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1.
Epilepsy Behav ; 47: 93-7, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25982885

ABSTRACT

Epidemiological data suggest a relationship between maternal infection and a high incidence of childhood epilepsy in offspring. However, there is little experimental evidence that links maternal infection with later seizure susceptibility in juvenile offspring. Here, we asked whether maternal immune challenge during pregnancy can alter seizure susceptibility and seizure-associated brain damage in adolescence. Pregnant Sprague-Dawley rats were treated with lipopolysaccharide (LPS) or normal saline (NS) on gestational days 15 and 16. At postnatal day 21, seizure susceptibility to kainic acid (KA) was evaluated in male offspring. Four groups were studied, including normal control (NS-NS), prenatal infection (LPS-NS), juvenile seizure (NS-KA), and "two-hit" (LPS-KA) groups. Our results demonstrated that maternal LPS exposure caused long-term reactive astrogliosis and increased seizure susceptibility in juvenile rat offspring. Compared to the juvenile seizure group, animals in the "two-hit" group showed exaggerated astrogliosis, followed by worsened spatial learning ability in adulthood. In addition, prenatal immune challenge alone led to spatial learning impairment in offspring but had no effect on anxiety. These data suggest that prenatal immune challenge causes a long-term increase in juvenile seizure susceptibility and exacerbates seizure-induced brain injury, possibly by priming astroglia.


Subject(s)
Brain Injuries/etiology , Disease Susceptibility/complications , Hippocampus/physiology , Prenatal Exposure Delayed Effects/physiopathology , Seizures/complications , Seizures/immunology , Animals , Animals, Newborn , Anxiety , Brain Injuries/pathology , Disease Models, Animal , Epilepsy/immunology , Female , Hippocampus/drug effects , Kainic Acid/adverse effects , Kainic Acid/toxicity , Lipopolysaccharides/pharmacology , Lipopolysaccharides/toxicity , Male , Pregnancy , Rats , Rats, Sprague-Dawley , Seizures/chemically induced
2.
Neurosci Lett ; 580: 142-6, 2014 Sep 19.
Article in English | MEDLINE | ID: mdl-25128216

ABSTRACT

Dysfunction of dopamine D4 receptor (D4R) is linked to attention-deficit/hyperactivity disorder (ADHD) as well as ADHD associated cognitive impairment. Here, we tested the possible therapeutic benefit of the D4R-selective agonist ABT-724 in adolescent spontaneously hypertensive rats (SHRs). ABT-724-treated SHRs were administered ABT-724 (0.04mg/kg, 0.16mg/kg or 0.64mg/kg) from postnatal day (P) 28 to P32. Control SHRs and Sprague-Dawley (SD) rats were injected with saline. Then two cohorts of rats were tested in the open field and Làt maze that measured locomotion and non-selective attention (NSA), respectively. Another cohort of rats was subjected to water maze task for evaluation of spatial learning and memory. We found that control SHRs displayed hyperactivity as well as impaired NSA and spatial learning compared with normotensive SD rats. ABT-724 (0.16 and 0.64mg/kg) treatment alleviated hyperactivity and spatial learning impairment in SHRs. No dose of ABT-724 tested altered NSA in SHRs. Our results raise the possibility that ABT-724 may be used as a therapeutic intervention for ADHD patients during adolescence.


Subject(s)
Attention Deficit Disorder with Hyperactivity/drug therapy , Benzimidazoles/therapeutic use , Motor Activity/drug effects , Piperazines/therapeutic use , Pyridines/therapeutic use , Receptors, Dopamine D4/agonists , Spatial Learning/drug effects , Animals , Attention Deficit Disorder with Hyperactivity/psychology , Benzimidazoles/pharmacology , Male , Maze Learning/drug effects , Piperazines/pharmacology , Pyridines/pharmacology , Rats, Inbred SHR , Rats, Sprague-Dawley
3.
Zhonghua Er Ke Za Zhi ; 51(5): 362-6, 2013 May.
Article in Chinese | MEDLINE | ID: mdl-23941843

ABSTRACT

OBJECTIVE: To investigate the effect of ketogenic diet (KD) on the clinical and electroencephalogram features in children with pharmacoresistant epileptic encephalopathy. METHOD: Thirty-one children (19 boys, 12 girls) aged 7 months to 7 years (mean 2 years 5 month) with epilepsy refractory to conventional antiepileptic drugs (AEDs) were included in this study. In addition to their original AED treatment, the children were assigned to different ketogenic diets based on their age. The prospective electro-clinical assessment was performed prior to the KD and then one week, one month and again 3 months after the initiation of therapy, respectively. RESULT: The reduction of seizure frequency in 52%, 68% and 71% of all patients exceeded 50% one week, one month and three months after KD treatment respectively. KD is particularly effective in myoclonic astatic epilepsy (MAE; Doose Syndrome) and West syndrome with 100% and 81.25% of the patients having a greater than 50% seizure reduction, respectively. After 3 months of KD treatment, more than 2/3 patients experienced a reduction in interictal epileptiform discharges (IEDs) and improvement in EEG background. CONCLUSION: The clinical and electroencephalographic improvement confirms that KD is beneficial in children with refractory epilepsy.


Subject(s)
Diet, Ketogenic/methods , Electroencephalography , Epilepsy/diet therapy , Anticonvulsants/therapeutic use , Brain/diagnostic imaging , Brain/physiopathology , Child , Child, Preschool , Dietary Fats/administration & dosage , Epilepsy/diagnosis , Epilepsy/drug therapy , Female , Humans , Infant , Intellectual Disability/diet therapy , Intellectual Disability/drug therapy , Lennox Gastaut Syndrome , Male , Radiography , Retrospective Studies , Spasms, Infantile/diet therapy , Spasms, Infantile/drug therapy , Syndrome , Time Factors , Treatment Outcome
4.
Brain Res ; 1528: 49-57, 2013 Aug 28.
Article in English | MEDLINE | ID: mdl-23811335

ABSTRACT

Long chain polyunsaturated fatty acids (LC-PUFAs) are hypothesized to play an important role in attention deficit/hyperactivity disorder (ADHD). This study evaluated LC-PUFAs composition in different encephalic regions by gas chromatography and its association with behavior on the attentional set-shifting task, open field test and the Morris water maze of spontaneous hypertensive rat (SHR)-a genetic animal model of ADHD. In behavioral tests, the SHRs exhibited deficiencies in attentional set-shifting, autonomic activities and spatial learning and memory. In all the studied encephalic regions, we observed higher concentration of docosahexaenoic acid (DHA) and arachidonic acid (AA) and higher AA/DHA ratio in the SHRs compared with the Wistar-Kyoto (WKY) and Sprague-Dawley (SD) rats (p<0.01), which was associated with abnormal behavior in the SHRs. This study provided an appropriate animal model for study on the relationship between LC-PUFAs and ADHD. Our results prove abnormal neurobehaviour associated with imbalance of AA/DHA ratio and highlights the significance of normal AA/DHA ratio in behavior.


Subject(s)
Attention Deficit Disorder with Hyperactivity/etiology , Behavior, Animal , Brain Chemistry , Fatty Acids, Unsaturated/analysis , Animals , Arachidonic Acid/analysis , Docosahexaenoic Acids/analysis , Linoleic Acid/analysis , Male , Rats , Rats, Inbred SHR , Rats, Inbred WKY , Rats, Sprague-Dawley , alpha-Linolenic Acid/analysis
5.
Behav Brain Funct ; 8(1): 10, 2012 Feb 28.
Article in English | MEDLINE | ID: mdl-22369105

ABSTRACT

BACKGROUND: Although deficits of attentional set-shifting have been reported in individuals with attention deficit/hyperactivity disorder (ADHD), it is rarely examined in animal models. METHODS: This study compared spontaneously hypertensive rats (SHRs; a genetic animal model of ADHD) and Wistar-Kyoto (WKY) and Sprague-Dawley (SD) rats (normoactive control strains), on attentional set-shifting task (ASST) performance. Furthermore, the dose-effects of methylphenidate (MPH) on attentional set-shifting of SHR were investigated. In experiment 1, ASST procedures were conducted in SHR, WKY and SD rats of 8 each at the age of 5 weeks. Mean latencies at the initial phase, error types and numbers, and trials to criteria at each stage were recorded. In experiment 2, 24 SHR rats were randomly assigned to 3 groups of 8 each-- MPH-L (lower dose), MPH-H (higher dose), and SHR-vehicle groups. From 3 weeks, they were administered 2.5 mg/kg or 5 mg/kg MPH or saline respectively for 14 consecutive days. All rats were tested in the ASST at the age of 5 weeks. RESULTS: The SHRs generally exhibited poorer performance on ASST than the control WKY and SD rats. Significant strain effects on mean latency [F (2, 21) = 639.636, p < 0.001] and trials to criterion [F (2, 21) = 114.118, p < 0.001] were observed. The SHRs were found to have more perseverative and regressive errors than the control strains (p < 0.001). After MPH treatment, the two MPH treated groups exhibited significantly longer latency and fewer trials to reach criterion than the SHR-vehicle group and the MPH-L group exhibited fewer trials to reach criterion in more stages compared with the MPH-H group. Significant main effects of treatment [F (2, 21) = 52.174, p < 0.001] and error subtype [F (2, 42) = 221.635, p < 0.01] were found. CONCLUSIONS: The SHR may be impaired in discrimination learning, reversal learning and attentional set-shifting. Our study provides evidence that MPH may improve the SHR's performance on attentional set-shifting and lower dose is more effective than higher dose.


Subject(s)
Attention Deficit Disorder with Hyperactivity/drug therapy , Attention Deficit Disorder with Hyperactivity/genetics , Attention/drug effects , Central Nervous System Stimulants/therapeutic use , Disease Models, Animal , Methylphenidate/therapeutic use , Animals , Attention/physiology , Central Nervous System Stimulants/pharmacology , Male , Methylphenidate/pharmacology , Models, Genetic , Random Allocation , Rats , Rats, Inbred SHR , Rats, Inbred WKY , Rats, Sprague-Dawley , Reaction Time/drug effects , Reaction Time/physiology , Species Specificity
6.
Brain Dev ; 32(3): 229-35, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19394173

ABSTRACT

Epilepsy is a common neurological disorder that occurs more frequently in childhood than in adulthood. Antiepileptic drugs (AEDs) which are used to treat seizures in pregnant women, infants, and young children may cause cognitive impairment or other uncertain injury. However, the exact mechanisms responsible for adverse effects of AEDs in the developing brain are still not clear. In the present study, we investigate the effects of AEDs on mRNA levels of brain-derived neurotrophic factor (BDNF) and neurotrophin-3 (NT-3), cell neogenesis and mossy fiber sprouting (MFS) in the developing rat brain. Long-term treatment with Phenobarbital (40mg/kg), valproate (100mg/kg) and topiramate (40mg/kg) reduces BDNF and NT-3 mRNA expression in the developing brain, while lamotrigine reduces mRNA expression only at high dose level (80mg/kg). Cell neogenesis only increases in the rats treated with valproate and lamotrigine. And no differences are observed between the control group and the AEDs-treated groups in the Timm scores of the CA3 region and supragranular region. Our findings present some possible mechanisms to explain why different AEDs cause different cognitive impairment.


Subject(s)
Anticonvulsants/pharmacology , Brain-Derived Neurotrophic Factor/genetics , Brain , Neurogenesis/drug effects , Neurotrophin 3/genetics , RNA, Messenger/metabolism , Analysis of Variance , Animals , Animals, Newborn , Brain/drug effects , Brain/growth & development , Brain/pathology , Brain-Derived Neurotrophic Factor/metabolism , Bromodeoxyuridine/metabolism , Dose-Response Relationship, Drug , Gene Expression Regulation/drug effects , Mossy Fibers, Hippocampal/drug effects , Mossy Fibers, Hippocampal/metabolism , Neurotrophin 3/metabolism , Rats , Rats, Wistar
7.
J Zhejiang Univ Sci B ; 9(11): 903-15, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18988310

ABSTRACT

OBJECTIVE: To examine modulations caused by cyclooxygenase-2 (COX-2) inhibitors on altered microenvironments and overbalanced neurotransmitters in pilocarpine-induced epileptic status rats and to investigate possible mechanisms. METHODS: Celecoxib (a COX-2 inhibitor) was administered 45 min prior to pilocarpine administration. The effects of COX-2 inhibitors on mIPSCs (miniature GABAergic inhibitory postsynaptic currents) of CA3 pyramidal cells in the hippocampus were recorded. Expressions of COX-2, c-Fos, newly generated neurons, and activated microgliosis were analyzed by immunohistochemistry, and expressions of alpha-subunit of gamma-amino butyric acid (GABA(A)) receptors and mitogen-activated protein kinase/extracellular signal-regulated protein kinase (MAPK/ERK) activity were detected by Western blotting. RESULTS: Pretreatment with celecoxib showed protection against pilocarpine-induced seizures. Celecoxib prevented microglia activation in the hilus and inhibited the abnormal neurogenesis and astrogliosis in the hippocampus by inhibiting MAPK/ERK activity and c-Fos transcription. Celecoxib also up-regulated the expression of GABA(A) receptors. NS-398 (N-2-cyclohexyloxy-4-nitrophenyl-methanesulfonamide), another COX-2 inhibitor, enhanced the frequency and decay time of mIPSCs. CONCLUSION: The COX-2 inhibitor celecoxib decreased neuronal excitability and prevented epileptogenesis in pilocarpine-induced status epilepticus rats. Celecoxib regulates synaptic reorganization by inhibiting astrogliosis and ectopic neurogenesis by attenuating MAPK/ERK signal activity, mediated by a GABAergic mechanism.


Subject(s)
Cyclooxygenase 2 Inhibitors/pharmacology , Hippocampus/drug effects , Synapses/drug effects , Animals , Blotting, Western , Celecoxib , Cyclooxygenase 2/metabolism , Disease Models, Animal , Fibrocystic Breast Disease/metabolism , Hippocampus/enzymology , Hippocampus/pathology , Immunohistochemistry , MAP Kinase Signaling System/drug effects , Male , Mitogen-Activated Protein Kinase Kinases/metabolism , Nitrobenzenes/pharmacology , Pilocarpine , Proto-Oncogene Proteins c-fos/metabolism , Pyrazoles/pharmacology , Rats , Rats, Sprague-Dawley , Receptors, GABA-A/biosynthesis , Status Epilepticus/chemically induced , Status Epilepticus/enzymology , Status Epilepticus/pathology , Sulfonamides/pharmacology , Synapses/pathology
8.
Basic Clin Pharmacol Toxicol ; 102(6): 527-32, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18346050

ABSTRACT

Substantial development in the pharmacological treatment for attention-deficit hyperactivity disorder (ADHD) has been made recently including approval of new non-stimulant agents targeting noradrenergic, histaminergic and dopaminergic systems. Among such, atomoxetine has been widely used, although its mechanism of action is poorly understood. It is known that central nervous system histamine is closely associated with cognition and it was recently shown that both atomoxetine and methylphenidate enhance cortical histamine release in rats. To that end, the aim of our study was to investigate the effect of atomoxetine (2 mg/kg, intraperitoneally) on histamine release using the microdialysis technique in the spontaneously hypertensive rat (SHR), a suitable genetic model for ADHD. Our data confirmed that atomoxetine increases extracellular levels of histamine in the prefrontal cortex, a brain region that is implicated in the pathophysiology of ADHD. Given the tie between histamine neurotransmission and treatment of cognitive dysfunction, we also assessed the effects of atomoxetine on learning and memory as measured by the Morris water maze in SHR. The results indicated that atomoxetine significantly ameliorated performance in the Morris water maze, consistent with its histamine-enhancing profile. In conclusion, the current study provides further support for the notion that the therapeutic effect of atomoxetine could involve activation of histamine neurotransmission within the prefrontal cortex.


Subject(s)
Adrenergic Uptake Inhibitors/therapeutic use , Attention Deficit Disorder with Hyperactivity/drug therapy , Behavior, Animal/drug effects , Disease Models, Animal , Histamine/metabolism , Learning/drug effects , Prefrontal Cortex/drug effects , Propylamines/therapeutic use , Animals , Atomoxetine Hydrochloride , Attention Deficit Disorder with Hyperactivity/metabolism , Behavior, Animal/physiology , Injections, Intraperitoneal , Male , Maze Learning/drug effects , Memory/drug effects , Prefrontal Cortex/metabolism , Rats , Rats, Inbred SHR , Water
9.
Neurosci Bull ; 23(2): 83-91, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17592530

ABSTRACT

OBJECTIVE: It is well documented that epilepsy can increase neurogenesis in certain brain regions and cause behavioral alternations in patients and different epileptic animal models. A series of experimental studies have demonstrated that neurogenesis is regulated by various factors including glucocorticoid (CORT), which can reduce neurogenesis. Most of studies in animal have been focused on adulthood stage, while the effect of recurrent seizures to immature brain in neonatal period has not been well established. This study was designed to investigate how the recurrent seizures occurred in the neonatal period affected the immature brain and how CORT regulated neurogenesis in immature animals. METHODS: Neonatal rats were subjected to 3 pilocarpine-induced seizures from postnatal day 1 to day 7. Then neurogenesis at different postnatal ages (i.e. P8, P12, P22, P50) was observed. Behavioral performance was tested when the rats were mature (P40), and plasma CORT levels following recurrent seizures were simultaneously monitored. RESULTS: Rats with neonatal seizures had a significant reduction in the number of Bromodeoxyuridine (BrdU) labeled cells in the dentate gyrus compared with the control groups when the animals were euthanized on P8 or P12 (P<0.05); whereas there was no difference between the two groups on P22. Until P50, rats with neonatal seizures had increased number of BrdU-labeled cells compared with the control group (P<0.05). In Morris water maze task, pilocarpine-treated rats were significantly slower than the control rats at the first and second day, and there were no differences at other days. In probe trial, there was no significant difference in time spent in the goal quadrant between the two groups. Endocrine studies showed a correlation between the number of BrdU positive cells and the CORT level. Sustained increase in circulating CORT levels was observed following neonatal seizures on P8 and P12. CONCLUSION: Neonatal recurrent seizures can biphasely modulate neurogenesis over different time windows with a down-regulation at early time and up-regulation afterwards, cause persistent deficits in cognitive functions of adults, and increase the circulating CORT levels. CORT levels are related with the morphological and behavioral consequences of recurrent seizures.


Subject(s)
Dentate Gyrus/metabolism , Glucocorticoids/blood , Maze Learning/physiology , Neurons/metabolism , Seizures/metabolism , Age Factors , Animals , Animals, Newborn , Critical Period, Psychological , Dentate Gyrus/cytology , Dentate Gyrus/growth & development , Male , Neurons/cytology , Random Allocation , Rats , Rats, Wistar , Seizures/pathology , Seizures/physiopathology , Stem Cells/cytology , Stem Cells/metabolism
10.
Zhonghua Er Ke Za Zhi ; 42(8): 621-4, 2004 Aug.
Article in Chinese | MEDLINE | ID: mdl-15347454

ABSTRACT

OBJECTIVE: Data accumulated over the past years have led to widespread recognition that neurogenesis, the emergence of new neurons, persists in the hippocampal dentate gyrus of the adult mammalian brain, and can be increased by seizures in multiple models. Also, aberrant reorganization of dentate granule cell axons, the mossy fiber sprouting, occurs in human temporal lobe epilepsy and rodent epilepsy models. However a number of studies suggest that the immature brain is less vulnerable to the morphologic alteration of hippocampus after seizures. The goal of this study was to determine whether the seizures can induce dentate granule cell neurogenesis and mossy fiber sprouting in the immature rat. METHODS: Seizures was elicited by unilateral microinfusion of kainic acid (KA, 1 micro g) into the amygdula at postnatal day 15 (P15). Rat pups were given bromodeoxyuridine (BrdU) intraperitoneally on day 5 after KA administration and killed 7 d or 21 d later. The brains were processed for BrdU mitotic labeling combined with double-label immunohistochemistry using neuron-specific, early differentiation marker TuJ1 (betaIII tubulin) or granule-specific marker CaBP (calcium-binding protein calbindin D28k) as well as glia-specific marker GFAP (glial fibrillary acidic protein). Mossy fiber sprouting in intermolecular layer and CA3 subfield was assessed in Timm-stained sections both 1 month and 3 months after KA administration by using a rating scale and density measurement. RESULTS: The dentate BrdU-immunoreactive cells of the KA-treated rats increased significantly compared with those of control rats on day 7 and 21 after BrdU administration (7 d: 244 +/- 15 vs. 190 +/- 10; 21 d: 218 +/- 19 vs. 133 +/- 12, P < 0.05). Approximately 80.2% and 78.7% of BrdU-labeled cells coexpressed TuJ1 in KA-treated rats and control rats on day 7 after BrdU respectively (P > 0.05). On 21 d after BrdU, 60.2% and 58.2% of dentate BrdU-labeled cells coexpressed GaBP in KA-treated rats and control rats respectively (P > 0.05). GFAP colocalized with 3%-5% dentate BrdU-labeled cells in the rats of both groups on day 7 and 21 after BrdU. It was also demonstrated that status epilepticus at P15 did not result in any detectable mossy fiber sprouting within the hippocampus both 1 month and 3 months after KA administration. CONCLUSIONS: KA induced seizures can increase granule cell neurogenesis in the immature rat. Most of newly appeared cells migrate from subgranular proliferation zone (SGZ) into granule cell layer, the hilus as well as the molecular layer, and there they can differentiate into granule neurons. These observations also indicate that there is an early developmental resistance to seizure-induced mossy fiber sprouting in the immature brain.


Subject(s)
Dentate Gyrus/cytology , Neurogenesis/physiology , Seizures/physiopathology , Animals , Cell Differentiation , Cell Proliferation , Dentate Gyrus/physiopathology , Disease Models, Animal , Excitatory Amino Acid Agonists/adverse effects , Kainic Acid/adverse effects , Mossy Fibers, Hippocampal/physiopathology , Rats , Seizures/chemically induced
11.
Zhonghua Er Ke Za Zhi ; 41(1): 17-20, 2003 Jan.
Article in Chinese | MEDLINE | ID: mdl-14761318

ABSTRACT

OBJECTIVE: Neurogenesis in the dentate gyrus of hippocampus persists in brain of the immature and adult mammalian including human and it can be regulated by physiological and pathological events including nutritional status and seizures. The present study was designed to investigate the potential effects of malnutrition followed by status epileptics on hippocampal neurogenesis in the immature rat. METHODS: Rat pups were divided into 4 groups: malnourished (M), nourished (N), malnourished plus seizures (MS) and nourished plus seizures (NS). The rat pups of group M and group MS were maintained on a starvation regimen from postnatal day 2 (P2) to P18. The status epilepticus of the rat pups in group MS and group NS was elicited by unilateral microinfusion of kainic acid (KA) into the amygdula at P15. Rat pups of the 4 groups were given bromodeoxyuridine (BrdU) intraperitoneally twice daily for 2 days beginning at P17. At P19, the rat pups were killed and the brains were processed for BrdU mitotic labeling combined with double-label immunohistochemistry using early neuron- or glia-specific markers TuJ1 (beta III tubulin) or GFAP (glial fibrillary acidic protein). RESULTS: There were no significant differences in the latent time of seizure between group M and group N [(12.4 +/- 2.6) min vs. (12.1 +/- 2.9) min, P < 0.05]. Histological assessment did not reveal any evidence of hippocampal cell loss after status epilepticus in either group. BrdU-labeled cells were significantly higher in the rats of group MS (374 +/- 18) than group M (303 +/- 20), group NS (312 +/- 24) than group N (269 +/- 18), respectively (P < 0.01). There was also significant difference between group M and group N, group MS and group NS, respectively (P < 0.01). No significant difference was seen between the rats of group NS and group M (P > 0.05). Approximately 60% of BrdU-labeled cells coexpressed TuJ1, and 5% approximately 10% of those co-expressed GFAP. CONCLUSION: Early malnutrition do not alter KA seizure susceptibility and the behavioral manifestations of seizures at P15. Although malnutrition and status epilepticus can increase the proliferation of newly developed cells in the immature rat respectively, malnutrition followed by status epilepticus further increases this proliferation. Furthermore, most of newly developed cells differentiate into early neurons.


Subject(s)
Hippocampus/pathology , Malnutrition/pathology , Neurons/pathology , Status Epilepticus/pathology , Animals , Animals, Newborn , Body Weight , Bromodeoxyuridine/metabolism , Glial Fibrillary Acidic Protein/analysis , Hippocampus/chemistry , Immunohistochemistry , Neurons/chemistry , Rats , Rats, Wistar , Status Epilepticus/chemically induced , Tubulin/analysis
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