Effects of inverse methods and spike phases on interictal high-density EEG source reconstruction

•Accuracy of 3 inverse methods (LCMV, sLORETA, wMNE) and of spike phases for high-density electric source imaging were evaluated.•The beamformer method LCMV was as accurate as sLORETA; half-rise and peak phase best localized the sources.•The clinical hypothesis-based cluster of PET hypometabolism wa...

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Veröffentlicht in:Clinical neurophysiology 2023-12, Vol.156, p.4-13
Hauptverfasser: van de Velden, Daniel, Heide, Ev-Christin, Bouter, Caroline, Bucerius, Jan, Riedel, Christian H., Focke, Niels K.
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Sprache:eng
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Zusammenfassung:•Accuracy of 3 inverse methods (LCMV, sLORETA, wMNE) and of spike phases for high-density electric source imaging were evaluated.•The beamformer method LCMV was as accurate as sLORETA; half-rise and peak phase best localized the sources.•The clinical hypothesis-based cluster of PET hypometabolism was more accurate than the cluster with the smallest p-value. To determine the effect of inverse methods and timepoints of interictal epileptic discharges (IEDs) used for high-density electric source imaging (hd-ESI) in pharmacoresistant focal epilepsies. We retrospectively evaluated the hd-ESI and [18F]fluorodeoxyglucose positron emission tomography (18FDG-PET) of 21 operated patients with pharmacoresistant focal epilepsy (Engel I). Volumetric hd-ESI was performed with three different inverse methods such as the inverse solution linearly constrained minimum variance (LCMV, a beamformer method), standardized low resolution electromagnetic tomography (sLORETA) and weighted minimum-norm estimation (wMNE) and at different IED phases. Hd-ESI accuracy was determined by volumetric overlap and distance between hd-ESI source maximum, as well as 18FDG-PET hypometabolic region relative to the resection zone (RZ). In our cohort, the shortest distances and greatest volumetric overlaps to the RZ were found in the half-rise and peak-phase for all inverse methods. The distance to the RZ was not different between the centroid of the clinical hypothesis-based cluster and the source maximum in peak-phase. However, the distance of the hypothesis-based cluster was significantly shorter compared to the cluster selected by the smallest p-value. Hd-ESI provides the greatest accuracy in determining the RZ at the IED half-rise and peak-phase for all applied inverse methods, whereby sLORETA and LCMV were equally accurate. Our results offer guidance in selecting inverse methods and IED phases for hd-ESI, compare the performance of hd-ESI and 18FDG-PET and encourage future studies in investigating the relationship between interictal ESI and 18FDG-PET hypometabolism.
ISSN:1388-2457
1872-8952
DOI:10.1016/j.clinph.2023.08.020