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From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures

Background: Tractography has been widely adopted to improve brain gliomas' surgical planning and guide their resection. This study aimed to evaluate state-of-the-art of arcuate fasciculus (AF) tractography for surgical planning and explore the role of along-tract analyses in vivo for characteri...

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Autores principales: Zoli, Matteo, Talozzi, Lia, Martinoni, Matteo, Manners, David N., Badaloni, Filippo, Testa, Claudia, Asioli, Sofia, Mitolo, Micaela, Bartiromo, Fiorina, Rochat, Magali Jane, Fabbri, Viscardo Paolo, Sturiale, Carmelo, Conti, Alfredo, Lodi, Raffaele, Mazzatenta, Diego, Tonon, Caterina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952864/
https://www.ncbi.nlm.nih.gov/pubmed/33716935
http://dx.doi.org/10.3389/fneur.2021.633209
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author Zoli, Matteo
Talozzi, Lia
Martinoni, Matteo
Manners, David N.
Badaloni, Filippo
Testa, Claudia
Asioli, Sofia
Mitolo, Micaela
Bartiromo, Fiorina
Rochat, Magali Jane
Fabbri, Viscardo Paolo
Sturiale, Carmelo
Conti, Alfredo
Lodi, Raffaele
Mazzatenta, Diego
Tonon, Caterina
author_facet Zoli, Matteo
Talozzi, Lia
Martinoni, Matteo
Manners, David N.
Badaloni, Filippo
Testa, Claudia
Asioli, Sofia
Mitolo, Micaela
Bartiromo, Fiorina
Rochat, Magali Jane
Fabbri, Viscardo Paolo
Sturiale, Carmelo
Conti, Alfredo
Lodi, Raffaele
Mazzatenta, Diego
Tonon, Caterina
author_sort Zoli, Matteo
collection PubMed
description Background: Tractography has been widely adopted to improve brain gliomas' surgical planning and guide their resection. This study aimed to evaluate state-of-the-art of arcuate fasciculus (AF) tractography for surgical planning and explore the role of along-tract analyses in vivo for characterizing tumor histopathology. Methods: High angular resolution diffusion imaging (HARDI) images were acquired for nine patients with tumors located in or near language areas (age: 41 ± 14 years, mean ± standard deviation; five males) and 32 healthy volunteers (age: 39 ± 16 years; 16 males). Phonemic fluency task fMRI was acquired preoperatively for patients. AF tractography was performed using constrained spherical deconvolution diffusivity modeling and probabilistic fiber tracking. Along-tract analyses were performed, dividing the AF into 15 segments along the length of the tract defined using the Laplacian operator. For each AF segment, diffusion tensor imaging (DTI) measures were compared with those obtained in healthy controls (HCs). The hemispheric laterality index (LI) was calculated from language task fMRI activations in the frontal, parietal, and temporal lobe parcellations. Tumors were grouped into low/high grade (LG/HG). Results: Four tumors were LG gliomas (one dysembryoplastic neuroepithelial tumor and three glioma grade II) and five HG gliomas (two grade III and three grade IV). For LG tumors, gross total removal was achieved in all but one case, for HG in two patients. Tractography identified the AF trajectory in all cases. Four along-tract DTI measures potentially discriminated LG and HG tumor patients (false discovery rate < 0.1): the number of abnormal MD and RD segments, median AD, and MD measures. Both a higher number of abnormal AF segments and a higher AD and MD measures were associated with HG tumor patients. Moreover, correlations (unadjusted p < 0.05) were found between the parietal lobe LI and the DTI measures, which discriminated between LG and HG tumor patients. In particular, a more rightward parietal lobe activation (LI < 0) correlated with a higher number of abnormal MD segments (R = −0.732) and RD segments (R = −0.724). Conclusions: AF tractography allows to detect the course of the tract, favoring the safer-as-possible tumor resection. Our preliminary study shows that along-tract DTI metrics can provide useful information for differentiating LG and HG tumors during pre-surgical tumor characterization.
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spelling pubmed-79528642021-03-13 From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures Zoli, Matteo Talozzi, Lia Martinoni, Matteo Manners, David N. Badaloni, Filippo Testa, Claudia Asioli, Sofia Mitolo, Micaela Bartiromo, Fiorina Rochat, Magali Jane Fabbri, Viscardo Paolo Sturiale, Carmelo Conti, Alfredo Lodi, Raffaele Mazzatenta, Diego Tonon, Caterina Front Neurol Neurology Background: Tractography has been widely adopted to improve brain gliomas' surgical planning and guide their resection. This study aimed to evaluate state-of-the-art of arcuate fasciculus (AF) tractography for surgical planning and explore the role of along-tract analyses in vivo for characterizing tumor histopathology. Methods: High angular resolution diffusion imaging (HARDI) images were acquired for nine patients with tumors located in or near language areas (age: 41 ± 14 years, mean ± standard deviation; five males) and 32 healthy volunteers (age: 39 ± 16 years; 16 males). Phonemic fluency task fMRI was acquired preoperatively for patients. AF tractography was performed using constrained spherical deconvolution diffusivity modeling and probabilistic fiber tracking. Along-tract analyses were performed, dividing the AF into 15 segments along the length of the tract defined using the Laplacian operator. For each AF segment, diffusion tensor imaging (DTI) measures were compared with those obtained in healthy controls (HCs). The hemispheric laterality index (LI) was calculated from language task fMRI activations in the frontal, parietal, and temporal lobe parcellations. Tumors were grouped into low/high grade (LG/HG). Results: Four tumors were LG gliomas (one dysembryoplastic neuroepithelial tumor and three glioma grade II) and five HG gliomas (two grade III and three grade IV). For LG tumors, gross total removal was achieved in all but one case, for HG in two patients. Tractography identified the AF trajectory in all cases. Four along-tract DTI measures potentially discriminated LG and HG tumor patients (false discovery rate < 0.1): the number of abnormal MD and RD segments, median AD, and MD measures. Both a higher number of abnormal AF segments and a higher AD and MD measures were associated with HG tumor patients. Moreover, correlations (unadjusted p < 0.05) were found between the parietal lobe LI and the DTI measures, which discriminated between LG and HG tumor patients. In particular, a more rightward parietal lobe activation (LI < 0) correlated with a higher number of abnormal MD segments (R = −0.732) and RD segments (R = −0.724). Conclusions: AF tractography allows to detect the course of the tract, favoring the safer-as-possible tumor resection. Our preliminary study shows that along-tract DTI metrics can provide useful information for differentiating LG and HG tumors during pre-surgical tumor characterization. Frontiers Media S.A. 2021-02-26 /pmc/articles/PMC7952864/ /pubmed/33716935 http://dx.doi.org/10.3389/fneur.2021.633209 Text en Copyright © 2021 Zoli, Talozzi, Martinoni, Manners, Badaloni, Testa, Asioli, Mitolo, Bartiromo, Rochat, Fabbri, Sturiale, Conti, Lodi, Mazzatenta and Tonon. http://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 Neurology
Zoli, Matteo
Talozzi, Lia
Martinoni, Matteo
Manners, David N.
Badaloni, Filippo
Testa, Claudia
Asioli, Sofia
Mitolo, Micaela
Bartiromo, Fiorina
Rochat, Magali Jane
Fabbri, Viscardo Paolo
Sturiale, Carmelo
Conti, Alfredo
Lodi, Raffaele
Mazzatenta, Diego
Tonon, Caterina
From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures
title From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures
title_full From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures
title_fullStr From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures
title_full_unstemmed From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures
title_short From Neurosurgical Planning to Histopathological Brain Tumor Characterization: Potentialities of Arcuate Fasciculus Along-Tract Diffusion Tensor Imaging Tractography Measures
title_sort from neurosurgical planning to histopathological brain tumor characterization: potentialities of arcuate fasciculus along-tract diffusion tensor imaging tractography measures
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952864/
https://www.ncbi.nlm.nih.gov/pubmed/33716935
http://dx.doi.org/10.3389/fneur.2021.633209
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