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 |
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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. |
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ISSN: | 1388-2457 1872-8952 |
DOI: | 10.1016/j.clinph.2023.08.020 |