph, Albert C., Kassubek, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025190/
https://www.ncbi.nlm.nih.gov/pubmed/36763176
http://dx.doi.org/10.1007/s00415-023-11582-9
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author Müller, Hans-Peter
Behler, Anna
Münch, Maximilian
Dorst, Johannes
Ludolph, Albert C.
Kassubek, Jan
author_facet Müller, Hans-Peter
Behler, Anna
Münch, Maximilian
Dorst, Johannes
Ludolph, Albert C.
Kassubek, Jan
author_sort Müller, Hans-Peter
collection PubMed
description BACKGROUND AND OBJECTIVE: The neuropathology of amyotrophic lateral sclerosis (ALS) follows a regional distribution pattern in the brain with four stages. Using diffusion tensor imaging (DTI), this pattern can be translated into a tract-based staging scheme to assess cerebral progression in vivo. This study investigates the association between the sequential alteration pattern and disease severity in patients with ALS. METHODS: DTI data of 325 patients with ALS and 130 healthy controls were analyzed in a tract of interest (TOI)-based approach. Patients were categorized according to their ALS-FRS-R scores into groups with declining functionality. The fractional anisotropy (FA) values in the tracts associated with neuropathological stages were group-wise compared with healthy controls. RESULTS: The FA in the tracts associated with ALS stages showed a decrease which could be related to the disease severity stratification, i.e., at the group level, the lower the ALS-FRS-R of the categorized patient group, the higher was the effect size of the stage-related tract. In the patient group with the highest ALS-FRS-R, Cohen’s d showed a medium effect size in the corticospinal tract and small effect sizes in the other stage-related tracts. Overall, the lower the ALS-FRS-R of the categorized patient group the higher was the effect size of the comparison with healthy controls. CONCLUSION: The progression of white matter alterations across tracts according to the model of sequential tract involvement is associated with clinical disease severity in patients with ALS, suggesting the use of staging-based DTI as a technical marker for disease progression.
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spelling pubmed-100251902023-03-21 Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis Müller, Hans-Peter Behler, Anna Münch, Maximilian Dorst, Johannes Ludolph, Albert C. Kassubek, Jan J Neurol Short Commentary BACKGROUND AND OBJECTIVE: The neuropathology of amyotrophic lateral sclerosis (ALS) follows a regional distribution pattern in the brain with four stages. Using diffusion tensor imaging (DTI), this pattern can be translated into a tract-based staging scheme to assess cerebral progression in vivo. This study investigates the association between the sequential alteration pattern and disease severity in patients with ALS. METHODS: DTI data of 325 patients with ALS and 130 healthy controls were analyzed in a tract of interest (TOI)-based approach. Patients were categorized according to their ALS-FRS-R scores into groups with declining functionality. The fractional anisotropy (FA) values in the tracts associated with neuropathological stages were group-wise compared with healthy controls. RESULTS: The FA in the tracts associated with ALS stages showed a decrease which could be related to the disease severity stratification, i.e., at the group level, the lower the ALS-FRS-R of the categorized patient group, the higher was the effect size of the stage-related tract. In the patient group with the highest ALS-FRS-R, Cohen’s d showed a medium effect size in the corticospinal tract and small effect sizes in the other stage-related tracts. Overall, the lower the ALS-FRS-R of the categorized patient group the higher was the effect size of the comparison with healthy controls. CONCLUSION: The progression of white matter alterations across tracts according to the model of sequential tract involvement is associated with clinical disease severity in patients with ALS, suggesting the use of staging-based DTI as a technical marker for disease progression. Springer Berlin Heidelberg 2023-02-10 2023 /pmc/articles/PMC10025190/ /pubmed/36763176 http://dx.doi.org/10.1007/s00415-023-11582-9 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/) .
spellingShingle Short Commentary
Müller, Hans-Peter
Behler, Anna
Münch, Maximilian
Dorst, Johannes
Ludolph, Albert C.
Kassubek, Jan
Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
title Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
title_full Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
title_fullStr Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
title_full_unstemmed Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
title_short Sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
title_sort sequential alterations in diffusion metrics as correlates of disease severity in amyotrophic lateral sclerosis
topic Short Commentary
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025190/
https://www.ncbi.nlm.nih.gov/pubmed/36763176
http://dx.doi.org/10.1007/s00415-023-11582-9
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