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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
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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. |
format | Online Article Text |
id | pubmed-8872809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
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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