Source localization of periodic sharp wave complexes using independent component analysis in sporadic Creutzfeldt-Jakob disease

Ki Young Jung, Dae Won Seo, Duk L. Na, Chin Sang Chung, Il Keun Lee, Kyungmi Oh, Chang Hwan Im, Hyun Kyo Jung

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Patients with Creutzfeldt-Jakob disease (CJD) show periodic sharp wave complexes (PSWCs) on electroencephalography (EEG) during the course of their illness. However, the source location of PSWCs and their pathophysiological mechanism remain unclear. Six patients with sporadic CJD who showed typical PSWCs on EEGs were selected for the study. Sixty epochs, each spanning the period from - 0.25 to + 0.25 s after the negative maximum of a typical PSWC, were selected for analysis in each patient. The EEG data matrix was decomposed using an independent component analysis based on a simple, neural network algorithm that can blindly separate mixtures of independent sources, using information maximization. The separate independent components were subjected to dipole source localization using a single dipole model. Three to seven independent components responsible for the PSWCs seen in CJD were identified. The EEG recording reconstructed from the selected independent components accounted for more than 80% of the variance in the original recording. All patients showed dipole sources responsible for the PSWCs of CJD in both the cortical and subcortical deep gray matter. In five of six patients, the dorsolateral and medial frontal cortices were the cortical sources of the PSWCs. Four patients showed dipole sources in the caudate and/or lentiform nucleus. In three patients, the dipole source was localized in the thalamus. These findings suggest that basal ganglia and thalami, as well as frontal cortices, are involved in generating PSWCs in CJD.

Original languageEnglish
Pages (from-to)228-237
Number of pages10
JournalBrain Research
Volume1143
Issue number1
DOIs
Publication statusPublished - 2007 Apr 27

Fingerprint

Creutzfeldt-Jakob Syndrome
Electroencephalography
Frontal Lobe
Thalamus
Corpus Striatum
Caudate Nucleus
Sporadic Creutzfeldt-Jakob Disease
Basal Ganglia

Keywords

  • Creutzfeldt-Jakob disease
  • Dipole source localization
  • EEG
  • Pathophysiology
  • Periodic discharge

ASJC Scopus subject areas

  • Neuroscience(all)
  • Molecular Biology
  • Developmental Biology
  • Clinical Neurology

Cite this

Source localization of periodic sharp wave complexes using independent component analysis in sporadic Creutzfeldt-Jakob disease. / Jung, Ki Young; Seo, Dae Won; Na, Duk L.; Chung, Chin Sang; Lee, Il Keun; Oh, Kyungmi; Im, Chang Hwan; Jung, Hyun Kyo.

In: Brain Research, Vol. 1143, No. 1, 27.04.2007, p. 228-237.

Research output: Contribution to journalArticle

Jung, Ki Young ; Seo, Dae Won ; Na, Duk L. ; Chung, Chin Sang ; Lee, Il Keun ; Oh, Kyungmi ; Im, Chang Hwan ; Jung, Hyun Kyo. / Source localization of periodic sharp wave complexes using independent component analysis in sporadic Creutzfeldt-Jakob disease. In: Brain Research. 2007 ; Vol. 1143, No. 1. pp. 228-237.
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