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High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy

Diffusion magnetic resonance imaging (dMRI) tractography has played a critical role in characterizing patterns of aberrant brain network reorganization among patients with epilepsy. However, the accuracy of dMRI tractography is hampered by the complex biophysical properties of white matter tissue. H...

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Autores principales: Gleichgerrcht, Ezequiel, Keller, Simon S., Bryant, Lorna, Moss, Hunter, Kellermann, Tanja S., Biswas, Shubhabrata, Marson, Anthony G., Wilmskoetter, Janina, Jensen, Jens H., Bonilha, Leonardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872809/
https://www.ncbi.nlm.nih.gov/pubmed/34974117
http://dx.doi.org/10.1016/j.neuroimage.2021.118866
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author Gleichgerrcht, Ezequiel
Keller, Simon S.
Bryant, Lorna
Moss, Hunter
Kellermann, Tanja S.
Biswas, Shubhabrata
Marson, Anthony G.
Wilmskoetter, Janina
Jensen, Jens H.
Bonilha, Leonardo
author_facet Gleichgerrcht, Ezequiel
Keller, Simon S.
Bryant, Lorna
Moss, Hunter
Kellermann, Tanja S.
Biswas, Shubhabrata
Marson, Anthony G.
Wilmskoetter, Janina
Jensen, Jens H.
Bonilha, Leonardo
author_sort Gleichgerrcht, Ezequiel
collection PubMed
description Diffusion magnetic resonance imaging (dMRI) tractography has played a critical role in characterizing patterns of aberrant brain network reorganization among patients with epilepsy. However, the accuracy of dMRI tractography is hampered by the complex biophysical properties of white matter tissue. High b-value diffusion imaging overcomes this limitation by better isolating axonal pathways. In this study, we introduce tractography derived from fiber ball imaging (FBI), a high b-value approach which excludes non-axonal signals, to identify atypical neuronal networks in patients with epilepsy. Specifically, we compared network properties obtained from multiple diffusion tractography approaches (diffusion tensor imaging, diffusion kurtosis imaging, FBI) in order to assess the pathophysiological relevance of network rearrangement in medication-responsive vs. medication-refractory adults with focal epilepsy. We show that drug-resistant epilepsy is associated with increased global network segregation detected by FBI-based tractography. We propose exploring FBI as a clinically feasible alternative to quantify topological changes that could be used to track disease progression and inform on clinical outcomes.
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spelling pubmed-88728092022-03-01 High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy Gleichgerrcht, Ezequiel Keller, Simon S. Bryant, Lorna Moss, Hunter Kellermann, Tanja S. Biswas, Shubhabrata Marson, Anthony G. Wilmskoetter, Janina Jensen, Jens H. Bonilha, Leonardo Neuroimage Article Diffusion magnetic resonance imaging (dMRI) tractography has played a critical role in characterizing patterns of aberrant brain network reorganization among patients with epilepsy. However, the accuracy of dMRI tractography is hampered by the complex biophysical properties of white matter tissue. High b-value diffusion imaging overcomes this limitation by better isolating axonal pathways. In this study, we introduce tractography derived from fiber ball imaging (FBI), a high b-value approach which excludes non-axonal signals, to identify atypical neuronal networks in patients with epilepsy. Specifically, we compared network properties obtained from multiple diffusion tractography approaches (diffusion tensor imaging, diffusion kurtosis imaging, FBI) in order to assess the pathophysiological relevance of network rearrangement in medication-responsive vs. medication-refractory adults with focal epilepsy. We show that drug-resistant epilepsy is associated with increased global network segregation detected by FBI-based tractography. We propose exploring FBI as a clinically feasible alternative to quantify topological changes that could be used to track disease progression and inform on clinical outcomes. 2022-03 2021-12-30 /pmc/articles/PMC8872809/ /pubmed/34974117 http://dx.doi.org/10.1016/j.neuroimage.2021.118866 Text en 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/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Gleichgerrcht, Ezequiel
Keller, Simon S.
Bryant, Lorna
Moss, Hunter
Kellermann, Tanja S.
Biswas, Shubhabrata
Marson, Anthony G.
Wilmskoetter, Janina
Jensen, Jens H.
Bonilha, Leonardo
High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy
title High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy
title_full High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy
title_fullStr High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy
title_full_unstemmed High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy
title_short High b-value diffusion tractography: Abnormal axonal network organization associated with medication-refractory epilepsy
title_sort high b-value diffusion tractography: abnormal axonal network organization associated with medication-refractory epilepsy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872809/
https://www.ncbi.nlm.nih.gov/pubmed/34974117
http://dx.doi.org/10.1016/j.neuroimage.2021.118866
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