Plasticity-modulated seizure dynamics for seizure termination in realistic neuronal models

Journal of Neural Engineering

Volumn 8, Issue 4, 2011, Pages

  Koppert, M M J ^a   Kalitzin, S ^a,b   Lopes Da Silva, F H ^c,d   Viergever, M A ^b  

^a STICHTING EPILEPSIE INSTELLINGEN NEDERLAND SEIN   (Netherlands)

^b UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^c UNIVERSITY OF AMSTERDAM   (Netherlands)

^d INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

ABSENCE SEIZURE; ACTIVITY-DEPENDENT; BISTABLES; COMPUTATIONAL MODEL; CURRENT-DRIVEN; EPILEPTIC SEIZURES; EXPERIMENTAL DATA; EXPONENTIAL DISTRIBUTIONS; EXTERNAL STIMULUS; FAST ACTIVATION; INTERNAL FLUCTUATION; IONIC CURRENT; LIMIT CYCLE; LUMPED MODELS; MEMBRANE PROCESS; NEURONAL CIRCUITS; NEURONAL MODEL; NEURONAL NETWORKS; RAT MODEL; STATISTICAL DISTRIBUTION; STEADY STATE; SYNAPTIC PLASTICITY;

FORECASTING; NEURAL NETWORKS;

DYNAMICS;

4 AMINOBUTYRIC ACID A RECEPTOR; N METHYL DEXTRO ASPARTIC ACID RECEPTOR; 4 AMINOBUTYRIC ACID; CYCLIC NUCLEOTIDE GATED CHANNEL; HYPERPOLARIZATION ACTIVATED CATION CHANNEL; HYPERPOLARIZATION-ACTIVATED CATION CHANNEL; N METHYLASPARTIC ACID; POTASSIUM CHANNEL;

ABSENCE; ANIMAL EXPERIMENT; ANIMAL MODEL; CONFERENCE PAPER; DYNAMICS; ELECTRIC POTENTIAL; HYPERPOLARIZATION; INTERNEURON; ION CURRENT; MATHEMATICAL MODEL; NERVE CELL PLASTICITY; NONHUMAN; PARAMETER; PRIORITY JOURNAL; PYRAMIDAL NERVE CELL; RAT; SEIZURE; SYNAPSE; THALAMOCORTICAL TRACT; THALAMUS RETICULAR NUCLEUS; ALGORITHM; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; CELL MEMBRANE POTENTIAL; LONG TERM POTENTIATION; PATHOPHYSIOLOGY; PHYSIOLOGY;

RATTUS;

ALGORITHMS; ANIMALS; CYCLIC NUCLEOTIDE-GATED CATION CHANNELS; EPILEPSY, ABSENCE; GAMMA-AMINOBUTYRIC ACID; LONG-TERM POTENTIATION; MEMBRANE POTENTIALS; MODELS, NEUROLOGICAL; N-METHYLASPARTATE; NEURAL NETWORKS (COMPUTER); NEURONAL PLASTICITY; POTASSIUM CHANNELS; PYRAMIDAL CELLS; RATS; SEIZURES; SYNAPSES;

EID: 79960781697     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/8/4/046027     Document Type: Conference Paper

References (32)

1. Bal T and McCormick D A 1993 Mechanisms of oscillatory activity in guinea-pig nucleus reticularis thalami in vitro: a mammalian pacemaker J. Physiol. 468 669-91 (Pubitemid 23254468)
2. Bal T and McCormick D A 1996 What stops synchronized thalamocortical oscillations? Neuron 17 297-308 (Pubitemid 26296156)
3. Destexhe A, Babloyantz A and Sejnowski T J 1993 Ionic mechanisms for intrinsic slow oscillations in thalamic relay neurons Biophys. J. 65 1538-52 (Pubitemid 23316973)
4. McCormick D A, Shu Y, Hasenstaub A, Sanchez-Vives M, Badoual M and Bal T 2003 Persistent cortical activity: mechanisms of generation and effects on neuronal excitability Cereb. Cortex 13 1219-31 (Pubitemid 37322998)
5. Wendling F 2008 Computational models of epileptic activity: a bridge between observation and pathophysiological interpretation Expert Rev. Neurother. 8 889-96 (Pubitemid 351872594)
6. Lopes da Silva F H, Hoeks A, Smits H and Zetterberg L H 1974 Model of brain rhythmic activity. The alpha-rhythm of the thalamus Kybernetik 15 27-37
7. Zalay O C, Serletis D, Carlen P L and Bardakjian B L 2010 System characterization of neuronal excitability in the hippocampus and its relevance to observed dynamics of spontaneous seizure-like transitions J. Neural Eng. 7 036002
8. Winterhalder M, Maiwald T, Voss H U, Aschenbrenner-Scheibe R, Timmer J and Schulze-Bonhage A 2003 The seizure prediction characteristic: a general framework to assess and compare seizure prediction methods Epilepsy Behav. 4 318-25 (Pubitemid 37184607)
9. Wong S, Gardner A B, Krieger A M and Litt B 2007 A stochastic framework for evaluating seizure prediction algorithms using hidden Markov models J. Neurophysiol. 97 2525-32 (Pubitemid 46411181)
10. Suffczynski P, Kalitzin S and Lopes Da Silva F H 2004 Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network Neuroscience 126 467-84 (Pubitemid 38780823)
11. Suffczynski P et al 2006 Dynamics of epileptic phenomena determined from statistics of ictal transitions IEEE Trans. Biomed. Eng. 53 524-32 (Pubitemid 43288830)
12. Gram L, Larsson O M, Johnsen A and Schousboe A 1989 Experimental studies of the influence of vigabatrin on the GABA system Br. J. Clin. Pharmacol. 27 Suppl. 1 13S-7S (Pubitemid 19180356)
13. Xiong Z Q, Saggau P and Stringer J L 2000 Activity-dependent intracellular acidification correlates with the duration of seizure activity J. Neurosci. 20 1290-6 (Pubitemid 30220407)
14. Lado F A and Moshe S L 2008 How do seizures stop? Epilepsia 49 1651-64
15. Turrigiano G G 2008 The self-tuning neuron: synaptic scaling of excitatory synapses Cell 135 422-35
16. van Welie I, van Hooft J A and Wadman W J 2004 Homeostatic scaling of neuronal excitability by synaptic modulation of somatic hyperpolarization- activated Ih channels Proc. Natl Acad. Sci. USA 101 5123-8 (Pubitemid 38469213)
17. Fan Y, Fricker D, Brager D H, Chen X, Lu H C, Chitwood R A and Johnston D 2005 Activity-dependent decrease of excitability in rat hippocampal neurons through increases in I(h) Nat. Neurosci 8 1542-51 (Pubitemid 41573669)
18. Brager D H and Johnston D 2007 Plasticity of intrinsic excitability during long-term depression is mediated through mGluR-dependent changes in I(h) in hippocampal CA1 pyramidal neurons J. Neurosci. 27 13926-37 (Pubitemid 351377851)
19. Kalitzin S, van Dijk B W and Spekreijse H 2000 Self-organized dynamics in plastic neural networks: bistability and coherence Biol. Cybern. 83 139-50
20. Malenka R C and Nicoll R A 1993 NMDA-receptor-dependent synaptic plasticity: multiple forms and mechanisms Trends Neurosci. 16 521-7 (Pubitemid 23341961)
21. Artola A, Brocher S and Singer W 1990 Different voltage-dependent thresholds for inducing long-term depression and long-term potentiation in slices of rat visual cortex Nature 347 69-72
22. Artola A and Singer W 1993 Long-term depression of excitatory synaptic transmission and its relationship to long-term potentiation Trends Neurosci. 16 480-7 (Pubitemid 23313527)
23. Destexhe A and Babloyantz A 1993 A model of the inward current Ih and its possible role in thalamocortical oscillations Neuroreport 4 223-6 (Pubitemid 23080882)
24. Schridde U, Strauss U, Brauer A U and van Luijtelaar G 2006 Environmental manipulations early in development alter seizure activity, Ih and HCN1 protein expression later in life Eur. J. Neurosci. 23 3346-58
25. Strauss U, Kole M H, Brauer A U, Pahnke J, Bajorat R, Rolfs A, Nitsch R and Deisz R A 2004 An impaired neocortical Ih is associated with enhanced excitability and absence epilepsy Eur. J. Neurosci. 19 3048-58 (Pubitemid 38822596)
26. Gaiarsa J L, Caillard O and Ben-Ari Y 2002 Long-term plasticity at GABAergic and glycinergic synapses: mechanisms and functional significance Trends Neurosci. 25 564-70 (Pubitemid 35254180)
27. Jiang Z G, Pessia M and North R A 1993 Dopamine and baclofen inhibit the hyperpolarization-activated cation current in rat ventral tegmental neurones J. Physiol. 462 753-64 (Pubitemid 23094506)
28. Kalitzin S, Velis D, Suffczynski P, Parra J and da Silva F L 2005 Electrical brain-stimulation paradigm for estimating the seizure onset site and the time to ictal transition in temporal lobe epilepsy Clin. Neurophysiol. 116 718-28 (Pubitemid 40249840)
29. Lopes da Silva F, Blanes W, Kalitzin S N, Parra J, Suffczynski P and Velis D N 2003 Epilepsies as dynamical diseases of brain systems: basic models of the transition between normal and epileptic activity Epilepsia 44 Suppl. 12 72-83 (Pubitemid 38018123)
30. Lopes Da Silva F, Blanes W, Kalitzin S N, Parra J, Suffczynski P and Velis D N 2003 Epilepsies as dynamical diseases of brain systems: basic models of the transition between normal and epileptic activity Epilepsia 44 72-83 (Pubitemid 38018123)
31. Dafilis M P, Frascoli F, Cadusch P J and Liley D T J 2009 Chaos and generalised multistability in a mesoscopic model of the electroencephalogram Physica D 238 1056-60
32. Stam C J, Pijn J P, Suffczynski P and Lopes da Silva F H 1999 Dynamics of the human alpha rhythm: evidence for non-linearity? Clin. Neurophysiol. 110 1801-13 (Pubitemid 29459158)