J Clin Neurol.  2015 Oct;11(4):319-330. 10.3988/jcn.2015.11.4.319.

EEG Source Imaging in Partial Epilepsy in Comparison with Presurgical Evaluation and Magnetoencephalography

Affiliations
  • 1Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea. sbhong@skku.edu
  • 2Samsung Biomedical Research Institute (SBRI), Seoul, Korea.
  • 3Department of Neurology, Chungnam National University School of Medicine, Daejeon, Korea.
  • 4Department of Electrical & Computer Engineering, University of Houston, Houston, TX, USA.
  • 5Center for Biosignals, Korea Research Institute of Standards and Science, Daejeon, Korea.
  • 6Department of Medical Physics, University of Science and Technology, Daejeon, Korea.

Abstract

BACKGROUND AND PURPOSE
The aim of this study was to determine the usefulness of three-dimensional (3D) scalp EEG source imaging (ESI) in partial epilepsy in comparison with the results of presurgical evaluation, magnetoencephalography (MEG), and electrocorticography (ECoG).
METHODS
The epilepsy syndrome of 27 partial epilepsy patients was determined by presurgical evaluations. EEG recordings were made using 70 scalp electrodes, and the 3D coordinates of the electrodes were digitized. ESI images of individual and averaged spikes were analyzed by Curry software with a boundary element method. MEG and ECoG were performed in 23 and 9 patients, respectively.
RESULTS
ESI and MEG source imaging (MSI) results were well concordant with the results of presurgical evaluations (in 96.3% and 100% cases for ESI and MSI, respectively) at the lobar level. However, there were no spikes in the MEG recordings of three patients. The ESI results were well concordant with MSI results in 90.0% of cases. Compared to ECoG, the ESI results tended to be localized deeper than the cortex, whereas the MSI results were generally localized on the cortical surface. ESI was well concordant with ECoG in 8 of 9 (88.9%) cases, and MSI was also well concordant with ECoG in 4 of 5 (80.0%) cases. The EEG single dipoles in one patient with mesial temporal lobe epilepsy were tightly clustered with the averaged dipole when a 3 Hz high-pass filter was used.
CONCLUSIONS
The ESI results were well concordant with the results of the presurgical evaluation, MSI, and ECoG. The ESI analysis was found to be useful for localizing the seizure focus and is recommended for the presurgical evaluation of intractable epilepsy patients.

Keyword

partial epilepsy; EEG source imaging; MEG source imaging; source localization; presurgical evaluation; epilepsy surgery

MeSH Terms

Electrodes
Electroencephalography*
Epilepsies, Partial*
Epilepsy
Epilepsy, Temporal Lobe
Humans
Insulator Elements
Magnetoencephalography*
Scalp
Seizures

Figure

  • Fig. 1 EEG and MEG dipole source analysis of patient #14 who had left temporal lobe epilepsy. A: EEG dipoles [high-pass filter (HPF)=3 Hz, goodness of fit (GOF) levels ≥70%] were localized in left basal and anterior temporal regions. B: MEG dipoles (HPF=3 Hz, GOF levels ≥70%) were localized in left anterior to middle temporal regions. C: Ictal SPECT showed left temporal hyperperfusion. D: SISCOM showed left anterior to mid temporal hyperperfusion. (E) T2-weighted MRI and (F) FLAIR MRI showed left hippocampal sclerosis. L: left, R: right.

  • Fig. 2 EEG and MEG dipole source analysis of patient #4 who had right frontocentral lobe epilepsy. A: EEG dipoles [high-pass filter (HPF)=3 Hz, goodness of fit (GOF) levels ≥70%] were localized in right frontal lobe. B: MEG dipoles (HPF=3 Hz, GOF levels ≥70%) were localized in right frontal and parietal regions. C: FDG-PET showed hypometabolism in right frontoparietal cortex. D: SISCOM showed ictal hyperperfusion in the right dorsolateral and medial frontal cortices. L: left, R: right.

  • Fig. 3 Different high-pass filter (HPF) setting. The 64 individual dipoles of patient #26 who had left mesial temporal lobe epilepsy. EEG dipoles were analyzed in preoperative boundary element method (BEM) head model in different HPF settings and superimposed on the postoperative MRI. HPF settings were as follow: (A) 0.5 Hz, (B) 1Hz, (C) 2 Hz, (D) 3 Hz, (E) 4 Hz, (F) 5 Hz, and (G) 6 Hz. Low pass filter settings were all 100 Hz. The H shows averaged dipoles of A-G with the matched color. Circles surrounding each dipole indicate confidence ellipsoid range. Each color indicates different HPF setting (red: 0.5 Hz, orange: 1 Hz, yellow: 2 Hz, green: 3 Hz, bright blue: 4 Hz, blue: 5 Hz, violet: 6 Hz). L: left, R: right.

  • Fig. 4 The comparison between ECoG and EEG dipoles of patient #26. The patient had left mesial temporal lobe epilepsy. A: Intracranial EEG electrode locations were plotted on the patient's three dimensional MRI. Red circle indicates the electrode location of ictal ECoG onset, and bright blue circle indicates the location of interictal spikes frequently recorded on ECoG. B: EEG dipoles of averaged 64 spikes with different high-pass filter settings: red: 0.5 Hz, orange: 1 Hz, yellow: 2 Hz, green: 3 Hz, bright blue: 4 Hz, blue: 5 Hz, violet: 6 Hz. The circle around each dipole indicates confidence ellipsoid range. L: left, R: right.


Reference

1. Diekmann V, Becker W, Jürgens R, Grözinger B, Kleiser B, Richter HP, et al. Localisation of epileptic foci with electric, magnetic and combined electromagnetic models. Electroencephalogr Clin Neurophysiol. 1998; 106:297–313.
Article
2. Ding L, Worrell GA, Lagerlund TD, He B. Ictal source analysis: localization and imaging of causal interactions in humans. Neuroimage. 2007; 34:575–586.
Article
3. Brodbeck V, Spinelli L, Lascano AM, Pollo C, Schaller K, Vargas MI, et al. Electrical source imaging for presurgical focus localization in epilepsy patients with normal MRI. Epilepsia. 2010; 51:583–591.
Article
4. Brodbeck V, Spinelli L, Lascano AM, Wissmeier M, Vargas MI, Vulliemoz S, et al. Electroencephalographic source imaging: a prospective study of 152 operated epileptic patients. Brain. 2011; 134(Pt 10):2887–2897.
Article
5. Lantz G, Grave de Peralta R, Spinelli L, Seeck M, Michel CM. Epileptic source localization with high density EEG: how many electrodes are needed? Clin Neurophysiol. 2003; 114:63–69.
Article
6. Michel CM, Lantz G, Spinelli L, De Peralta RG, Landis T, Seeck M. 128-channel EEG source imaging in epilepsy: clinical yield and localization precision. J Clin Neurophysiol. 2004; 21:71–83.
Article
7. Sperli F, Spinelli L, Seeck M, Kurian M, Michel CM, Lantz G. EEG source imaging in pediatric epilepsy surgery: a new perspective in presurgical workup. Epilepsia. 2006; 47:981–990.
Article
8. Wang G, Worrell G, Yang L, Wilke C, He B. Interictal spike analysis of high-density EEG in patients with partial epilepsy. Clin Neurophysiol. 2011; 122:1098–1105.
Article
9. Wennberg R, Cheyne D. EEG source imaging of anterior temporal lobe spikes: validity and reliability. Clin Neurophysiol. 2014; 125:886–902.
Article
10. Yamazaki M, Terrill M, Fujimoto A, Yamamoto T, Tucker DM. Integrating dense array EEG in the presurgical evaluation of temporal lobe epilepsy. ISRN Neurol. 2012; 2012:924081.
Article
11. Plummer C, Harvey AS, Cook M. EEG source localization in focal epilepsy: where are we now? Epilepsia. 2008; 49:201–218.
Article
12. Zumsteg D, Friedman A, Wennberg RA, Wieser HG. Source localization of mesial temporal interictal epileptiform discharges: correlation with intracranial foramen ovale electrode recordings. Clin Neurophysiol. 2005; 116:2810–2818.
Article
13. Ebersole JS, Hawes-Ebersole S. Clinical application of dipole models in the localization of epileptiform activity. J Clin Neurophysiol. 2007; 24:120–129.
Article
14. Gavaret M, Trébuchon A, Bartolomei F, Marquis P, McGonigal A, Wendling F, et al. Source localization of scalp-EEG interictal spikes in posterior cortex epilepsies investigated by HR-EEG and SEEG. Epilepsia. 2009; 50:276–289.
Article
15. Huppertz HJ, Hoegg S, Sick C, Lücking CH, Zentner J, Schulze-Bonhage A, et al. Cortical current density reconstruction of interictal epileptiform activity in temporal lobe epilepsy. Clin Neurophysiol. 2001; 112:1761–1772.
Article
16. He B, Musha T, Okamoto Y, Homma S, Nakajima Y, Sato T. Electric dipole tracing in the brain by means of the boundary element method and its accuracy. IEEE Trans Biomed Eng. 1987; 34:406–414.
Article
17. Herrendorf G, Steinhoff BJ, Kolle R, Baudewig J, Waberski TD, Buchner H, et al. Dipole-source analysis in a realistic head model in patients with focal epilepsy. Epilepsia. 2000; 41:71–80.
Article
18. Roth BJ, Ko D, von Albertini-Carletti IR, Scaffidi D, Sato S. Dipole localization in patients with epilepsy using the realistically shaped head model. Electroencephalogr Clin Neurophysiol. 1997; 102:159–166.
Article
19. Gavaret M, Badier JM, Marquis P, Bartolomei F, Chauvel P. Electric source imaging in temporal lobe epilepsy. J Clin Neurophysiol. 2004; 21:267–282.
Article
20. Merlet I, Gotman J. Reliability of dipole models of epileptic spikes. Clin Neurophysiol. 1999; 110:1013–1028.
Article
21. Plummer C, Litewka L, Farish S, Harvey AS, Cook MJ. Clinical utility of current-generation dipole modelling of scalp EEG. Clin Neurophysiol. 2007; 118:2344–2361.
Article
22. Gavaret M, Badier JM, Marquis P, McGonigal A, Bartolomei F, Regis J, et al. Electric source imaging in frontal lobe epilepsy. J Clin Neurophysiol. 2006; 23:358–370.
Article
23. Lantz G, Holub M, Ryding E, Rosén I. Simultaneous intracranial and extracranial recording of interictal epileptiform activity in patients with drug resistant partial epilepsy: patterns of conduction and results from dipole reconstructions. Electroencephalogr Clin Neurophysiol. 1996; 99:69–78.
Article
24. Jin K, Nakasato N, Shamoto H, Kanno A, Itoyama Y, Tominaga T. Neuromagnetic localization of spike sources in perilesional, contralateral mirror, and ipsilateral remote areas in patients with cavernoma. Epilepsia. 2007; 48:2160–2166.
Article
25. Knowlton RC, Laxer KD, Aminoff MJ, Roberts TP, Wong ST, Rowley HA. Magnetoencephalography in partial epilepsy: clinical yield and localization accuracy. Ann Neurol. 1997; 42:622–631.
Article
26. Nakasato N, Levesque MF, Barth DS, Baumgartner C, Rogers RL, Sutherling WW. Comparisons of MEG, EEG, and ECoG source localization in neocortical partial epilepsy in humans. Electroencephalogr Clin Neurophysiol. 1994; 91:171–178.
Article
27. Stefan H. Clinical applications of MEG in epilepsy. Brain Topogr. 1993; 5:425–427.
Article
28. Scherg M, Bast T, Berg P. Multiple source analysis of interictal spikes: goals, requirements, and clinical value. J Clin Neurophysiol. 1999; 16:214–224.
Article
29. Ebersole JS, Ebersole SM. Combining MEG and EEG source modeling in epilepsy evaluations. J Clin Neurophysiol. 2010; 27:360–371.
Article
30. Fuchs M, Wagner M, Kastner J. Confidence limits of dipole source reconstruction results. Clin Neurophysiol. 2004; 115:1442–1451.
Article
31. Rose S, Ebersole JS. Advances in spike localization with EEG dipole modeling. Clin EEG Neurosci. 2009; 40:281–287.
Article
32. Ebersole JS. EEG dipole modeling in complex partial epilepsy. Brain Topogr. 1991; 4:113–123.
Article
33. Rampp S, Stefan H. On the opposition of EEG and MEG. Clin Neurophysiol. 2007; 118:1658–1659.
Article
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