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Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches

While the diagnosis of high-grade glioma (HGG) is still associated with a considerably poor prognosis, neurosurgical tumor resection provides an opportunity for prolonged survival and improved quality of life for affected patients. However, successful tumor resection is dependent on a proper surgica...

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Autores principales: Zhylka, Andrey, Sollmann, Nico, Kofler, Florian, Radwan, Ahmed, De Luca, Alberto, Gempt, Jens, Wiestler, Benedikt, Menze, Bjoern, Krieg, Sandro M., Zimmer, Claus, Kirschke, Jan S., Sunaert, Stefan, Leemans, Alexander, Pluim, Josien P. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8712728/
https://www.ncbi.nlm.nih.gov/pubmed/34970486
http://dx.doi.org/10.3389/fonc.2021.761169
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author Zhylka, Andrey
Sollmann, Nico
Kofler, Florian
Radwan, Ahmed
De Luca, Alberto
Gempt, Jens
Wiestler, Benedikt
Menze, Bjoern
Krieg, Sandro M.
Zimmer, Claus
Kirschke, Jan S.
Sunaert, Stefan
Leemans, Alexander
Pluim, Josien P. W.
author_facet Zhylka, Andrey
Sollmann, Nico
Kofler, Florian
Radwan, Ahmed
De Luca, Alberto
Gempt, Jens
Wiestler, Benedikt
Menze, Bjoern
Krieg, Sandro M.
Zimmer, Claus
Kirschke, Jan S.
Sunaert, Stefan
Leemans, Alexander
Pluim, Josien P. W.
author_sort Zhylka, Andrey
collection PubMed
description While the diagnosis of high-grade glioma (HGG) is still associated with a considerably poor prognosis, neurosurgical tumor resection provides an opportunity for prolonged survival and improved quality of life for affected patients. However, successful tumor resection is dependent on a proper surgical planning to avoid surgery-induced functional deficits whilst achieving a maximum extent of resection (EOR). With diffusion magnetic resonance imaging (MRI) providing insight into individual white matter neuroanatomy, the challenge remains to disentangle that information as correctly and as completely as possible. In particular, due to the lack of sensitivity and accuracy, the clinical value of widely used diffusion tensor imaging (DTI)-based tractography is increasingly questioned. We evaluated whether the recently developed multi-level fiber tracking (MLFT) technique can improve tractography of the corticospinal tract (CST) in patients with motor-eloquent HGGs. Forty patients with therapy-naïve HGGs (mean age: 62.6 ± 13.4 years, 57.5% males) and preoperative diffusion MRI [repetition time (TR)/echo time (TE): 5000/78 ms, voxel size: 2x2x2 mm(3), one volume at b=0 s/mm(2), 32 volumes at b=1000 s/mm(2)] underwent reconstruction of the CST of the tumor-affected and unaffected hemispheres using MLFT in addition to deterministic DTI-based and deterministic constrained spherical deconvolution (CSD)-based fiber tractography. The brain stem was used as a seeding region, with a motor cortex mask serving as a target region for MLFT and a region of interest (ROI) for the other two algorithms. Application of the MLFT method substantially improved bundle reconstruction, leading to CST bundles with higher radial extent compared to the two other algorithms (delineation of CST fanning with a wider range; median radial extent for tumor-affected vs. unaffected hemisphere – DTI: 19.46° vs. 18.99°, p=0.8931; CSD: 30.54° vs. 27.63°, p=0.0546; MLFT: 81.17° vs. 74.59°, p=0.0134). In addition, reconstructions by MLFT and CSD-based tractography nearly completely included respective bundles derived from DTI-based tractography, which was however favorable for MLFT compared to CSD-based tractography (median coverage of the DTI-based CST for affected vs. unaffected hemispheres – CSD: 68.16% vs. 77.59%, p=0.0075; MLFT: 93.09% vs. 95.49%; p=0.0046). Thus, a more complete picture of the CST in patients with motor-eloquent HGGs might be achieved based on routinely acquired diffusion MRI data using MLFT.
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spelling pubmed-87127282021-12-29 Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches Zhylka, Andrey Sollmann, Nico Kofler, Florian Radwan, Ahmed De Luca, Alberto Gempt, Jens Wiestler, Benedikt Menze, Bjoern Krieg, Sandro M. Zimmer, Claus Kirschke, Jan S. Sunaert, Stefan Leemans, Alexander Pluim, Josien P. W. Front Oncol Oncology While the diagnosis of high-grade glioma (HGG) is still associated with a considerably poor prognosis, neurosurgical tumor resection provides an opportunity for prolonged survival and improved quality of life for affected patients. However, successful tumor resection is dependent on a proper surgical planning to avoid surgery-induced functional deficits whilst achieving a maximum extent of resection (EOR). With diffusion magnetic resonance imaging (MRI) providing insight into individual white matter neuroanatomy, the challenge remains to disentangle that information as correctly and as completely as possible. In particular, due to the lack of sensitivity and accuracy, the clinical value of widely used diffusion tensor imaging (DTI)-based tractography is increasingly questioned. We evaluated whether the recently developed multi-level fiber tracking (MLFT) technique can improve tractography of the corticospinal tract (CST) in patients with motor-eloquent HGGs. Forty patients with therapy-naïve HGGs (mean age: 62.6 ± 13.4 years, 57.5% males) and preoperative diffusion MRI [repetition time (TR)/echo time (TE): 5000/78 ms, voxel size: 2x2x2 mm(3), one volume at b=0 s/mm(2), 32 volumes at b=1000 s/mm(2)] underwent reconstruction of the CST of the tumor-affected and unaffected hemispheres using MLFT in addition to deterministic DTI-based and deterministic constrained spherical deconvolution (CSD)-based fiber tractography. The brain stem was used as a seeding region, with a motor cortex mask serving as a target region for MLFT and a region of interest (ROI) for the other two algorithms. Application of the MLFT method substantially improved bundle reconstruction, leading to CST bundles with higher radial extent compared to the two other algorithms (delineation of CST fanning with a wider range; median radial extent for tumor-affected vs. unaffected hemisphere – DTI: 19.46° vs. 18.99°, p=0.8931; CSD: 30.54° vs. 27.63°, p=0.0546; MLFT: 81.17° vs. 74.59°, p=0.0134). In addition, reconstructions by MLFT and CSD-based tractography nearly completely included respective bundles derived from DTI-based tractography, which was however favorable for MLFT compared to CSD-based tractography (median coverage of the DTI-based CST for affected vs. unaffected hemispheres – CSD: 68.16% vs. 77.59%, p=0.0075; MLFT: 93.09% vs. 95.49%; p=0.0046). Thus, a more complete picture of the CST in patients with motor-eloquent HGGs might be achieved based on routinely acquired diffusion MRI data using MLFT. Frontiers Media S.A. 2021-12-14 /pmc/articles/PMC8712728/ /pubmed/34970486 http://dx.doi.org/10.3389/fonc.2021.761169 Text en Copyright © 2021 Zhylka, Sollmann, Kofler, Radwan, De Luca, Gempt, Wiestler, Menze, Krieg, Zimmer, Kirschke, Sunaert, Leemans and Pluim https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Zhylka, Andrey
Sollmann, Nico
Kofler, Florian
Radwan, Ahmed
De Luca, Alberto
Gempt, Jens
Wiestler, Benedikt
Menze, Bjoern
Krieg, Sandro M.
Zimmer, Claus
Kirschke, Jan S.
Sunaert, Stefan
Leemans, Alexander
Pluim, Josien P. W.
Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches
title Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches
title_full Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches
title_fullStr Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches
title_full_unstemmed Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches
title_short Tracking the Corticospinal Tract in Patients With High-Grade Glioma: Clinical Evaluation of Multi-Level Fiber Tracking and Comparison to Conventional Deterministic Approaches
title_sort tracking the corticospinal tract in patients with high-grade glioma: clinical evaluation of multi-level fiber tracking and comparison to conventional deterministic approaches
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8712728/
https://www.ncbi.nlm.nih.gov/pubmed/34970486
http://dx.doi.org/10.3389/fonc.2021.761169
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