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Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients

Source localization of interictal epileptiform discharges (IEDs) is clinically useful in the presurgical workup of epilepsy patients. We aimed to compare the performance of four different distributed magnetic source imaging (dMSI) approaches: Minimum norm estimate (MNE), dynamic statistical parametr...

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Autores principales: Pellegrino, Giovanni, Hedrich, Tanguy, Porras‐Bettancourt, Manuel, Lina, Jean‐Marc, Aydin, Ümit, Hall, Jeffery, Grova, Christophe, Kobayashi, Eliane
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336148/
https://www.ncbi.nlm.nih.gov/pubmed/32386115
http://dx.doi.org/10.1002/hbm.24994
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author Pellegrino, Giovanni
Hedrich, Tanguy
Porras‐Bettancourt, Manuel
Lina, Jean‐Marc
Aydin, Ümit
Hall, Jeffery
Grova, Christophe
Kobayashi, Eliane
author_facet Pellegrino, Giovanni
Hedrich, Tanguy
Porras‐Bettancourt, Manuel
Lina, Jean‐Marc
Aydin, Ümit
Hall, Jeffery
Grova, Christophe
Kobayashi, Eliane
author_sort Pellegrino, Giovanni
collection PubMed
description Source localization of interictal epileptiform discharges (IEDs) is clinically useful in the presurgical workup of epilepsy patients. We aimed to compare the performance of four different distributed magnetic source imaging (dMSI) approaches: Minimum norm estimate (MNE), dynamic statistical parametric mapping (dSPM), standardized low‐resolution electromagnetic tomography (sLORETA), and coherent maximum entropy on the mean (cMEM). We also evaluated whether a simple average of maps obtained from multiple inverse solutions (Ave) can improve localization accuracy. We analyzed dMSI of 206 IEDs derived from magnetoencephalography recordings in 28 focal epilepsy patients who had a well‐defined focus determined through intracranial EEG (iEEG), epileptogenic MRI lesions or surgical resection. dMSI accuracy and spatial properties were quantitatively estimated as: (a) distance from the epilepsy focus, (b) reproducibility, (c) spatial dispersion (SD), (d) map extension, and (e) effect of thresholding on map properties. Clinical performance was excellent for all methods (median distance from the focus MNE = 2.4 mm; sLORETA = 3.5 mm; cMEM = 3.5 mm; dSPM = 6.8 mm, Ave = 0 mm). Ave showed the lowest distance between the map maximum and epilepsy focus (Dmin lower than cMEM, MNE, and dSPM, p = .021, p = .008, p < .001, respectively). cMEM showed the best spatial features, with lowest SD outside the focus (SD lower than all other methods, p < .001 consistently) and high contrast between the generator and surrounding regions. The average map Ave provided the best localization accuracy, whereas cMEM exhibited the lowest amount of spurious distant activity. dMSI techniques have the potential to significantly improve identification of iEEG targets and to guide surgical planning, especially when multiple methods are combined.
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spelling pubmed-73361482020-07-08 Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients Pellegrino, Giovanni Hedrich, Tanguy Porras‐Bettancourt, Manuel Lina, Jean‐Marc Aydin, Ümit Hall, Jeffery Grova, Christophe Kobayashi, Eliane Hum Brain Mapp Research Articles Source localization of interictal epileptiform discharges (IEDs) is clinically useful in the presurgical workup of epilepsy patients. We aimed to compare the performance of four different distributed magnetic source imaging (dMSI) approaches: Minimum norm estimate (MNE), dynamic statistical parametric mapping (dSPM), standardized low‐resolution electromagnetic tomography (sLORETA), and coherent maximum entropy on the mean (cMEM). We also evaluated whether a simple average of maps obtained from multiple inverse solutions (Ave) can improve localization accuracy. We analyzed dMSI of 206 IEDs derived from magnetoencephalography recordings in 28 focal epilepsy patients who had a well‐defined focus determined through intracranial EEG (iEEG), epileptogenic MRI lesions or surgical resection. dMSI accuracy and spatial properties were quantitatively estimated as: (a) distance from the epilepsy focus, (b) reproducibility, (c) spatial dispersion (SD), (d) map extension, and (e) effect of thresholding on map properties. Clinical performance was excellent for all methods (median distance from the focus MNE = 2.4 mm; sLORETA = 3.5 mm; cMEM = 3.5 mm; dSPM = 6.8 mm, Ave = 0 mm). Ave showed the lowest distance between the map maximum and epilepsy focus (Dmin lower than cMEM, MNE, and dSPM, p = .021, p = .008, p < .001, respectively). cMEM showed the best spatial features, with lowest SD outside the focus (SD lower than all other methods, p < .001 consistently) and high contrast between the generator and surrounding regions. The average map Ave provided the best localization accuracy, whereas cMEM exhibited the lowest amount of spurious distant activity. dMSI techniques have the potential to significantly improve identification of iEEG targets and to guide surgical planning, especially when multiple methods are combined. John Wiley & Sons, Inc. 2020-05-09 /pmc/articles/PMC7336148/ /pubmed/32386115 http://dx.doi.org/10.1002/hbm.24994 Text en © 2020 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Pellegrino, Giovanni
Hedrich, Tanguy
Porras‐Bettancourt, Manuel
Lina, Jean‐Marc
Aydin, Ümit
Hall, Jeffery
Grova, Christophe
Kobayashi, Eliane
Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
title Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
title_full Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
title_fullStr Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
title_full_unstemmed Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
title_short Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
title_sort accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336148/
https://www.ncbi.nlm.nih.gov/pubmed/32386115
http://dx.doi.org/10.1002/hbm.24994
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