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Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions

BACKGROUND: Glioma is the most common intra-axial tumor, and its location relative to critical areas of the brain is important for treatment decision-making. Studies often report tumor location based on anatomical taxonomy alone since the estimation of eloquent regions requires considerable knowledg...

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Autores principales: Gómez Vecchio, Tomás, Neimantaite, Alice, Corell, Alba, Bartek, Jiri, Jensdottir, Margret, Reinertsen, Ingerid, Solheim, Ole, Jakola, Asgeir S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490663/
https://www.ncbi.nlm.nih.gov/pubmed/34621684
http://dx.doi.org/10.3389/fonc.2021.748229
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author Gómez Vecchio, Tomás
Neimantaite, Alice
Corell, Alba
Bartek, Jiri
Jensdottir, Margret
Reinertsen, Ingerid
Solheim, Ole
Jakola, Asgeir S.
author_facet Gómez Vecchio, Tomás
Neimantaite, Alice
Corell, Alba
Bartek, Jiri
Jensdottir, Margret
Reinertsen, Ingerid
Solheim, Ole
Jakola, Asgeir S.
author_sort Gómez Vecchio, Tomás
collection PubMed
description BACKGROUND: Glioma is the most common intra-axial tumor, and its location relative to critical areas of the brain is important for treatment decision-making. Studies often report tumor location based on anatomical taxonomy alone since the estimation of eloquent regions requires considerable knowledge of functional neuroanatomy and is, to some degree, a subjective measure. An unbiased and reproducible method to determine tumor location and eloquence is desirable, both for clinical use and for research purposes. OBJECTIVE: To report on a voxel-based method for assessing anatomical distribution and proximity to eloquent regions in diffuse lower-grade gliomas (World Health Organization grades 2 and 3). METHODS: A multi-institutional population-based dataset of adult patients (≥18 years) histologically diagnosed with lower-grade glioma was analyzed. Tumor segmentations were registered to a standardized space where two anatomical atlases were used to perform a voxel-based comparison of the proximity of segmentations to brain regions of traditional clinical interest. RESULTS: Exploring the differences between patients with oligodendrogliomas, isocitrate dehydrogenase (IDH) mutated astrocytomas, and patients with IDH wild-type astrocytomas, we found that the latter were older, more often had lower Karnofsky performance status, and that these tumors were more often found in the proximity of eloquent regions. Eloquent regions are found slightly more frequently in the proximity of IDH-mutated astrocytomas compared to oligodendrogliomas. The regions included in our voxel-based definition of eloquence showed a high degree of association with performing biopsy compared to resection. CONCLUSION: We present a simple, robust, unbiased, and clinically relevant method for assessing tumor location and eloquence in lower-grade gliomas.
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spelling pubmed-84906632021-10-06 Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions Gómez Vecchio, Tomás Neimantaite, Alice Corell, Alba Bartek, Jiri Jensdottir, Margret Reinertsen, Ingerid Solheim, Ole Jakola, Asgeir S. Front Oncol Oncology BACKGROUND: Glioma is the most common intra-axial tumor, and its location relative to critical areas of the brain is important for treatment decision-making. Studies often report tumor location based on anatomical taxonomy alone since the estimation of eloquent regions requires considerable knowledge of functional neuroanatomy and is, to some degree, a subjective measure. An unbiased and reproducible method to determine tumor location and eloquence is desirable, both for clinical use and for research purposes. OBJECTIVE: To report on a voxel-based method for assessing anatomical distribution and proximity to eloquent regions in diffuse lower-grade gliomas (World Health Organization grades 2 and 3). METHODS: A multi-institutional population-based dataset of adult patients (≥18 years) histologically diagnosed with lower-grade glioma was analyzed. Tumor segmentations were registered to a standardized space where two anatomical atlases were used to perform a voxel-based comparison of the proximity of segmentations to brain regions of traditional clinical interest. RESULTS: Exploring the differences between patients with oligodendrogliomas, isocitrate dehydrogenase (IDH) mutated astrocytomas, and patients with IDH wild-type astrocytomas, we found that the latter were older, more often had lower Karnofsky performance status, and that these tumors were more often found in the proximity of eloquent regions. Eloquent regions are found slightly more frequently in the proximity of IDH-mutated astrocytomas compared to oligodendrogliomas. The regions included in our voxel-based definition of eloquence showed a high degree of association with performing biopsy compared to resection. CONCLUSION: We present a simple, robust, unbiased, and clinically relevant method for assessing tumor location and eloquence in lower-grade gliomas. Frontiers Media S.A. 2021-09-21 /pmc/articles/PMC8490663/ /pubmed/34621684 http://dx.doi.org/10.3389/fonc.2021.748229 Text en Copyright © 2021 Gómez Vecchio, Neimantaite, Corell, Bartek, Jensdottir, Reinertsen, Solheim and Jakola 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
Gómez Vecchio, Tomás
Neimantaite, Alice
Corell, Alba
Bartek, Jiri
Jensdottir, Margret
Reinertsen, Ingerid
Solheim, Ole
Jakola, Asgeir S.
Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
title Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
title_full Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
title_fullStr Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
title_full_unstemmed Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
title_short Lower-Grade Gliomas: An Epidemiological Voxel-Based Analysis of Location and Proximity to Eloquent Regions
title_sort lower-grade gliomas: an epidemiological voxel-based analysis of location and proximity to eloquent regions
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8490663/
https://www.ncbi.nlm.nih.gov/pubmed/34621684
http://dx.doi.org/10.3389/fonc.2021.748229
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