Abstract
Electric source imaging allows localization of sources in the brain underlying frequency-associated EEG patterns detected on the scalp EEG. New algorithms have substantially improved the localization power of the EEG. Dynamic imaging of coherent sources (DICS) is one of these solutions. This algorithm uses a spatial filter to map power and coherence estimates of oscillatory brain activity. In this focus article, we explain the DICS method and summarize studies representing the ability of DICS to detect cortical and subcortical electric sources and neuronal networks associated with absence seizures, photoparoxysmal responses and hypsarrhythmia. By applying renormalized partial directed coherence (RPDC), the information flow between 2 sources can be described, which contributes to a better understanding of networks underlying different forms of epilepsy.
Zusammenfassung
Die elektrische Quellenbildgebung erlaubt die Lokalisation von Ursprungsorten im Gehirn, die mit frequenzspezifischen EEG-Mustern assoziiert sind. Neue Algorithmen haben dieses Lokalisationsvermögen substanziell verbessert. Die dynamische Bildgebung von kohärenten Quellen („dynamic imaging of coherent sources“, DICS) ist ein solcher Algorithmus: Das DICS verwendet einen räumlichen Filter, um „power“ und Kohärenz der oszillatorischen Hirnaktivität darzustellen. Im vorliegenden Übersichtsbeitrag wird die DICS-Methode erläutert, und DICS-Studien im Bereich der Epileptologie werden zusammengefasst: Studien zu Absencen, fotoparoxysmaler Reaktion und Hypsarrhythmie demonstrieren, dass mithilfe des DICS kortikale und subkortikale elektrische Quellen und somit neuronale Netzwerke detektiert werden können. Darüber hinaus ermöglicht die normierte partiell-gerichtete Kohärenzanalyse („renormalized partial directed coherence“, RPDC), die Richtung des Informationsflusses zwischen 2 Quellen zu beschreiben und infolgedessen die zugrunde liegenden epileptischen Netzwerke besser zu verstehen.
References
Groening K et al (2009) Combination of EEG-fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies. Neuroimage 46:827–833
Vulliemoz S et al (2009) The spatio-temporal mapping of epileptic networks: combination of EEG-fMRI and EEG source imaging. Neuroimage 46:834–843
Siniatchkin M et al (2010) Neuronal networks in children with continuous spikes and waves during slow sleep. Brain 133:2798–2813
Michel CM et al (2004) EEG source imaging. Clin Neurophysiol 115:2195–2222
Holmes MD (2008) Dense array EEG: methodology and new hypothesis on epilepsy syndromes. Epilepsia 49:3–14
Holmes MD, Quiring J, Tucker DM (2010) Evidence that juvenile myoclonic epilepsy is a disorder of frontotemporal corticothalamic networks. Neuroimage 49:80–93
Holmes MD, Brown M, Tucker DM (2004) Are “generalized” seizures truly generalized? Evidence of localized mesial frontal and frontopolar discharges in absence. Epilepsia 45:1568–1579
Gross J et al (2001) Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc Natl Acad Sci U S A 98:694–699
Gross J et al (2002) The neural basis of intermittent motor control in humans. Proc Natl Acad Sci U S A 99:2299–2302
Timmermann L et al (2003) The cerebral oscillatory network of parkinsonian resting tremor. Brain 126(Pt 1):199–212
Timmermann L et al (2003) Mini-asterixis in hepatic encephalopathy induced by pathologic thalamo-motor-cortical coupling. Neurology 61:689–692
Sudmeyer M et al (2006) Wilson’s disease tremor is associated with magnetic resonance imaging lesions in basal ganglia structures. Mov Disord 21:2134–2139
Schnitzler A, Timmermann L, Gross J (2006) Physiological and pathological oscillatory networks in the human motor system. J Physiol Paris 99:3–7
Moeller F et al (2012) Representation and propagation of epileptic activity in absences and generalized photoparoxysmal responses. Hum Brain Mapp doi 10.1002/hbm.22026
Muthuraman M et al (2012) Source analysis of Beta-synchronisation and cortico-muscular coherence after movement termination based on high resolution electroencephalography. Plosone 7(e33928):1–8
Muthuraman M, Heute U, Arning K et al (2012) Oscillating central motor networks in pathological tremors and voluntary movements. What makes the difference? NeuroImage 60:1331–1339
Drongelen W et al (1996) A spatial filtering technique to detect and localize multiple sources in the brain. Brain Topogr 9:39–49
Muthuraman M et al (2008) Imaging coherent sources of tremor related EEG activity in patients with Parkinson’s disease. Conf Proc IEEE Eng Med Biol Soc 2008:4716–4719
Fuchs M et al (2002) A standardized boundary element method volume conductor model. Clin Neurophysiol 113:702–712
Muthuraman M et al (2010) The central oscillatory network of essential tremor. Conf Proc IEEE Eng Med Biol Soc 2010:154–157
Schelter B, Timmer J, Eichler M (2009) Assessing the strength of directed influences among neural signals using renormalized partial directed coherence. J Neurosci Methods 179:121–130
Moeller F et al (2008) Simultaneous EEG-fMRI in drug-naive children with newly diagnosed absence epilepsy. Epilepsia 49:1510–1519
Moeller F et al (2010) Absence seizures: individual patterns revealed by EEG-fMRI. Epilepsia 51:2000–2010
Moeller F et al (2009) fMRI activation during spike and wave discharges evoked by photic stimulation. Neuroimage 48:682–695
Moeller F et al (2009) Mapping brain activity on the verge of a photically induced generalized tonic-clonic seizure. Epilepsia 50:1632–1637
Japaridze N et al (2012) Neuronal networks in west syndrome as revealed by source analysis and renormalized partial directed coherence. Brain Topogr (in press)
Siniatchkin M et al (2007) Different neuronal networks are associated with spikes and slow activity in hypsarrhythmia. Epilepsia 48:2312–2321
Chugani HT et al (1992) Infantile spasms: II. Lenticular nuclei and brain stem activation on positron emission tomography. Ann Neurol 31:212–219
Hrachovy RA, Frost JD Jr, Kellaway P (1981) Sleep characteristics in infantile spasms. Neurology 31:688–693
Morimatsu Y et al (1972) Pathology in severe physical and mental disabilities in children-with special reference to 4 cases of nodding spasm. Shinkei Kenkyu No Shimpo 16:465–470
Neville BG (1972) The origin of infantile spasms: evidence from a case of hydranencephaly. Dev Med Child Neurol 14(5):644–647
Satoh J, Mizutani T, Morimatsu Y (1986) Neuropathology of the brainstem in age-dependent epileptic encephalopathy—especially of cases with infantile spasms. Brain Dev 8:443–449
Hrachovy RA, Frost JD Jr (1989) Infantile spasms. Pediatr Clin North Am 36:311–329
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Japaridze, N., Siniatchkin, M., Muthuraman, M. et al. Dynamic imaging of coherent sources. Z. Epileptol. 26, 19–24 (2013). https://doi.org/10.1007/s10309-012-0292-0
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DOI: https://doi.org/10.1007/s10309-012-0292-0