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Novel magnetic resonance imaging insights from surgically confirmed temporal lobe encephaloceles support tethering as a potential mechanism of epileptogenesis. 从手术证实的颞叶脑膨出的新磁共振成像见解支持栓系是癫痫发生的潜在机制。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-22 DOI: 10.1002/epi.70062
Efstathios Kondylis, Neha S John, Baltazar Zavala, Marina Feldman, Richard Rammo, Imad Najm, William Bingaman, Demitre Serletis, Juan C Bulacio

Objective: Preoperative identification of temporal encephaloceles is challenging, and their epileptogenic mechanisms remain unclear. Patients with refractory temporal lobe epilepsy in the setting of encephalocele often benefit from surgical resection, at times requiring stereoelectroencephalography. This study investigates two novel magnetic resonance imaging (MRI)-based metrics in Talairach space, frontotemporal aperture (FTA) and opercular angle (OA), to detect the presence of encephalocele.

Methods: We present a retrospective analysis of 31 patients with refractory temporal lobe epilepsy and temporal encephalocele, treated by resection at Cleveland Clinic Epilepsy Center from 2016 to 2024. All cases were surgically confirmed to have presence of an ipsilateral encephalocele. Preoperative MRI measured two novel indices, the FTA and OA, according to a standardized method based on the Talairach referential system. Statistical comparisons were made between the epileptogenic (ipsilateral) side harboring an encephalocele and the contralateral (nonoperative) side. Data collection included clinical and imaging features, and surgery type. Seizure outcomes were assessed by International League Against Epilepsy (ILAE) class at last follow-up.

Results: Increased FTA and OA differences were observed between the ipsilateral (operated) side harboring an encephalocele compared to the contralateral (nonoperated) side, suggesting asymmetric ipsilateral Sylvian fissure expansion and tethered-related effects; similar analysis in a limited cohort of 14 patients with unilateral mesial temporal sclerosis did not show the same effect. In a subgroup of 20 encephalocele patients with ≥1-year follow-up, 50% achieved seizure freedom (ILAE class 1) and 80% had favorable (ILAE class 1-3) outcomes. In six patients with bilateral encephaloceles, five had contralateral lesions with larger volumes than those residing on the ipsilateral surgical side.

Significance: Careful review of preoperative imaging using two novel MRI indices may improve diagnosis of temporal encephaloceles. Our findings affirm the possibility that epileptogenicity of encephaloceles may be partly ascribed to temporal lobe tethering. Their early identification can refine surgical decision-making for patients with intractable, focal temporal lobe epilepsy.

目的:颞叶脑膨出的术前诊断具有挑战性,其致痫机制尚不清楚。伴有脑膨出的难治性颞叶癫痫患者通常需要手术切除,有时需要立体脑电图。本研究研究了两种新的基于Talairach空间的磁共振成像(MRI)指标,即额颞孔(FTA)和眼角(OA),以检测脑膨出的存在。方法:回顾性分析2016年至2024年克利夫兰临床癫痫中心31例难治性颞叶癫痫合并颞叶脑膨出患者的临床资料。所有病例均经手术证实为同侧脑膨出。术前MRI根据Talairach参考系统的标准化方法测量两项新指标,FTA和OA。对伴有脑膨出的癫痫发病侧(同侧)和对侧(非手术侧)进行统计学比较。资料收集包括临床、影像学特征和手术类型。最后随访时由国际抗癫痫联盟(ILAE)评定癫痫发作结局。结果:与对侧(未手术)侧相比,携带脑膨出的同侧(手术)侧FTA和OA差异增加,提示不对称的同侧Sylvian裂缝扩张和系留相关影响;在14例单侧内侧颞叶硬化患者的有限队列中进行的类似分析没有显示出相同的效果。在20例随访≥1年的脑膨出患者亚组中,50%的患者实现了癫痫发作自由(ILAE 1级),80%的患者预后良好(ILAE 1-3级)。在6例双侧脑膨出患者中,5例对侧病变体积大于同侧手术侧病变体积。意义:术前仔细检查两种新的MRI指标可以提高颞叶脑膨出的诊断。我们的研究结果证实了脑膨出的致痫性可能部分归因于颞叶栓系。它们的早期识别可以改善顽固性局灶性颞叶癫痫患者的手术决策。
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引用次数: 0
Scalp-negative medial temporal interictal epileptic discharges alter large-scale brain networks: A simultaneous high-density electroencephalographic and intracranial electroencephalographic study. 头皮阴性内侧颞叶间期癫痫放电改变大尺度脑网络:同时高密度脑电图和颅内脑电图研究。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-22 DOI: 10.1002/epi.70061
Nicolas Roehri, Pia De Stefano, Laurent Spinelli, Renaud Marquis, Stanislas Lagarde, Shahan Momjian, Margitta Seeck, Serge Vulliemoz

Objective: Interictal epileptiform discharges (IEDs) observed on scalp electroencephalography (EEG) serve as a diagnostic hallmark of epilepsy. However, only a small fraction of IEDs recorded by intracranial EEG (iEEG) are detectable on the scalp; the vast majority remain invisible on scalp recordings. Nevertheless, epilepsy is associated with important brain network alterations and cognitive symptoms between seizures. Our study aims to investigate the impact of these scalp-negative IEDs on the whole-brain network, particularly those produced in medial temporal regions, given their consistent involvement across patients, their potential implications in cognitive deficit, and their relevance in both epilepsy and Alzheimer disease. To achieve this, we leveraged simultaneous iEEG and high-density EEG (hdEEG) recordings.

Methods: We analyzed IEDs occurring solely in the medial temporal regions, not visible on the scalp, in nine patients with drug-resistant epilepsy during simultaneous iEEG-hdEEG recordings. These scalp-negative IEDs were compared to epochs without any epileptic activity recorded in either modality. Spectral and network characteristics were investigated at the region of interest (ROI) for both modalities in different canonical frequency bands.

Results: ROI time courses reconstructed with hdEEG during IEDs exhibited sharp wave characteristics (cluster-based corrected time-frequency analysis), confirming that some information time-locked to iEEG IEDs reached the scalp. Our findings revealed a significant frequency-dependent, large-scale increase in power and network features during scalp-negative IEDs compared to epochs without IEDs, at the whole-brain level and within specific ROIs, including the ipsilateral hippocampus (p < .05, false discovery rate corrected).

Significance: Despite being localized in medial temporal regions, these IEDs have a widespread impact on functional brain networks, potentially contributing to cognitive impairment in epilepsy. This study lays the groundwork for examining their real-time effects on cognition, including in neurodegenerative conditions such as Alzheimer disease, where these IEDs can be present and difficult to detect.

目的:利用头皮脑电图(EEG)观察癫痫样间期放电(IEDs),作为癫痫的诊断标志。然而,只有一小部分由颅内脑电图(iEEG)记录的ied在头皮上被检测到;绝大多数在头皮录音中是看不见的。然而,癫痫与重要的大脑网络改变和癫痫发作之间的认知症状有关。我们的研究旨在调查这些头皮阴性的ied对全脑网络的影响,特别是那些在内侧颞叶区域产生的ied,考虑到它们在患者中的一致性参与,它们在认知缺陷中的潜在含义,以及它们在癫痫和阿尔茨海默病中的相关性。为了实现这一点,我们同时利用了iEEG和高密度EEG (hdEEG)记录。方法:我们分析了9例耐药癫痫患者在同时记录eeg - hdeeg时仅发生在内侧颞区,而在头皮上不可见的ied。将这些头皮阴性的ied与两种方式均未记录任何癫痫活动的时期进行比较。研究了两种模式在不同标准频带的感兴趣区域(ROI)的频谱和网络特性。结果:hdEEG在ied期间重建的ROI时间过程显示出尖锐的波特征(基于聚类的校正时频分析),证实了一些时间锁定在iEEG ied中的信息到达了头皮。我们的研究结果显示,与没有ied的时期相比,在全脑水平和特定的roi内,包括同侧海马,在头皮阴性ied期间,功率和网络特征具有显著的频率依赖性,大规模增加。(p)意义:尽管ied局限于内侧颞区,但这些ied对脑功能网络有广泛的影响,可能导致癫痫的认知障碍。这项研究为研究它们对认知的实时影响奠定了基础,包括在阿尔茨海默病等神经退行性疾病中,这些ied可能存在且难以检测到。
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引用次数: 0
The symmetrical claustrum sign in pediatric febrile infection-related epilepsy syndrome: Diagnostic value and clinical implications. 小儿发热性感染相关性癫痫综合征的对称屏状核征:诊断价值及临床意义。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-22 DOI: 10.1002/epi.70064
Xiaodi Han, Changhong Ren, Hua Cheng, Shuhua Chen, Jiuwei Li, Fang Fang, Changhong Ding, Xiaotun Ren, Hui Xiong, Weihua Zhang

Objective: This study aimed to assess the diagnostic value of symmetrical claustrum sign (SCS) in children with febrile infection-related epilepsy syndrome (FIRES), and describe the clinical features, treatment responses, and prognosis of children with FIRES accompanied by symmetrical claustrum lesions (FIRES-C).

Methods: A retrospective cohort study conducted at Beijing Children's Hospital from January 2015 to April 2024 included children with "fever and convulsions" who met the inclusion criteria. The diagnostic efficacy of SCS was calculated by analyzing the sensitivity and specificity.

Results: The study enrolled 1105 patients, including 129 with FIRES, 35 of whom were diagnosed with FIRES-C (median onset age: 8.3 years; 18 male). In the cohort of patients with status epilepticus (n = 347), the sensitivity of SCS was 27.1% (95% confidence interval [CI], 19.8%-35.9%), and the specificity was 95.4% (95% CI, 91.8%-97.4%). The median time to develop bilateral claustrum lesions was 15.8 days (interquartile range [IQR] 11-19). The results of the magnetic resonance imaging (MRI) scans revealed that 7 patients (20%) had isolated claustrum lesions, whereas 28 patients (80%) had extra-claustrum lesions. After a median follow-up of 42 months, 14 of the 29 patients (48.3%) who survived exhibited moderate to severe deficits (modified Rankin scale [mRS] ≥3) and 2 patients died. When compared to FIRES patients without claustrum lesions (n = 94), those with FIRES-C (n = 35) demonstrated a tendency toward milder disease severity, characterized by higher Glasgow Coma Scale (GCS) scores and lower incidence of non-midazolam anesthetic use and respiratory support requirements (p < .001). However, no significant differences in prognosis were observed between the two groups (p = .322).

Significance: SCS exhibit high specificity but limited sensitivity in the diagnosis of FIRES in pediatric patients. SCS may serve as a biomarker to assist in the diagnostic process and is typically associated with a less severe clinical progression.

目的:探讨对称屏状体征象(SCS)对发热性感染相关癫痫综合征(FIRES)患儿的诊断价值,描述伴有对称屏状体病变(FIRES- c)患儿的临床特征、治疗反应及预后。方法:2015年1月至2024年4月在北京儿童医院进行回顾性队列研究,纳入符合纳入标准的“发热惊厥”患儿。通过分析敏感性和特异性计算SCS的诊断效能。结果:该研究纳入1105例患者,其中129例为FIRES,其中35例诊断为FIRES- c(中位发病年龄:8.3岁,男性18例)。在癫痫持续状态患者队列(n = 347)中,SCS的敏感性为27.1%(95%可信区间[CI], 19.8% ~ 35.9%),特异性为95.4% (95% CI, 91.8% ~ 97.4%)。双侧屏状突病变发生的中位时间为15.8天(四分位数间距[IQR] 11-19)。磁共振成像(MRI)扫描结果显示,7例(20%)患者有孤立的屏状体病变,28例(80%)患者有屏状体外病变。中位随访42个月后,29例存活患者中有14例(48.3%)表现出中度至重度缺陷(改良Rankin量表[mRS]≥3),2例死亡。与无锁状体病变的FIRES患者(n = 94)相比,患有FIRES- c的患者(n = 35)表现出疾病严重程度较轻的趋势,其特点是格拉斯哥昏迷量表(GCS)评分较高,非咪达唑仑麻醉药使用和呼吸支持需求的发生率较低(p意义:SCS在儿科患者诊断FIRES时具有高特异性,但敏感性有限。SCS可以作为一种生物标志物来辅助诊断过程,通常与较轻的临床进展有关。
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引用次数: 0
Network hubs supporting memory encoding: Implications for cognitive preservation in epilepsy surgery. 支持记忆编码的网络枢纽:癫痫手术中认知保存的意义。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-22 DOI: 10.1111/epi.18705
Barbora Matouskova, Jan Cimbalnik, Pavel Daniel, Martin Kojan, Robert Roman, Lenka Jurkovicova, Martin Pail, Milan Brazdil, Michal Kucewicz, Petr Klimes

Objective: Memory impairments are common in neurological disorders, especially drug-resistant epilepsy, where cognitive deficits such as accelerated long-term forgetting may occur before surgery due to interictal/ictal discharges, antiseizure medications, and disease progression. Postsurgical memory decline affects 40%-60% of patients. Understanding the neural mechanisms of memory encoding is essential for identifying critical network hubs and guiding surgical interventions that preserve cognitive function.

Methods: We analyzed intracranial electroencephalographic recordings from epilepsy patients (n = 15) performing a verbal memory encoding task to identify key structures involved in successful memory formation. Functional connectivity was computed using multiple features across several frequency bands. Temporal dynamics of connectivity were examined to characterize pre-encoding and encoding phases.

Results: The middle temporal gyrus (MTG) consistently emerged as a verbal memory hub across features and frequency bands. The inferior frontal gyrus (IFG) was identified as a beta-band-specific hub via phase synchrony. Temporal analyses revealed that MTG exhibited stable and widespread connectivity differences across all encoding phases, suggesting a role in pre-encoding network priming. In contrast, IFG displayed a transient decrease in connectivity and spatial extent during early encoding, indicating a more focal and dynamic contribution.

Significance: These findings suggest that successful memory encoding relies on widespread, frequency-specific connectivity patterns centered on MTG, complemented by transient, localized IFG activity. Identifying such hubs may inform surgical planning by highlighting regions critical for cognitive outcomes, ultimately supporting strategies to preserve memory in epilepsy surgery.

目的:记忆障碍在神经系统疾病中很常见,尤其是耐药癫痫,其中认知缺陷,如加速长期遗忘,可能在手术前由于间歇/间歇放电、抗癫痫药物和疾病进展而发生。术后记忆力下降影响了40%-60%的患者。了解记忆编码的神经机制对于识别关键网络枢纽和指导手术干预以保持认知功能至关重要。方法:我们分析了15例执行言语记忆编码任务的癫痫患者的颅内脑电图记录,以确定成功形成记忆的关键结构。功能连通性计算使用多个频带的多个特征。研究了连接的时间动态特征,以表征编码前和编码阶段。结果:颞中回(MTG)在不同的特征和频带中始终是言语记忆的中枢。额下回(IFG)通过相位同步被确定为β波段特异性中枢。时间分析表明,MTG在所有编码阶段都表现出稳定而广泛的连接差异,这表明MTG在预编码网络启动中起作用。相比之下,IFG在编码早期表现出短暂的连通性和空间范围下降,表明其贡献更具聚焦性和动态性。意义:这些发现表明,成功的记忆编码依赖于以MTG为中心的广泛的、特定频率的连接模式,并辅以短暂的、局部的IFG活动。识别这些中枢可以通过突出对认知结果至关重要的区域来为手术计划提供信息,最终支持癫痫手术中保留记忆的策略。
{"title":"Network hubs supporting memory encoding: Implications for cognitive preservation in epilepsy surgery.","authors":"Barbora Matouskova, Jan Cimbalnik, Pavel Daniel, Martin Kojan, Robert Roman, Lenka Jurkovicova, Martin Pail, Milan Brazdil, Michal Kucewicz, Petr Klimes","doi":"10.1111/epi.18705","DOIUrl":"https://doi.org/10.1111/epi.18705","url":null,"abstract":"<p><strong>Objective: </strong>Memory impairments are common in neurological disorders, especially drug-resistant epilepsy, where cognitive deficits such as accelerated long-term forgetting may occur before surgery due to interictal/ictal discharges, antiseizure medications, and disease progression. Postsurgical memory decline affects 40%-60% of patients. Understanding the neural mechanisms of memory encoding is essential for identifying critical network hubs and guiding surgical interventions that preserve cognitive function.</p><p><strong>Methods: </strong>We analyzed intracranial electroencephalographic recordings from epilepsy patients (n = 15) performing a verbal memory encoding task to identify key structures involved in successful memory formation. Functional connectivity was computed using multiple features across several frequency bands. Temporal dynamics of connectivity were examined to characterize pre-encoding and encoding phases.</p><p><strong>Results: </strong>The middle temporal gyrus (MTG) consistently emerged as a verbal memory hub across features and frequency bands. The inferior frontal gyrus (IFG) was identified as a beta-band-specific hub via phase synchrony. Temporal analyses revealed that MTG exhibited stable and widespread connectivity differences across all encoding phases, suggesting a role in pre-encoding network priming. In contrast, IFG displayed a transient decrease in connectivity and spatial extent during early encoding, indicating a more focal and dynamic contribution.</p><p><strong>Significance: </strong>These findings suggest that successful memory encoding relies on widespread, frequency-specific connectivity patterns centered on MTG, complemented by transient, localized IFG activity. Identifying such hubs may inform surgical planning by highlighting regions critical for cognitive outcomes, ultimately supporting strategies to preserve memory in epilepsy surgery.</p>","PeriodicalId":11768,"journal":{"name":"Epilepsia","volume":" ","pages":""},"PeriodicalIF":6.6,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145803667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Longitudinal analyses of electronic medical records reveal dynamic developmental trajectories for patients with SCN8A-related disorders. 电子病历的纵向分析揭示了scn8a相关疾病患者的动态发展轨迹。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-20 DOI: 10.1002/epi.70056
Kiran Smelser, Taryn Laird, Joshua B Hack, Elyse Tanzer, Ian Stewart, Joseph C Watkins, Michael F Hammer

Objectives: Despite providing significant insights into the phenotypic spectrum and genotype-phenotype correlations in SCN8A-related disorders (SCN8A-RD), cohort and registry-based studies typically lack sufficient longitudinal data to characterize disease progression or treatment-response trajectories. Here we utilize data from electronic medical records (EMRs) of 80 patients as a complementary approach to advance understanding of the natural history of SCN8A-RD.

Methods: Longitudinal profiles were constructed by mining text from EMRs and writing code to visualize timelines for individual patients. Age-dependent unsupervised clustering analysis was performed on developmental skills, seizure profiles, electroencephalography (EEG) results, comorbidities, hospitalizations, genetic variant, and sex. Skill acquisition data in four domains (gross motor, fine motor, language, and academic) were used to infer developmental trajectories for the overall cohort and phenotypic subgroups. Features that distinguished clusters at each age group were identified using penalized regression. Antiseizure medication (ASM) effectiveness was inferred by correlating prescriptions taken during periods of seizure reduction.

Results: Cluster analysis identified dynamic phenotypic groupings peaking at four clusters at Year 5, suggesting that the middle childhood years may represent a critical developmental window when phenotypic divergence is most apparent. Developmental trajectories varied significantly by phenotypic subgroup: Patients in the loss-of-function (LoF) subgroup achieved highest gross motor and language skills, whereas patients with developmental and epileptic encephalopathy (DEE) remained the most impaired across all domains. Oxcarbazepine emerged as the most common ASM monotherapy during the seizure-free periods.

Significance: This EMR analysis represents the first integration of long-term developmental trajectories that encompasses both gain-of-function (GoF) and LoF subgroups. Patients carrying both types of variants cluster together at different ages in early childhood. Several sodium channel blockers were effective as monotherapies during seizure-freedom periods. Despite intermittent periods of reduced seizure activity, persistent developmental delays across all subgroups highlight the need for neurodevelopmental support beyond seizure control. EMR analysis reveals an evolving phenotypic landscape with distinct developmental outcomes for SCN8A-RD patients in different subgroups.

目的:尽管对scn8a相关疾病(SCN8A-RD)的表型谱和基因型-表型相关性提供了重要的见解,但基于队列和登记的研究通常缺乏足够的纵向数据来表征疾病进展或治疗-反应轨迹。在这里,我们利用80名患者的电子病历(emr)数据作为补充方法,以推进对SCN8A-RD自然史的理解。方法:从电子病历中挖掘文本并编写代码构建纵向剖面图,以可视化患者个体的时间线。对发育技能、癫痫发作特征、脑电图(EEG)结果、合并症、住院情况、遗传变异和性别进行年龄依赖的无监督聚类分析。四个领域(大运动、精细运动、语言和学术)的技能习得数据被用来推断整个队列和表型亚组的发展轨迹。使用惩罚回归识别每个年龄组的区分集群的特征。抗癫痫药物(ASM)的有效性是通过在癫痫发作减少期间服用的相关处方来推断的。结果:聚类分析发现动态表型分组在5年级时达到峰值,这表明儿童中期可能是表型差异最明显的关键发育窗口期。发育轨迹因表型亚组而有显著差异:功能丧失(LoF)亚组患者的大肌肉运动和语言技能最高,而发展性和癫痫性脑病(DEE)患者在所有领域的受损程度最高。奥卡西平是无发作期最常见的ASM单药治疗。意义:这项EMR分析首次整合了包括功能获得(GoF)和功能获得(LoF)亚群的长期发育轨迹。携带两种变体的患者在儿童早期的不同年龄聚集在一起。几种钠通道阻滞剂作为单一疗法在癫痫发作期间有效。尽管间歇性发作活动减少,但所有亚组的持续发育迟缓突出了癫痫控制之外的神经发育支持的必要性。EMR分析揭示了不同亚组SCN8A-RD患者具有不同发育结果的不断发展的表型景观。
{"title":"Longitudinal analyses of electronic medical records reveal dynamic developmental trajectories for patients with SCN8A-related disorders.","authors":"Kiran Smelser, Taryn Laird, Joshua B Hack, Elyse Tanzer, Ian Stewart, Joseph C Watkins, Michael F Hammer","doi":"10.1002/epi.70056","DOIUrl":"https://doi.org/10.1002/epi.70056","url":null,"abstract":"<p><strong>Objectives: </strong>Despite providing significant insights into the phenotypic spectrum and genotype-phenotype correlations in SCN8A-related disorders (SCN8A-RD), cohort and registry-based studies typically lack sufficient longitudinal data to characterize disease progression or treatment-response trajectories. Here we utilize data from electronic medical records (EMRs) of 80 patients as a complementary approach to advance understanding of the natural history of SCN8A-RD.</p><p><strong>Methods: </strong>Longitudinal profiles were constructed by mining text from EMRs and writing code to visualize timelines for individual patients. Age-dependent unsupervised clustering analysis was performed on developmental skills, seizure profiles, electroencephalography (EEG) results, comorbidities, hospitalizations, genetic variant, and sex. Skill acquisition data in four domains (gross motor, fine motor, language, and academic) were used to infer developmental trajectories for the overall cohort and phenotypic subgroups. Features that distinguished clusters at each age group were identified using penalized regression. Antiseizure medication (ASM) effectiveness was inferred by correlating prescriptions taken during periods of seizure reduction.</p><p><strong>Results: </strong>Cluster analysis identified dynamic phenotypic groupings peaking at four clusters at Year 5, suggesting that the middle childhood years may represent a critical developmental window when phenotypic divergence is most apparent. Developmental trajectories varied significantly by phenotypic subgroup: Patients in the loss-of-function (LoF) subgroup achieved highest gross motor and language skills, whereas patients with developmental and epileptic encephalopathy (DEE) remained the most impaired across all domains. Oxcarbazepine emerged as the most common ASM monotherapy during the seizure-free periods.</p><p><strong>Significance: </strong>This EMR analysis represents the first integration of long-term developmental trajectories that encompasses both gain-of-function (GoF) and LoF subgroups. Patients carrying both types of variants cluster together at different ages in early childhood. Several sodium channel blockers were effective as monotherapies during seizure-freedom periods. Despite intermittent periods of reduced seizure activity, persistent developmental delays across all subgroups highlight the need for neurodevelopmental support beyond seizure control. EMR analysis reveals an evolving phenotypic landscape with distinct developmental outcomes for SCN8A-RD patients in different subgroups.</p>","PeriodicalId":11768,"journal":{"name":"Epilepsia","volume":" ","pages":""},"PeriodicalIF":6.6,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145793423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Connectivity between the seizure onset zone and the thalamus correlates with seizure outcomes in thalamic responsive neurostimulation. 在丘脑反应性神经刺激中,癫痫发作区和丘脑之间的连通性与癫痫发作结果相关。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-19 DOI: 10.1002/epi.70052
Varun R Subramaniam, Andy Ho Wing Chan, Lara Marcuse, Madeleine Fields, Maite La Vega-Talbott, Daniel D Cummins, Juan A Barcia, Hesham T Ghonim, Lakshman Arcot Jayagopal, Yunju Im, Saadi Ghatan, Fedor Panov, Josue M Avecillas-Chasin

Objective: Thalamic responsive neurostimulation (RNS) is a surgical option for patients with drug-refractory epilepsy. However, it is unclear whether thalamic connectivity with the seizure onset zone (SOZ) has a role in clinical outcomes. Here, we aim to investigate the clinical utility of the connectivity between the SOZ and the thalamus for thalamic RNS targeting.

Methods: Retrospective analysis was made of 12 patients treated with thalamic RNS. Clinical features and Engel scores were recorded. Patients were divided into responders, partial responders, and nonresponders based on seizure frequency reduction at last follow-up. Structural connectivity between the SOZ and the whole thalamus was calculated using patient-specific tractography. RNS electrodes were used to model the volume of tissue activated (VTA) with stimulation parameters at last follow-up based on individualized electrode locations. The patient's VTAs were then used to identify thalamic areas with high or low probability of connectivity with the SOZ and how they were associated and correlated with clinical outcomes using nonparametric Mann-Whitney U and Spearman correlation tests.

Results: Seven patients were responders, three nonresponders, and two partial responders. Thalamic nuclei targeted included anterior nucleus of thalamus and centromedian nucleus. Cortical areas of the SOZs included medial prefrontal, supplementary motor, cingulate, orbitofrontal, insular, mesial temporal, and lateral temporal cortices. Stimulation of thalamic areas with higher connectivity between the SOZ and the thalamus was associated with a clinical response of >50% reduction in seizures (p = .017). Furthermore, higher degree of tract activation between the SOZ and the thalamus was correlated with better seizure outcomes at last follow-up (r = .78, p = .004).

Significance: Greater recruitment of white matter connections between the SOZ and thalamus is associated with clinical response and may correlate with improved seizure outcomes during thalamic RNS. Using tractography to map the patient-specific "thalamic seizure network" and the surgical targeting of these connections may result in improved clinical outcomes in patients treated with thalamic RNS.

目的:丘脑反应性神经刺激(RNS)是治疗药物难治性癫痫患者的一种手术选择。然而,尚不清楚丘脑与癫痫发作区(SOZ)的连通性是否在临床结果中起作用。在这里,我们的目的是研究SOZ和丘脑之间的连通性在丘脑RNS靶向中的临床应用。方法:对12例丘脑RNS治疗的患者进行回顾性分析。记录临床表现及Engel评分。根据最后随访时癫痫发作频率的减少情况,将患者分为反应者、部分反应者和无反应者。使用患者特异性神经束造影计算SOZ和整个丘脑之间的结构连通性。RNS电极基于个性化电极位置,在最后随访时使用刺激参数对组织激活体积(VTA)进行建模。然后使用患者的VTAs来识别与SOZ有高或低连接概率的丘脑区域,以及它们如何与临床结果相关联和相关,使用非参数Mann-Whitney U和Spearman相关测试。结果:7例患者有反应,3例无反应,2例部分反应。靶核包括丘脑前核和正中核。soz的皮质区包括内侧前额皮质、辅助运动皮质、扣带皮质、眶额皮质、岛皮质、内侧颞皮质和外侧颞皮质。刺激具有较高连接性的丘脑区域与癫痫发作减少50%的临床反应相关(p = 0.017)。此外,在最后的随访中,SOZ和丘脑之间较高程度的束激活与更好的癫痫发作结果相关(r =)。78, p = .004)。意义:丘脑区和丘脑之间白质连接的增加与临床反应有关,并可能与丘脑RNS期间癫痫发作结果的改善有关。使用神经束造影来绘制患者特异性的“丘脑癫痫网络”,并对这些连接进行手术靶向治疗,可能会改善丘脑RNS治疗患者的临床结果。
{"title":"Connectivity between the seizure onset zone and the thalamus correlates with seizure outcomes in thalamic responsive neurostimulation.","authors":"Varun R Subramaniam, Andy Ho Wing Chan, Lara Marcuse, Madeleine Fields, Maite La Vega-Talbott, Daniel D Cummins, Juan A Barcia, Hesham T Ghonim, Lakshman Arcot Jayagopal, Yunju Im, Saadi Ghatan, Fedor Panov, Josue M Avecillas-Chasin","doi":"10.1002/epi.70052","DOIUrl":"https://doi.org/10.1002/epi.70052","url":null,"abstract":"<p><strong>Objective: </strong>Thalamic responsive neurostimulation (RNS) is a surgical option for patients with drug-refractory epilepsy. However, it is unclear whether thalamic connectivity with the seizure onset zone (SOZ) has a role in clinical outcomes. Here, we aim to investigate the clinical utility of the connectivity between the SOZ and the thalamus for thalamic RNS targeting.</p><p><strong>Methods: </strong>Retrospective analysis was made of 12 patients treated with thalamic RNS. Clinical features and Engel scores were recorded. Patients were divided into responders, partial responders, and nonresponders based on seizure frequency reduction at last follow-up. Structural connectivity between the SOZ and the whole thalamus was calculated using patient-specific tractography. RNS electrodes were used to model the volume of tissue activated (VTA) with stimulation parameters at last follow-up based on individualized electrode locations. The patient's VTAs were then used to identify thalamic areas with high or low probability of connectivity with the SOZ and how they were associated and correlated with clinical outcomes using nonparametric Mann-Whitney U and Spearman correlation tests.</p><p><strong>Results: </strong>Seven patients were responders, three nonresponders, and two partial responders. Thalamic nuclei targeted included anterior nucleus of thalamus and centromedian nucleus. Cortical areas of the SOZs included medial prefrontal, supplementary motor, cingulate, orbitofrontal, insular, mesial temporal, and lateral temporal cortices. Stimulation of thalamic areas with higher connectivity between the SOZ and the thalamus was associated with a clinical response of >50% reduction in seizures (p = .017). Furthermore, higher degree of tract activation between the SOZ and the thalamus was correlated with better seizure outcomes at last follow-up (r = .78, p = .004).</p><p><strong>Significance: </strong>Greater recruitment of white matter connections between the SOZ and thalamus is associated with clinical response and may correlate with improved seizure outcomes during thalamic RNS. Using tractography to map the patient-specific \"thalamic seizure network\" and the surgical targeting of these connections may result in improved clinical outcomes in patients treated with thalamic RNS.</p>","PeriodicalId":11768,"journal":{"name":"Epilepsia","volume":" ","pages":""},"PeriodicalIF":6.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145793456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Brain-heart functional network dysfunction in temporal lobe epilepsy: A microstate-based analysis. 颞叶癫痫的脑-心功能网络功能障碍:基于微观状态的分析。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-17 DOI: 10.1002/epi.70059
Zihan Wei, Xinpei Wang, Yonghong Liu, Hongmin Bai

Objective: Epilepsy patients face significantly elevated cardiovascular risks, with cardiac arrhythmias occurring 2-3 times more frequently than in the general population. Current knowledge of brain-heart functional coupling abnormalities in epilepsy, particularly during interictal periods, remains limited. We investigated brain-heart interplay characteristics in temporal lobe epilepsy through synchronized electroencephalographic-electrocardiographic analysis using a synthetic data generation model and microstate analysis.

Methods: We enrolled 52 patients with temporal lobe epilepsy (mean age = 33.4 ± 12.7 years) and 42 age-matched healthy controls (mean age = 31.95 ± 11.03 years). Twenty-minute artifact-free electroencephalographic segments were analyzed during resting states. Four directional brain-heart coupling sequences were extracted: CBrain→HF, CBrain→LF, CHF→Brain, and CLF→Brain, representing bidirectional interactions between brain activity and cardiac components.

Results: Six microstate topologies were consistently identified across all brain-heart interplay sequences, with temporal lobe epilepsy patients demonstrating significantly more complex and unstable topological characteristics compared to healthy controls. For CBrain→HF coupling, patients exhibited significantly reduced mean duration of microstate 3 (.34 ± .09 s vs. .38 ± .07 s, p = .02), increased occurrence rates of microstates 3 and 4 (both p < .001), and altered temporal coverage patterns. Similar abnormalities were observed across all sequences, with patients showing shortened microstate durations, altered occurrence rates, and disrupted temporal coverage. Spatial dissimilarity analysis revealed significant topological abnormalities across all microstates. A logistic regression model incorporating microstate parameters achieved 94.7% diagnostic accuracy for temporal lobe epilepsy, with an F1 score of .952 and an area under the curve of .932.

Significance: Temporal lobe epilepsy is characterized by profound disruptions in brain-heart functional coupling during interictal periods, manifesting as altered microstate topographies and temporal dynamics. These findings establish microstate-based analysis as a promising framework for characterizing brain-heart axis dysfunction in epilepsy.

目的:癫痫患者心血管风险显著升高,心律失常发生率是普通人群的2-3倍。目前对癫痫中脑-心功能偶联异常的了解,特别是在间歇期,仍然有限。采用合成数据生成模型和微观状态分析,通过同步脑电图-心电图分析研究颞叶癫痫脑-心相互作用特征。方法:我们招募了52例颞叶癫痫患者(平均年龄= 33.4±12.7岁)和42例年龄匹配的健康对照(平均年龄= 31.95±11.03岁)。静息状态下分析20分钟无伪影脑电图片段。提取了CBrain→HF、CBrain→LF、CHF→Brain、CLF→Brain四个定向脑-心耦合序列,代表了脑活动与心脏组分之间的双向相互作用。结果:在所有脑-心相互作用序列中一致确定了六种微状态拓扑结构,与健康对照相比,颞叶癫痫患者表现出明显更复杂和不稳定的拓扑特征。CBrain→HF耦合组患者微状态3的平均持续时间显著缩短(0.34±。09 s vs. 0.38±。07 s, p =。意义:颞叶癫痫的特点是在间歇期脑-心功能耦合严重中断,表现为微状态地形和时间动力学的改变。这些发现建立了基于微观状态的分析作为表征癫痫脑-心轴功能障碍的一个有希望的框架。
{"title":"Brain-heart functional network dysfunction in temporal lobe epilepsy: A microstate-based analysis.","authors":"Zihan Wei, Xinpei Wang, Yonghong Liu, Hongmin Bai","doi":"10.1002/epi.70059","DOIUrl":"https://doi.org/10.1002/epi.70059","url":null,"abstract":"<p><strong>Objective: </strong>Epilepsy patients face significantly elevated cardiovascular risks, with cardiac arrhythmias occurring 2-3 times more frequently than in the general population. Current knowledge of brain-heart functional coupling abnormalities in epilepsy, particularly during interictal periods, remains limited. We investigated brain-heart interplay characteristics in temporal lobe epilepsy through synchronized electroencephalographic-electrocardiographic analysis using a synthetic data generation model and microstate analysis.</p><p><strong>Methods: </strong>We enrolled 52 patients with temporal lobe epilepsy (mean age = 33.4 ± 12.7 years) and 42 age-matched healthy controls (mean age = 31.95 ± 11.03 years). Twenty-minute artifact-free electroencephalographic segments were analyzed during resting states. Four directional brain-heart coupling sequences were extracted: C<sub>Brain→HF</sub>, C<sub>Brain→LF</sub>, C<sub>HF→Brain</sub>, and C<sub>LF→Brain</sub>, representing bidirectional interactions between brain activity and cardiac components.</p><p><strong>Results: </strong>Six microstate topologies were consistently identified across all brain-heart interplay sequences, with temporal lobe epilepsy patients demonstrating significantly more complex and unstable topological characteristics compared to healthy controls. For C<sub>Brain→HF</sub> coupling, patients exhibited significantly reduced mean duration of microstate 3 (.34 ± .09 s vs. .38 ± .07 s, p = .02), increased occurrence rates of microstates 3 and 4 (both p < .001), and altered temporal coverage patterns. Similar abnormalities were observed across all sequences, with patients showing shortened microstate durations, altered occurrence rates, and disrupted temporal coverage. Spatial dissimilarity analysis revealed significant topological abnormalities across all microstates. A logistic regression model incorporating microstate parameters achieved 94.7% diagnostic accuracy for temporal lobe epilepsy, with an F1 score of .952 and an area under the curve of .932.</p><p><strong>Significance: </strong>Temporal lobe epilepsy is characterized by profound disruptions in brain-heart functional coupling during interictal periods, manifesting as altered microstate topographies and temporal dynamics. These findings establish microstate-based analysis as a promising framework for characterizing brain-heart axis dysfunction in epilepsy.</p>","PeriodicalId":11768,"journal":{"name":"Epilepsia","volume":" ","pages":""},"PeriodicalIF":6.6,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145767450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Neuronal hyperexcitability: A key to unraveling hippocampal synaptic dysfunction in Lafora disease. 神经元高兴奋性:揭示拉福拉病海马突触功能障碍的关键。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-17 DOI: 10.1111/epi.70024
Cinzia Costa, Laura Bellingacci, Jacopo Canonichesi, Valentina Imperatore, Anna Aurora Taddei, Luis Zafra-Puerta, Nerea Iglesias-Cabeza, Paolo Prontera, Andrea Mancini, Massimiliano Di Filippo, Alessandro Tozzi, Katiuscia Martinello, Marta Barzasi, Fabrizio Gardoni, Marina P Sánchez, José M Serratosa, Lucilla Parnetti, Miriam Sciaccaluga

Background and objective: Lafora disease (LD) is a rare progressive disorder caused by mutations in the EPM2A or EPM2B genes, characterized by the accumulation of Lafora bodies, drug-resistant epilepsy, and cognitive decline. To investigate the early molecular mechanisms of LD, we studied electrophysiological changes in the dentate gyrus (DG) of the Epm2aR240X knock-in mouse model at various ages.

Methods: Electrophysiological recordings measured neuronal membrane properties, epileptic-like activity, epileptic thresholds, and synaptic plasticity in Epm2aR240X mice at 1, 3, and 12 months. We also employed Periodic Acid-Schiff (PAS) diastase staining, immunofluorescence, and Western blotting to detect Lafora bodies, amyloid beta deposition, and the expression of glutamate receptor subunits.

Results: Epileptic-like activity began at 1 month and intensified with age. Aberrant long-term potentiation (LTP) appeared at 3 months and worsened by 12 months. Notably, cannabidiol treatment reduced excitability and restored LTP in older mice, suggesting its potential therapeutic value.

Significance: The reversibility of synaptopathy, even at advanced stages, reinforces the importance of early detection of hyperexcitability and the development of effective therapeutic approaches.

背景与目的:拉福拉病(Lafora disease, LD)是一种罕见的由EPM2A或EPM2B基因突变引起的进行性疾病,以拉福拉体积聚、耐药癫痫和认知能力下降为特征。为了探讨LD的早期分子机制,我们研究了Epm2aR240X敲入小鼠模型在不同年龄时齿状回(DG)的电生理变化。方法:电生理记录测量Epm2aR240X小鼠在1、3和12个月时的神经元膜特性、癫痫样活动、癫痫阈值和突触可塑性。我们还采用周期性酸-希夫(PAS)淀粉酶染色、免疫荧光和Western blotting检测Lafora小体、淀粉样蛋白沉积和谷氨酸受体亚基的表达。结果:癫痫样活动开始于1个月,随着年龄的增长而加剧。长时程增强(LTP)在3个月时出现异常,12个月时恶化。值得注意的是,大麻二酚治疗降低了老年小鼠的兴奋性并恢复了LTP,表明其潜在的治疗价值。意义:突触病的可逆性,即使在晚期,也强调了早期发现高兴奋性和开发有效治疗方法的重要性。
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引用次数: 0
Methodologies for developing and applying consensus-based recommendations in epilepsy care: A narrative review. 在癫痫治疗中制定和应用基于共识的建议的方法:叙述性回顾。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-15 DOI: 10.1111/epi.70039
Rowan Haffner, Brian Mathew, Francesco Brigo, Anila Qasim, Victoria San Antonio-Arce, Houda Ben Ayed, Edoardo Ferlazzo, Churl-Su Kwon, Kheng Seang Lim, James W Mitchell, Muhammad A Salisu, Kette Valente, Kollencheri Puthenveettil Vinayan, Colin B Josephson, Nathalie Jette

Consensus-based recommendations (CBRs) are essential for health care decision-making when evidence is limited or conflicting. They can be developed using established methodologies such as the Delphi technique, the nominal group technique (NGT), and the RAND Corporation/University of California Los Angeles (UCLA) Appropriateness Method (RAM). This review explores the advantages and disadvantages of these methods and their applications in epilepsy. A narrative review using PubMed (November 22, 2017 to November 22, 2022) was undertaken examining publications describing Delphi, NGT, and RAM. The frequency of use of each method and their applications in epilepsy care were also reviewed (1966 to October 31, 2023). Sixteen articles were included describing the different consensus-based methods. The advantages and disadvantages of each method varied widely. The Delphi technique, the most widely used method, emerged as adaptable for instances with limited evidence or impracticality of face-to-face interactions. Although NGT favors prompt consensus in single-session formats, the RAM offers a balanced approach with its hybrid structure. We identified 64 epilepsy studies that used consensus methods, with 58 utilizing the most widely used technique, the Delphi. The Delphi guided consensus mostly for management including for individuals with rare conditions such as myoclonic-atonic seizures or in those with epilepsy and pregnancy. The NGT guided expert consensus on the use of cannabidiol for Dravet and Lennox-Gastaut syndromes and facilitated decision-making among pharmacy students addressing ethical issues related to patients with epilepsy who drive. The RAM was applied in four studies for its combined individual and group evaluative approach. It was used to develop recommendations or imaging, create quality-of-care indicators for infantile spasms, and establish a web-based tool for assessing surgical candidacy. Consensus methodologies are crucial to inform robust CBR for epilepsy management where clinical practice guidelines are not possible due to limited evidence. The best method depends on the study goal and available resources.

当证据有限或相互矛盾时,基于共识的建议(CBRs)对卫生保健决策至关重要。它们可以使用既定的方法来开发,如德尔菲技术、名义小组技术(NGT)和兰德公司/加州大学洛杉矶分校(UCLA)适当性方法(RAM)。本文就这些方法的优缺点及其在癫痫中的应用作一综述。使用PubMed(2017年11月22日至2022年11月22日)对描述Delphi、NGT和RAM的出版物进行了叙述性回顾。本文还回顾了1966年至2023年10月31日期间各方法的使用频率及其在癫痫治疗中的应用情况。包括16篇文章,描述了不同的基于共识的方法。每种方法的优缺点差别很大。德尔菲技术,最广泛使用的方法,出现适用于有限的证据或不现实的面对面互动的实例。虽然NGT倾向于在单会话格式中迅速达成共识,但RAM的混合结构提供了一种平衡的方法。我们确定了64项使用共识方法的癫痫研究,其中58项使用了最广泛使用的德尔菲技术。德尔菲指导共识主要用于管理,包括患有罕见疾病的个体,如肌阵挛性癫痫发作或癫痫和妊娠。NGT引导专家就使用大麻二酚治疗德拉韦综合征和Lennox-Gastaut综合征达成共识,并促进药学专业学生解决与癫痫患者驾驶相关的伦理问题。RAM被应用于四项研究,其结合了个人和团体的评估方法。它被用来制定建议或成像,创建婴儿痉挛的护理质量指标,并建立一个基于网络的评估手术候选资格的工具。共识方法对于为癫痫管理提供强有力的CBR至关重要,因为临床实践指南由于证据有限而无法实现。最好的方法取决于学习目标和可用的资源。
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引用次数: 0
Cardiorespiratory cross-frequency coupling biomarker for sudden unexpected death in epilepsy. 癫痫猝死的心肺交叉频率耦合生物标志物。
IF 6.6 1区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-13 DOI: 10.1002/epi.70057
Adam C Gravitis, Richard Wennberg, Peter L Carlen, Yotin Chinvarun, Victor Lira, Juliana Laze, Orrin Devinsky, Berj L Bardakjian

Objective: Sudden unexpected death in epilepsy (SUDEP) often follows generalized tonic-clonic seizures during sleep, likely resulting from impaired brainstem cardiorespiratory function. We used ictal electrocardiogram (ECG)-based cross-frequency phase-amplitude coupling (PAC) to detect cardiorespiratory disruptions, comparing SUDEP to non-SUDEP cohorts. Leveraging respiratory modulation of ECG signals can provide a robust indirect proxy of respiratory monitoring despite high-amplitude noise.

Methods: We analyzed ictal ECG and electroencephalographic recordings in 21 SUDEP cases and 21 non-SUDEP epilepsy controls. Ictal ECG segments from 76 seizures (38 SUDEP, 38 non-SUDEP) were processed using continuous wavelet transformation to compute PAC between respiratory (.1-.55 Hz, 6-33 breaths per minute) and cardiac (.7-3.7 Hz, 42-222 beats per minute) frequencies. Relative PAC coupling strength was evaluated for respiratory frequencies > .25 Hz (15 breaths per minute) and cardiac frequencies > 1.7 Hz (102 beats per minute). Furthermore, a 3 × 3 grid of PAC ranges was derived for each 20-s window, yielding 18 features (mean and SD) as inputs to a logistic regression model.

Results: Elevated ictal PAC at higher respiratory (>.25 Hz, p < .0001) and cardiac (>1.7 Hz, p < .0142) frequencies in SUDEP patients suggests ictal respiration modulates ictal tachycardia, leading to cardiorespiratory dysfunction, probably brainstem-mediated. The logistic model accurately distinguished 38 seizures in SUDEP cases from 38 seizures in non-SUDEP cases (receiver operating characteristic area under the curve = 91%). Seizures in SUDEP patients had higher propensity scores (p < .001) both per seizure and per patient. All six test seizures (three SUDEP, three non-SUDEP) were correctly classified using the optimal threshold.

Significance: Ictal ECG-based PAC analysis is a potential noninvasive biomarker for SUDEP risk, capturing cardiorespiratory dysregulation during seizures. Its integration into wearable ECG devices could enable real-time risk assessment, informing clinical interventions such as rescue medications, antiseizure medication adjustments, or surgical evaluations.

目的:癫痫猝死(SUDEP)常发生于睡眠期间全身性强直阵挛性发作,可能由脑干心肺功能受损引起。我们使用基于心电图(ECG)的交叉频率相幅耦合(PAC)来检测心肺功能中断,并将SUDEP与非SUDEP队列进行比较。利用心电信号的呼吸调制可以提供一个鲁棒的呼吸监测间接代理尽管高振幅噪声。方法:分析21例SUDEP患者和21例非SUDEP癫痫对照组的心电图和脑电图记录。采用连续小波变换对76例癫痫发作(38例突然发作,38例非突然发作)的心电图段进行处理,计算呼吸频率(0.1 - 0.55 Hz, 6-33次/分钟)和心脏频率(0.7 -3.7 Hz, 42-222次/分钟)之间的PAC。在呼吸频率> 0.25 Hz(每分钟15次呼吸)和心脏频率> 1.7 Hz(每分钟102次心跳)时,评估相对PAC耦合强度。此外,为每个20秒窗口导出一个3 × 3的PAC范围网格,产生18个特征(均值和标准差)作为逻辑回归模型的输入。意义:基于心电图的心电图分析是SUDEP风险的潜在无创生物标志物,可捕获癫痫发作期间的心肺功能失调。将其集成到可穿戴ECG设备中可以实现实时风险评估,为临床干预提供信息,如抢救药物、抗癫痫药物调整或手术评估。
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引用次数: 0
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