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Clinical correlates of negative health events and disparities among adults with epilepsy enrolled in a self-management clinical trial 参加自我管理临床试验的成年癫痫患者的负面健康事件和差异的临床相关性
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-16 DOI: 10.1016/j.eplepsyres.2024.107366
Gena R. Ghearing , Maegan Tyrrell , Jessica Black , Jacqueline Krehel-Montgomery , Joy Yala , Clara Adeniyi , Farren Briggs , Martha Sajatovic
<div><h3>Aims</h3><p>Despite advances in care, people with epilepsy experience negative health events (NHEs), such as seizures, emergency department (ED) visits and hospitalizations. This analysis using baseline data from an epilepsy self-management clinical trial targeting people from rural regions and other underserved populations assessed the relationship between demographic and clinical variables vs. NHEs.</p></div><div><h3>Methods</h3><p>Data to evaluate disparities and clinical correlates was collected using patient surveys from a baseline sample of 94 participants in a larger prospective study of 160 individuals with epilepsy who experienced an NHE within the last six months. Demographic characteristics, mental and physical functional status assessed using 36-Item Short Form Health Survey questionnaire version 2 (SF-36v2), depression assessed with the 9-item Patient Health Questionnaire (PHQ-9), quality of life assessed with the 10-item Quality of Life in Epilepsy Inventory (QOLIE-10), self-efficacy assessed the Epilepsy Self-Efficacy Scale (ESES), social support assessed with the Multidimensional Scale of Perceived Social Support (MSPSS), self-management assessed with the Epilepsy Self-Management Scale (ESMS), and stigma assessed with the Epilepsy Stigma Scale (ESS) were all examined in association with past 6-month total NHE frequency as well as NHE sub-categories of past 30-day and 6-month seizure counts, self-harm attempts, ED visits and hospitalizations. An exploratory evaluation of NHE correlates in relation to the Rural Urban Continuum Code (RUCC) residence classification compared 3 subgroups of increasing rurality. Descriptive statistics were generated for demographic and clinical variables and NHEs, and exploratory analyses compared the distribution of demographic, clinical, and NHE variables by RUCC categorization.</p></div><div><h3>Results</h3><p>The mean age was 38.5 years (SD 11.9), predominantly female (N= 62, 66.0%) and white (N=81, 86.2%). Just a little under half (N=43, 45.7%) of participants had annual incomes of less than $25,000, and 40% (N=38) were rural residents (RUCC >3). The past 6<strong>-</strong>month NHEs count was 20.4 (SD 32.0). Seizures were the most common NHE with a mean 30-day seizure frequency = 5.4 (SD 11.8) and 6-month seizure frequency of 18.7 (SD 31.6). Other NHE types were less common with a past 6-month self-harm frequency of 0.16 (SD 1.55), ED visit frequency of 0.72 (SD 1.10), and hospitalization frequency of 0.28 (SD 1.02). There were few significant demographic and clinical correlates for total and sub-categories of NHEs. Worse physical health status, as measured by the physical component summary (PCS) of the SF-36v2, was significantly associated with 6-month seizure counts (p=.04). There were no significant differences between the 3 RUCC subgroups on demographic variables. However, past 30-day seizure count, past 6-month seizure count and total past 6-month NHE counts were all higher among
目的尽管护理工作取得了进展,但癫痫患者仍会经历负面健康事件(NHEs),如癫痫发作、急诊室就诊和住院。这项分析利用一项癫痫自我管理临床试验的基线数据,评估了人口统计学和临床变量与 NHEs 之间的关系。方法在一项规模更大的前瞻性研究中,对过去六个月内经历过 NHE 的 160 名癫痫患者进行了调查,从 94 名参与者的基线样本中收集了患者调查数据,以评估差异和临床相关性。人口统计学特征、精神和身体功能状况使用 36 项简表健康调查问卷第 2 版(SF-36v2)进行评估,抑郁使用 9 项患者健康问卷(PHQ-9)进行评估,生活质量使用 10 项癫痫生活质量量表(QOLIE-10)进行评估,自我效能使用癫痫自我效能量表(ESES)进行评估、用感知社会支持多维量表 (MSPSS) 评估社会支持,用癫痫自我管理量表 (ESMS) 评估自我管理,用癫痫耻辱感量表 (ESS) 评估耻辱感,这些都与过去 6 个月总 NHE 频率以及过去 30 天和 6 个月癫痫发作次数、自残尝试、急诊室就诊和住院的 NHE 子类别相关联。对与农村城市连续编码(RUCC)居住地分类相关的 NHE 相关性进行了探索性评估,比较了 3 个农村化程度越来越高的亚组。结果平均年龄为 38.5 岁(标清 11.9),主要为女性(62 人,66.0%)和白人(81 人,86.2%)。略低于半数的参与者(43 人,占 45.7%)年收入低于 25,000 美元,40%(38 人)为农村居民(RUCC >3)。过去 6 个月的 NHEs 计数为 20.4(SD 32.0)。癫痫发作是最常见的非健康状态,平均 30 天发作频率为 5.4 次(标准差 11.8 次),6 个月发作频率为 18.7 次(标准差 31.6 次)。其他类型的 NHE 不太常见,过去 6 个月的自残频率为 0.16(SD 1.55),急诊室就诊频率为 0.72(SD 1.10),住院频率为 0.28(SD 1.02)。总的非健康状态和亚健康状态几乎没有明显的人口统计学和临床相关性。以 SF-36v2 体力成分概要 (PCS) 衡量的较差的身体健康状况与 6 个月的癫痫发作次数显著相关(p=.04)。在人口统计学变量方面,3 个 RUCC 亚组之间没有明显差异。然而,过去 30 天的癫痫发作次数、过去 6 个月的癫痫发作次数和过去 6 个月的 NHE 总次数在农村地区的患者中都较高(每个值的 p 值均为 0.01)。身体健康功能较差也与癫痫并发症较多有关。然而,这项分析几乎没有发现成年癫痫患者累积性非健康因素的其他人口统计学和临床相关因素。还需要进一步努力调查生活在农村地区或身体健康功能较差的癫痫患者之间的健康差异。
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引用次数: 0
Pharmacological evaluation of E2730, a novel selective uncompetitive GAT1 inhibitor, on epileptiform activities in resected brain tissues from human focal cortical dysplasia ex vivo 新型选择性非竞争性 GAT1 抑制剂 E2730 对人局灶性皮质发育不良切除脑组织癫痫样活动的药理评估
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-16 DOI: 10.1016/j.eplepsyres.2024.107364
Hiroki Kitaura , Kazuyuki Fukushima , Masafumi Fukuda , Yosuke Ito , Akiyoshi Kakita

Focal cortical dysplasia (FCD) is an important etiology of focal epilepsy in children and adults. However, only a few preclinical models sufficiently reproduce the characteristic histopathologic features of FCD. To improve the success rate of clinical trials for antiseizure medications (ASMs) in patients with FCD, more human-relevant preclinical models are needed, and epileptic foci resected from patients are a powerful tool for this purpose. Here, we conducted ex vivo studies using epileptic foci resected from patients with FCD type II to evaluate the pharmacologic effects of the ASM candidate E2730, a selective uncompetitive inhibitor of γ-aminobutyric acid transporter 1. We used the same ex vivo assay system to assess carbamazepine (CBZ), an ASM often prescribed for focal epilepsy, as a reference. At the higher dose tested (200 µM), both E2730 and CBZ suppressed spontaneous epileptiform activities almost completely. At the lower dose (100 µM), CBZ reduced the area of brain tissue showing epileptiform activity, whereas E2730 significantly decreased the number of epileptiforms. These findings suggest that E2730—both as a single agent and in combination with CBZ—merits evaluation in clinical trials involving patients with FCD.

局灶性皮质发育不良(FCD)是儿童和成人局灶性癫痫的重要病因。然而,只有少数临床前模型能充分再现 FCD 的组织病理学特征。为了提高 FCD 患者抗癫痫药物(ASMs)临床试验的成功率,需要更多与人类相关的临床前模型,而从患者身上切除的癫痫灶是实现这一目的的有力工具。在这里,我们利用从 FCD II 型患者身上切除的癫痫灶进行了体外研究,以评估 ASM 候选药物 E2730 的药理作用。E2730 是一种选择性非竞争性的 γ-氨基丁酸转运体 1 抑制剂。我们使用相同的体内外检测系统来评估卡马西平(CBZ)的药效,CBZ 是一种常用于治疗局灶性癫痫的 ASM。在测试的较高剂量(200 µM)下,E2730和CBZ都几乎完全抑制了自发性癫痫样活动。在较低剂量(100 µM)下,CBZ 减少了显示癫痫样活动的脑组织面积,而 E2730 则显著减少了癫痫样的数量。这些研究结果表明,E2730--无论是作为单药还是与 CBZ 联用--都值得在涉及 FCD 患者的临床试验中进行评估。
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引用次数: 0
Current practice and safety measures in epilepsy monitoring units in the Gulf Cooperation Council Countries: A cross-sectional study 海湾合作委员会国家癫痫监测单位的现行做法和安全措施:横断面研究
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-13 DOI: 10.1016/j.eplepsyres.2024.107361
Bandar N. Aljafen , Ruwa A. Alneseyan , Mohamed H. Bahr , Taim A. Muayqil , Faisal Al-Otaibi

Background

An increasing number of Epilepsy Monitoring Units (EMU) display various practices and safety protocols. EMU settings should meet clear, standardized safety protocols to avoid seizure adverse events (SAE). We aim to provide the foundational framework facilitating the establishment of unified evidence-based safety regulations to address the practices and safety measures implemented within the Gulf Cooperation Council (GCC).

Methods

In this cross-sectional study, EMU directors in the GCC were contacted directly by phone to personally complete an electronic 37-item questionnaire sent via text messages and email. From January 2021–December 2021.

Results

Seventeen EMUs from six GCC countries participated in the study. All EMU directors responded to the study. Twelve (70.6%) EMUs monitored adults and children, five (29.4%) monitored adults, and none monitored children only. The number of certified epileptologists in the EMUs ranged from one to eight per unit. Fifteen (88.2%) EMUs applied a continuous observation pattern, whereas two (11.8%) performed daytime only. The precautions most commonly used in the video Electroencephalogram (EEG) were seizure pads and bedside oxygen in 15 EMUs (88.2%). For invasive EEG, seizure pads were used in 9 EMUs (52.9%), %) and IV access in 8 EMUs (47.1%). The occurrence of adverse events varied among EMUs. The most common conditions were postictal psychosis 10 (58.8%), injuries 7 (41.2%), and status epilepticus 6 (35.3%). Falls were mainly related to missed seizures or delayed recognition by video monitors in 8 EMUs (47.1%). The extended EMU stay was because of an insufficient number of recorded seizures in 16 EMUs (94.1%), poor seizure lateralization and localization in 10 (58.8%), and re-introduction of AEDs in nine (52.9%). All EMUs had written acute seizure and status epilepticus management protocols. A postictal psychosis management protocol was available for 10 (58.8%). Medications were withdrawn before admission in 6 EMUs (35.3%). The specific medication withdrawal speed protocol upon admission was available in 7 EMUs (41.2%). Pre-admission withdrawal of medication demonstrated a shorter length of stay in both video and invasive EEG, which was statistically significant (ρ (15) = −.529, p =.029; ρ (7) = −.694, p =.038; respectively).

Conclusion

The practice and safety regulations of EMUs in the GCC vary widely. Each EMU reported the occurrences of SAE and injuries. Precautions, protective measures, and management protocols must be reassessed to minimize the number of SAEs and increase the safety of the EMU.

背景越来越多的癫痫监护室(EMU)采用各种不同的做法和安全协议。EMU 的设置应符合明确、标准化的安全协议,以避免癫痫发作不良事件 (SAE)。我们的目标是提供基础框架,促进建立统一的循证安全法规,以解决海湾合作委员会(GCC)内实施的做法和安全措施。方法在这项横断面研究中,我们通过电话直接联系了海湾合作委员会的癫痫监测室主任,让他们亲自填写通过短信和电子邮件发送的 37 项电子问卷。结果来自六个海湾合作委员会国家的 17 所教育管理大学参与了这项研究。所有教育管理单位的负责人都对研究做出了回应。12家(70.6%)癫痫监护病房同时监护成人和儿童,5家(29.4%)监护成人,没有一家只监护儿童。每个监护病房的认证癫痫专家人数从1人到8人不等。15个监护室(88.2%)采用连续观察模式,而2个监护室(11.8%)仅在白天进行观察。在视频脑电图(EEG)中,最常用的预防措施是癫痫发作垫和床边吸氧,有15个监护病房(88.2%)采用了这种方法。在有创脑电图检查中,9 个监护病房(52.9%)使用了癫痫发作垫,8 个监护病房(47.1%)使用了静脉通路。)各监护病房的不良事件发生率各不相同。最常见的情况是发作后精神病 10 例(58.8%)、受伤 7 例(41.2%)和癫痫状态 6 例(35.3%)。在8个监护病房(47.1%)中,跌倒主要与错过癫痫发作或视频监控器识别延迟有关。有16个监护病房(94.1%)因记录的癫痫发作次数不足,10个监护病房(58.8%)因癫痫发作侧位和定位不清,9个监护病房(52.9%)因重新使用AEDs而延长了监护病房的逗留时间。所有监护病房都制定了书面的急性发作和癫痫状态管理方案。有10所监护病房(58.8%)制定了发作后精神病治疗方案。6所监护病房(35.3%)在入院前已停药。有7个监护病房(41.2%)在入院时制定了具体的停药速度方案。入院前停药缩短了视频和有创脑电图的住院时间,具有统计学意义(ρ (15) = -.529, p =.029; ρ (7) = -.694, p =.038;分别为)。每个监测单位都报告了 SAE 和伤害的发生情况。必须重新评估预防措施、保护措施和管理规程,以最大限度地减少 SAE 的数量,提高监护病房的安全性。
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引用次数: 0
Early versus late switch over of antiseizure medications from intravenous to the oral route in children with seizures: Single-blinded, randomized controlled trial (ELAIO trial) 癫痫发作儿童抗癫痫药物从静脉途径转为口服途径的早期与晚期对比:单盲随机对照试验(ELAIO 试验)
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-12 DOI: 10.1016/j.eplepsyres.2024.107360
Prateek Kumar Panda , Sanjot Bhardwaj , Vignesh Kaniyappan Murugan , Aman Elwadhi , Puneet Dhamija , Lokesh Tiwari , Indar Kumar Sharawat

Introduction

Early switch-over of anti-seizure medications (ASMs) from intravenous to oral route may reduce the duration of hospitalization, drug acquisition costs, and behavioral upset in hospitalized children with seizures.

Objective

The primary objective was to compare short-term seizure recurrence within 1 week in hospitalized children aged 1 month to 18 years with new-onset/breakthrough seizures after an early versus late switch-over from intravenous to the oral route of ASMs. Secondary objectives were to compare the incidence of status epilepticus, duration of hospital stay, drug acquisition costs, and caregiver-reported satisfaction scores in both groups.

Methods

In this single-blind randomized controlled trial, patients with seizures were categorized based on the number of ASMs required and the history of status epilepticus. Patients in each category were randomized in a 1:1 ratio into either early or late switch-over (ES or LS) groups. In the ES groups, ASMs were tapered one-by-one between 0 and 24 hours of seizure freedom, while in the LS groups, they were tapered one-by-one between 24 and 48 hours of seizure freedom.

Results

A total of 112 children were enrolled in the study, with 56 in each arm. Seizure recurrence at 1 week and 12 weeks was comparable in ES and LS groups (3/55 vs. 1/54 at 1 week, p=0.61; 7/49 vs. 6/49 at 12 weeks, p=0.98). Drug acquisition costs were significantly lower in the ES group (393±274 vs. 658±568 INR, p=0.002). Thrombophlebitis and dysphoria were significantly more common in the LS group (p=0.008 and 0.03, respectively).

Conclusion

The early switch-over of ASMs from intravenous to oral route is safe without any significant increased risk of short-term seizure recurrence and also associated with a reduction in the incidence of thrombophlebitis and ASM acquisition costs.

Trial registration No

CTRI/2021/03/032145

导言抗癫痫药物(ASMs)从静脉注射到口服途径的早期转换可减少住院儿童癫痫发作的住院时间、药物采购成本和行为不安。目的主要目的是比较1个月至18岁新发/突破性癫痫发作的住院儿童在抗癫痫药物从静脉注射到口服途径的早期和晚期转换后1周内的短期癫痫复发情况。次要目标是比较两组患者的癫痫状态发生率、住院时间、药物采购成本和护理人员报告的满意度评分。方法在这项单盲随机对照试验中,根据所需的 ASMs 数量和癫痫状态病史对癫痫发作患者进行分类。每类患者按 1:1 的比例随机分为早期或晚期转换组(ES 组或 LS 组)。在 ES 组中,ASMs 在无癫痫发作的 0 到 24 小时之间逐次递减,而在 LS 组中,ASMs 在无癫痫发作的 24 到 48 小时之间逐次递减。ES组和LS组在1周和12周时的癫痫复发率相当(1周时3/55对1/54,P=0.61;12周时7/49对6/49,P=0.98)。ES 组的药物采购成本明显较低(393±274 INR vs. 658±568 INR,p=0.002)。结论早期将 ASM 从静脉途径转换为口服途径是安全的,不会显著增加短期癫痫复发的风险,同时还降低了血栓性静脉炎的发生率和 ASM 的购置成本。
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引用次数: 0
Modulation index predicts the effect of ethosuximide on developmental and epileptic encephalopathy with spike-and-wave activation in sleep 调节指数可预测乙琥胺对发育性癫痫脑病和睡眠中尖波激活癫痫脑病的影响
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-04 DOI: 10.1016/j.eplepsyres.2024.107359
Takashi Shibata, Hiroki Tsuchiya, Mari Akiyama, Tomoyuki Akiyama, Katsuhiro Kobayashi

Purpose

In developmental and epileptic encephalopathy with spike-and-wave activation in sleep (DEE-SWAS), the thalamocortical network is suggested to play an important role in the pathophysiology of the progression from focal epilepsy to DEE-SWAS. Ethosuximide (ESM) exerts effects by blocking T-type calcium channels in thalamic neurons. With the thalamocortical network in mind, we studied the prediction of ESM effectiveness in DEE-SWAS treatment using phase-amplitude coupling (PAC) analysis.

Methods

We retrospectively enrolled children with DEE-SWAS who had an electroencephalogram (EEG) recorded between January 2009 and September 2022 and were prescribed ESM at Okayama University Hospital. Only patients whose EEG showed continuous spike-and-wave during sleep were included. We extracted 5-min non-rapid eye movement sleep stage N2 segments from EEG recorded before starting ESM. We calculated the modulation index (MI) as the measure of PAC in pair combination comprising one of two fast oscillation types (gamma, 40–80 Hz; ripples, 80–150 Hz) and one of five slow-wave bands (delta, 0.5–1, 1–2, 2–3, and 3–4 Hz; theta, 4–8 Hz), and compared it between ESM responders and non-responders.

Results

We identified 20 children with a diagnosis of DEE-SWAS who took ESM. Fifteen were ESM responders. Regarding gamma oscillations, significant differences were seen only in MI with 0.5–1 Hz slow waves in the frontal pole and occipital regions. Regarding ripples, ESM responders had significantly higher MI in coupling with all slow waves in the frontal pole region, 0.5–1, 3–4, and 4–8 Hz slow waves in the frontal region, 3–4 Hz slow waves in the parietal region, 0.5–1, 2–3, 3–4, and 4–8 Hz slow waves in the occipital region, and 3–4 Hz slow waves in the anterior-temporal region.

Significance

High MI in a wider area of the brain may represent the epileptic network mediated by the thalamus in DEE-SWAS and may be a predictor of ESM effectiveness.

目的在伴有睡眠中尖波激活的发育性和癫痫性脑病(DEE-SWAS)中,丘脑皮质网络被认为在从局灶性癫痫发展到 DEE-SWAS 的病理生理学过程中起着重要作用。乙琥胺(ESM)通过阻断丘脑神经元中的 T 型钙通道发挥作用。考虑到丘脑皮层网络,我们研究了利用相位-振幅耦合(PAC)分析预测ESM在DEE-SWAS治疗中的有效性。方法我们回顾性地纳入了2009年1月至2022年9月期间在冈山大学医院记录脑电图(EEG)并接受ESM治疗的DEE-SWAS患儿。只有在睡眠期间脑电图显示连续尖波的患者才被纳入研究范围。我们从开始ESM前记录的脑电图中提取了5分钟的非快速眼动睡眠阶段N2片段。我们计算了调制指数(MI),以此来衡量由两种快波振荡类型(γ,40-80 Hz;波纹,80-150 Hz)之一和五个慢波波段(delta,0.5-1、1-2、2-3 和 3-4 Hz;theta,4-8 Hz)之一组成的成对组合中的 PAC。其中15名儿童对ESM有反应。在伽马振荡方面,只有在额极和枕叶区出现0.5-1赫兹慢波的MI才有显著差异。在波纹方面,ESM 反应者的 MI 与额极区所有慢波、额叶区 0.5-1、3-4 和 4-8 Hz 慢波、顶叶区 3-4 Hz 慢波、额叶区 0.5-1、2-3、3-4 和 4-8 Hz 慢波的耦合明显更高。意义在大脑更广泛区域的高MI可能代表了DEE-SWAS中由丘脑介导的癫痫网络,并可能是ESM有效性的预测因素。
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引用次数: 0
Nonadherence to antiepileptic medication and associated factors among persons with epilepsy in India: A systematic review and meta-analysis 印度癫痫患者不坚持服用抗癫痫药物及相关因素:系统回顾和荟萃分析
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-03 DOI: 10.1016/j.eplepsyres.2024.107358
Aditya Pratap Singh, Vaibhav Chaudhary, Sweta Kumari, Deepali Dhir, Varsha Devi, Biplab Pal

Background

Nonadherence to antiepileptic drugs (AEDs) is a prevalent issue in India, contributing to suboptimal seizure control, higher morbidity and mortality, increased hospitalization rates, and a substantial effect on the overall quality of life for individuals with epilepsy.

Objectives

This study aimed to measure the prevalence of medication adherence among individuals with epilepsy in India and to identify factors associated with nonadherence.

Methods

Following PRISMA guidelines, we searched PubMed, Scopus, Embase, and Google Scholar for studies on AED adherence in India. Quality assessment employed Newcastle Ottawa Scale adapted for cross-sectional studies. Pooled prevalence was ascertained using a random-effects model in R software (version 4.2.2), with a 95% confidence interval. Heterogeneity was estimated with the I2 statistic, and publication bias was appraised via a funnel plot. Subgroup analyses, based on study region and adherence measurement tool, were done to investigate heterogeneity.

Results

Nine cross-sectional studies with 1772 participants were analyzed. The pooled prevalence of adherence to AEDs in India stood at 49.9% (95% CI: 39.8%-60.1%). Subgroup analyses showed comparable adherence rates in the South (50.9%) and North (46.5%) regions of India. However, adherence rates varied substantially based on the measurement tool: Morisky Medication Adherence Scale-4 (MMAS-4) reported 71.3%, MMAS-8 indicated 45.9%, and Morisky Green Levine (MGL) adherence scale exhibited 42.0%. Factors contributing to non-adherence to antiepileptic therapies involved poor socioeconomic status, lower education levels, polytherapy, drug-related side effects, and substance abuse.

Conclusions

Almost half of persons with epilepsy in India were non-adherent to their AEDs. This underscores the importance for healthcare professionals to pay greater attention to improving the adherence rate to AEDs within the healthcare service.

背景在印度,不坚持服用抗癫痫药物(AEDs)是一个普遍存在的问题,它导致癫痫发作控制不理想、发病率和死亡率升高、住院率增加,并严重影响了癫痫患者的整体生活质量。本研究旨在测量印度癫痫患者的服药依从性,并确定与不依从性相关的因素。方法按照 PRISMA 指南,我们检索了 PubMed、Scopus、Embase 和 Google Scholar,以寻找印度 AED 依从性方面的研究。质量评估采用了针对横断面研究改编的纽卡斯尔-渥太华量表。使用 R 软件(4.2.2 版)中的随机效应模型确定了汇总患病率,并得出了 95% 的置信区间。异质性通过 I2 统计量进行估计,发表偏倚通过漏斗图进行评估。根据研究地区和依从性测量工具进行了分组分析,以调查异质性。在印度,AEDs 的总体依从率为 49.9%(95% CI:39.8%-60.1%)。亚组分析显示,印度南部地区(50.9%)和北部地区(46.5%)的依从率相当。然而,根据测量工具的不同,依从率也有很大差异:莫里斯基用药依从性量表-4(MMAS-4)显示为 71.3%,MMAS-8 显示为 45.9%,莫里斯基格林莱文(MGL)依从性量表显示为 42.0%。导致不坚持抗癫痫治疗的因素包括社会经济地位低下、教育水平较低、多重治疗、与药物有关的副作用以及药物滥用。这突出表明,医疗保健专业人员必须更加重视提高医疗保健服务中的AED依从率。
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引用次数: 0
Development and prospective clinical validation of a convolutional neural network for automated detection and segmentation of focal cortical dysplasias 用于自动检测和分割局灶性皮质发育不良的卷积神经网络的开发和前瞻性临床验证
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-04-03 DOI: 10.1016/j.eplepsyres.2024.107357
Vicky Chanra , Agata Chudzinska , Natalia Braniewska , Bartosz Silski , Brigitte Holst , Thomas Sauvigny , Stefan Stodieck , Sirko Pelzl , Patrick M. House

Purpose

Focal cortical dysplasias (FCDs) are a leading cause of drug-resistant epilepsy. Early detection and resection of FCDs have favorable prognostic implications for postoperative seizure freedom. Despite advancements in imaging methods, FCD detection remains challenging. House et al. (2021) introduced a convolutional neural network (CNN) for automated FCD detection and segmentation, achieving a sensitivity of 77.8%. However, its clinical applicability was limited due to a low specificity of 5.5%. The objective of this study was to improve the CNN’s performance through data-driven training and algorithm optimization, followed by a prospective validation on daily-routine MRIs.

Material and methods

A dataset of 300 3 T MRIs from daily clinical practice, including 3D T1 and FLAIR sequences, was prospectively compiled. The MRIs were visually evaluated by two neuroradiologists and underwent morphometric assessment by two epileptologists. The dataset included 30 FCD cases (11 female, mean age: 28.1 ± 10.1 years) and a control group of 150 normal cases (97 female, mean age: 32.8 ± 14.9 years), along with 120 non-FCD pathological cases (64 female, mean age: 38.4 ± 18.4 years). The dataset was divided into three subsets, each analyzed by the CNN. Subsequently, the CNN underwent a two-phase-training process, incorporating subset MRIs and expert-labeled FCD maps. This training employed both classical and continual learning techniques. The CNN’s performance was validated by comparing the baseline model with the trained models at two training levels.

Results

In prospective validation, the best model trained using continual learning achieved a sensitivity of 90.0%, specificity of 70.0%, and accuracy of 72.0%, with an average of 0.41 false positive clusters detected per MRI. For FCD segmentation, an average Dice coefficient of 0.56 was attained. The model’s performance improved in each training phase while maintaining a high level of sensitivity. Continual learning outperformed classical learning in this regard.

Conclusions

Our study presents a promising CNN for FCD detection and segmentation, exhibiting both high sensitivity and specificity. Furthermore, the model demonstrates continuous improvement with the inclusion of more clinical MRI data. We consider our CNN a valuable tool for automated, examiner-independent FCD detection in daily clinical practice, potentially addressing the underutilization of epilepsy surgery in drug-resistant focal epilepsy and thereby improving patient outcomes.

目的局灶性皮质发育不良(FCD)是导致耐药性癫痫的一个主要原因。早期发现并切除 FCDs 对术后癫痫发作自由度的预后具有有利影响。尽管成像方法不断进步,但 FCD 的检测仍具有挑战性。House 等人(2021 年)采用卷积神经网络 (CNN) 自动检测和分割 FCD,灵敏度达到 77.8%。然而,由于其特异性较低,仅为 5.5%,其临床适用性受到了限制。本研究的目的是通过数据驱动的训练和算法优化来提高 CNN 的性能,然后在日常常规 MRI 上进行前瞻性验证。核磁共振成像由两名神经放射学专家进行视觉评估,并由两名癫痫专家进行形态计量学评估。数据集包括 30 例 FCD 病例(女性 11 例,平均年龄:28.1 ± 10.1 岁)和由 150 例正常病例(女性 97 例,平均年龄:32.8 ± 14.9 岁)组成的对照组,以及 120 例非 FCD 病理病例(女性 64 例,平均年龄:38.4 ± 18.4 岁)。数据集被分为三个子集,每个子集都由 CNN 进行分析。随后,CNN 结合子集 MRI 和专家标注的 FCD 地图进行了两阶段训练。这种训练采用了经典和持续学习技术。结果在前瞻性验证中,使用持续学习技术训练的最佳模型灵敏度为 90.0%,特异度为 70.0%,准确度为 72.0%,平均每个 MRI 检测到 0.41 个假阳性簇。在 FCD 分割方面,平均 Dice 系数为 0.56。该模型的性能在每个训练阶段都有所提高,同时保持了较高的灵敏度。结论我们的研究提出了一种用于 FCD 检测和分割的有前途的 CNN,它表现出很高的灵敏度和特异性。此外,随着更多临床磁共振成像数据的加入,该模型也在不断改进。我们认为我们的 CNN 是在日常临床实践中自动、独立于检查者的 FCD 检测的重要工具,有可能解决耐药局灶性癫痫中癫痫手术利用率不足的问题,从而改善患者的预后。
{"title":"Development and prospective clinical validation of a convolutional neural network for automated detection and segmentation of focal cortical dysplasias","authors":"Vicky Chanra ,&nbsp;Agata Chudzinska ,&nbsp;Natalia Braniewska ,&nbsp;Bartosz Silski ,&nbsp;Brigitte Holst ,&nbsp;Thomas Sauvigny ,&nbsp;Stefan Stodieck ,&nbsp;Sirko Pelzl ,&nbsp;Patrick M. House","doi":"10.1016/j.eplepsyres.2024.107357","DOIUrl":"https://doi.org/10.1016/j.eplepsyres.2024.107357","url":null,"abstract":"<div><h3>Purpose</h3><p>Focal cortical dysplasias (FCDs) are a leading cause of drug-resistant epilepsy. Early detection and resection of FCDs have favorable prognostic implications for postoperative seizure freedom. Despite advancements in imaging methods, FCD detection remains challenging. House et al. (<em>2021</em>) introduced a convolutional neural network (CNN) for automated FCD detection and segmentation, achieving a sensitivity of 77.8%. However, its clinical applicability was limited due to a low specificity of 5.5%. The objective of this study was to improve the CNN’s performance through data-driven training and algorithm optimization, followed by a prospective validation on daily-routine MRIs.</p></div><div><h3>Material and methods</h3><p>A dataset of 300 3 T MRIs from daily clinical practice, including 3D T1 and FLAIR sequences, was prospectively compiled. The MRIs were visually evaluated by two neuroradiologists and underwent morphometric assessment by two epileptologists. The dataset included 30 FCD cases (11 female, mean age: 28.1 ± 10.1 years) and a control group of 150 normal cases (97 female, mean age: 32.8 ± 14.9 years), along with 120 non-FCD pathological cases (64 female, mean age: 38.4 ± 18.4 years). The dataset was divided into three subsets, each analyzed by the CNN. Subsequently, the CNN underwent a two-phase-training process, incorporating subset MRIs and expert-labeled FCD maps. This training employed both classical and continual learning techniques. The CNN’s performance was validated by comparing the baseline model with the trained models at two training levels.</p></div><div><h3>Results</h3><p>In prospective validation, the best model trained using continual learning achieved a sensitivity of 90.0%, specificity of 70.0%, and accuracy of 72.0%, with an average of 0.41 false positive clusters detected per MRI. For FCD segmentation, an average Dice coefficient of 0.56 was attained. The model’s performance improved in each training phase while maintaining a high level of sensitivity. Continual learning outperformed classical learning in this regard.</p></div><div><h3>Conclusions</h3><p>Our study presents a promising CNN for FCD detection and segmentation, exhibiting both high sensitivity and specificity. Furthermore, the model demonstrates continuous improvement with the inclusion of more clinical MRI data. We consider our CNN a valuable tool for automated, examiner-independent FCD detection in daily clinical practice, potentially addressing the underutilization of epilepsy surgery in drug-resistant focal epilepsy and thereby improving patient outcomes.</p></div>","PeriodicalId":11914,"journal":{"name":"Epilepsy Research","volume":"202 ","pages":"Article 107357"},"PeriodicalIF":2.2,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140351051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Designing next-generation subscalp devices for seizure monitoring: A systematic review and meta-analysis of established extracranial hardware 设计用于癫痫发作监测的下一代头皮下装置:对现有颅外硬件的系统回顾和荟萃分析
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-03-30 DOI: 10.1016/j.eplepsyres.2024.107356
Sabry L. Barlatey , George Kouvas , Aleksander Sobolewski , Andreas Nowacki , Claudio Pollo , Maxime O. Baud

Implantable brain recording and stimulation devices apply to a broad spectrum of conditions, such as epilepsy, movement disorders and depression. For long-term monitoring and neuromodulation in epilepsy patients, future extracranial subscalp implants may offer a promising, less-invasive alternative to intracranial neurotechnologies. To inform the design and assess the safety profile of such next-generation devices, we estimated extracranial complication rates of deep brain stimulation (DBS), cranial peripheral nerve stimulation (PNS), responsive neurostimulation (RNS) and existing subscalp EEG devices (sqEEG), as proxy for future implants. Pubmed was searched systematically for DBS, PNS, RNS and sqEEG studies from 2000 to February 2024 (48 publications, 7329 patients). We identified seven categories of extracranial adverse events: infection, non-infectious cutaneous complications, lead migration, lead fracture, hardware malfunction, pain and hemato-seroma. We used cohort sizes, demographics and industry funding as metrics to assess risks of bias. An inverse variance heterogeneity model was used for pooled and subgroup meta-analysis. The pooled incidence of extracranial complications reached 14.0%, with infections (4.6%, CI 95% [3.2 – 6.2]), surgical site pain (3.2%, [0.6 – 6.4]) and lead migration (2.6%, [1.0 – 4.4]) as leading causes. Subgroup analysis showed a particularly high incidence of persisting pain following PNS (12.0%, [6.8 – 17.9]) and sqEEG (23.9%, [12.7 – 37.2]) implantation. High rates of lead migration (12.4%, [6.4 – 19.3]) were also identified in the PNS subgroup. Complication analysis of DBS, PNS, RNS and sqEEG studies provides a significant opportunity to optimize the safety profile of future implantable subscalp devices for chronic EEG monitoring. Developing such promising technologies must address the risks of infection, surgical site pain, lead migration and skin erosion. A thin and robust design, coupled to a lead-anchoring system, shall enhance the durability and utility of next-generation subscalp implants for long-term EEG monitoring and neuromodulation.

植入式脑记录和刺激装置适用于多种疾病,如癫痫、运动障碍和抑郁症。对于癫痫患者的长期监测和神经调控,未来的颅外头皮下植入物可能会成为颅内神经技术的一种前景广阔的微创替代方案。为了给此类下一代设备的设计提供信息并评估其安全性,我们估算了脑深部刺激(DBS)、颅内周围神经刺激(PNS)、反应性神经刺激(RNS)和现有头皮下脑电图设备(sqEEG)的颅外并发症发生率,以此作为未来植入物的替代方案。我们在 Pubmed 上系统检索了 2000 年至 2024 年 2 月期间的 DBS、PNS、RNS 和 sqEEG 研究(48 篇出版物,7329 名患者)。我们确定了七类颅外不良事件:感染、非感染性皮肤并发症、导线移位、导线断裂、硬件故障、疼痛和血肿。我们使用队列规模、人口统计学和行业资助作为评估偏倚风险的指标。汇总和亚组荟萃分析采用了反方差异质性模型。颅外并发症的总发生率达到 14.0%,其中感染(4.6%,CI 95% [3.2-6.2])、手术部位疼痛(3.2%,[0.6-6.4])和导线移位(2.6%,[1.0-4.4])是主要原因。亚组分析显示,PNS(12.0%,[6.8 - 17.9])和 sqEEG(23.9%,[12.7 - 37.2])植入术后持续疼痛的发生率特别高。在 PNS 亚组中也发现了较高的导线移位率(12.4%,[6.4 - 19.3])。对 DBS、PNS、RNS 和 sqEEG 研究的并发症分析为优化未来用于慢性脑电图监测的头皮下植入式设备的安全性提供了重要机会。开发此类前景广阔的技术必须解决感染、手术部位疼痛、导线移位和皮肤侵蚀等风险。纤薄而坚固的设计加上导线锚定系统,将提高下一代头皮下植入物用于长期脑电图监测和神经调节的耐用性和实用性。
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引用次数: 0
Alterations in HCN1 expression and distribution during epileptogenesis in rats 大鼠癫痫发生过程中 HCN1 表达和分布的变化
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-03-24 DOI: 10.1016/j.eplepsyres.2024.107355
Ke Zhao , Yinchao Li , Huanling Lai , Ruili Niu , Huifeng Li , Shipei He , Zhengwei Su , Yue Gui , Lijie Ren , Xiaofeng Yang , Liemin Zhou

Background

The hyperpolarization-activated cyclic nucleotide-gated cation channel (HCN1) is predominantly located in key regions associated with epilepsy, such as the neocortex and hippocampus. Under normal physiological conditions, HCN1 plays a crucial role in the excitatory and inhibitory regulation of neuronal networks. In temporal lobe epilepsy, the expression of HCN1 is decreased in the hippocampi of both animal models and patients. However, whether HCN1 expression changes during epileptogenesis preceding spontaneous seizures remains unclear.

Objective

The aim of this study was to determine whether the expression of HCN1 is altered during the epileptic prodromal phase, thereby providing evidence for its role in epileptogenesis.

Methods

We utilized a cobalt wire-induced rat epilepsy model to observe changes in HCN1 during epileptogenesis and epilepsy. Additionally, we also compared HCN1 alterations in epileptogenic tissues between cobalt wire- and pilocarpine-induced epilepsy rat models. Long-term video EEG recordings were used to confirm seizures development. Transcriptional changes, translation, and distribution of HCN1 were assessed using high-throughput transcriptome sequencing, total protein extraction, membrane and cytoplasmic protein fractionation, western blotting, immunohistochemistry, and immunofluorescence techniques.

Results

In the cobalt wire-induced rat epilepsy model during the epileptogenesis phase, total HCN1 mRNA and protein levels were downregulated. Specifically, the membrane expression of HCN1 was decreased, whereas cytoplasmic HCN1 expression showed no significant change. The distribution of HCN1 in the distal dendrites of neurons decreased. During the epilepsy period, similar HCN1 alterations were observed in the neocortex of rats with cobalt wire-induced epilepsy and hippocampus of rats with lithium pilocarpine-induced epilepsy, including downregulation of mRNA levels, decreased total protein expression, decreased membrane expression, and decreased distal dendrite expression.

Conclusions

Alterations in HCN1 expression and distribution are involved in epileptogenesis beyond their association with seizure occurrence. Similarities in HCN1 alterations observed in epileptogenesis-related tissues from different models suggest a shared pathophysiological pathway in epileptogenesis involving HCN1 dysregulation. Therefore, the upregulation of HCN1 expression in neurons, maintenance of the HCN1 membrane, and distal dendrite distribution in neurons may represent promising disease-modifying strategies in epilepsy.

背景超极化激活的环核苷酸门控阳离子通道(HCN1)主要位于与癫痫相关的关键区域,如新皮质和海马。在正常生理条件下,HCN1 在神经元网络的兴奋和抑制调节中发挥着至关重要的作用。在颞叶癫痫中,动物模型和患者的海马中 HCN1 的表达都会减少。本研究旨在确定 HCN1 的表达在癫痫前驱期是否发生改变,从而为其在癫痫发生中的作用提供证据。方法我们利用钴线诱导的大鼠癫痫模型观察 HCN1 在癫痫发生和癫痫期间的变化。此外,我们还比较了钴线诱导癫痫大鼠模型和皮质类固醇诱导癫痫大鼠模型致痫组织中 HCN1 的变化。长期视频脑电图记录用于确认癫痫的发展。采用高通量转录组测序、总蛋白提取、膜和细胞质蛋白分馏、Western 印迹、免疫组织化学和免疫荧光技术评估了 HCN1 的转录变化、翻译和分布。具体而言,HCN1的膜表达量减少,而细胞质中HCN1的表达量无明显变化。HCN1 在神经元远端树突的分布减少。在癫痫期间,钴线诱导的癫痫大鼠的新皮质和锂皮质激素诱导的癫痫大鼠的海马中也观察到了类似的 HCN1 改变,包括 mRNA 水平下调、总蛋白表达量减少、膜表达量减少和远端树突表达量减少。在不同模型的癫痫发生相关组织中观察到的 HCN1 改变的相似性表明,癫痫发生的共同病理生理途径涉及 HCN1 失调。因此,神经元中HCN1表达的上调、HCN1膜的维持以及远端树突在神经元中的分布可能代表着有前景的癫痫疾病调节策略。
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引用次数: 0
Re-exploring the relationship between skull thickness and alpha asymmetry: A CT/MR imaging correlation study 重新探讨头骨厚度与阿尔法不对称之间的关系:CT/MR 成像相关性研究
IF 2.2 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-03-21 DOI: 10.1016/j.eplepsyres.2024.107353
T.A. Sangeeth , A. Asranna , R. Kenchaiah , R.C. Mundlamuri , LG Viswanathan , K. Kulanthaivelu , Thennarasu Kandavel , S. Sinha

Objective

The alpha rhythm has been a subject of research for the past few decades. Right-left alpha amplitude asymmetry is a common phenomenon. Several explanations have been proposed to explain this asymmetry, including differences in skull thickness. Our research aims to improve our understanding of the relationship between alpha asymmetry and skull thickness as measured by CT/MRI images.

Methods

We analyzed EEGs to study alpha rhythm characteristics. Alpha rhythm amplitude was measured using peak-to-peak values in O1 and O2 reference channels. Significant alpha asymmetry was defined as exceeding 20%. Skull thickness differences at corresponding locations were determined through CT/MRI scans. We examined the correlation between alpha and skull thickness asymmetry using Kruskal-Wallis, Spearman correlation, and median regression.

Results

We examined 401 EEGs and images, categorizing patients into three groups based on alpha asymmetry. Group 1(n= 211) had less than 20 percent alpha asymmetry, Group 2(n=107) showed higher right-side alpha amplitudes, and Group 3(n= 83) displayed higher left-side alpha amplitudes. Our analysis revealed a significant association between groups with asymmetry and skull thickness differences (p<0.001), with a Spearman correlation (Rs) of −0.25 (p<0.001), indicating a significant negative correlation. After adjusting for age, sex, and handedness, Median Regression confirmed a statistically significant variation in skull thickness difference among the groups.

Significance

The present study involving a large cohort, the first of its kind, demonstrated a significant relationship between alpha amplitude asymmetry and skull thickness.

目标α节律在过去几十年中一直是一个研究课题。左右阿尔法振幅不对称是一种常见现象。有几种解释可以解释这种不对称,包括头骨厚度的差异。我们的研究旨在加深我们对α不对称与 CT/MRI 图像测量的头骨厚度之间关系的理解。α节律振幅使用 O1 和 O2 参考通道的峰峰值进行测量。明显的阿尔法不对称被定义为超过 20%。通过 CT/MRI 扫描确定了相应位置的颅骨厚度差异。我们使用 Kruskal-Wallis、Spearman 相关性和中位回归法研究了阿尔法和颅骨厚度不对称之间的相关性。第一组(n= 211)α不对称程度低于 20%,第二组(n= 107)右侧α振幅较高,第三组(n= 83)左侧α振幅较高。我们的分析表明,不对称与颅骨厚度差异的组别之间存在显著关联(p<0.001),斯皮尔曼相关性(Rs)为-0.25(p<0.001),表明存在显著负相关。在对年龄、性别和惯用手进行调整后,中位回归证实各组之间的颅骨厚度差异具有显著的统计学差异。 意义本研究涉及一个大型群组,是同类研究中的第一项,证明了阿尔法振幅不对称与颅骨厚度之间存在显著关系。
{"title":"Re-exploring the relationship between skull thickness and alpha asymmetry: A CT/MR imaging correlation study","authors":"T.A. Sangeeth ,&nbsp;A. Asranna ,&nbsp;R. Kenchaiah ,&nbsp;R.C. Mundlamuri ,&nbsp;LG Viswanathan ,&nbsp;K. Kulanthaivelu ,&nbsp;Thennarasu Kandavel ,&nbsp;S. Sinha","doi":"10.1016/j.eplepsyres.2024.107353","DOIUrl":"https://doi.org/10.1016/j.eplepsyres.2024.107353","url":null,"abstract":"<div><h3>Objective</h3><p>The alpha rhythm has been a subject of research for the past few decades. Right-left alpha amplitude asymmetry is a common phenomenon. Several explanations have been proposed to explain this asymmetry, including differences in skull thickness. Our research aims to improve our understanding of the relationship between alpha asymmetry and skull thickness as measured by CT/MRI images.</p></div><div><h3>Methods</h3><p>We analyzed EEGs to study alpha rhythm characteristics. Alpha rhythm amplitude was measured using peak-to-peak values in O1 and O2 reference channels. Significant alpha asymmetry was defined as exceeding 20%. Skull thickness differences at corresponding locations were determined through CT/MRI scans. We examined the correlation between alpha and skull thickness asymmetry using Kruskal-Wallis, Spearman correlation, and median regression.</p></div><div><h3>Results</h3><p>We examined 401 EEGs and images, categorizing patients into three groups based on alpha asymmetry. Group 1(n= 211) had less than 20 percent alpha asymmetry, Group 2(n=107) showed higher right-side alpha amplitudes, and Group 3(n= 83) displayed higher left-side alpha amplitudes. Our analysis revealed a significant association between groups with asymmetry and skull thickness differences (p&lt;0.001), with a Spearman correlation (Rs) of −0.25 (p&lt;0.001), indicating a significant negative correlation. After adjusting for age, sex, and handedness, Median Regression confirmed a statistically significant variation in skull thickness difference among the groups.</p></div><div><h3>Significance</h3><p>The present study involving a large cohort, the first of its kind, demonstrated a significant relationship between alpha amplitude asymmetry and skull thickness.</p></div>","PeriodicalId":11914,"journal":{"name":"Epilepsy Research","volume":"202 ","pages":"Article 107353"},"PeriodicalIF":2.2,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140191327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Epilepsy Research
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