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Continuous EEG source imaging enhances analysis of EEG-fMRI in focal epilepsy

Authors: Vulliemoz, Serge; Rodionov, R.; Carmichael, D. W.; Thornton, R.; Guye, M.; Lhatoo, S. D.; Michel, Christoph; +2 Authors

Continuous EEG source imaging enhances analysis of EEG-fMRI in focal epilepsy

Abstract

EEG-correlated fMRI (EEG-fMRI) studies can reveal haemodynamic changes associated with Interictal Epileptic Discharges (IED). Methodological improvements are needed to increase sensitivity and specificity for localising the epileptogenic zone. We investigated whether the estimated EEG source activity improved models of the BOLD changes in EEG-fMRI data, compared to conventional > designs based solely on the visual identification of IED.Ten patients with pharmaco-resistant focal epilepsy underwent EEG-fMRI. EEG Source Imaging (ESI) was performed on intra-fMRI averaged IED to identify the irritative zone. The continuous activity of this estimated IED source (cESI) over the entire recording was used for fMRI analysis (cESI model). The maps of BOLD signal changes explained by cESI were compared to results of the conventional IED-related model.ESI was concordant with non-invasive data in 13/15 different types of IED. The cESI model explained significant additional BOLD variance in regions concordant with video-EEG, structural MRI or, when available, intracranial EEG in 10/15 IED. The cESI model allowed better detection of the BOLD cluster, concordant with intracranial EEG in 4/7 IED, compared to the IED model. In 4 IED types, cESI-related BOLD signal changes were diffuse with a pattern suggestive of contamination of the source signal by artefacts, notably incompletely corrected motion and pulse artefact. In one IED type, there was no significant BOLD change with either model.Continuous EEG source imaging can improve the modelling of BOLD changes related to interictal epileptic activity and this may enhance the localisation of the irritative zone.

Keywords

Nerve Net/*physiopathology, Adult, Male, 616.8, Models, Neurological, [INFO.INFO-IM] Computer Science [cs]/Medical Imaging, Electroencephalography/*methods, Sensitivity and Specificity, [SDV.IB.MN] Life Sciences [q-bio]/Bioengineering/Nuclear medicine, source imaging, Brain Mapping/*methods, Biological Clocks, Humans, Diagnosis, Computer-Assisted/*methods, Computer Simulation, EEG, [SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Diagnosis, Computer-Assisted, Epilepsies, Partial/*diagnosis/*physiopathology, Brain Mapping, fMRI, Reproducibility of Results, Electroencephalography, Middle Aged, interictal, Magnetic Resonance Imaging, epilepsy, Female, Epilepsies, Partial, Nerve Net, Magnetic Resonance Imaging/*methods, Algorithms, ddc: ddc:616.8

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
55
Top 10%
Top 10%
Top 10%
Green
gold