Mapping and mining interictal pathological gamma (30-100 Hz) oscillations with clinical intracranial EEG in patients with epilepsy.

Expert Syst Appl

Intelligent Control Systems Laboratory, Georgia Institute of Technology, Atlanta, GA 30332, USA ; Department of Neurosurgery, Emory University, Atlanta, GA 30322, USA.

Published: June 2012

Localizing an epileptic network is essential for guiding neurosurgery and antiepileptic medical devices as well as elucidating mechanisms that may explain seizure-generation and epilepsy. There is increasing evidence that pathological oscillations may be specific to diseased networks in patients with epilepsy and that these oscillations may be a key biomarker for generating and indentifying epileptic networks. We present a semi-automated method that detects, maps, and mines pathological gamma (30-100 Hz) oscillations (PGOs) in human epileptic brain to possibly localize epileptic networks. We apply the method to standard clinical iEEG (<100 Hz) with interictal PGOs and seizures from six patients with medically refractory epilepsy. We demonstrate that electrodes with consistent PGO discharges do not always coincide with clinically determined seizure onset zone (SOZ) electrodes but at times PGO-dense electrodes include secondary seizure-areas (SS) or even areas without seizures (NS). In 4/5 patients with epilepsy surgery, we observe poor (Engel Class 4) post-surgical outcomes and identify more PGO-activity in SS or NS than in SOZ. Additional studies are needed to further clarify the role of PGOs in epileptic brain.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3480232PMC
http://dx.doi.org/10.1016/j.eswa.2012.01.071DOI Listing

Publication Analysis

Top Keywords

pathological gamma
8
gamma 30-100
8
30-100 oscillations
8
patients epilepsy
8
epileptic networks
8
mapping mining
4
mining interictal
4
interictal pathological
4
oscillations
4
oscillations clinical
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!