The electroencephalogram (EEG) has proved to be a valuable tool in the study of comprehensive conditions whose effects are manifest in the electrical brain activity, and epilepsy is one of such conditions. In the study, multi-scale permutation entropy (MPE) was proposed to describe dynamical characteristics of EEG recordings from epilepsy and healthy subjects, then all the characteristic parameters were forwarded into a support vector machine (SVM) for classification. The classification accuracies of the MPE with SVM were evaluated by a series of experiments. It is indicated that the dynamical characteristics of EEG data with MPE could identify the differences among healthy, inter-ictal and ictal states, and there was a reduction of MPE of EEG from the healthy and inter-ictal state to the ictal state. Experimental results demonstrated that average classification accuracy was 100% by using the MPE as a feature to characterize the healthy and seizure, while 99.58% accuracy was obtained to distinguish the seizure-free and seizure EEG. In addition, the single-scale permutation entropy (PE) at scales 1-5 was put into the SVM for classification at the same time for comparative analysis. The simulation results demonstrated that the proposed method could be a very powerful algorithm for seizure prediction and could have much better performance than the methods based on single scale PE.
Homocysteine is an intermediate product of methionine and cysteine metabolism, and plays a key role in methylation. Epilepsy is one of the common diseases of the nervous system, long-term repeated seizures will not only cause damage to the brain tissue, but also cause cognitive impairment. At present, the clinical treatment for epilepsy is still mainly to control symptoms, the fundamental etiology of epilepsy still needs to be improved, to explore the etiology of seizures, fundamentally control seizures, is still our long-term struggle direction. High homocysteine is associated with many diseases. Epidemiological studies have shown that the serum homocysteine level of 10% ~ 40% of epilepsy patients is higher than that of the normal population. By exploring the relationship between serum Hcy and epilepsy,We expect to provide help for the diagnosis and treatment of clinical epilepsy.
Genetic epilepsy with febrile seizures plus (GEFS+) is a new type of genetic epilepsy syndrome with a marked hereditary tendency. Febrile seizure is the most common clinical symptom, followed by febrile seizure plus, and with/without absence seizures, focal seizures, and generalized tonic-clonic seizures. Results of the polymerase chain reaction (PCR), exon sequencing and single nucleotide polymorphism (SNP) analysis showed that the occurrence of GEFS+ is mainly related to the mutation of gamma aminobutyric acid type A receptor gamma 2 subunit (GABRG2), but its pathogenesis was still unclear. The main types of GABRG2 mutations include missense mutation, nonsense mutation, frameshift mutation, point mutation and splice site mutation. All these types of mutations can reduce the function of ion channels on cell membrane, but the degree and mechanism of dysfunction are different, which may be the main mechanism of epilepsy. This article will focus on the relationship between GEFS+ and the mutation types of GABRG2 in recent years, which is of great significance for clinical accurate diagnosis, anti-epileptic treatment strategy and new drug development.
Objective To explore the effects of propofol and thiopental sodium injection on convulsive seizure in electro-convulsive therapy(ECT) and to provide evidence to help the selection of intravenous anaesthetics in improved ECT. Methods Total of 111 patients who received ECT in the 3rd Pepole’s Hospital of Panzhihua from July to December 2005 were divided into a thiopental sodium group (n =62) and a propofol group (n =49). These patients received intravenous anaesthesia with suxamethonium plus thiopental sodium or propofol for the implementation of ECT, respectively. The status of convulsive seizure was compared between the two groups. Results There were no significant differences between the two groups in terms of main demographic data, disease category and ECT parameters (Pgt;0.05). Motor seizure and electricity discharge lasted significantly longer in the propofol group than in the thiopental sodium group (Plt;0.01). Conclusion Thiopental sodium can increase the excitation threshold of brain cortical neurons and decrease the level of convulsive seizure induced by ECT. Propofol may decrease the excitation threshold, and increase the level of convulsive seizure under the same ECT parameters, but may have the potential to induce epileptic seizure.
Febrile seizure is one of the most common emergencies in children, accounting for about 30% of all types of children, and the most common among children aged 6 months to 5 years. At the same time, children in this age group are at the peak of growth and development, and the content of various trace elements in the body is prone to abnormalities. At present, there are few related studies on febrile seizure and trace elements in children. This paper summarizes the related studies on febrile seizure and trace elements in order to provide theoretical guidance for the prevention and treatment of febrile seizure
ObjectiveTo investigate the classification of seizures, etiology,EEG examination, treatment and prognosis of senile epilepsy. MethodsThe clinical data of 92 senile epileptsy patients in the Second Affiliated Hospital Of Chongqing Medical University from January 2012 to September 2015 were retrospectively analyzed. ResultsFrom the selected sample,15 cases suffered from SPS(16.3%),22 cases suffered from CPS(23.9%),40 cases suffered from GTCS(43.5%),4 cases suffered from partial seizures with secondary generalization(4.3%),11 cases suffered from both partial seizures and generalized seizures(12.0%).The common causes include cerebrovascular disease (57.6%),intracranial tumors (10.9%), degenerative brain diseases (7.6%) and so on.The abnormal ratio of REEG and AEEG was 87.1% and 91.7% respectively.The ratio of typical epileptiform activity in the REEG and AEEG was 22.6% and 70.8% respectively.82 cases(89.1%) were treated with AED,but only 69 cases had been taking orally AED among the patients treated with AED.57 cases(82.6%) were on monotherapy.55 cases (67.1%) were controlled effectively with drug treatment,11 cases (13.4%) were ineffective and 16 patients (19.5%) died. Advanced age was the important cause of death. Age was positively correlated with the fatality rate.9 cases(10.9%) appeared side effect,the frequency of sleepiness was the highest among all the adverse reactions. ConclusionThe majority of senile epilepsy suffer from symptomatic epilepsy.The main cause is cerebrovascular disease,the generalized tonic-clonic seizures constituted a high proprotion in the sample.The ratio of typical epileptic discharge in the REEG was low from senile patients with epilepsy,we recommend the AEEG examination in the senile patients suspected with epilepsy. AED has excellent therapeutic effects in senile epileptics,and a few patients appeared light adverse reactions.
The postictal state which describes changes in behavior, motor function, and neuropsychological performance that occur after a seizure and persist until these variables return to their normal baseline, which can take anywhere from a few seconds to a few hours to a few days. The degree and intensity of the postictal state significantly affects the patient's quality of life and is strongly associated with the patient's rating of the severity of the seizure, but receives little attention in the treatment of epilepsy, and anti-seizure medications prevent postictal events by making the patient seizures-free, or will attenuate or shorten the time after the seizure. Therefore, it is of great clinical significance to evaluate the efficacy of anti-seizure medications in the post-seizure state. This article reviews the effects of the main anti-seizure medications on the postictal state
In recent years, epileptic seizure detection based on electroencephalogram (EEG) has attracted the widespread attention of the academic. However, it is difficult to collect data from epileptic seizure, and it is easy to cause over fitting phenomenon under the condition of few training data. In order to solve this problem, this paper took the CHB-MIT epilepsy EEG dataset from Boston Children's Hospital as the research object, and applied wavelet transform for data augmentation by setting different wavelet transform scale factors. In addition, by combining deep learning, ensemble learning, transfer learning and other methods, an epilepsy detection method with high accuracy for specific epilepsy patients was proposed under the condition of insufficient learning samples. In test, the wavelet transform scale factors 2, 4 and 8 were set for experimental comparison and verification. When the wavelet scale factor was 8, the average accuracy, average sensitivity and average specificity was 95.47%, 93.89% and 96.48%, respectively. Through comparative experiments with recent relevant literatures, the advantages of the proposed method were verified. Our results might provide reference for the clinical application of epilepsy detection.
Objective To explore the clinical characteristics of patients with combined use of ≥2 kinds of anti-seizure medications in Tibetan plateau. Methods Epilepsy patients who were hospitalized in the People’s Hospital of Tibet Autonomous Region from September 2018 to September 2023 and used ≥2 kinds of anti-seizure medications in combination were selected. Their demographic data such as gender, age, and ethnicity, as well as diagnostic information, medication and other clinical data were collected, and relevant demographic and clinical characteristics were analyzed. In the later stage, telephone follow-up was used to record medication and epileptic seizure control. Results A total of 2295 patients with epilepsy were included, of which 142 (6.2%) met the inclusion criteria, of which 133 (93.7%) were Tibetans. There were more males than females (86 vs. 56, P<0.05), and more minors and young patients than middle-aged and elderly patients (106 vs. 36, P<0.05). 87.3% of the patients underwent magnetic resonance imaging (MRI) or computed tomography (CT), and 71.1% of the patients were abnormal. The main cause of epilepsy was structural etiology (84/142, 59.2%). The most common combination was two drugs (127/142, 89.4%). The largest proportion of combination was sodium valproate and levetiracetam (46/142, 32.4%). After standardized multi-drug combination therapy, the average frequency of epilepsy seizures was significantly reduced compared with the baseline, and the difference was statistically significant (P<0.05). Among the 98 patients aged ≥14 years, 15 cases (15.3%) had drug-refractory epilepsy, 18 cases (18.4%) had seizures controlled by standardized combination medication, 16 cases (16.3%) had seizures controlled by reducing combination medication to a single drug, 5 cases (5.1%) had good control and had stopped medication, 3 cases (3.1%) had frequent epileptic seizures due to poor medication compliance, 15 cases (15.3%) had irregular medication, 17 cases (17.3%) died, and 9 cases (9.2%) were lost. Conclusion The proportion of epilepsy treated with multiple drugs and refractory to drugs was lower than the conclusion of previous studies, and the anti-epileptic effect of multiple drugs was positive. Structural causes (stroke, etc.) are the main causes of epilepsy, and brain parasitic infection is a unique factor of high-altitude epilepsy. Strengthening the standardized use of drugs will help improve the treatment status and prognosis of patients.
ObjectiveTo investigate the efficacy and safety of the phase Ⅰ corpus callosotomy in the treatment of adult refractory epilepsy. MethodsWe conducted a retrospective analysis of 56 adults with intractable epilepsy in Tangdu Hospital from January 2011 to July 2016.All patients were treated for the phase Ⅰ total corpus callosotomy, followed up 1~5 years after surgery. Results14 cases (25.0%) patients achieved complete seizure free after surgery, 19 cases (33.9%) whose seizures reduced more than 90%, 10 cases (17.9%) reduced between 50%~90%, 7 cases (12.5%) between 30%~50%, 6 cases (10.7%) decreased below 30%; Drop attacks of 47 cases (83.9%) patients disappeared. Postoperative complications occurred in 13 cases(23.2%), and most of them recovered well. 5 cases(8.9%) had long-term sensory disassociation, no serious complications and death. The percentage of patients reporting improvement in quality of life was 67.9%. ConclusionsFor patients with intractable epilepsy who can not undergo focal resection, Ⅰ phase total corpus callosotomy has a certain effect on reducing seizure frequency, eliminating drop attacks, and improving the quality of life.