Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods

High frequency oscillations (HFOs) are traditional biomarkers to identify the epileptogenic tissue during presurgical evaluation in pharmacoresistant epileptic patients. Recently, the resection of brain tissue exhibiting coupling between the amplitude of HFOs and the phase of low frequencies demonst...

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Main Authors: Mojtaba Bandarabadi, Heidemarie Gast, Christian Rummel, Claudio Bassetti, Antoine Adamantidis, Kaspar Schindler, Frederic Zubler
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Neurology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fneur.2019.01132/full
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spelling doaj-6b1a8ed8cdb042b98640c0e867a701ae2020-11-24T21:37:11ZengFrontiers Media S.A.Frontiers in Neurology1664-22952019-10-011010.3389/fneur.2019.01132467741Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of MethodsMojtaba Bandarabadi0Mojtaba Bandarabadi1Heidemarie Gast2Christian Rummel3Claudio Bassetti4Claudio Bassetti5Antoine Adamantidis6Antoine Adamantidis7Kaspar Schindler8Frederic Zubler9Department of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Center for Experimental Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandSupport Center for Advanced Neuroimaging (SCAN), University Institute for Diagnostic and Interventional Neuroradiology, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Center for Experimental Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Center for Experimental Neurology, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandDepartment of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, University Hospital Bern, University of Bern, Bern, SwitzerlandHigh frequency oscillations (HFOs) are traditional biomarkers to identify the epileptogenic tissue during presurgical evaluation in pharmacoresistant epileptic patients. Recently, the resection of brain tissue exhibiting coupling between the amplitude of HFOs and the phase of low frequencies demonstrated a more favorable surgical outcome. Here we compare the predictive value of ictal HFOs and four methods for quantifying the ictal phase-amplitude coupling, namely mean vector length, phase-locked high gamma, phase locking value, and modulation index (MI). We analyzed 32 seizures from 16 patients to identify the channels that exhibit HFOs and phase-locked HFOs during seizures. We compared the resection ratio, defined as the percentage of channels exhibiting coupling located in the resected tissue, with the postsurgical outcome. We found that the MI is the only method to show a significant difference between the resection ratios of patients with good and poor outcomes. We further show that the whole seizure, not only the onset, is critical to assess epileptogenicity using the phase-locked HFOs. We postulate that the superiority of MI stems from its capacity to assess coupling of discrete HFO events and its independence from the HFO power. These results confirm that quantitative analysis of HFOs can boost presurgical evaluation and indicate the paramount importance of algorithm selection for clinical applications.https://www.frontiersin.org/article/10.3389/fneur.2019.01132/fullepileptogenic zonepresurgical evaluationelectroencephalographyhigh frequency oscillationscross-frequency coupling
collection DOAJ
language English
format Article
sources DOAJ
author Mojtaba Bandarabadi
Mojtaba Bandarabadi
Heidemarie Gast
Christian Rummel
Claudio Bassetti
Claudio Bassetti
Antoine Adamantidis
Antoine Adamantidis
Kaspar Schindler
Frederic Zubler
spellingShingle Mojtaba Bandarabadi
Mojtaba Bandarabadi
Heidemarie Gast
Christian Rummel
Claudio Bassetti
Claudio Bassetti
Antoine Adamantidis
Antoine Adamantidis
Kaspar Schindler
Frederic Zubler
Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods
Frontiers in Neurology
epileptogenic zone
presurgical evaluation
electroencephalography
high frequency oscillations
cross-frequency coupling
author_facet Mojtaba Bandarabadi
Mojtaba Bandarabadi
Heidemarie Gast
Christian Rummel
Claudio Bassetti
Claudio Bassetti
Antoine Adamantidis
Antoine Adamantidis
Kaspar Schindler
Frederic Zubler
author_sort Mojtaba Bandarabadi
title Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods
title_short Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods
title_full Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods
title_fullStr Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods
title_full_unstemmed Assessing Epileptogenicity Using Phase-Locked High Frequency Oscillations: A Systematic Comparison of Methods
title_sort assessing epileptogenicity using phase-locked high frequency oscillations: a systematic comparison of methods
publisher Frontiers Media S.A.
series Frontiers in Neurology
issn 1664-2295
publishDate 2019-10-01
description High frequency oscillations (HFOs) are traditional biomarkers to identify the epileptogenic tissue during presurgical evaluation in pharmacoresistant epileptic patients. Recently, the resection of brain tissue exhibiting coupling between the amplitude of HFOs and the phase of low frequencies demonstrated a more favorable surgical outcome. Here we compare the predictive value of ictal HFOs and four methods for quantifying the ictal phase-amplitude coupling, namely mean vector length, phase-locked high gamma, phase locking value, and modulation index (MI). We analyzed 32 seizures from 16 patients to identify the channels that exhibit HFOs and phase-locked HFOs during seizures. We compared the resection ratio, defined as the percentage of channels exhibiting coupling located in the resected tissue, with the postsurgical outcome. We found that the MI is the only method to show a significant difference between the resection ratios of patients with good and poor outcomes. We further show that the whole seizure, not only the onset, is critical to assess epileptogenicity using the phase-locked HFOs. We postulate that the superiority of MI stems from its capacity to assess coupling of discrete HFO events and its independence from the HFO power. These results confirm that quantitative analysis of HFOs can boost presurgical evaluation and indicate the paramount importance of algorithm selection for clinical applications.
topic epileptogenic zone
presurgical evaluation
electroencephalography
high frequency oscillations
cross-frequency coupling
url https://www.frontiersin.org/article/10.3389/fneur.2019.01132/full
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