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Martínez-Aguirre C, Márquez LA, Santiago-Castañeda CL, Carmona-Cruz F, Nuñez-Lumbreras MDLA, Martínez-Rojas VA, Alonso-Vanegas M, Aguado-Carrillo G, Gómez-Víquez NL, Galván EJ, Cuéllar-Herrera M, Rocha L. Cannabidiol Modifies the Glutamate Over-Release in Brain Tissue of Patients and Rats with Epilepsy: A Pilot Study. Biomedicines 2023; 11:3237. [PMID: 38137458 PMCID: PMC10741033 DOI: 10.3390/biomedicines11123237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/15/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023] Open
Abstract
Drug-resistant epilepsy (DRE) is associated with high extracellular levels of glutamate. Studies support the idea that cannabidiol (CBD) decreases glutamate over-release. This study focused on investigating whether CBD reduces the evoked glutamate release in cortical synaptic terminals obtained from patients with DRE as well as in a preclinical model of epilepsy. Synaptic terminals (synaptosomes) were obtained from the epileptic neocortex of patients with drug-resistant temporal lobe epilepsy (DR-TLE, n = 10) or drug-resistant extratemporal lobe epilepsy (DR-ETLE, n = 10) submitted to epilepsy surgery. Synaptosomes highly purified by Percoll-sucrose density gradient were characterized by confocal microscopy and Western blot. Synaptosomes were used to estimate the high KCl (33 mM)-evoked glutamate release in the presence of CBD at different concentrations. Our results revealed responsive tissue obtained from seven patients with DR-TLE and seven patients with DR-ETLE. Responsive tissue showed lower glutamate release (p < 0.05) when incubated with CBD at low concentrations (less than 100 µM) but not at higher concentrations. Tissue that was non-responsive to CBD (DR-TLE, n = 3 and DR-ELTE, n = 3) showed high glutamate release despite CBD exposure at different concentrations. Simultaneously, a block of the human epileptic neocortex was used to determine its viability through whole-cell and extracellular electrophysiological recordings. The electrophysiological evaluations supported that the responsive and non-responsive human epileptic neocortices used in the present study exhibited proper neuronal viability and stability to acquire electrophysiological responses. We also investigated whether the subchronic administration of CBD could reduce glutamate over-release in a preclinical model of temporal lobe epilepsy. Administration of CBD (200 mg/kg, p.o. every 24 h for 7 days) to rats with lithium-pilocarpine-evoked spontaneous recurrent seizures reduced glutamate over-release in the hippocampus. The present study revealed that acute exposure to low concentrations of CBD can reduce the glutamate over-release in synaptic terminals obtained from some patients with DRE. This effect is also evident when applied subchronically in rats with spontaneous recurrent seizures. An important finding was the identification of a group of patients that were non-responsive to CBD effects. Future studies are essential to identify biomarkers of responsiveness to CBD to control DRE.
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Affiliation(s)
- Christopher Martínez-Aguirre
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
| | - Luis Alfredo Márquez
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
| | - Cindy Lizbeth Santiago-Castañeda
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
| | - Francia Carmona-Cruz
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
| | - Maria de los Angeles Nuñez-Lumbreras
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
| | - Vladimir A. Martínez-Rojas
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
- Center for Research on Aging, Center for Research and Advanced Studies, Mexico City 14330, Mexico
| | - Mario Alonso-Vanegas
- International Center for Epilepsy Surgery, HMG-Coyoacán Hospital, Mexico City 04380, Mexico;
| | - Gustavo Aguado-Carrillo
- Clinic of Epilepsy, General Hospital of México Dr. Eduardo Liceaga, Mexico City 06720, Mexico
| | - Norma L. Gómez-Víquez
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
| | - Emilio J. Galván
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
- Center for Research on Aging, Center for Research and Advanced Studies, Mexico City 14330, Mexico
| | - Manola Cuéllar-Herrera
- Clinic of Epilepsy, General Hospital of México Dr. Eduardo Liceaga, Mexico City 06720, Mexico
| | - Luisa Rocha
- Pharmacobiology Department, Center for Research and Advanced Studies, Mexico City 14330, Mexico; (C.M.-A.); (L.A.M.); (C.L.S.-C.); (F.C.-C.); (M.d.l.A.N.-L.); (V.A.M.-R.); (N.L.G.-V.); (E.J.G.)
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Celli R, Striano P, Citraro R, Di Menna L, Cannella M, Imbriglio T, Koko M, Consortium EEC, De Sarro G, Monn JA, Battaglia G, van Luijtelaar G, Nicoletti F, Russo E, Leo A. mGlu3 Metabotropic Glutamate Receptors as a Target for the Treatment of Absence Epilepsy: Preclinical and Human Genetics Data. Curr Neuropharmacol 2023; 21:105-118. [PMID: 35579153 PMCID: PMC10193767 DOI: 10.2174/1570159x20666220509160511] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/16/2022] [Accepted: 02/18/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Previous studies suggest that different metabotropic glutamate (mGlu) receptor subtypes are potential drug targets for treating absence epilepsy. However, no information is available on mGlu3 receptors. OBJECTIVE To examine whether (i) changes of mGlu3 receptor expression/signaling are found in the somatosensory cortex and thalamus of WAG/Rij rats developing spontaneous absence seizures; (ii) selective activation of mGlu3 receptors with LY2794193 affects the number and duration of spikewave discharges (SWDs) in WAG/Rij rats; and (iii) a genetic variant of GRM3 (encoding the mGlu3 receptor) is associated with absence epilepsy. METHODS Animals: immunoblot analysis of mGlu3 receptors, GAT-1, GLAST, and GLT-1; realtime PCR analysis of mGlu3 mRNA levels; assessment of mGlu3 receptor signaling; EEG analysis of SWDs; assessment of depressive-like behavior. Humans: search for GRM3 and GRM5 missense variants in 196 patients with absence epilepsy or other Idiopathic Generalized Epilepsy (IGE)/ Genetic Generalized Epilepsy (GGE) and 125,748 controls. RESULTS mGlu3 protein levels and mGlu3-mediated inhibition of cAMP formation were reduced in the thalamus and somatosensory cortex of pre-symptomatic (25-27 days old) and symptomatic (6-7 months old) WAG/Rij rats compared to age-matched controls. Treatment with LY2794193 (1 or 10 mg/kg, i.p.) reduced absence seizures and depressive-like behavior in WAG/Rij rats. LY2794193 also enhanced GAT1, GLAST, and GLT-1 protein levels in the thalamus and somatosensory cortex. GRM3 and GRM5 gene variants did not differ between epileptic patients and controls. CONCLUSION We suggest that mGlu3 receptors modulate the activity of the cortico-thalamo-cortical circuit underlying SWDs and that selective mGlu3 receptor agonists are promising candidate drugs for absence epilepsy treatment.
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Affiliation(s)
| | - Pasquale Striano
- Department Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genova, Italy
- I.R.C.C.S. “G. Gaslini” Institute, Genova, Italy
| | - Rita Citraro
- University of Catanzaro, School of Medicine, Science of Health Department, FAS@UMG Research Center, Catanzaro, Italy
| | | | | | | | - Mahmoud Koko
- Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University of Tuebingen, Tuebingen, Germany
| | | | - Giovambattista De Sarro
- University of Catanzaro, School of Medicine, Science of Health Department, FAS@UMG Research Center, Catanzaro, Italy
| | | | - Giuseppe Battaglia
- I.R.C.C.S. Neuromed, Pozzilli, Italy
- Department of Physiology and Pharmacology, University Sapienza, Rome, Italy
| | | | - Ferdinando Nicoletti
- I.R.C.C.S. Neuromed, Pozzilli, Italy
- Department of Physiology and Pharmacology, University Sapienza, Rome, Italy
| | - Emilio Russo
- University of Catanzaro, School of Medicine, Science of Health Department, FAS@UMG Research Center, Catanzaro, Italy
| | - Antonio Leo
- University of Catanzaro, School of Medicine, Science of Health Department, FAS@UMG Research Center, Catanzaro, Italy
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Sun H, Ma D, Cheng Y, Li J, Zhang W, Jiang T, Li Z, Li X, Meng H. The JAK-STAT Signaling Pathway in Epilepsy. Curr Neuropharmacol 2023; 21:2049-2069. [PMID: 36518035 PMCID: PMC10556373 DOI: 10.2174/1570159x21666221214170234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 11/08/2022] [Accepted: 11/21/2022] [Indexed: 12/16/2022] Open
Abstract
Epilepsy is defined as spontaneous recurrent seizures in the brain. There is increasing evidence that inflammatory mediators and immune cells are involved in epileptic seizures. As more research is done on inflammatory factors and immune cells in epilepsy, new targets for the treatment of epilepsy will be revealed. The Janus kinase-signal transducer and transcriptional activator (JAKSTAT) signaling pathway is strongly associated with many immune and inflammatory diseases, At present, more and more studies have found that the JAK-STAT pathway is involved in the development and development of epilepsy, indicating the JAK-STAT pathway's potential promise as a target in epilepsy treatment. In this review, we discuss the composition, activation, and regulation of the JAK-STAT pathway and the relationship between the JAK-STAT pathway and epilepsy. In addition, we summarize the common clinical inhibitors of JAK and STAT that we would expect to be used in epilepsy treatment in the future.
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Affiliation(s)
- Huaiyu Sun
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Di Ma
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Yu Cheng
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Jiaai Li
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Wuqiong Zhang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Ting Jiang
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Zhaoran Li
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
| | - Xuewei Li
- Department of Radiology, The First Hospital of Jilin University, Changchun, China
| | - Hongmei Meng
- Department of Neurology and Neuroscience Center, The First Hospital of Jilin University, Changchun, China
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Immediate versus late effects of vigabatrin on spike and wave discharges. Epilepsy Res 2020; 165:106379. [DOI: 10.1016/j.eplepsyres.2020.106379] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 05/17/2020] [Accepted: 05/29/2020] [Indexed: 01/12/2023]
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Perescis MFJ, Flipsen NAR, van Luijtelaar G, van Rijn CM. Altered SWD stopping mechanism in WAG/Rij rats subchronically treated with the cannabinoid agonist R(+)WIN55,212-2. Epilepsy Behav 2020; 102:106722. [PMID: 31855784 DOI: 10.1016/j.yebeh.2019.106722] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 11/05/2019] [Accepted: 11/15/2019] [Indexed: 12/26/2022]
Abstract
A single injection of the cannabinoid agonist R(+)WIN55,212-2 (WIN) is known to cause an increase of the mean duration of spontaneously occurring spike-and-wave discharges (SWDs) in rats of the WAG/Rij strain, a genetic model for absence epilepsy. The aim of the present study was to establish whether repeated activation of CB1 receptors with WIN leads to tolerance in its effect on SWD parameters, spectral density, and behavior over time. Adult male WAG/Rij rats (n = 16) were treated with WIN (6 mg/kg) or vehicle (olive oil). Injections (s.c.) took place 3 times per week during 2 weeks. Electroencephalogram (EEG) recordings, each lasting 24 h, were made 3 times: immediately before the first injection (baseline), immediately after the first injection (acute treatment), and after 2 weeks of treatment (subchronic treatment). The recordings were analyzed regarding incidence, durations of SWDs, and hazard rates of the durations of SWDs, the latter to describe SWD stopping probabilities. Putative changes in the spectral content of the EEG before and after WIN during active and passive behaviors were additionally investigated. Spike-and-wave discharge incidence was not affected by the acute and subchronic treatments. The mean duration of the SWDs was significantly longer than controls in the acute WIN-treated animals [11.9-s standard error of the mean (SEM): 0.64 compared with 8.4-s SEM: 0.25] as well as in subchronically treated animals (11.5-s SEM: 1.00 compared with 8.4-s SEM: 0.25). Hazard rates were significantly lower for WIN-treated animals at SWD durations in the 5.04-20.16-s range on both occasions. No effects of WIN on the frequency spectrum of the ongoing EEG were found, neither acutely nor after repeated administration. Evidence for tolerance was not found. The results on the mean duration and hazard rates suggest that stimulating the endocannabinoid system affects the SWD stopping mechanism, resulting in more long SWDs. We speculate that this effect is likely to be a direct result of CB1 receptor agonism and a subsequent decrease in the availability of gamma-aminobutyric acid (GABA) in the reticular thalamic nucleus, which further weakens, in WAG/Rij rats already disturbed, the stopping mechanism of the SWDs.
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Affiliation(s)
- Martin F J Perescis
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Montessorilaan 3, 6525 HR Nijmegen, the Netherlands; HAS University of Applied Sciences, Onderwijsboulevard 221, 5223 DE 's-Hertogenbosch, the Netherlands.
| | - Nienke A R Flipsen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Montessorilaan 3, 6525 HR Nijmegen, the Netherlands; HAS University of Applied Sciences, Onderwijsboulevard 221, 5223 DE 's-Hertogenbosch, the Netherlands
| | - Gilles van Luijtelaar
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Montessorilaan 3, 6525 HR Nijmegen, the Netherlands.
| | - Clementina M van Rijn
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Montessorilaan 3, 6525 HR Nijmegen, the Netherlands.
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Perescis MF, van Luijtelaar G, van Rijn CM. Neonatal exposure to AY-9944 increases typical spike and wave discharges in WAG/Rij and Wistar rats. Epilepsy Res 2019; 157:106184. [DOI: 10.1016/j.eplepsyres.2019.106184] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/26/2019] [Accepted: 08/02/2019] [Indexed: 12/22/2022]
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Outgrowing seizures in Childhood Absence Epilepsy: time delays and bistability. J Comput Neurosci 2019; 46:197-209. [PMID: 30737596 DOI: 10.1007/s10827-019-00711-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Revised: 12/14/2018] [Accepted: 01/29/2019] [Indexed: 10/27/2022]
Abstract
We formulate a conductance-based model for a 3-neuron motif associated with Childhood Absence Epilepsy (CAE). The motif consists of neurons from the thalamic relay (TC) and reticular nuclei (RT) and the cortex (CT). We focus on a genetic defect common to the mouse homolog of CAE which is associated with loss of GABAA receptors on the TC neuron, and the fact that myelination of axons as children age can increase the conduction velocity between neurons. We show the combination of low GABAA mediated inhibition of TC neurons and the long corticothalamic loop delay gives rise to a variety of complex dynamics in the motif, including bistability. This bistability disappears as the corticothalamic conduction delay shortens even though GABAA activity remains impaired. Thus the combination of deficient GABAA activity and changing axonal myelination in the corticothalamic loop may be sufficient to account for the clinical course of CAE.
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Russo E, Citraro R, Constanti A, Leo A, Lüttjohann A, van Luijtelaar G, De Sarro G. Upholding WAG/Rij rats as a model of absence epileptogenesis: Hidden mechanisms and a new theory on seizure development. Neurosci Biobehav Rev 2016; 71:388-408. [DOI: 10.1016/j.neubiorev.2016.09.017] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2015] [Revised: 09/19/2016] [Indexed: 02/06/2023]
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Gastrodiae Rhizoma Ethanol Extract Enhances Pentobarbital-Induced Sleeping Behaviors and Rapid Eye Movement Sleep via the Activation of GABA A -ergic Transmission in Rodents. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2014; 2014:426843. [PMID: 25614750 PMCID: PMC4293790 DOI: 10.1155/2014/426843] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Accepted: 11/29/2014] [Indexed: 01/06/2023]
Abstract
This research was designed to identify whether Gastrodiae Rhizoma ethanol extract (GREE) enhances pentobarbital-induced sleep via
γ-aminobutyric acid- (GABA-) ergic systems and modulated sleep architectures in animals. GREE (25, 50, and 100 mg/kg, p.o.) inhibited locomotor activity in mice, in a dose-dependent manner. GREE not only prolonged total sleep time, but also reduced sleep latency time in pentobarbital (42 mg/kg)-treated mice. Subhypnotic pentobarbital (28 mg/kg, i.p.) also increased the number of total sleeping animals in concomitant administration of GREE. GREE (100 mg/kg) alone reduced the count of sleep-wake cycles in electroencephalogram. Furthermore, GREE increased total sleep time and rapid eye movement (REM) sleep. From the in vitro experiments, GREE increased intracellular chloride level in primary cultured cerebellar granule cells. Protein expressions of glutamine acid decarboxylase (GAD) and GABAA receptors subtypes by western blot were increased. Therefore, our study suggested that GREE enhances pentobarbital-induced sleeping behaviors and increased REM via the activation of GABAA-ergic transmission in rodents.
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van Luijtelaar G, Onat FY, Gallagher MJ. Animal models of absence epilepsies: what do they model and do sex and sex hormones matter? Neurobiol Dis 2014; 72 Pt B:167-79. [PMID: 25132554 DOI: 10.1016/j.nbd.2014.08.014] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Revised: 08/05/2014] [Accepted: 08/07/2014] [Indexed: 11/28/2022] Open
Abstract
While epidemiological data suggest a female prevalence in human childhood- and adolescence-onset typical absence epilepsy syndromes, the sex difference is less clear in adult-onset syndromes. In addition, although there are more females than males diagnosed with typical absence epilepsy syndromes, there is a paucity of studies on sex differences in seizure frequency and semiology in patients diagnosed with any absence epilepsy syndrome. Moreover, it is unknown if there are sex differences in the prevalence or expression of atypical absence epilepsy syndromes. Surprisingly, most studies of animal models of absence epilepsy either did not investigate sex differences, or failed to find sex-dependent effects. However, various rodent models for atypical syndromes such as the AY9944 model (prepubertal females show a higher incidence than prepubertal males), BN model (also with a higher prevalence in males) and the Gabra1 deletion mouse in the C57BL/6J strain offer unique possibilities for the investigation of the mechanisms involved in sex differences. Although the mechanistic bases for the sex differences in humans or these three models are not yet known, studies of the effects of sex hormones on seizures have offered some possibilities. The sex hormones progesterone, estradiol and testosterone exert diametrically opposite effects in genetic absence epilepsy and pharmacologically-evoked convulsive types of epilepsy models. In addition, acute pharmacological effects of progesterone on absence seizures during proestrus are opposite to those seen during pregnancy. 17β-Estradiol has anti-absence seizure effects, but it is only active in atypical absence models. It is speculated that the pro-absence action of progesterone, and perhaps also the delayed pro-absence action of testosterone, are mediated through the neurosteroid allopregnanolone and its structural and functional homolog, androstanediol. These two steroids increase extrasynaptic thalamic tonic GABAergic inhibition by selectively targeting neurosteroid-selective subunits of GABAA receptors (GABAARs). Neurosteroids also modulate the expression of GABAAR containing the γ2, α4, and δ subunits. It is hypothesized that differences in subunit expression during pregnancy and ovarian cycle contribute to the opposite effects of progesterone in these two hormonal states.
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Affiliation(s)
- Gilles van Luijtelaar
- Donders Centre of Cognition, Radboud University Nijmegen, Nijmegen, The Netherlands.
| | - Filiz Yilmaz Onat
- Department of Pharmacology, School of Medicine, Marmara University, Istanbul, Turkey
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Lüttjohann A, Schoffelen JM, van Luijtelaar G. Termination of ongoing spike-wave discharges investigated by cortico-thalamic network analyses. Neurobiol Dis 2014; 70:127-37. [PMID: 24953875 DOI: 10.1016/j.nbd.2014.06.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Revised: 05/19/2014] [Accepted: 06/09/2014] [Indexed: 10/25/2022] Open
Abstract
PURPOSE While decades of research were devoted to study generation mechanisms of spontaneous spike and wave discharges (SWD), little attention has been paid to network mechanisms associated with the spontaneous termination of SWD. In the current study coupling-dynamics at the onset and termination of SWD were studied in an extended part of the cortico-thalamo-cortical system of freely moving, genetic absence epileptic WAG/Rij rats. METHODS Local-field potential recordings of 16 male WAG/Rij rats, equipped with multiple electrodes targeting layer 4 to 6 of the somatosensory-cortex (ctx4, ctx5, ctx6), rostral and caudal reticular thalamic nucleus (rRTN & cRTN), ventral postero medial (VPM), anterior- (ATN) and posterior (Po) thalamic nucleus, were obtained. Six seconds lasting pre-SWD->SWD, SWD->post SWD and control periods were analyzed with time-frequency methods, and between-region interactions were quantified with frequency-resolved Granger Causality (GC) analysis. RESULTS Most channel pairs showed increases in GC lasting from onset to offset of the SWD. While for most thalamo-thalamic pairs a dominant coupling direction was found during the complete SWD, most cortico-thalamic pairs only showed a dominant directional drive (always from cortex to thalamus) during the first 500ms of SWD. Channel pair ctx4-rRTN showed a longer lasting dominant cortical drive, which stopped 1.5sec prior to SWD offset. This early decrease in directional coupling was followed by an increase in directional coupling from cRTN to rRTN 1sec prior to SWD offset. For channel pairs ctx5-Po and ctx6-Po the heightened cortex->thalamus coupling remained until 1.5sec following SWD offset, while the thalamus->cortex coupling for these pairs stopped at SWD offset. CONCLUSION The high directional coupling from somatosensory cortex to the thalamus at SWD onset is in good agreement with the idea of a cortical epileptic focus that initiates and entrains other brain structures into seizure activity. The decrease of cortex to rRTN coupling as well as the increased coupling from cRTN to rRTN preceding SWD termination demonstrates that SWD termination is a gradual process that involves both cortico-thalamic as well as intrathalamic processes. The rostral RTN seems to be an important resonator for SWD and relevant for maintenance, while the cRTN might inhibit this oscillation. The somatosensory cortex seems to attempt to reinitiate SWD following its offset via its strong coupling to the posterior thalamus.
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Affiliation(s)
- Annika Lüttjohann
- Radboud University Nijmegen, Donders Institute for Brain, Cognition and Behaviour, Donders Centre for Cognition, Nijmegen, The Netherlands.
| | - Jan-Mathijs Schoffelen
- Radboud University Nijmegen, Donders Institute for Brain, Cognition and Behaviour, Donders Centre for Cognitive Neuroimaging, Nijmegen, The Netherlands; Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Gilles van Luijtelaar
- Radboud University Nijmegen, Donders Institute for Brain, Cognition and Behaviour, Donders Centre for Cognition, Nijmegen, The Netherlands
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Tejada J, Costa KM, Bertti P, Garcia-Cairasco N. The epilepsies: complex challenges needing complex solutions. Epilepsy Behav 2013; 26:212-28. [PMID: 23146364 DOI: 10.1016/j.yebeh.2012.09.029] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2012] [Accepted: 09/16/2012] [Indexed: 12/19/2022]
Abstract
It is widely accepted that epilepsies are complex syndromes due to their multi-factorial origins and manifestations. Different mathematical and computational descriptions use appropriate methods to address nonlinear relationships, chaotic behaviors and emergent properties. These theoretical approaches can be divided into two major categories: descriptive, such as flowcharts, graphs and other statistical analyses, and explicative, which include both realistic and abstract models. Although these modeling tools have brought great advances, a common framework to guide their design, implementation and evaluation, with the goal of future integration, is still needed. In the current review, we discuss two examples of complexity analysis that can be performed with epilepsy data: behavioral sequences of temporal lobe seizures and alterations in an experimental cellular model. We also highlight the importance of the creation of model repositories for the epileptology field and encourage the development of mathematical descriptions of complex systems, together with more accurate simulation techniques.
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Affiliation(s)
- Julián Tejada
- Department of Physiology, School of Medicine of Ribeirão Preto, University of São Paulo, Brazil
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Human seizures self-terminate across spatial scales via a critical transition. Proc Natl Acad Sci U S A 2012; 109:21116-21. [PMID: 23213262 DOI: 10.1073/pnas.1210047110] [Citation(s) in RCA: 137] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Why seizures spontaneously terminate remains an unanswered fundamental question of epileptology. Here we present evidence that seizures self-terminate via a discontinuous critical transition or bifurcation. We show that human brain electrical activity at various spatial scales exhibits common dynamical signatures of an impending critical transition--slowing, increased correlation, and flickering--in the approach to seizure termination. In contrast, prolonged seizures (status epilepticus) repeatedly approach, but do not cross, the critical transition. To support these results, we implement a computational model that demonstrates that alternative stable attractors, representing the ictal and postictal states, emulate the observed dynamics. These results suggest that self-terminating seizures end through a common dynamical mechanism. This description constrains the specific biophysical mechanisms underlying seizure termination, suggests a dynamical understanding of status epilepticus, and demonstrates an accessible system for studying critical transitions in nature.
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Wang Y, Goodfellow M, Taylor PN, Baier G. Phase space approach for modeling of epileptic dynamics. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2012; 85:061918. [PMID: 23005138 DOI: 10.1103/physreve.85.061918] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Revised: 05/13/2012] [Indexed: 06/01/2023]
Abstract
Epileptic electroencephalography recordings can be described in terms of four prototypic wave forms: fast sinusoidal oscillations, large slow waves, fast spiking, and spike waves. On the macroscopic level, these wave forms have been modeled by different mechanistic models which share canonical features. Here we derive a minimal model of excitatory and inhibitory processes with features common to all previous models. We can infer that at least three interacting processes are required to support the prototypic epileptic dynamics. Based on a separation of time scales we analyze the model in terms of interacting manifolds in phase space. This allows qualitative reverse engineering of all epileptic wave forms and transitions between them. We propose this method as a complement to traditional approaches to modeling epileptiform rhythms.
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Affiliation(s)
- Yujiang Wang
- Doctoral Training Centre Integrative Systems Biology, Manchester Interdisciplinary Biocentre, 131 Princess Street, Manchester M1 7DN, United Kingdom.
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Akman O, Demiralp T, Ates N, Onat FY. Electroencephalographic differences between WAG/Rij and GAERS rat models of absence epilepsy. Epilepsy Res 2010; 89:185-93. [PMID: 20092980 DOI: 10.1016/j.eplepsyres.2009.12.005] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2009] [Revised: 12/14/2009] [Accepted: 12/17/2009] [Indexed: 02/01/2023]
Abstract
The inbred Wistar Albino Glaxo Rats from Rijswijk (WAG/Rij) and the Genetic Absence Epilepsy Rats from Strasbourg (GAERS) are well-validated genetic models of absence epilepsy. Although they share similar characteristics including the spike-and-wave discharges (SWDs) in the EEG, some differences have been reported between both strains. This study aimed a systematic and detailed comparison of the SWD patterns of both strains in terms of the intensity, frequency and waveform morphology of the discharges by using exactly the same measurement and analysis techniques. The number, cumulative total duration and mean duration of SWDs were significantly higher in GAERS compared to WAG/Rij, while the discharge frequency was higher in the WAG/Rij. Furthermore, SWDs spectra and average SWD waveforms indicated that a single cycle of the SWD contains more energy in faster components such as spike and late positive transient in the GAERS. Additionally, WAG/Rij exhibited a significantly higher power between 8 and 14 Hz during the pre-SWD period. These clear phenomenological differences in the EEGs of both animal models suggest that these variables may represent basic phenotypic features of SWDs that should be sought after in the future studies that explore the genetic and molecular basis of absence epilepsy.
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Affiliation(s)
- Ozlem Akman
- Istanbul Bilim University, Faculty of Medicine, Department of Physiology, Istanbul, Turkey.
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Übeyli ED, İlbay G, Şahin D, Ateş N. Analysis of spike-wave discharges in rats using discrete wavelet transform. Comput Biol Med 2009; 39:294-300. [DOI: 10.1016/j.compbiomed.2009.01.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2008] [Revised: 10/29/2008] [Accepted: 01/16/2009] [Indexed: 10/21/2022]
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Abstract
Epilepsy is a complex set of disorders that can involve many areas of the cortex, as well as underlying deep-brain systems. The myriad manifestations of seizures, which can be as varied as déjà vu and olfactory hallucination, can therefore give researchers insights into regional functions and relations. Epilepsy is also complex genetically and pathophysiologically: it involves microscopic (on the scale of ion channels and synaptic proteins), macroscopic (on the scale of brain trauma and rewiring) and intermediate changes in a complex interplay of causality. It has long been recognized that computer modelling will be required to disentangle causality, to better understand seizure spread and to understand and eventually predict treatment efficacy. Over the past few years, substantial progress has been made in modelling epilepsy at levels ranging from the molecular to the socioeconomic. We review these efforts and connect them to the medical goals of understanding and treating the disorder.
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Affiliation(s)
- William W Lytton
- Department of Physiology, State University of New York, Downstate Medical Center, Brooklyn, New York, USA.
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Bouwman BM, Suffczynski P, Midzyanovskaya IS, Maris E, van den Broek PLC, van Rijn CM. The effects of vigabatrin on spike and wave discharges in WAG/Rij rats. Epilepsy Res 2007; 76:34-40. [PMID: 17643266 DOI: 10.1016/j.eplepsyres.2007.06.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2006] [Revised: 06/03/2007] [Accepted: 06/07/2007] [Indexed: 11/16/2022]
Abstract
The effects of vigabatrin, which increases GABA concentrations by inhibiting GABA transaminase, on spike and wave discharges (SWDs) in the electroencephalogram of WAG/Rij rats were studied. Vigabatrin increased the incidence and duration of the SWDs, suggesting a quantitative GABA(A)ergic involvement in the mechanism(s) underlying the starting and stopping of an ongoing SWD. Also, vigabatrin decreased the SWD peak frequency, suggesting an important role of GABA(B) in the mechanism(s) underlying the peak frequency of the SWDs. Vigabatrin gradually changed the course of the hazard rates of the SWD durations, suggesting a qualitative GABAergic role in the mechanism(s) underlying the stopping of an ongoing SWD.
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Affiliation(s)
- Brigitte M Bouwman
- NICI/Department of Biological Psychology, Radboud University Nijmegen, 6500 HE Nijmegen, The Netherlands.
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