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Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma

Gliomas account for 26.5% of all primary central nervous system tumors. Recent studies have used diffusion tensor imaging (DTI) to extract white matter fibers and the diffusion coefficients derived from MR processing to provide useful, non-invasive insights into the extent of tumor invasion, axonal...

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Autores principales: D’Souza, Shawn, Ormond, D. Ryan, Costabile, Jamie, Thompson, John A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6874090/
https://www.ncbi.nlm.nih.gov/pubmed/31751402
http://dx.doi.org/10.1371/journal.pone.0225323
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author D’Souza, Shawn
Ormond, D. Ryan
Costabile, Jamie
Thompson, John A.
author_facet D’Souza, Shawn
Ormond, D. Ryan
Costabile, Jamie
Thompson, John A.
author_sort D’Souza, Shawn
collection PubMed
description Gliomas account for 26.5% of all primary central nervous system tumors. Recent studies have used diffusion tensor imaging (DTI) to extract white matter fibers and the diffusion coefficients derived from MR processing to provide useful, non-invasive insights into the extent of tumor invasion, axonal integrity, and gross differentiation of glioma from metastasis. Here, we extend this work by examining whether a tract-based analysis can improve non-invasive localization of tumor impact on white matter integrity. This study retrospectively analyzed preoperative magnetic resonance sequences highlighting contrast enhancement and DTI scans of 13 subjects that were biopsy-confirmed to have either high or low-grade glioma. We reconstructed the corticospinal tract and superior longitudinal fasciculus by applying atlas-based regions of interest to fibers derived from whole-brain deterministic streamline tractography. Within-subject comparison of hemispheric diffusion coefficients (e.g., fractional anisotropy and mean diffusivity) indicated higher levels of white matter degradation in the ipsilesional hemisphere. Novel application of along-tract analyses revealed that tracts traversing the tumor region showed significant white matter degradation compared to the contralesional hemisphere and ipsilesional tracts displaced by the tumor.
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spelling pubmed-68740902019-12-07 Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma D’Souza, Shawn Ormond, D. Ryan Costabile, Jamie Thompson, John A. PLoS One Research Article Gliomas account for 26.5% of all primary central nervous system tumors. Recent studies have used diffusion tensor imaging (DTI) to extract white matter fibers and the diffusion coefficients derived from MR processing to provide useful, non-invasive insights into the extent of tumor invasion, axonal integrity, and gross differentiation of glioma from metastasis. Here, we extend this work by examining whether a tract-based analysis can improve non-invasive localization of tumor impact on white matter integrity. This study retrospectively analyzed preoperative magnetic resonance sequences highlighting contrast enhancement and DTI scans of 13 subjects that were biopsy-confirmed to have either high or low-grade glioma. We reconstructed the corticospinal tract and superior longitudinal fasciculus by applying atlas-based regions of interest to fibers derived from whole-brain deterministic streamline tractography. Within-subject comparison of hemispheric diffusion coefficients (e.g., fractional anisotropy and mean diffusivity) indicated higher levels of white matter degradation in the ipsilesional hemisphere. Novel application of along-tract analyses revealed that tracts traversing the tumor region showed significant white matter degradation compared to the contralesional hemisphere and ipsilesional tracts displaced by the tumor. Public Library of Science 2019-11-21 /pmc/articles/PMC6874090/ /pubmed/31751402 http://dx.doi.org/10.1371/journal.pone.0225323 Text en © 2019 D’Souza et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
D’Souza, Shawn
Ormond, D. Ryan
Costabile, Jamie
Thompson, John A.
Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
title Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
title_full Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
title_fullStr Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
title_full_unstemmed Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
title_short Fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
title_sort fiber-tract localized diffusion coefficients highlight patterns of white matter disruption induced by proximity to glioma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6874090/
https://www.ncbi.nlm.nih.gov/pubmed/31751402
http://dx.doi.org/10.1371/journal.pone.0225323
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