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Response to: Alpha Rhythm, Alpha Coma and Entropy in EEG. 对脑电图α节律、α昏迷和熵的反应。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-06-17 DOI: 10.1097/WNP.0000000000001178
Giulio Degano, Pia De Stefano
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引用次数: 0
The Predictive Power of Intraoperative EEG and Clinical Characteristics for Postoperative Delirium Following Cardiac Surgery. 术中脑电图及临床特征对心脏手术后谵妄的预测能力。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-01-28 DOI: 10.1097/WNP.0000000000001146
Kwame Wiredu, Haoqi Sun, Gonzalo Boncompte, M Brandon Westover, Juan C Pedemonte, Oluwaseun Akeju

Introduction: Postoperative delirium is common and associated with poor postoperative outcomes. However, the predictive power of intraoperative electroencephalogram (EEG) features for postoperative delirium has not yet been well studied.

Methods: Intraoperative EEG data from 261 patients who underwent major cardiac surgery were analyzed. Cases were identified using the Confusion Assessment Method. Predictive analytics for delirium outcome were performed using (1) only clinical data, (2) only EEG data, and (3) a combined list of important features from the first two stages.

Results: Eleven percentage of participants experienced postoperative delirium. The patients were generally older and had lower physical and cognitive function. EEG models were found to be highly specific but less sensitive in identifying delirium cases. The combined EEG-clinical model performed comparably to the clinical-only model (AUC = 80%) but outperformed the EEG-only model (AUC = 56%). After adjusting for clinical covariates, only interhemispheric mutual information remained significantly associated with delirium (OR = 2.29, p = 0.03), with a positive correlation with delirium severity (ρ = 0.18, P ≤ 0.01).

Conclusions: This study enhances our understanding of delirium neurophysiology by emphasizing the role of intraoperative EEG as a marker of brain vulnerability. Although EEG may not constitute a standalone biomarker of delirium, it holds promise for delirium risk stratification.

前言:术后谵妄是常见的,并与术后不良预后相关。然而,术中脑电图(EEG)特征对术后谵妄的预测能力尚未得到很好的研究。方法:对261例心脏大手术患者术中脑电图资料进行分析。使用混淆评估法对病例进行识别。谵妄结果的预测分析使用(1)仅临床数据,(2)仅脑电图数据,(3)前两个阶段的重要特征的组合列表。结果:11%的参与者出现术后谵妄。患者一般年龄较大,身体和认知功能较差。发现脑电图模型在识别谵妄病例方面具有高度特异性,但敏感性较低。脑电图-临床联合模型的表现与单纯临床模型相当(AUC = 80%),但优于单纯脑电图模型(AUC = 56%)。在调整临床协变量后,只有半球间互信息与谵妄保持显著相关(OR = 2.29, p = 0.03),与谵妄严重程度呈正相关(ρ = 0.18, p≤0.01)。结论:本研究通过强调术中脑电图作为脑易损性标志的作用,增强了我们对谵妄神经生理学的认识。虽然脑电图可能不构成谵妄的一个独立的生物标志物,它有希望谵妄的风险分层。
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引用次数: 0
The Role of Intraoperative Neurophysiologic Monitoring on Surgical Decision Making and Neurologic Outcomes in Pediatric Patients With Intramedullary Spinal Cord Tumors. 术中神经生理监测在小儿髓内脊髓肿瘤患者手术决策和神经系统预后中的作用。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-02-26 DOI: 10.1097/WNP.0000000000001153
Joanna E Papadakis, Amanda Mosher, Anna L Slingerland, John S Albanese, Steven J Staffa, Mitali Bose, Matthew Toczylowlski, Katie P Fehnel

Purpose: Maximal safe resection is recommended for intramedullary spinal cord tumors (IMSCT). Tools to minimize surgical morbidity are, therefore, critical. We review intraoperative neurophysiologic monitoring (IONM) in a large series of pediatric IMSCTs, focusing on its relationship with functional outcomes and surgical decision making.

Methods: A single-institution, retrospective review of all IMSCT resections with IONM from 2000 to 2022 was conducted. Univariate analysis evaluated IONM changes with clinical and functional outcomes across an extended follow-up period.

Results: Among the 59 IMSCT cases with IONM that met inclusion, somatosensory evoked potentials were used in 89.8%, motor evoked potentials in 86.4%, and Direct wave monitoring in 18.6%. Almost a third of patients experienced intraoperative changes in motor evoked potentials, somatosensory evoked potentials, and Direct waves, respectively, depending on the modality of IONM used. Monitoring alerts were more common in older patients (≥15 years) and those with larger tumors, and often led to longer hospital/intensive care unit stays and a higher rate of discharge to inpatient rehabilitation. Motor evoked potential and Direct wave alerts significantly affected the surgeon's decision to stop further resection ( p = 0.001 and p = 0.067). Marked somatosensory evoked potential changes were associated with worse immediate postoperative sensory deficits (<6-weeks, p < 0.05). At 1-year follow-up, most patients experienced improved functional outcomes, with favorable motor and sensory recovery.

Conclusions: Multiple IONM modalities are technically feasible in pediatric IMSCTs and help guide surgical decision making. Intraoperative neurophysiologic monitoring alerts were more common in patients with larger tumors and older ages, significantly affecting the surgeon's decision to stop further resection. Although associated with longer hospital/intensive care unit stays and increased discharge rates to rehabilitation, IONM changes did not significantly affect long-term functional outcomes.

目的:推荐髓内脊髓肿瘤(IMSCT)的最大安全切除术。因此,减少手术并发症的工具是至关重要的。我们回顾了大量儿童imsct的术中神经生理监测(IONM),重点关注其与功能结局和手术决策的关系。方法:对2000年至2022年所有采用IONM的IMSCT切除术进行单机构回顾性分析。单变量分析评估了IONM在延长随访期间的临床和功能结果变化。结果:59例符合包络条件的IMSCT中,体感诱发电位占89.8%,运动诱发电位占86.4%,直接波监测占18.6%。几乎三分之一的患者在术中分别经历了运动诱发电位、体感诱发电位和直接波的变化,这取决于所使用的IONM的方式。监测警报在老年患者(≥15岁)和肿瘤较大的患者中更为常见,通常导致住院/重症监护病房住院时间更长,住院康复率更高。运动诱发电位和直接波警报显著影响外科医生停止进一步切除的决定(p = 0.001和p = 0.067)。明显的体感诱发电位变化与术后立即感觉缺陷的恶化相关(结论:在儿童IMSCTs中,多种IONM模式在技术上是可行的,并有助于指导手术决策。术中神经生理监测警报在肿瘤较大和年龄较大的患者中更为常见,这显著影响了外科医生停止进一步切除的决定。虽然IONM变化与住院/重症监护病房停留时间延长和康复出院率增加有关,但对长期功能结局没有显著影响。
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引用次数: 0
Alpha Rhythm, Alpha Coma, and Entropy in EEG. 脑电图中的α节律、α昏迷和熵。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-06-12 DOI: 10.1097/WNP.0000000000001177
Jose Luis Perez Velazquez, Diego Martin Mateos, Richard Wennberg
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引用次数: 0
Responsive Neurostimulation for Treatment of Drug-Resistant Epilepsy in a Child With Dravet Syndrome. 反应性神经刺激治疗儿童Dravet综合征耐药癫痫。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-14 DOI: 10.1097/WNP.0000000000001190
Reilly F Philliben, Shanna M Swartwood, Audie C Espinoza

Summary: Dravet syndrome is an intractable developmental and epileptic encephalopathy caused primarily by SCN1A haploinsufficiency, leading to impaired NaV1.1 sodium channel function and reduced inhibitory signaling. Despite treatment with antiseizure medications, many patients remain drug resistant, necessitating alternative approaches such as neuromodulation. Responsive neurostimulation (RNS), which detects and responds to abnormal brain activity in real time, has shown promise in generalized epilepsy by targeting the thalamus. Thalamic stimulation can disrupt abnormal oscillatory activity, potentially reducing seizure frequency and severity. This report presents a 7-year-old girl with Dravet syndrome in the setting of a pathogenic SCN1A variant and drug-resistant epilepsy, who experienced numerous generalized seizures daily. After extensive testing and multiple antiseizure medication trials, RNS was implanted with bilateral centromedian nucleus of the thalamus depth electrodes. At her most recent clinic visit, she exhibited a 50% to 75% reduction in seizure frequency, with resolution of myoclonic and myoclonic-atonic seizures. Her family reported significant reductions in rescue medication use, seizure duration, and seizure severity after RNS implantation. This case adds to the growing evidence supporting the use and safety of RNS in pediatric patients with drug-resistant generalized epilepsy and is the first reported instance of RNS treatment in a patient with Dravet syndrome. Although the initial results are promising, further research is needed to explore the long-term efficacy, safety, and neurodevelopmental impacts of RNS in this population. This case highlights the importance of continued research and clinical innovation in neuromodulation therapies for Dravet syndrome.

摘要:Dravet综合征是一种顽固性发育性癫痫性脑病,主要由SCN1A单倍功能不全引起,导致NaV1.1钠通道功能受损和抑制信号减少。尽管有抗癫痫药物治疗,许多患者仍然耐药,需要替代方法,如神经调节。反应性神经刺激(RNS),一种实时检测和响应异常大脑活动的方法,通过靶向丘脑在全身性癫痫中显示出希望。丘脑刺激可以破坏异常的振荡活动,潜在地降低癫痫发作的频率和严重程度。本报告报告了一名患有Dravet综合征的7岁女孩,在致病性SCN1A变异和耐药癫痫的背景下,她每天经历多次全身性癫痫发作。经过广泛的测试和多次抗癫痫药物试验,RNS植入双侧丘脑正中核深度电极。在她最近的一次就诊中,她表现出癫痫发作频率减少了50%至75%,肌阵挛性和肌阵挛性无张力性癫痫发作得到缓解。她的家人报告RNS植入后抢救用药、癫痫发作持续时间和癫痫发作严重程度显著减少。越来越多的证据支持RNS在小儿耐药全面性癫痫患者中的应用和安全性,该病例是首个报道的Dravet综合征患者RNS治疗实例。虽然初步结果很有希望,但还需要进一步的研究来探索RNS在这一人群中的长期疗效、安全性和神经发育影响。这个病例强调了继续研究和临床创新神经调节治疗德拉韦综合征的重要性。
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引用次数: 0
Reference Values of the Tube-Based Laryngeal Adductor Reflex of the Healthy Recurrent Laryngeal Nerve. 健康喉返神经管基喉内收肌反射的参考价值。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-02-10 DOI: 10.1097/WNP.0000000000001150
Maria J Téllez, Juan Manuel Escobar-Montalvo, Catherine F Sinclair, Paola M Rodriguez Morel, Patricia Torralba, Sedat Ulkatan, Mark L Urken

Purpose: This study aimed to establish reference values for laryngeal adductor reflex latency and amplitude under general anesthesia using a noninvasive technique with commercially available electromyographic endotracheal tubes.

Methods: This retrospective observational study included 380 patients undergoing head and neck surgery. The inclusion criteria were recording the laryngeal adductor reflex from the nonsurgical side and the absence of pathology in the recurrent laryngeal nerve. Measurements were taken before incision and surgical completion.

Results: The R1 component medians for the latency and amplitude were 20 ms and 448 µV for the right and 22 ms and 425 µV for the left LARs, respectively. There were significant differences in the R1 latencies between the sides. Quantile regression models revealed that 95th percentile amplitudes exceeded 400 µV, whereas 5% of our data set surpassed 600 µV. The R2 component was present in 26% of patients initially but decreased to 8% at surgical conclusion. The percentage difference between the median R1 value at the end of the surgery, compared with the opening value, was up to 4% for latency and 10% for amplitude.

Conclusions: The R1 component of the laryngeal adductor reflex remains a reliable tool for intraoperative neuromonitoring. This is the largest study to provide reference values for laryngeal adductor reflex, aiding future diagnostic applications in head and neck surgeries.

目的:本研究旨在建立全麻下喉内收肌反射潜伏期和振幅的参考值,采用无创技术,使用市售的气管内肌电图管。方法:回顾性观察研究包括380例接受头颈部手术的患者。纳入标准是记录喉内收肌反射从非手术侧和喉返神经无病理。在切开和手术完成前测量。结果:R1分量的潜伏期中值为20 ms,振幅中值为448µV,左侧的潜伏期中值为22 ms,振幅中值为425µV。两侧的R1潜伏期有显著差异。分位数回归模型显示,第95个百分位振幅超过400µV,而我们的数据集中有5%超过600µV。最初26%的患者存在R2成分,但手术结束时降至8%。手术结束时R1的中位值与手术开始时的值相比,潜伏期的差值高达4%,振幅的差值高达10%。结论:喉内收反射R1分量仍然是术中神经监测的可靠工具。这是为喉内收反射提供参考价值的最大研究,有助于未来头颈部手术的诊断应用。
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引用次数: 0
The Effect of Playing Career on Chronic Neurophysiologic Changes in Retired Male Football Players: An Exploratory Study Using Transcranial Magnetic Stimulation. 职业生涯对退役男子足球运动员慢性神经生理变化的影响:经颅磁刺激的探索性研究。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-03-06 DOI: 10.1097/WNP.0000000000001155
Alan J Pearce, Jamie Tallent, Ashlyn K Frazer, Billymo Rist, Dawson J Kidgell

Purpose: Repetitive head impact exposure, from contact and collision sports, are increasingly being attributed to increased risk of neurodegenerative disease in aging athletes. This exploratory study investigated the association of playing career in retired professional contact sport athletes with cortical neurophysiology via transcranial magnetic stimulation (TMS).

Methods: This study used a cross-correlation design without a control group. Male athletes between the ages of 28 and 68 years ( n = 113; mean age [SD] 48.8 [9.7]) who had been retired from professional sport for a minimum of 5 years were recruited. Cortical excitability was measured using single pulse TMS for motor evoked potentials and paired pulse for short-interval intracortical inhibition and long-interval intracortical inhibition. Associations were assessed between TMS measures and concussion history, clinical symptom scores, total career length (including junior to complete retirement), and professional career length (elite competition only).

Results: Correlations showed significant associations between motor evoked potentials and clinical symptom reporting ( rho : -0.21 to -0.38; P < 0.01) and motor evoked potentials and short-interval intracortical inhibition with total career length ( rho : 0.26 to -0.33; P < 0.01). No significant correlations were observed between single and paired-pulse TMS and professional career length ( rho : 0.16 to -0.15), nor the number of concussions ( rho : 0.17 to -0.17).

Conclusions: This exploratory study is the first to report pathophysiologic outcomes in a cohort of retired professional athletes associated with total career exposure, rather than professional career exposure or concussion history. Without a control group comparison and cross-correlational design, these preliminary results should be viewed with caution; however, TMS assessment could be considered a viable biomarker in future studies of retired athletes classified with traumatic encephalopathy syndrome.

目的:重复性的头部撞击暴露,从接触和碰撞运动中,越来越多地被归因于老年运动员神经退行性疾病的风险增加。本研究采用经颅磁刺激(TMS)对职业接触性运动退役运动员运动生涯与皮质神经生理的关系进行了探索性研究。方法:本研究采用交叉相关设计,不设对照组。28 ~ 68岁男性运动员(n = 113;平均年龄[SD] 48.8[9.7]),从职业体育退役至少5年。皮层兴奋性采用单脉冲TMS测量运动诱发电位,成对脉冲测量短间隔皮质内抑制和长间隔皮质内抑制。评估TMS测量与脑震荡史、临床症状评分、总职业生涯长度(包括初级到完全退休)和职业生涯长度(仅限精英比赛)之间的关联。结果:运动诱发电位与临床症状报告之间存在显著相关性(rho: -0.21 ~ -0.38;P < 0.01),运动诱发电位和短间隔皮质内抑制与总职业生涯长度的关系(rho: 0.26 ~ -0.33;P < 0.01)。单脉冲和配对脉冲TMS与职业生涯长度(rho: 0.16 ~ -0.15)和脑震荡次数(rho: 0.17 ~ -0.17)之间无显著相关。结论:本探索性研究首次报道了一组退役职业运动员的病理生理结果与总职业暴露有关,而不是与职业暴露或脑震荡史有关。在没有对照组比较和交叉相关设计的情况下,这些初步结果应该谨慎看待;然而,经颅磁刺激评估可以被认为是未来研究创伤性脑病综合征退役运动员的可行生物标志物。
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引用次数: 0
The Role of Intraoperative Neurophysiologic Monitoring in Asleep AVM Resection: Indication or Redundancy? 术中神经生理监测在睡眠期动静脉畸形切除术中的作用:指征还是冗余?
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-10-13 DOI: 10.1097/WNP.0000000000001214
Matteo Palermo, Gianluca Trevisi, Alessio Albanese, Carmelo Lucio Sturiale

Purpose: The surgical resection of cerebral arteriovenous malformations (AVMs) presents a significant neurosurgical challenge, particularly because of the need to achieve complete obliteration of the nidus while preserving neurologic function. AVMs located within or adjacent to eloquent regions such as the motor or language cortex carry a high risk of postoperative deficits. To mitigate these risks, a variety of intraoperative tools have been developed to enhance surgical safety and decision making.

Methods: Cortical and subcortical mapping is a dynamic technique that helps identify and preserve critical functional areas by applying targeted electrical stimulation to the cortex or subcortical white matter and observing motor or sensory responses. Additional neuromonitoring modalities include electrocorticography (ECoG), somatosensory evoked potentials, and motor evoked potentials, each contributing distinct insights into neural pathway integrity during resection.

Results: A systematic review was performed using 2 databases (PubMed/MEDLINE and Scopus), yielding 892 initial results. After applying inclusion and exclusion criteria, six studies were selected for final analysis. These studies collectively included 63 patients who underwent AVM resection with the aid of intraoperative neurophysiologic monitoring or mapping.

Conclusions: Intraoperative neurophysiologic monitoring plays a critical role in the safe resection of high-grade or eloquently located AVMs. Although its routine use in low-grade lesions remains debatable, intraoperative neurophysiologic monitoring offers significant intraoperative value by helping surgeons recognize functional limits in real time. In select cases, it enables a strategic shift toward subtotal resection with planned adjuvant radiosurgery, reducing the risk of permanent neurologic deficits.

目的:脑动静脉畸形(AVMs)的手术切除提出了一个重大的神经外科挑战,特别是因为需要在保留神经功能的同时实现病灶的完全闭塞。动静脉畸形位于或邻近雄辩区,如运动或语言皮层,具有术后功能缺损的高风险。为了减轻这些风险,各种术中工具被开发出来,以提高手术安全性和决策能力。方法:皮层和皮层下映射是一种动态技术,通过对皮层或皮层下白质施加有针对性的电刺激并观察运动或感觉反应,有助于识别和保护关键功能区。其他神经监测方式包括皮质电图(ECoG)、体感诱发电位和运动诱发电位,每一种方式都有助于了解切除过程中神经通路的完整性。结果:使用2个数据库(PubMed/MEDLINE和Scopus)进行系统评价,产生892个初始结果。应用纳入和排除标准后,选择6项研究进行最终分析。这些研究总共包括63例在术中神经生理监测或绘图的帮助下接受AVM切除术的患者。结论:术中神经生理监测对高级别或高位置动静脉畸形的安全切除起着至关重要的作用。尽管其在低级别病变中的常规应用仍有争议,但术中神经生理监测通过帮助外科医生实时识别功能限制提供了重要的术中价值。在特定的病例中,它可以实现向次全切除和计划的辅助放射手术的战略转变,降低永久性神经功能缺损的风险。
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引用次数: 0
Epilepsy Surgery Education: A Survey of US Epilepsy Fellowship Program Directors. 癫痫外科教育:美国癫痫奖学金项目主任的调查。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-02-12 DOI: 10.1097/WNP.0000000000001144
Roohi Katyal, Irfan S Sheikh, Camilo Gutierrez, Saurabh R Sinha, B Keith Day, Jay R Gavvala, Sameer A Sheth, Elaine Wirrell, Sándor Beniczky, Fábio A Nascimento

Purpose: To understand the current state of epilepsy surgery education delivered to epilepsy fellows in the United States.

Methods: An online survey focused on characteristics of epilepsy surgery education was distributed to all 93 epilepsy fellowship program directors listed on the ACGME website (accessed in May 2022). Programs were stratified per the number of fellows currently enrolled: 0 to 3 (group A) and ≥4 (group B).

Results: Forty-one of 93 (44%) epilepsy fellowship programs were included in the study. The average number of resective surgeries, ablations, or corpus callosotomies per year was mostly 0 to 30 (54%) in group A and mostly >30 (80%) in group B ( P = 0.05). The average number of intracranial implantations per year was mostly 0 to 20 (58%) in group A and mostly >20 (80%) in group B ( P < 0.05). The average number of neurostimulation implantations per year was 15 (range 0-90; vagal nerve stimulation), 7 (range 0-25; responsive neurostimulation), and 4 (range 0-10; deep brain stimulation). In 78% of programs, fellows are not required to present a minimum number of epilepsy surgery cases in multidisciplinary conference before graduation. Roughly half of programs (51%) reported not using objective measures to assess fellow competency in epilepsy surgery.

Conclusions: Our results suggest significant variability in epilepsy surgery volume and, consequently, fellow exposure to surgical cases and lack of standardized, objective measures in fellow teaching and assessment in the field of epilepsy surgery across programs in the United States. We advocate development of a core epilepsy surgery curriculum including minimum standards at the national level.

目的:了解美国对癫痫研究员进行癫痫外科教育的现状。方法:对ACGME网站上列出的93名癫痫奖学金项目主任(于2022年5月访问)进行在线调查,重点了解癫痫外科教育的特点。项目按目前入组的研究人员数量分层:0 - 3人(A组)和≥4人(B组)。结果:93个癫痫研究项目中有41个(44%)被纳入研究。A组平均每年切除、消融或胼胝体切开术次数为0 ~ 30例(54%),B组平均每年切除、消融或胼胝体切开术次数为0 ~ 30例(80%)(P = 0.05)。A组平均年颅内植入次数多为0 ~ 20次(58%),B组平均年颅内植入次数多为0 ~ 20次(80%)(P < 0.05)。平均每年神经刺激植入次数为15次(范围0-90次;迷走神经刺激),7(范围0-25;反应性神经刺激)和4(范围0-10;深部脑刺激)。在78%的项目中,研究员不需要在毕业前在多学科会议上提交最少数量的癫痫手术病例。大约一半的项目(51%)报告没有使用客观的措施来评估癫痫外科医生的能力。结论:我们的研究结果表明,癫痫手术量存在显著差异,因此,在美国癫痫手术领域的各个项目中,同事接触手术病例以及缺乏标准化、客观的教学和评估措施。我们提倡制定核心癫痫外科课程,包括国家一级的最低标准。
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引用次数: 0
A Quantitative Electroencephalographic Index for Stroke Detection in Adults. 定量脑电图指数检测成人脑卒中。
IF 1.7 4区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2026-01-01 Epub Date: 2025-03-05 DOI: 10.1097/WNP.0000000000001151
Mauro Caffarelli, Roxanne Simmons, Illya Tolokh, Vishnu Karukonda, Elan L Guterman, Wade Smith, Christine K Fox, M Brandon Westover, Edilberto Amorim

Purpose: Electroencephalography (EEG) remains underutilized for stroke characterization. We sought to assess the performance of the EEG Correlate Of Injury to the Nervous system (COIN) index, a quantitative metric designed for stroke recognition in children, in discriminating large from small ischemic strokes in adults.

Methods: Retrospective, single-center cohort of adults with acute (within 7 days) ischemic stroke who underwent at least 8 hours of continuous EEG monitoring in hospital. Stroke size was categorized as large or small based on a threshold of 100 mL using the ABC/2 approach. EEG data were processed on MATLAB. COIN was independently calculated from consecutive 4-second EEG epochs. Student t-test and logistic regression were used to assess COIN performance in stroke size discrimination across the entire recording; random forest classification was used to determine COIN performance in limited EEG time windows ranging from 5 to 30 minutes in duration.

Results: Thirty-five patients with mean age 67 (SD ± 17) years were analyzed with mean 4.5 ± 1.3 hours of clean EEG per patient. Ten patients had large stroke and 25 had small stroke. Participants with large strokes had larger COIN values than those with small strokes (-53 vs. -16, P = 0.0001). Logistic regression for stroke size classification model showed accuracy 83% ± 8%, sensitivity 70%±15%, specificity 88%±8%, and area under the receiver operator curve 0.75±0.10. Random Forest Classification performance was similar using 5 or 30 minutes of EEG data with accuracy 81% to 82%, specificity 91% to 92%, and sensitivity 55% to 58%, respectively.

Conclusions: COIN differentiated large from small acute ischemic strokes in this single-center cohort. Prospective evaluation in larger multicenter data sets is necessary to determine COIN utility as an aid for bedside detection of large ischemic strokes in contexts where neuroimaging cannot be easily obtained or when neurologic examination is limited by sedation or neuromuscular blockade.

目的:脑电图(EEG)仍未充分利用中风的特征。我们试图评估脑电图神经系统损伤相关指数(COIN)的性能,这是一种用于儿童中风识别的定量指标,用于区分成人缺血性中风的大小。方法:回顾性、单中心队列研究急性(7天内)缺血性脑卒中成人患者,在医院接受至少8小时连续脑电图监测。使用ABC/2方法,以100 mL为阈值,将脑卒中大小分为大或小。利用MATLAB对脑电数据进行处理。从连续的4秒脑电epoch独立计算COIN。使用学生t检验和逻辑回归来评估在整个记录中对笔划大小的区分;随机森林分类用于确定在有限的EEG时间窗(5 ~ 30分钟)内的COIN性能。结果:35例患者平均年龄67 (SD±17)岁,平均4.5±1.3小时干净脑电图。10例为大卒中,25例为小卒中。大卒中患者的COIN值大于小卒中患者(-53 vs. -16, P = 0.0001)。脑卒中大小分类模型的Logistic回归分析准确率为83%±8%,灵敏度为70%±15%,特异性为88%±8%,受试者操作曲线下面积为0.75±0.10。随机森林分类在使用5分钟或30分钟脑电图数据时表现相似,准确率为81% ~ 82%,特异性为91% ~ 92%,灵敏度为55% ~ 58%。结论:在该单中心队列中,COIN可区分大急性缺血性卒中和小急性缺血性卒中。在神经成像不容易获得或神经检查受镇静或神经肌肉阻滞限制的情况下,有必要对更大的多中心数据集进行前瞻性评估,以确定COIN作为床边检测大面积缺血性中风的辅助工具的效用。
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引用次数: 0
期刊
Journal of Clinical Neurophysiology
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