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Association of Complex Repetitive Discharges With Chronicity and Clinical Symptoms in Radiculopathies. 复杂重复放电与放射病的慢性病和临床症状的关系。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-11-01 Epub Date: 2023-10-05 DOI: 10.1097/WNP.0000000000001036
Michael P Skolka, Reece M Hass, Devon I Rubin, Ruple S Laughlin

Purpose: Complex repetitive discharges (CRDs) are incompletely understood needle electromyography (EMG) waveforms seen in both myopathic and neurogenic disorders including radiculopathies. This study aimed to clarify the significance of CRDs in patients with radiculopathies.

Methods: This case-control study randomly identified 100 patients with needle EMG evidence of radiculopathy demonstrating at least one CRD in the electrodiagnostically involved myotome between January 2017 and January 2022. These patients were compared with 100 randomly selected patients with EMG evidence of radiculopathy without CRDs controlled for sex, age at EMG testing, and affected nerve root segment. Patient clinical symptoms, neurologic examination, EMG features, and imaging were analyzed. A paired sample t -test for categorial data and χ 2 test for nonparametric data were used for statistical analysis with significance defined as P < 0.05.

Results: Patients with radiculopathies with CRDs had longer disease duration averaging 59 months (range 1-480) compared with patients with radiculopathies without CRDs averaging 26 months (range 1-192, P < 0.01). Clinical symptoms of paresthesias and weakness were both significantly more common in patients with radiculopathies with CRDs than those without CRDs ( P < 0.01 and 0.01, respectively). Needle EMG demonstrated a greater average number of muscles with neurogenic motor unit potentials per radiculopathy in patients with radiculopathies with CRDs compared with those without CRDs. Imaging studies of patients with radiculopathies with CRDs were more likely to reveal evidence of nerve root compression ( P < 0.01).

Conclusions: The presence of CRDs in patients with radiculopathies is consistent with clinically more symptomatic radiculopathies and a longer duration of nerve root compromise.

目的:复杂重复放电(CRDs)是在包括神经根病在内的肌病和神经源性疾病中观察到的不完全理解的针肌电图(EMG)波形。本研究旨在阐明CRDs在神经根病患者中的意义。方法:这项病例对照研究随机确定了100名在2017年1月至2022年1月期间有神经根病针刺肌电图证据的患者,这些患者在电诊断相关的肌节中至少有一个CRD。将这些患者与随机选择的100名有神经根病肌电图证据的患者进行比较,这些患者在肌电图测试中对性别、年龄和受影响的神经根节段进行了控制。对患者的临床症状、神经系统检查、肌电图特征和影像学进行分析。分类数据的配对样本t检验和非参数数据的χ2检验用于统计学分析,其显著性定义为P<0.05。结果:患有CRD的神经根病患者的病程更长,平均59个月(范围1-480),而没有CRD的患者的病程平均26个月(范围1-192,P<0.01)有CRDs的神经根病患者比没有CRDs的患者更常见(分别P<0.01和0.01)。与没有CRD的患者相比,有CRD的神经根病患者的针刺EMG显示每个神经根病具有神经源性运动单位电位的肌肉的平均数量更大。对患有CRDs的神经根病患者的影像学研究更有可能揭示神经根压迫的证据(P<0.01)。
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引用次数: 0
Methods of Evaluating EEG Reactivity in Adult Intensive Care Units: A Review. 评估成人重症监护病房脑电图反应性的方法:综述。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-11-01 Epub Date: 2024-06-10 DOI: 10.1097/WNP.0000000000001078
Jaeho Hwang, Sung-Min Cho, Romergryko Geocadin, Eva K Ritzl

Purpose: EEG reactivity (EEG-R) has become widely used in intensive care units for diagnosing and prognosticating patients with disorders of consciousness. Despite efforts toward standardization, including the establishment of terminology for critical care EEG in 2012, the processes of testing and interpreting EEG-R remain inconsistent.

Methods: A review was conducted on PubMed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Inclusion criteria consisted of articles published between January 2012, and November 2022, testing EEG-R on adult intensive care unit patients. Exclusion criteria included articles focused on highly specialized stimulation equipment or animal, basic science, or small case report studies. The Quality In Prognostic Studies tool was used to assess risk of bias.

Results: One hundred and five articles were identified, with 26 variables collected for each. EEG-R testing varied greatly, including the number of stimuli (range: 1-8; 26 total described), stimulus length (range: 2-30 seconds), length between stimuli (range: 10 seconds-5 minutes), frequency of stimulus application (range: 1-9), frequency of EEG-R testing (range: 1-3 times daily), EEG electrodes (range: 4-64), personnel testing EEG-R (range: neurophysiologists to nonexperts), and sedation protocols (range: discontinuing all sedation to no attempt). EEG-R interpretation widely varied, including EEG-R definitions and grading scales, personnel interpreting EEG-R (range: EEG specialists to nonneurologists), use of quantitative methods, EEG filters, and time to detect EEG-R poststimulation (range: 1-30 seconds).

Conclusions: This study demonstrates the persistent heterogeneity of testing and interpreting EEG-R over the past decade, and contributing components were identified. Further many institutional efforts must be made toward standardization, focusing on the reproducibility and unification of these methods, and detailed documentation in the published literature.

目的:脑电图反应性(EEG-R)已广泛应用于重症监护病房,用于诊断和预后意识障碍患者。尽管在标准化方面做出了努力,包括在 2012 年建立了重症监护脑电图术语,但脑电图反应性的测试和解释过程仍不一致:方法:根据《系统综述和元分析首选报告项目》指南在 PubMed 上进行了综述。纳入标准包括 2012 年 1 月至 2022 年 11 月间发表的、对成人重症监护病房患者进行 EEG-R 测试的文章。排除标准包括侧重于高度专业化刺激设备或动物、基础科学或小型病例报告研究的文章。预后研究质量工具用于评估偏倚风险:结果:共发现了 15 篇文章,每篇文章收集了 26 个变量。EEG-R 测试差异很大,包括刺激数量(范围:1-8;共 26 篇)、刺激长度(范围:2-30 秒)、刺激间隔时间(范围:10 秒-5 分钟)、刺激应用频率(范围:1-9)、EEG-R 测试频率(范围:每天 1-3 次)、EEG 电极(范围:4-64)、EEG-R 测试人员(范围:神经生理学家到非专业人员)和镇静方案(范围:停止所有镇静到不尝试)。EEG-R 的解释存在很大差异,包括 EEG-R 的定义和分级标准、EEG-R 解释人员(范围:从脑电图专家到非神经病学专家)、定量方法的使用、脑电图滤波器以及刺激后检测 EEG-R 的时间(范围:1-30 秒):本研究表明,在过去十年中,脑电图-R 的检测和解释一直存在差异,并找出了造成差异的因素。许多机构必须进一步努力实现标准化,重点关注这些方法的可重复性和统一性,并在发表的文献中进行详细记录。
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引用次数: 0
Does Hyperventilation Increase the Diagnostic Yield of the Routine Electroencephalogram: A Retrospective Analysis of Adult and Pediatric Cohorts. 过度通气是否会提高常规脑电图的诊断率?成人和儿童群体的回顾性分析》。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-11-01 Epub Date: 2024-06-25 DOI: 10.1097/WNP.0000000000001066
Neerrajah Nadarajah, Michael Fahey, Udaya Seneviratne

Purpose: While hyperventilation (HV) increases the diagnostic yield of EEG in children, there is conflicting evidence to support its application in adults. For the first time in history, a large cohort of patients has undergone EEGs without HV during the COVID-19 pandemic. Utilizing this opportunity, we sought to investigate whether HV increases the diagnostic yield of EEG in children compared with adults.

Methods: Patients aged six years and above who had routine EEGs at Monash Health between January 2019 and December 2020 were studied. The cohort was divided into two, pediatric (younger than 18 years) and adult (18 years or older). Epileptiform abnormalities (ictal and interictal) were the outcomes investigated. The effect of HV was examined with logistic regression to determine odds ratios with 95% confidence intervals.

Results: In total, we studied 3,273 patients (pediatric = 830, adult = 2,443). In the pediatric cohort, HV significantly increased the diagnostic yield of absence seizures ( p = 0.01, odds ratios 2.44, 95% confidence intervals 1.21-4.93). In adults, HV did not increase the yield of absence seizures ( p = 0.34, odds ratios 0.36, 95% confidence intervals 0.05-2.88). Interictal epileptiform discharges during HV were significantly more frequent in children compared with adults ( p < 0.001, odds ratios 3.81, 95% confidence intervals 2.51-5.77).

Conclusions: Hyperventilation is useful to increase the yield of interictal epileptiform discharges and absence seizures in pediatric patients but not in adults. Hence, routine EEG may be recorded in adults without HV when it is unsafe to perform.

目的:虽然过度通气(HV)可提高儿童脑电图的诊断率,但在成人中应用该方法的证据却相互矛盾。在 COVID-19 大流行期间,历史上首次有大批患者在不使用 HV 的情况下接受脑电图检查。利用这一机会,我们试图研究与成人相比,HV 是否能提高儿童脑电图的诊断率:研究对象为 2019 年 1 月至 2020 年 12 月期间在莫纳什卫生院进行常规脑电图检查的六岁及以上患者。研究对象分为两组,即儿童(18 岁以下)和成人(18 岁或以上)。痫样异常(发作期和发作间期)是研究的结果。我们采用逻辑回归法对HV的影响进行了研究,以确定带有95%置信区间的几率比:我们总共研究了 3273 名患者(儿童 = 830 人,成人 = 2443 人)。在儿童组群中,HV 能显著提高失神发作的诊断率(p = 0.01,几率比 2.44,95% 置信区间 1.21-4.93)。在成人中,HV 并未提高失神发作的诊断率(p = 0.34,几率比 0.36,95% 置信区间 0.05-2.88)。与成人相比,儿童在高压通气时发作间期癫痫样放电的频率明显更高(p < 0.001,几率比 3.81,95% 置信区间 2.51-5.77):结论:过度通气有助于提高儿童患者发作间期癫痫样放电和失神发作的检出率,但对成人则无效。因此,在不安全的情况下,可在成人中记录常规脑电图,而无需进行过度换气。
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引用次数: 0
Four State Sleep Staging From a Multilayered Algorithm Using Electrocardiographic and Actigraphic Data. 使用心电图和活动心电图数据的多层算法的四状态睡眠分级。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-11-01 Epub Date: 2023-10-05 DOI: 10.1097/WNP.0000000000001038
Mario Garingo, Chaim Katz, Kramay Patel, Stephan Meyer Zum Alten Borgloh, Parisa Sabetian, Jeffrey Durmer, Sharon Chiang, Vikram R Rao, John M Stern

Purpose: Sleep studies are important to evaluate sleep and sleep-related disorders. The standard test for evaluating sleep is polysomnography, during which several physiological signals are recorded separately and simultaneously with specialized equipment that requires a technologist. Simpler recordings that can model the results of a polysomnography would provide the benefit of expanding the possibilities of sleep recordings.

Methods: Using the publicly available sleep data set from the multiethnic study of atherosclerosis and 1769 nights of sleep, we extracted a distinct data subset with engineered features of the biomarkers collected by actigraphic, oxygenation, and electrocardiographic sensors. We then applied scalable models with recurrent neural network and Extreme Gradient Boosting (XGBoost) with a layered approach to produce an algorithm that we then validated with a separate data set of 177 nights.

Results: The algorithm achieved an overall performance of 0.833 accuracy and 0.736 kappa in classifying into four states: wake, light sleep, deep sleep, and rapid eye movement (REM). Using feature analysis, we demonstrated that heart rate variability is the most salient feature, which is similar to prior reports.

Conclusions: Our results demonstrate the potential benefit of a multilayered algorithm and achieved higher accuracy and kappa than previously described approaches for staging sleep. The results further the possibility of simple, wearable devices for sleep staging. Code is available at https://github.com/NovelaNeuro/nEureka-SleepStaging .

目的:睡眠研究对评估睡眠和睡眠相关障碍很重要。评估睡眠的标准测试是多导睡眠图,在此过程中,使用需要技术专家的专业设备分别同时记录几个生理信号。更简单的记录可以模拟多导睡眠图的结果,这将有助于扩大睡眠记录的可能性。方法:使用动脉粥样硬化多民族研究和1769晚睡眠的公开可用睡眠数据集,我们提取了一个具有活动、氧合和心电图传感器收集的生物标志物工程特征的独特数据子集。然后,我们将具有递归神经网络的可扩展模型和具有分层方法的极限梯度提升(XGBoost)应用于生成算法,然后用177个夜晚的单独数据集对该算法进行验证。结果:该算法在分类为四种状态方面获得了0.833的准确率和0.736的kappa的总体性能:清醒、轻度睡眠、深度睡眠和快速眼动(REM)。使用特征分析,我们证明了心率变异性是最显著的特征,这与之前的报告类似。结论:我们的结果证明了多层算法的潜在优势,并实现了比先前描述的睡眠分期方法更高的准确性和kappa。研究结果进一步证明了使用简单、可穿戴设备进行睡眠分期的可能性。代码可在https://github.com/NovelaNeuro/nEureka-SleepStaging.
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引用次数: 0
Book Review for Neuromuscular and Electrodiagnostic Medicine Board Review. 神经肌肉与电诊断医学委员会复习》书评。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-11-01 Epub Date: 2024-10-02 DOI: 10.1097/WNP.0000000000001111
Nicholas Purcell, Pitcha Chompoopong
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引用次数: 0
Intraoperative Neurophysiologic Monitoring Improves Neurologic Outcomes in Eloquent Brain Areas and Aids in Increasing the Volume of Resected Glioma: Current Results Compared With Historical Controls. 术中神经生理监测改善了脑功能区的神经预后,并有助于增加切除胶质瘤的体积:当前结果与历史对照比较。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-10-17 DOI: 10.1097/WNP.0000000000001127
Elif Ilgaz Aydinlar, Ramazan Sari, Pinar Yalinay Dikmen, İlhan Elmaci

Purpose: This study aims to show the impact of multimodal intraoperative neurophysiologic monitoring (IOM) in glioma surgery in preventing severe neurologic injury and increasing tumor removal by comparing the historical cases where IOM was not used.

Methods: Fifty-nine patients with glial tumors located nearby the eloquent area, operated by the same surgeon, were included in the study. Between 2008 and 2012, 21 patients were operated on without IOM (non-IOM); between 2018 and 2021, 38 patients were operated on with IOM.

Results: The preoperative Karnofsky performance status scale (KPSS) scores were not statistically significant between non-IOM and IOM groups (P = 0.351). Postoperative KPSS (mean 97.9) scores were 15.7% higher than preoperative KPSS (mean 84.6) in the IOM group (P < 0.001). Conversely, there was no significant difference between preoperative and postoperative KPSS scores (mean 78.5 and 81.5, respectively) in the non-IOM group (P = 0.472). Moreover, postoperative KPSS scores were 20% higher in the IOM group than in the non-IOM group (P < 0.001). Preoperative tumor sizes were double the size in the non-IOM group compared with those in the IOM group (P = 0.007). Nevertheless, the postsurgery tumor residue volume was almost four times higher in the non-IOM group than that in the IOM group (P = 0.035). A median of 93.35% of the tumor volume was resected in the IOM group, but only 77.26% of the tumor was removed in the non-IOM group (P < 0.001).

Conclusions: Intraoperative neurophysiologic monitoring helps in a more radical tumor resection in glial tumors located close to the eloquent area, improves postoperative neurologic outcomes, and maintains the patient's quality of life.

目的:本研究旨在通过对比历史上未使用多模式术中神经生理监测(IOM)的病例,显示在胶质瘤手术中多模式术中神经生理监测(IOM)在预防严重神经损伤和增加肿瘤切除方面的作用。方法:选取59例经同一外科医生手术的邻近雄辩区神经胶质肿瘤患者作为研究对象。2008年至2012年,21例患者无IOM(非IOM)手术;2018年至2021年期间,有38名患者接受了IOM手术。结果:术前Karnofsky绩效状态量表(KPSS)评分在非移植组与移植组之间差异无统计学意义(P = 0.351)。IOM组术后KPSS评分(平均97.9分)较术前KPSS评分(平均84.6分)提高15.7% (P < 0.001)。相反,非iom组术前和术后KPSS评分(平均分别为78.5和81.5)差异无统计学意义(P = 0.472)。此外,IOM组术后KPSS评分比非IOM组高20% (P < 0.001)。术前肿瘤大小是非IOM组的两倍(P = 0.007)。然而,非IOM组术后肿瘤残留体积几乎是IOM组的4倍(P = 0.035)。IOM组中位肿瘤切除率为93.35%,非IOM组中位肿瘤切除率仅为77.26% (P < 0.001)。结论:术中神经生理监测有助于更彻底地切除靠近雄辩区神经胶质肿瘤,改善术后神经预后,维持患者的生活质量。
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引用次数: 0
Quantitative Electroencephalography Biomarkers in Patients With Anti-N-methyl-D-aspartate Receptor Encephalitis: A Case-Control Study. 抗n -甲基- d -天冬氨酸受体脑炎患者的定量脑电图生物标志物:一项病例对照研究
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-10-11 DOI: 10.1097/WNP.0000000000001124
César Alejandro David Cancino, Carlos Trenado, Peter W Kaplan, Felipe Alberto Gómez Ávila, María Del Carmen Fernández González-Aragón, Álvaro José Moreno Avellán, Carlos Alberto Soto Rincón, Gerardo Arturo Quiñones Pesqueira, Daniel San-Juan

Purpose: Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is an autoimmune reaction involving Immunoglobulin G antibodies against GluN1 subunit of NMDAR. Absence of biomarkers for early diagnosis and prognosis poses a challenge. Several small case-control studies have emphasized the prospect of quantitative EEG measurements. This study aimed to analyze and identify novel scalp quantitative EEG biomarkers and their implications on outcome of NMDRA encephalitis compared with a control group.

Methods: Retrospective (2012-2021) case-control study of patients with NMDRA encephalitis and with acute/subacute encephalitis from other causes. Clinical variables and outcomes were assessed with modified Rankin Scale at admission, discharge, and follow-up. All patients underwent extensive diagnostic workup, including scalp EEG within 72 hours of admission. Quantitative EEG was calculated for Renyi, Tsalis entropy, Hjorth complexity, mean energy, and spectral power of the following frequency bands and ratios: delta (0.5-4 Hz), theta (5-8 Hz), alpha (9-14 Hz), beta (15-30 Hz), gamma (31-45 Hz), gamma-beta, beta/alpha, beta/theta, and beta/delta. Descriptive statistics, power frequency bands, complexity measures, and Wilcoxon rank sum test were used.

Results: Patients with anti-NMDAR encephalitis had significantly higher delta frequency peak power, higher beta/alpha and gamma/beta frequency ratios, lower alpha and beta peak power, and lower beta/delta frequency ratio than the control group. In patients with anti-NMDAR encephalitis, higher delta and alpha peak power had the worst clinical outcome, at discharge and follow-up, and patients with higher gamma peak power had better outcomes.

Conclusions: Quantitative EEG is a valuable tool to differentiate anti-NMDAR encephalitis from other inflammatory encephalitis and predict outcomes in patients with anti-NMDAR encephalitis.

目的:抗n -甲基- d -天冬氨酸受体(NMDAR)脑炎是一种自身免疫反应,涉及抗NMDAR GluN1亚基的免疫球蛋白G抗体。缺乏早期诊断和预后的生物标志物是一个挑战。几项小型病例对照研究强调了定量脑电图测量的前景。本研究旨在分析和鉴定新的头皮定量脑电图生物标志物及其对NMDRA脑炎预后的影响,并与对照组进行比较。方法:回顾性(2012-2021)对NMDRA脑炎和其他原因的急性/亚急性脑炎患者进行病例对照研究。在入院、出院和随访时采用改良兰金量表评估临床变量和结果。所有患者均接受了广泛的诊断检查,包括入院72小时内的头皮脑电图。定量脑电计算以下频带和比率的Renyi、Tsalis熵、Hjorth复杂度、平均能量和谱功率:delta (0.5-4 Hz)、theta (5-8 Hz)、alpha (9-14 Hz)、beta (15-30 Hz)、gamma (31-45 Hz)、gamma-beta、beta/alpha、beta/theta和beta/delta。采用描述性统计、功率频带、复杂性测度和Wilcoxon秩和检验。结果:抗nmdar脑炎患者的δ频率峰值功率显著高于对照组,β / α和γ / β频率比显著高于对照组,α和β峰值功率显著低于对照组,β / δ频率比显著低于对照组。在抗nmdar脑炎患者中,较高的δ和α峰功率在出院和随访时的临床预后最差,而较高的γ峰功率患者的预后较好。结论:定量脑电图是区分抗nmdar脑炎与其他炎症性脑炎的重要工具,可预测抗nmdar脑炎患者的预后。
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引用次数: 0
Diagnostic Value of Bereitschaftspotential in People With Functional Seizures. 功能性癫痫患者的 Bereitschaftspotential 诊断价值。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-10-03 DOI: 10.1097/WNP.0000000000001123
Christoph S Dietze, Dieke van Waart-Houtman, Anne Marthe Meppelink, Mireille Bourez-Swart, Job van der Palen, Maeike Zijlmans, Sandra M A van der Salm

Purpose: Bereitschaftspotential (BP) or readiness potential in people with functional movement disorders can aid diagnostic workup. We evaluated the diagnostic value of BP as an interictal EEG marker in people with functional seizures (FS).

Methods: We recorded and analyzed BP interictal before intended movements in 17 adults with FS and 17 controls with alternative diagnoses. We evaluated the signals for the presence of BP, latency, amplitude, and early versus late BP.

Results: Bereitschaftspotential was present in all except one person with FS. We found no significant differences in the latency and amplitude of BP between participants with FS and controls. The early BP showed the most significant variance in amplitude, latency, and presence.

Conclusions: We found interictal typical BP values in participants with FS and variable semiology, while earlier research found interictal no BP in functional movement disorders. These findings do not support the use of BP as an interictal diagnostic tool for FS. Differences in early BP and focus on FS with pure motor semiology are starting points for further research evaluating potential interictal markers in people with FS.

目的:功能性运动障碍患者的Bereitschaftspotential(BP)或准备电位有助于诊断工作。我们评估了 BP 作为功能性癫痫发作(FS)患者发作间期脑电图标记的诊断价值:我们记录并分析了 17 名成人功能性癫痫患者和 17 名有其他诊断的对照组患者在意图运动前的发作间期脑电图。我们评估了 BP 的存在、潜伏期、振幅以及早期与晚期 BP 的信号:结果:除一名 FS 患者外,其他所有患者都出现了 Bereitschaftspotential。我们发现,FS 患者与对照组患者在 BP 的潜伏期和振幅方面没有明显差异。早期 BP 在振幅、潜伏期和存在性方面的差异最大:结论:我们发现 FS 患者发作间期的典型 BP 值和可变的半身像,而早期研究发现功能性运动障碍患者发作间期无 BP。这些发现并不支持将 BP 用作 FS 的发作间期诊断工具。早期血压的差异以及对具有纯运动半身像的FS的关注是进一步研究评估FS患者潜在发作间期标志物的起点。
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引用次数: 0
Chronobiological Spatial Clusters of Cortical Regions in the Human Brain. 人脑皮质区域的时间生物学空间群。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-10-02 DOI: 10.1097/WNP.0000000000001119
Ravindra Arya, Gabrielle T Petito, Jeremy Housekeeper, Jason Buroker, Craig Scholle, Brian Ervin, Clayton Frink, Paul S Horn, Wei Liu, Marc Ruben, David F Smith, Jesse Skoch, Francesco T Mangano, Hansel M Greiner, Katherine D Holland

Purpose: We demonstrate that different regions of the cerebral cortex have different diurnal rhythms of spontaneously occurring high-frequency oscillations (HFOs).

Methods: High-frequency oscillations were assessed with standard-of-care stereotactic electroencephalography in patients with drug-resistant epilepsy. To ensure generalizability of our findings beyond patients with drug-resistant epilepsy, we excluded stereotactic electroencephalography electrode contacts lying within seizure-onset zones, epileptogenic lesions, having frequent epileptiform activity, and excessive artifact. For each patient, we evaluated twenty-four 5-minute stereotactic electroencephalography epochs, sampled hourly throughout the day, and obtained the HFO rate (number of HFOs/minute) in every stereotactic electroencephalography channel. We analyzed diurnal rhythms of the HFO rates with the cosinor model and clustered neuroanatomic parcels in a standard brain space based on similarity of their cosinor parameters. Finally, we compared overlap among resting-state networks, described in the neuroimaging literature, and chronobiological spatial clusters discovered by us.

Results: We found five clusters that localized predominantly or exclusively to the left perisylvian, left perirolandic and left temporal, right perisylvian and right parietal, right frontal, and right insular-opercular cortices, respectively. These clusters were characterized by similarity of the HFO rates according to the time of the day. Also, these chronobiological spatial clusters preferentially overlapped with specific resting-state networks, particularly default mode network (clusters 1 and 3), frontoparietal network (cluster 1), visual network (cluster 1), and mesial temporal network (cluster 2).

Conclusions: This is probably the first human study to report clusters of cortical regions with similar diurnal rhythms of electrographic activity. Overlap with resting-state networks attests to their functional significance and has implications for understanding cognitive functions and epilepsy-related mortality.

目的:我们证明了大脑皮层的不同区域具有不同的自发高频振荡(HFOs)昼夜节律。方法:在耐药性癫痫患者中使用标准护理立体定向脑电图评估高频振荡。为了确保我们的研究结果不局限于耐药性癫痫患者,我们排除了癫痫发作区内的立体定向脑电图电极接触点、致痫性病变、频繁的癫痫样活动和过度伪像。我们对每位患者进行了 24 个 5 分钟的立体定向脑电图纪元评估,全天每小时采样一次,并获得了每个立体定向脑电图通道的 HFO 率(HFOs/分钟数)。我们用cosinor模型分析了HFO率的昼夜节律,并根据其cosinor参数的相似性在标准脑空间中对神经解剖区块进行了聚类。最后,我们比较了神经影像文献中描述的静息态网络与我们发现的时间生物学空间集群之间的重叠情况:结果:我们发现了五个集群,它们分别主要或完全位于左侧颞叶周围皮层、左侧岛叶周围皮层和左侧颞叶皮层、右侧颞叶周围皮层和右侧顶叶皮层、右侧额叶皮层和右侧岛叶-小脑皮层。这些集群的特点是一天中不同时间的 HFO 率相似。此外,这些时间生物学空间集群优先与特定的静息态网络重叠,尤其是默认模式网络(集群1和3)、额顶叶网络(集群1)、视觉网络(集群1)和中颞网络(集群2):这可能是第一项人类研究报告了具有相似昼夜节律电图活动的皮层区域群。与静息态网络的重叠证明了它们的功能意义,并对了解认知功能和癫痫相关死亡率具有重要意义。
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引用次数: 0
Classifying High-Frequency Oscillations by Morphologic Contrast to Background, With Surgical Outcome Correlates. 通过形态与背景的对比对高频振荡进行分类,并与手术结果相关。
IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2024-10-02 DOI: 10.1097/WNP.0000000000001121
Kurt Qing, Erica Von Stein, Lisa Yamada, Adam Fogarty, Paul Nuyujukian

Purpose: Ictal high-frequency oscillations (HFOs) are a reliable indicator of a seizure onset zone for intracranial EEG recordings. Interictal HFOs often are also observed and may be a useful biomarker to supplement ictal data, but distinguishing pathologic from physiologic HFOs continues to be a challenging task. We present a method of classifying HFOs based on morphologic contrast to the background.

Methods: We retrospectively screened 31 consecutive patients who underwent intracranial recordings for epilepsy at Stanford Medical Center during a 2-year period, and 13 patients met the criteria for inclusion. Interictal EEG data were analyzed using an automated event detector followed by morphologic feature extraction and k-means clustering. Instead of only using event features, the algorithm also incorporated features of the background adjacent to the events. High-frequency oscillations with higher morphologic contrast to the background were labeled as pathologic, and "hotspots" with the most active pathologic HFOs were identified and compared with clinically determined seizure onset zones.

Results: Clustering with contrast features produced groups with better separation and more consistent boundaries. Eleven of the 13 patients proceeded to surgery, and patients whose hotspots matched seizure onset zones had better outcomes, with 4 out of 5 "match" patients having no disabling seizures at 1+ year postoperatively (Engel I or International League Against Epilepsy Class 1-2), while all "mismatch" patients continued to have disabling seizures (Fisher exact test P-value = 0.015).

Conclusions: High-frequency oscillations with higher contrast to background more likely represent paroxysmal bursts of pathologic activity. Patients with HFO hotspots outside of identified seizure onset zones may not respond as well to surgery.

目的:在颅内脑电图记录中,发作期高频振荡(HFOs)是癫痫发作起始区的可靠指标。发作间期高频振荡也经常被观察到,它可能是补充发作数据的有用生物标志物,但区分病理性和生理性高频振荡仍是一项具有挑战性的任务。我们提出了一种根据与背景的形态对比对 HFO 进行分类的方法:我们回顾性地筛选了斯坦福医学中心在两年内因癫痫而接受颅内记录的 31 名连续患者,其中 13 名患者符合纳入标准。采用自动事件检测器分析发作间期脑电图数据,然后进行形态特征提取和k均值聚类。该算法不仅使用事件特征,还结合了事件附近的背景特征。与背景有较高形态对比的高频振荡被标记为病理性振荡,病理高频振荡最活跃的 "热点 "被识别出来,并与临床确定的癫痫发作起始区进行比较:结果:利用对比度特征进行聚类后,分组的分离度更高,边界更一致。13 名患者中有 11 名接受了手术治疗,热点与癫痫发作区匹配的患者预后较好,5 名 "匹配 "患者中有 4 名在术后 1+ 年无致残性癫痫发作(恩格尔 I 级或国际抗癫痫联盟 1-2 级),而所有 "不匹配 "患者仍有致残性癫痫发作(费雪精确检验 P-value = 0.015):结论:与背景对比度较高的高频振荡更有可能代表阵发性爆发的病理活动。结论:与背景对比度较高的高频振荡更有可能代表阵发性病理活动。在已识别的癫痫发作起始区之外存在高频振荡热点的患者可能对手术反应不佳。
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Journal of Clinical Neurophysiology
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