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Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography

BACKGROUND: For patients with brain tumors, maximizing the extent of resection while minimizing postoperative neurological morbidity requires accurate preoperative identification of eloquent structures. Recent studies have provided evidence that anatomy may not always predict eloquence. In this stud...

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Autores principales: Muir, Matthew, Prinsloo, Sarah, Michener, Hayley, Shetty, Arya, de Almeida Bastos, Dhiego Chaves, Traylor, Jeffrey, Ene, Chibawanye, Tummala, Sudhakar, Kumar, Vinodh A, Prabhu, Sujit S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9476227/
https://www.ncbi.nlm.nih.gov/pubmed/36128584
http://dx.doi.org/10.1093/noajnl/vdac126
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author Muir, Matthew
Prinsloo, Sarah
Michener, Hayley
Shetty, Arya
de Almeida Bastos, Dhiego Chaves
Traylor, Jeffrey
Ene, Chibawanye
Tummala, Sudhakar
Kumar, Vinodh A
Prabhu, Sujit S
author_facet Muir, Matthew
Prinsloo, Sarah
Michener, Hayley
Shetty, Arya
de Almeida Bastos, Dhiego Chaves
Traylor, Jeffrey
Ene, Chibawanye
Tummala, Sudhakar
Kumar, Vinodh A
Prabhu, Sujit S
author_sort Muir, Matthew
collection PubMed
description BACKGROUND: For patients with brain tumors, maximizing the extent of resection while minimizing postoperative neurological morbidity requires accurate preoperative identification of eloquent structures. Recent studies have provided evidence that anatomy may not always predict eloquence. In this study, we directly compare transcranial magnetic stimulation (TMS) data combined with tractography to traditional anatomic grading criteria for predicting permanent deficits in patients with motor eloquent gliomas. METHODS: We selected a cohort of 42 glioma patients with perirolandic tumors who underwent preoperative TMS mapping with subsequent resection and intraoperative mapping. We collected clinical outcome data from their chart with the primary outcome being new or worsened motor deficit present at 3 month follow up, termed “permanent deficit”. We overlayed the postoperative resection cavity onto the preoperative MRI containing preoperative imaging features. RESULTS: Almost half of the patients showed TMS positive points significantly displaced from the precentral gyrus, indicating tumor induced neuroplasticity. In multivariate regression, resection of TMS points was significantly predictive of permanent deficits while the resection of the precentral gyrus was not. TMS tractography showed significantly greater predictive value for permanent deficits compared to anatomic tractography, regardless of the fractional anisotropic (FA) threshold. For the best performing FA threshold of each modality, TMS tractography provided both higher positive and negative predictive value for identifying true nonresectable, eloquent cortical and subcortical structures. CONCLUSION: TMS has emerged as a preoperative mapping modality capable of capturing tumor induced plastic reorganization, challenging traditional presurgical imaging modalities.
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spelling pubmed-94762272022-09-19 Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography Muir, Matthew Prinsloo, Sarah Michener, Hayley Shetty, Arya de Almeida Bastos, Dhiego Chaves Traylor, Jeffrey Ene, Chibawanye Tummala, Sudhakar Kumar, Vinodh A Prabhu, Sujit S Neurooncol Adv Clinical Investigations BACKGROUND: For patients with brain tumors, maximizing the extent of resection while minimizing postoperative neurological morbidity requires accurate preoperative identification of eloquent structures. Recent studies have provided evidence that anatomy may not always predict eloquence. In this study, we directly compare transcranial magnetic stimulation (TMS) data combined with tractography to traditional anatomic grading criteria for predicting permanent deficits in patients with motor eloquent gliomas. METHODS: We selected a cohort of 42 glioma patients with perirolandic tumors who underwent preoperative TMS mapping with subsequent resection and intraoperative mapping. We collected clinical outcome data from their chart with the primary outcome being new or worsened motor deficit present at 3 month follow up, termed “permanent deficit”. We overlayed the postoperative resection cavity onto the preoperative MRI containing preoperative imaging features. RESULTS: Almost half of the patients showed TMS positive points significantly displaced from the precentral gyrus, indicating tumor induced neuroplasticity. In multivariate regression, resection of TMS points was significantly predictive of permanent deficits while the resection of the precentral gyrus was not. TMS tractography showed significantly greater predictive value for permanent deficits compared to anatomic tractography, regardless of the fractional anisotropic (FA) threshold. For the best performing FA threshold of each modality, TMS tractography provided both higher positive and negative predictive value for identifying true nonresectable, eloquent cortical and subcortical structures. CONCLUSION: TMS has emerged as a preoperative mapping modality capable of capturing tumor induced plastic reorganization, challenging traditional presurgical imaging modalities. Oxford University Press 2022-09-15 /pmc/articles/PMC9476227/ /pubmed/36128584 http://dx.doi.org/10.1093/noajnl/vdac126 Text en © The Author(s) 2022. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Clinical Investigations
Muir, Matthew
Prinsloo, Sarah
Michener, Hayley
Shetty, Arya
de Almeida Bastos, Dhiego Chaves
Traylor, Jeffrey
Ene, Chibawanye
Tummala, Sudhakar
Kumar, Vinodh A
Prabhu, Sujit S
Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
title Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
title_full Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
title_fullStr Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
title_full_unstemmed Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
title_short Transcranial magnetic stimulation (TMS) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
title_sort transcranial magnetic stimulation (tms) seeded tractography provides superior prediction of eloquence compared to anatomic seeded tractography
topic Clinical Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9476227/
https://www.ncbi.nlm.nih.gov/pubmed/36128584
http://dx.doi.org/10.1093/noajnl/vdac126
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