Literature DB >> 20570736

Imaging haemodynamic changes related to seizures: comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG.

R C Thornton1, R Rodionov, H Laufs, S Vulliemoz, A Vaudano, D Carmichael, S Cannadathu, M Guye, A McEvoy, S Lhatoo, F Bartolomei, P Chauvel, B Diehl, F De Martino, R D C Elwes, M C Walker, J S Duncan, L Lemieux.   

Abstract

BACKGROUND: Simultaneous EEG-fMRI can reveal haemodynamic changes associated with epileptic activity which may contribute to understanding seizure onset and propagation.
METHODS: Nine of 83 patients with focal epilepsy undergoing pre-surgical evaluation had seizures during EEG-fMRI and analysed using three approaches, two based on the general linear model (GLM) and one using independent component analysis (ICA): The results were compared with intracranial EEG.
RESULTS: The canonical GLM analysis revealed significant BOLD signal changes associated with seizures on EEG in 7/9 patients, concordant with the seizure onset zone in 4/7. The Fourier GLM analysis revealed changes in BOLD signal corresponding with the results of the canonical analysis in two patients. ICA revealed components spatially concordant with the seizure onset zone in all patients (8/9 confirmed by intracranial EEG).
CONCLUSION: Ictal EEG-fMRI visualises plausible seizure related haemodynamic changes. The GLM approach to analysing EEG-fMRI data reveals localised BOLD changes concordant with the ictal onset zone when scalp EEG reflects seizure onset. ICA provides additional information when scalp EEG does not accurately reflect seizures and may give insight into ictal haemodynamics. Copyright 2010 Elsevier Inc. All rights reserved.

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Year:  2010        PMID: 20570736     DOI: 10.1016/j.neuroimage.2010.05.064

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  30 in total

Review 1.  Integration of multimodal neuroimaging methods: a rationale for clinical applications of simultaneous EEG-fMRI.

Authors:  Piera Vitali; Carol Di Perri; Anna Elisabetta Vaudano; Stefano Meletti; Flavio Villani
Journal:  Funct Neurol       Date:  2015 Jan-Mar

2.  EEG Wave of the Future: The Video-EEG and fMRI Suite?

Authors:  Chad Carlson
Journal:  Epilepsy Curr       Date:  2013-09       Impact factor: 7.500

3.  Lateralization and localization of epilepsy related hemodynamic foci using presurgical fMRI.

Authors:  Clara Huishi Zhang; Yunfeng Lu; Benjamin Brinkmann; Kirk Welker; Gregory Worrell; Bin He
Journal:  Clin Neurophysiol       Date:  2014-04-30       Impact factor: 3.708

Review 4.  Methods and utility of EEG-fMRI in epilepsy.

Authors:  Louis André van Graan; Louis Lemieux; Umair Javaid Chaudhary
Journal:  Quant Imaging Med Surg       Date:  2015-04

5.  Modeling the Hemodynamic Response Function Using EEG-fMRI Data During Eyes-Open Resting-State Conditions and Motor Task Execution.

Authors:  Prokopis C Prokopiou; Alba Xifra-Porxas; Michalis Kassinopoulos; Marie-Hélène Boudrias; Georgios D Mitsis
Journal:  Brain Topogr       Date:  2022-04-30       Impact factor: 3.020

6.  The nature of the language input affects brain activation during learning from a natural language.

Authors:  Elena Plante; Dianne Patterson; Rebecca Gómez; Kyle R Almryde; Milo G White; Arve E Asbjørnsen
Journal:  J Neurolinguistics       Date:  2015-11-01       Impact factor: 1.710

7.  fMRI-Based Effective Connectivity in Surgical Remediable Epilepsies: A Pilot Study.

Authors:  A E Vaudano; L Mirandola; F Talami; G Giovannini; G Monti; P Riguzzi; L Volpi; R Michelucci; F Bisulli; E Pasini; P Tinuper; L Di Vito; G Gessaroli; M Malagoli; G Pavesi; F Cardinale; L Tassi; L Lemieux; S Meletti
Journal:  Brain Topogr       Date:  2021-06-21       Impact factor: 3.020

Review 8.  Mapping hemodynamic correlates of seizures using fMRI: A review.

Authors:  Umair J Chaudhary; John S Duncan; Louis Lemieux
Journal:  Hum Brain Mapp       Date:  2011-11-14       Impact factor: 5.038

9.  With or without spikes: localization of focal epileptic activity by simultaneous electroencephalography and functional magnetic resonance imaging.

Authors:  Frédéric Grouiller; Rachel C Thornton; Kristina Groening; Laurent Spinelli; John S Duncan; Karl Schaller; Michael Siniatchkin; Louis Lemieux; Margitta Seeck; Christoph M Michel; Serge Vulliemoz
Journal:  Brain       Date:  2011-07-12       Impact factor: 13.501

10.  Ballistocardiogram Artifact Reduction in Simultaneous EEG-fMRI Using Deep Learning.

Authors:  James R McIntosh; Jiaang Yao; Linbi Hong; Josef Faller; Paul Sajda
Journal:  IEEE Trans Biomed Eng       Date:  2020-12-21       Impact factor: 4.538

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