TY - JOUR
T1 - Planning Brain Tumor Resection Using a Probabilistic Atlas of Cortical and Subcortical Structures Critical for Functional Processing
T2 - A Proof of Concept
AU - Sarubbo, Silvio
AU - Annicchiarico, Luciano
AU - Corsini, Francesco
AU - Zigiotto, Luca
AU - Herbet, Guillaume
AU - Moritz-Gasser, Sylvie
AU - Dalpiaz, Chiara
AU - Vitali, Luca
AU - Tate, Matthew
AU - De Benedictis, Alessandro
AU - Amorosino, Gabriele
AU - Olivetti, Emanuele
AU - Rozzanigo, Umberto
AU - Petralia, Benedetto
AU - Duffau, Hugues
AU - Avesani, Paolo
N1 - Publisher Copyright:
Copyright © 2020 by the Congress of Neurological Surgeons.
PY - 2021/3/1
Y1 - 2021/3/1
N2 - BACKGROUND: Functional preoperative planning for resection of intrinsic brain tumors in eloquent areas is still a challenge. Predicting subcortical functional framework is especially difficult. Direct electrical stimulation (DES) is the recommended technique for resection of these lesions. A reliable probabilistic atlas of the critical cortical epicenters and subcortical framework based on DES data was recently published. OBJECTIVE: To propose a pipeline for the automated alignment of the corticosubcortical maps of this atlas with T1-weighted MRI. METHODS: To test the alignment, we selected 10 patients who underwent resection of brain lesions by using DES. We aligned different cortical and subcortical functional maps to preoperative volumetric T1 MRIs (with/without gadolinium). For each patient we quantified the quality of the alignment, and we calculated the match between the location of the functional sites found at DES and the functional maps of the atlas. RESULTS: We found an accurate brain extraction and alignment of the functional maps with both the T1 MRIs of each patient. The matching analysis between functional maps and functional responses collected during surgeries was 88% at cortical and, importantly, 100% at subcortical level, providing a further proof of the correct alignment. CONCLUSION: We demonstrated quantitatively and qualitatively the reliability of this tool that may be used for presurgical planning, providing further functional information at the cortical level and a unique probabilistic prevision of distribution of the critical subcortical structures. Finally, this tool offers the chance for multimodal planning through integrating this functional information with other neuroradiological and neurophysiological techniques.
AB - BACKGROUND: Functional preoperative planning for resection of intrinsic brain tumors in eloquent areas is still a challenge. Predicting subcortical functional framework is especially difficult. Direct electrical stimulation (DES) is the recommended technique for resection of these lesions. A reliable probabilistic atlas of the critical cortical epicenters and subcortical framework based on DES data was recently published. OBJECTIVE: To propose a pipeline for the automated alignment of the corticosubcortical maps of this atlas with T1-weighted MRI. METHODS: To test the alignment, we selected 10 patients who underwent resection of brain lesions by using DES. We aligned different cortical and subcortical functional maps to preoperative volumetric T1 MRIs (with/without gadolinium). For each patient we quantified the quality of the alignment, and we calculated the match between the location of the functional sites found at DES and the functional maps of the atlas. RESULTS: We found an accurate brain extraction and alignment of the functional maps with both the T1 MRIs of each patient. The matching analysis between functional maps and functional responses collected during surgeries was 88% at cortical and, importantly, 100% at subcortical level, providing a further proof of the correct alignment. CONCLUSION: We demonstrated quantitatively and qualitatively the reliability of this tool that may be used for presurgical planning, providing further functional information at the cortical level and a unique probabilistic prevision of distribution of the critical subcortical structures. Finally, this tool offers the chance for multimodal planning through integrating this functional information with other neuroradiological and neurophysiological techniques.
KW - Brain mapping
KW - Direct electrical stimulation
KW - Functional atlas
KW - Neuro-oncology
KW - Preoperative planning
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U2 - 10.1093/ons/opaa396
DO - 10.1093/ons/opaa396
M3 - Article
C2 - 33372966
AN - SCOPUS:85100971021
SN - 2332-4252
VL - 20
SP - E175-E183
JO - Operative Neurosurgery
JF - Operative Neurosurgery
IS - 3
ER -