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Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study

Many studies have established a link between extent of resection and survival in patients with gliomas. Surgeons must optimize the oncofunctional balance by maximizing the extent of resection and minimizing postoperative neurological morbidity. Preoperative functional imaging modalities are importan...

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Autores principales: Muir, Matthew, Patel, Rajan, Traylor, Jeffrey, de Almeida Bastos, Dhiego Chaves, Prinsloo, Sarah, Liu, Ho-Ling, Noll, Kyle, Wefel, Jeffrey, Tummala, Sudhakar, Kumar, Vinodh, Prabhu, Sujit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8923233/
https://www.ncbi.nlm.nih.gov/pubmed/35299624
http://dx.doi.org/10.3389/fnins.2022.833073
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author Muir, Matthew
Patel, Rajan
Traylor, Jeffrey
de Almeida Bastos, Dhiego Chaves
Prinsloo, Sarah
Liu, Ho-Ling
Noll, Kyle
Wefel, Jeffrey
Tummala, Sudhakar
Kumar, Vinodh
Prabhu, Sujit
author_facet Muir, Matthew
Patel, Rajan
Traylor, Jeffrey
de Almeida Bastos, Dhiego Chaves
Prinsloo, Sarah
Liu, Ho-Ling
Noll, Kyle
Wefel, Jeffrey
Tummala, Sudhakar
Kumar, Vinodh
Prabhu, Sujit
author_sort Muir, Matthew
collection PubMed
description Many studies have established a link between extent of resection and survival in patients with gliomas. Surgeons must optimize the oncofunctional balance by maximizing the extent of resection and minimizing postoperative neurological morbidity. Preoperative functional imaging modalities are important tools for optimizing the oncofunctional balance. Transcranial magnetic stimulation (TMS) and functional magnetic resonance imaging (fMRI) are non-invasive imaging modalities that can be used for preoperative functional language mapping. Scarce data exist evaluating the accuracy of these preoperative modalities for language mapping compared with gold standard intraoperative data in the same cohort. This study compares the accuracy of fMRI and TMS for language mapping compared with intraoperative direct cortical stimulation (DCS). We also identified significant predictors of preoperative functional imaging accuracy, as well as significant predictors of functional outcomes. Evidence from this study could inform clinical judgment as well as provide neuroscientific insight. We used geometric distances to determine copositivity between preoperative data and intraoperative data. Twenty-eight patients were included who underwent both preoperative fMRI and TMS procedures, as well as an awake craniotomy and intraoperative language mapping. We found that TMS shows significantly superior correlation to intraoperative DCS compared with fMRI. TMS also showed significantly higher sensitivity and negative predictive value than specificity and positive predictive value. Poor cognitive baseline was associated with decreased TMS accuracy as well as increased risk for worsened aphasia postoperatively. TMS has emerged as a promising preoperative language mapping tool. Future work should be done to identify the proper role of each imaging modality in a comprehensive, multimodal approach to optimize the oncofunctional balance.
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spelling pubmed-89232332022-03-16 Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study Muir, Matthew Patel, Rajan Traylor, Jeffrey de Almeida Bastos, Dhiego Chaves Prinsloo, Sarah Liu, Ho-Ling Noll, Kyle Wefel, Jeffrey Tummala, Sudhakar Kumar, Vinodh Prabhu, Sujit Front Neurosci Neuroscience Many studies have established a link between extent of resection and survival in patients with gliomas. Surgeons must optimize the oncofunctional balance by maximizing the extent of resection and minimizing postoperative neurological morbidity. Preoperative functional imaging modalities are important tools for optimizing the oncofunctional balance. Transcranial magnetic stimulation (TMS) and functional magnetic resonance imaging (fMRI) are non-invasive imaging modalities that can be used for preoperative functional language mapping. Scarce data exist evaluating the accuracy of these preoperative modalities for language mapping compared with gold standard intraoperative data in the same cohort. This study compares the accuracy of fMRI and TMS for language mapping compared with intraoperative direct cortical stimulation (DCS). We also identified significant predictors of preoperative functional imaging accuracy, as well as significant predictors of functional outcomes. Evidence from this study could inform clinical judgment as well as provide neuroscientific insight. We used geometric distances to determine copositivity between preoperative data and intraoperative data. Twenty-eight patients were included who underwent both preoperative fMRI and TMS procedures, as well as an awake craniotomy and intraoperative language mapping. We found that TMS shows significantly superior correlation to intraoperative DCS compared with fMRI. TMS also showed significantly higher sensitivity and negative predictive value than specificity and positive predictive value. Poor cognitive baseline was associated with decreased TMS accuracy as well as increased risk for worsened aphasia postoperatively. TMS has emerged as a promising preoperative language mapping tool. Future work should be done to identify the proper role of each imaging modality in a comprehensive, multimodal approach to optimize the oncofunctional balance. Frontiers Media S.A. 2022-03-01 /pmc/articles/PMC8923233/ /pubmed/35299624 http://dx.doi.org/10.3389/fnins.2022.833073 Text en Copyright © 2022 Muir, Patel, Traylor, de Almeida Bastos, Prinsloo, Liu, Noll, Wefel, Tummala, Kumar and Prabhu. 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 Neuroscience
Muir, Matthew
Patel, Rajan
Traylor, Jeffrey
de Almeida Bastos, Dhiego Chaves
Prinsloo, Sarah
Liu, Ho-Ling
Noll, Kyle
Wefel, Jeffrey
Tummala, Sudhakar
Kumar, Vinodh
Prabhu, Sujit
Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study
title Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study
title_full Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study
title_fullStr Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study
title_full_unstemmed Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study
title_short Validation of Non-invasive Language Mapping Modalities for Eloquent Tumor Resection: A Pilot Study
title_sort validation of non-invasive language mapping modalities for eloquent tumor resection: a pilot study
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8923233/
https://www.ncbi.nlm.nih.gov/pubmed/35299624
http://dx.doi.org/10.3389/fnins.2022.833073
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