CLOSED-LOOP SEIZURE CONTROL WITH VERY HIGH FREQUENCY ELECTRICAL STIMULATION AT SEIZURE ONSET IN THE GAERS MODEL OF ABSENCE EPILEPSY

被引:53
作者
Nelson, Timothy S. [2 ]
Suhr, Courtney L. [2 ]
Freestone, Dean R. [2 ]
Lai, Alan [2 ]
Halliday, Amy J. [2 ]
Mclean, Karen J. [2 ]
Burkitt, Anthony N. [3 ]
Cook, Mark J. [1 ]
机构
[1] Univ Melbourne, St Vincents Hosp, Fitzroy, Vic 3065, Australia
[2] Bion Ear Inst, Melbourne, Vic 3002, Australia
[3] Univ Melbourne, Dept Elect & Elect Engn, Parkville, Vic 3010, Australia
关键词
Models of epilepsy; electrical stimulation; cortical stimulation; seizure detection; closed-loop stimulation; DEEP BRAIN-STIMULATION; TEMPORAL-LOBE EPILEPSY; TERM-FOLLOW-UP; GENERALIZED SEIZURES; INTRACTABLE EPILEPSY; STIMULUS PARAMETERS; SUBTHALAMIC NUCLEUS; ANTERIOR NUCLEUS; GENETIC MODEL; EEG;
D O I
10.1142/S0129065711002717
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A closed-loop system for the automated detection and control of epileptic seizures was created and tested in three Genetic Absence Epilepsy Rats from Strasbourg (GAERS) rats. In this preliminary study, a set of four EEG features were used to detect seizures and three different electrical stimulation strategies (standard (130Hz), very high (500Hz) and ultra high (1000Hz)) were delivered to terminate seizures. Seizure durations were significantly shorter with all three stimulation strategies when compared to non-stimulated (control) seizures. We used mean seizure duration of epileptiform discharges persisting beyond the end of electrical stimulation as a measure of stimulus efficacy. When compared to the duration of seizures stimulated in the standard approach (7.0 s +/- 10.1), both very high and ultra high frequency stimulation strategies were more effective at shortening seizure durations (1.3 +/- 2.2 s and 3.5 +/- 6.4 s respectively). Further studies are warranted to further understand the mechanisms by which this therapeutic effect may be conveyed, and which of the novel aspects of the very high and ultra high frequency stimulation strategies may have contributed to the improvement in seizure abatement performance when compared to standard electrical stimulation approaches.
引用
收藏
页码:163 / 173
页数:11
相关论文
共 53 条
[1]   Analysis of EEG records in an epileptic patient using wavelet transform [J].
Adeli, H ;
Zhou, Z ;
Dadmehr, N .
JOURNAL OF NEUROSCIENCE METHODS, 2003, 123 (01) :69-87
[2]   Long-term follow-up of patients with thalamic deep brain stimulation for epilepsy [J].
Andrade, D. M. ;
Zumsteg, D. ;
Hamani, C. ;
Hodaie, M. ;
Sarkissian, S. ;
Lozano, A. M. ;
Wennberg, R. A. .
NEUROLOGY, 2006, 66 (10) :1571-1573
[3]  
[Anonymous], 1999, Biostatistical Analysis
[4]  
[Anonymous], 1999, Spikes: Exploring the Neural Code
[5]   High and low frequency electrical stimulation in non-lesional temporal lobe epilepsy [J].
Boex, Colette ;
Vulliemoz, Serge ;
Spinelli, Laurent ;
Polio, Claudio ;
Seeck, Margitta .
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2007, 16 (08) :664-669
[6]   Deep brain stimulation in patients with refractory temporal lobe epilepsy [J].
Boon, Paul ;
Vonck, Kristl ;
De Herdt, Veerle ;
Van Dycke, Annelies ;
Goethals, Maarten ;
Goossens, Lut ;
Van Zandijcke, Michel ;
De Smedt, Tim ;
Dewaele, Isabelle ;
Achten, Rik ;
Wadman, Wytse ;
Dewaele, Frank ;
Caemaert, Jacques ;
Van Roost, Dirk .
EPILEPSIA, 2007, 48 (08) :1551-1560
[7]   Interictal high-frequency oscillations (80-500Hz) in the human epileptic brain: Entorhinal cortex [J].
Bragin, A ;
Wilson, CL ;
Staba, RJ ;
Reddick, M ;
Fried, I ;
Engel, J .
ANNALS OF NEUROLOGY, 2002, 52 (04) :407-415
[8]   Distinct patterns of electrical stimulation of the basolateral amygdala influence pentylenetetrazole seizure outcome [J].
Cota, Vinicius Rosa ;
Medeiros, Daniel de Castro ;
Silva da Pascoa Vilela, Maura Regina ;
Doretto, Maria Carolina ;
Dutra Moraes, Marcio Flavio .
EPILEPSY & BEHAVIOR, 2009, 14 :26-31
[9]  
Esteller R., 2001, P 23 ANN INT C IEEE
[10]   AUTOMATIC IDENTIFICATION OF EPILEPTIC AND BACKGROUND EEG SIGNALS USING FREQUENCY DOMAIN PARAMETERS [J].
Faust, Oliver ;
Acharya, U. Rajendra ;
Min, Lim Choo ;
Sputh, Bernhard H. C. .
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2010, 20 (02) :159-176