AI Insight
This study used realistic simulations with known ground truth to compare the detection and localization capabilities of electroencephalography (EEG) and magnetoencephalography (MEG) for identifying epileptic seizure sources in drug-resistant epilepsy patients. The research found that high-density EEG better detected radially-oriented brain activity at gyral crowns and sulcal bottoms, while MEG was superior for tangentially-oriented sources along sulcal walls, with MEG generally providing more accurate source localization. Combined electromagnetic source imaging (EMSI) improved detection over EEG alone but did not enhance localization accuracy beyond MEG alone.
Why it matters
These findings could improve presurgical planning for drug-resistant epilepsy patients by clarifying which brain imaging modality to use based on suspected seizure source location and orientation. The complementary strengths of EEG and MEG suggest that simultaneous acquisition of both modalities may help neurosurgeons more accurately identify epileptogenic tissue for removal, potentially increasing surgical success rates.
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⚠️ Preprint – Noch nicht peer-reviewed
Dieser Artikel wurde noch nicht von unabhängigen Experten begutachtet. Die Ergebnisse sind vorläufig und sollten mit Vorsicht interpretiert werden.
Neurosurgery is an effective treatment for drug-resistant epilepsy (DRE), but its success depends on the accurate delineation of the epileptogenic focus, approximated noninvasively by electric and magnetic source imaging (ESI/MSI) of high-density electroencephalography (HD-EEG) and magnetoencephalography (MEG). These modalities have distinct sensitivity profiles; consequently, epileptiform activity detected by one modality may remain undetected by the other. However, the implications of these differences for spike detectability and localization accuracy, and the added value of combined electromagnetic source imaging (EMSI), remain insufficiently characterized under clinically realistic conditions. Here, we characterize HD-EEG and MEG sensitivity profiles and compare ESI, MSI, and EMSI, using realistic simulations with known ground truth. We generated HD-EEG and MEG datasets from cortical, insular, and hippocampal sources across multiple orientations, activated using patient-derived intracranial EEG spike waveforms. Spike sensitivity and localization accuracy were evaluated using dipole scanning, dynamic statistical parametric mapping (dSPM), and linearly constrained minimum variance (LCMV). EEG demonstrated higher spike detection rates and sensitivity for radially cortical sources at gyral crowns and sulcal bottoms (p<0.001), while MEG detected more spikes from tangential cortical sources along sulcal walls (p<0.001). MSI localized tangential sources more accurately than ESI across all methods (p<0.001), while dipole scanning outperformed dSPM and LCMV for cortical and insular sources (p<0.001). EMSI outperformed ESI (p<0.001) but did not improve localization over MSI. These findings suggest that complementary anatomical sensitivities of HD-EEG and MEG may improve epileptogenic source characterization, supporting simultaneous acquisition during the presurgical evaluation of patients with DRE.
Source: Electric and Magnetic Source Imaging in Epilepsy: Anatomical Insights from Realistic Simulations