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Sex Dimorphism Influences Cortical Microglial Morphological and Phenotypic Marker Profile after Closed Head Mild Traumatic Brain Injury in Rats. 性别二态性对闭合性头部轻度创伤性脑损伤大鼠皮质小胶质细胞形态和表型标志物的影响
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-11 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251377030
Pooja M Datta Roy, Jens Cuba, Kyle S Milligan, Wenqi Shi, Dongmei Wang, Michelle C LaPlaca

Neuroinflammation is a nearly ubiquitous secondary injury process after traumatic brain injury (TBI) involving microglia. The time course of microglial functional transition between pro-inflammatory and anti-inflammatory states after mild TBI (mTBI) and the potential influence of sex in microglial response is not well-understood. To investigate interactions between sex and microglial activation states in the subacute post-mTBI period, we performed a morphological and phenotypic marker analysis on cells from male and female rats following closed head single impact (smTBI), repetitive impacts (rmTBI), or sham conditions at 24 h, 72 h, or 1 week postinjury. There was a significant increase in microglia population 24 h post-smTBI and at all time points for rmTBI in both male and female cells. Single-cell morphological analysis (24 microglia per animal) revealed no clear sex differences in microglial activation state. However, Sholl analysis demonstrated an increase in branching complexity for smTBI female cells at 24 h (area under the curve [AUC] 154 ± 2.1, p = 0.03) and at 72 h for rmTBI (AUC 229 ± 6.6, p = 0.006), but no increase in branching was observed in male cells. Principal component analysis similarly demonstrated that female cells formed distinct clusters at 72 h and 1 week, suggesting a change in morphology. There was an increase in anti-inflammatory marker, CD206, at 72 h for female cells in both smTBI and rmTBI groups. However, for males, most cells were KV1.3-positive (pro-inflammatory) even at 1 week in smTBI and rmTBI groups. Altogether, these data demonstrate microglial cells are pro-inflammatory 24 h after mTBI, but there is a robust difference between sexes, with female cells transitioning earlier from the pro-inflammatory state to the anti-inflammatory state compared with male cells. These results contribute to our understanding of sexual dimorphism associated with microglial recovery following mTBI and warrant further study of associated cellular pathways.

神经炎症是创伤性脑损伤(TBI)后普遍存在的涉及小胶质细胞的继发性损伤过程。轻度TBI (mTBI)后小胶质细胞功能在促炎和抗炎状态之间转变的时间过程以及性别对小胶质细胞反应的潜在影响尚不清楚。为了研究mtbi后亚急性期性别与小胶质细胞激活状态之间的相互作用,我们在损伤后24小时、72小时或1周对雄性和雌性大鼠在闭式头部单次撞击(smTBI)、重复撞击(rmTBI)或假手术条件下的细胞进行了形态学和表型标记分析。在smtbi后24小时以及rmTBI的所有时间点,男性和女性细胞中的小胶质细胞数量均显著增加。单细胞形态学分析(每只动物24个小胶质细胞)显示,小胶质细胞的激活状态没有明显的性别差异。然而,shl分析显示,smTBI雌性细胞在24小时(曲线下面积[AUC] 154±2.1,p = 0.03)和rmTBI在72小时(AUC 229±6.6,p = 0.006)分支复杂性增加,而雄性细胞分支复杂性没有增加。主成分分析同样表明,雌性细胞在72 h和1周形成不同的簇,表明形态发生了变化。smTBI组和rmTBI组女性细胞抗炎标志物CD206在72 h时均有所增加。然而,对于男性来说,即使在第1周,smTBI和rmTBI组的大多数细胞都是kv1.3阳性(促炎)。总之,这些数据表明,mTBI后24小时小胶质细胞是促炎的,但性别之间存在明显差异,女性细胞比男性细胞更早地从促炎状态过渡到抗炎状态。这些结果有助于我们理解mTBI后与小胶质细胞恢复相关的两性二态性,并为进一步研究相关的细胞途径提供了依据。
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引用次数: 0
Identifying Clinical Predictors of Raised Intracranial Pressure in Pediatric Traumatic Brain Injury-A Multinational Initiative. 确定儿童外伤性脑损伤颅内压升高的临床预测因素-一项多国倡议。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-09 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251370703
Noah Xin Ying Yeo, Hui Jun Zhou, Jan Hau Lee, Paula Caporal, Juan D Roa G, Sebastián González-Dambrauskas, Jane Pei Wen Ng, Yoko Wong, Adriana Yock-Corrales, Yasser Kazzaz, Qalab Abbas, Shu-Ling Chong

Use of the intracranial pressure (ICP) monitor in pediatric traumatic brain injury (TBI) remains variable. Clinical prediction models of raised ICP have been reported in adult TBI but have not been validated in pediatric TBI. We aimed to investigate clinical predictors and derive a prediction model for raised ICP in pediatric patients with TBI. A real-world observational study was conducted among pediatric intensive care units from the Pediatric Acute & Critical Care Medicine Asian Network and Red Colaborativa Pediátrica de Latinoamerica. Children <18 years with moderate-to-severe TBI and who were hospitalized between 2014 and 2022 were included. We defined raised ICP as >20 mmHg. Multivariable logistic regression models were built to identify significant predictors for raised ICP, and performance was assessed using the area under the receiver operating characteristic curve (AUC). Among 706 pediatric patients, only 151 (21.4%) had ICP monitoring, and 75 (49.7%) were confirmed to have raised ICP. Mortality was 13.2%, 8.0%, and 4.0% for patients who did not receive ICP monitoring, those with raised ICP, and those with normal ICP, respectively (p = 0.037). A model predicting for raised ICP comprising sex, Glasgow Coma Scale motor score, leukocytosis, thrombocytopenia, and skull fracture on computed tomography performed with a sensitivity, specificity, and AUC of 56.0% (95% confidence interval [CI]: 44.8%-67.2%), 75.0% (95% CI: 65.3%-84.7%), and 73.7% (95% CI: 65.7%-81.6%), respectively. We report clinical predictors associated with raised ICP in pediatric TBI. The clinical prediction model was not sensitive, and future large-scale prospective studies should stratify predictors by specific intracranial pathologies.

颅内压(ICP)监测仪在儿童外伤性脑损伤(TBI)中的应用仍然存在变数。颅内压升高的临床预测模型已在成人TBI中有报道,但尚未在儿童TBI中得到验证。我们的目的是研究临床预测因素,并推导出颅内压升高的预测模型。一项真实世界的观察性研究在儿童重症监护病房中进行,这些病房来自儿科急危护理医学亚洲网络和拉丁美洲红色合作组织Pediátrica。儿童20毫米汞柱。建立了多变量逻辑回归模型,以确定ICP升高的重要预测因素,并使用受试者工作特征曲线下面积(AUC)评估绩效。706例患儿中,仅有151例(21.4%)进行了ICP监测,75例(49.7%)确诊ICP升高。未接受ICP监测、ICP升高和ICP正常患者的死亡率分别为13.2%、8.0%和4.0% (p = 0.037)。一个预测ICP升高的模型包括性别、格拉斯哥昏迷量表运动评分、白细胞减少、血小板减少和颅骨骨折的计算机断层扫描,其灵敏度、特异性和AUC分别为56.0%(95%置信区间[CI]: 44.8%-67.2%)、75.0% (95% CI: 65.3%-84.7%)和73.7% (95% CI: 65.7%-81.6%)。我们报告了与儿童TBI颅内压升高相关的临床预测因素。临床预测模型不敏感,未来的大规模前瞻性研究应根据具体的颅内病理对预测因子进行分层。
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引用次数: 0
Does Physical Fitness Prior to Traumatic Brain Injury Affect Recovery Outcomes? A Scoping Review of Human and Animal Research. 外伤性脑损伤前的身体健康会影响康复结果吗?人类和动物研究的范围综述。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-08 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251376991
Dean M Cordingley, Izabella Marquez, Serena C L Buchwald, Frederick A Zeiler

The objective of this study was to identify whether physical fitness influences outcomes following traumatic brain injury (TBI) in humans and animals, and to highlight any knowledge gaps in the current literature. A search of EMBASE, MEDLINE, SCOPUS, BIOSIS, and Cochrane Libraries was performed on December 4, 2023 (from database inception), and a systematic scoping review of the resulting literature was conducted. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for scoping reviews was used for reporting the results. An online systematic review management system was used to remove all duplicates and for subsequent article screening. Following the removal of duplicates, the search identified 6,818 articles for screening, of which 10 articles met the inclusion/exclusion criteria and were included. One study was conducted in humans, while the remaining nine utilized murine models. The available literature is limited and has investigated a large variety of outcomes that were not consistent across studies. Additionally, the pre-TBI exercise intervention or fitness assessment method varied between the studies. With the current literature, it is not possible to draw conclusions regarding the effects of physical fitness level and outcomes following a TBI.

本研究的目的是确定身体健康是否会影响人类和动物创伤性脑损伤(TBI)后的预后,并强调当前文献中的任何知识空白。检索EMBASE、MEDLINE、SCOPUS、BIOSIS和Cochrane图书馆于2023年12月4日(从数据库建立开始),并对结果文献进行系统的范围审查。系统评价和荟萃分析的首选报告项目用于范围评价的扩展,用于报告结果。使用在线系统审查管理系统删除所有重复和随后的文章筛选。在删除重复后,检索确定了6,818篇文章进行筛选,其中10篇文章符合纳入/排除标准并被纳入。一项研究是在人类身上进行的,而其余九项研究是在小鼠模型上进行的。现有的文献是有限的,并且研究了各种各样的结果,这些结果在研究中并不一致。此外,tbi前的运动干预或健康评估方法在研究中有所不同。根据目前的文献,还不能得出关于身体健康水平和创伤性脑损伤后预后影响的结论。
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引用次数: 0
A Comparative Neuroimaging Review of Repetitive Head Impacts and Mild Traumatic Brain Injury from Pediatrics to Professionals. 从儿科到专业人员的重复性头部撞击和轻度创伤性脑损伤的比较神经影像学回顾。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-05 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251371125
Natalie M Bell, Cameron Johnson, Fang F Yu, Jillian E Urban, Amy L Proskovec, Ananth Madhuranthakam, Joseph A Maldjian, Elizabeth M Davenport

Mild traumatic brain injury (mTBI) or concussion results from a bump or blow to the head followed by clinical symptoms. In contrast, repetitive head impacts (RHI) in sports result from a bump or blow to the head but are not accompanied by acute clinical symptoms. Neither RHI nor mTBI is detectable with traditional neuroimaging. Additionally, pediatric populations remain understudied in this field. Further research in pediatric populations exposed to mTBI/RHI is essential due to ongoing neurological development. This review aims to: (1) evaluate differences in neuroimaging findings in pediatrics and adults, (2) compare differences between RHI findings and mTBI findings within pediatrics, and (3) compare adult and pediatric studies across multiple modalities using the most current neuroimaging literature in the field of pediatric head injury. This narrative review will provide insight into future research directions of the field and potentially inform clinical considerations to be made in the future.

轻度创伤性脑损伤(mTBI)或脑震荡是由头部撞击或打击引起的,随后出现临床症状。相反,运动中的重复性头部撞击(RHI)是由头部撞击或打击引起的,但不伴有急性临床症状。RHI和mTBI都不能通过传统的神经影像学检测到。此外,儿科人群在这一领域的研究仍然不足。由于正在进行的神经发育,对暴露于mTBI/RHI的儿科人群进行进一步研究是必要的。本综述旨在:(1)评估儿科和成人神经影像学结果的差异,(2)比较儿科RHI结果和mTBI结果的差异,(3)比较成人和儿童在多种模式下的研究,使用最新的儿童脑损伤领域的神经影像学文献。这篇叙述性综述将为该领域未来的研究方向提供见解,并可能为未来的临床考虑提供信息。
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引用次数: 0
The Impact of Time from Diagnosis to Operating Room on Functional Outcomes in Patients with Traumatic Brain Injury: A Retrospective Study. 从诊断到手术时间对外伤性脑损伤患者功能结局的影响:一项回顾性研究。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI: 10.1177/08977151251366985
Cheewin Khawprapa, Sasithorn Khawprapa

This study compares the functional outcomes of post-traumatic neurosurgical patients who underwent surgery within 4 h of diagnosis with those who underwent surgery >4 h after diagnosis. A retrospective analysis was conducted on patients who underwent traumatic neurosurgery at Sakon Nakhon Hospital between 2018 and 2024. The study included 164 patients, divided into two groups of 82 patients each. Group 1 underwent surgery within 4 h of diagnosis, while Group 2 underwent surgery after 4 h. The Glasgow Outcome Scale-Extended scores at 3 months post-operatively were significantly more favorable in Group 1 compared with Group 2 (p = 0.011). Additionally, the Barthel Index at 1 month and 3 months post-operatively was significantly higher in Group 1 (p = 0.044, 0.007, respectively). The findings suggest that early surgical intervention within 4 h of diagnosis leads to better functional outcomes in patients with traumatic brain injury.

本研究比较了在诊断后4小时内接受手术的创伤性神经外科患者与在诊断后4小时接受手术的患者的功能结局。对2018年至2024年在沙空那空医院接受创伤性神经外科手术的患者进行了回顾性分析。该研究包括164名患者,分为两组,每组82名患者。1组在诊断后4小时内手术,2组在诊断后4小时内手术。术后3个月格拉斯哥结局量表扩展评分1组明显优于2组(p = 0.011)。组1术后1个月、3个月Barthel指数明显高于对照组(p = 0.044、0.007)。研究结果表明,在诊断后4小时内进行早期手术干预可使外伤性脑损伤患者的功能预后更好。
{"title":"The Impact of Time from Diagnosis to Operating Room on Functional Outcomes in Patients with Traumatic Brain Injury: A Retrospective Study.","authors":"Cheewin Khawprapa, Sasithorn Khawprapa","doi":"10.1177/08977151251366985","DOIUrl":"10.1177/08977151251366985","url":null,"abstract":"<p><p>This study compares the functional outcomes of post-traumatic neurosurgical patients who underwent surgery within 4 h of diagnosis with those who underwent surgery >4 h after diagnosis. A retrospective analysis was conducted on patients who underwent traumatic neurosurgery at Sakon Nakhon Hospital between 2018 and 2024. The study included 164 patients, divided into two groups of 82 patients each. Group 1 underwent surgery within 4 h of diagnosis, while Group 2 underwent surgery after 4 h. The Glasgow Outcome Scale-Extended scores at 3 months post-operatively were significantly more favorable in Group 1 compared with Group 2 (<i>p</i> = 0.011). Additionally, the Barthel Index at 1 month and 3 months post-operatively was significantly higher in Group 1 (<i>p</i> = 0.044, 0.007, respectively). The findings suggest that early surgical intervention within 4 h of diagnosis leads to better functional outcomes in patients with traumatic brain injury.</p>","PeriodicalId":74300,"journal":{"name":"Neurotrauma reports","volume":"6 1","pages":"681-685"},"PeriodicalIF":1.8,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12418088/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145042374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Association Between Daily Registrations of Persistent Post-Concussion Symptoms Using an mHealth App and the Retrospective Rivermead Post-Concussion Symptoms Questionnaire. 每日使用移动健康应用程序登记持续性脑震荡后症状与回顾性Rivermead脑震荡后症状问卷之间的关系
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251372548
Johanne Rauwenhoff, Gøril Storvig, Bert Lenaert, Anker Stubberud, Toril Skandsen, Erling Tronvik, Alexander Olsen

A substantial number of people experience persistent post-concussion symptoms (PPCS) following a concussion. Traditional retrospective assessments, such as the Rivermead Post Concussion Symptoms Questionnaire (RPQ), are prone to memory biases and do not capture the day-to-day variability of PPCS. In this study, we explored the association between daily registrations of PPCS and the RPQ. We also examined the variability of PPCS trajectories over time. Nineteen participants registered PPCS symptoms for 28 days using an mHealth app and then completed the RPQ. From the final 7 days, average, highest, and last-day symptom scores were calculated and correlated with corresponding RPQ items. Scores from the full 28-day period were used to compute the within-person standard deviation and mean squared successive difference (MSSD) for each symptom that participants rated as the most bothersome. Correlations between the RPQ and daily registrations were weak-to-medium (range: 0.343, 0.590). The retrospective RPQ explained up to 35% of the variance in average daily registrations of PPCS. The MSSD ranged from 0 to 16.29, and the within-person SD from 0 to 3.25. Visual analyses showed that participants with identical RPQ item scores often exhibited different PPCS variability. This was also true for different symptoms within the same participant. This study highlights the potential additional value of daily registrations for capturing the dynamic and fluctuating nature of PPCS, which may be missed by retrospective questionnaires administered at one time point. PPCS vary both within and between individuals over time and reducing this complexity to a single total score oversimplifies a nuanced reality. Larger studies are needed to confirm these findings, and future work should investigate the clinical relevance of capturing daily variations in PPCS.

相当多的人在脑震荡后会经历持续的脑震荡后症状(PPCS)。传统的回顾性评估,如Rivermead脑震荡后症状问卷(RPQ),容易产生记忆偏差,并且不能捕捉到PPCS的日常变化。在本研究中,我们探讨了每日PPCS登记与RPQ之间的关系。我们还研究了PPCS轨迹随时间的变化。19名参与者使用移动健康应用程序记录了28天的PPCS症状,然后完成了RPQ。从最后7天开始,计算平均、最高和最后一天的症状评分,并与相应的RPQ项目相关。整个28天期间的得分被用来计算参与者认为最烦人的每个症状的人内标准差和均方连续差(MSSD)。RPQ与每日登记之间的相关性为弱至中等(范围:0.343,0.590)。回顾性RPQ解释了平均每日PPCS登记差异的35%。MSSD范围为0 ~ 16.29,人内SD范围为0 ~ 3.25。视觉分析显示,具有相同RPQ项目得分的参与者往往表现出不同的PPCS变异性。对于同一参与者的不同症状也是如此。这项研究强调了每日登记在捕捉PPCS动态和波动性质方面的潜在附加价值,这可能被在一个时间点进行回顾性问卷调查所遗漏。随着时间的推移,个体内部和个体之间的PPCS都会发生变化,将这种复杂性简化为单个总分过于简化了微妙的现实。需要更大规模的研究来证实这些发现,未来的工作应该调查捕获PPCS每日变化的临床相关性。
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引用次数: 0
Perampanel for Early Seizure Prophylaxis After Severe Traumatic Brain Injury: A Retrospective Comparative Study with Levetiracetam. Perampanel用于重度颅脑损伤后早期癫痫预防:与左乙拉西坦的回顾性比较研究。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-09-03 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251372910
Hidetaka Onda, Takuya Nishino, Shoji Yokobori

Early post-traumatic seizures (EPTS) after severe traumatic brain injury (TBI) are linked to poor neurological outcomes. While levetiracetam (LEV) is commonly used for seizure prophylaxis, perampanel (PER), an AMPA receptor antagonist, is gaining interest due to its potential neuroprotective effects. This retrospective cohort study included adults (≥18 years) admitted to a tertiary trauma center between 2018 and 2025 who received LEV or PER within 12 h post-injury (N = 200; LEV, n = 145; PER, n = 55). Monotherapy was initiated with either drug. The primary outcome was EPTS incidence within 7 days. Secondary outcomes included mechanical ventilation duration, hospital stay, and Glasgow Outcome Scale (GOS) score. Analyses included Firth's logistic regression and inverse probability of treatment weighting (IPTW) adjusted for key clinical confounders. EPTS occurred at 15.9% (LEV) versus 1.8% (PER). PER significantly reduced seizure risk (Firth-adjusted OR = 0.158; 95% CI, 0.017-0.644; p = 0.007), which was confirmed by IPTW (OR = 0.112; 95% CI, 0.014-0.873; p = 0.037). PER also shortened ventilation duration (IRR = 0.515; 95% CI, 0.303-0.907; p = 0.015). GOS and hospital stay did not differ significantly. No adverse events occurred in either group. PER significantly reduced EPTS and mechanical ventilation duration compared with LEV. The safety and utility of PER in acute care suggest it might be a valuable alternative for seizure prophylaxis in patients with severe TBI.

严重创伤性脑损伤(TBI)后的早期创伤后癫痫发作(EPTS)与神经系统预后不良有关。虽然左乙拉西坦(LEV)通常用于预防癫痫发作,但AMPA受体拮抗剂perampanel (PER)由于其潜在的神经保护作用而受到关注。该回顾性队列研究纳入了2018年至2025年间在三级创伤中心接受LEV或PER治疗的成人(≥18岁),这些患者在损伤后12小时内接受LEV或PER治疗(N = 200; LEV, N = 145; PER, N = 55)。单药治疗开始使用任何一种药物。主要终点为7天内EPTS的发生率。次要结局包括机械通气时间、住院时间和格拉斯哥结局量表(GOS)评分。分析包括Firth逻辑回归和针对关键临床混杂因素调整的治疗加权逆概率(IPTW)。EPTS的发生率分别为15.9% (LEV)和1.8% (PER)。PER显著降低癫痫发作风险(firth校正OR = 0.158; 95% CI, 0.017-0.644; p = 0.007), IPTW证实了这一点(OR = 0.112; 95% CI, 0.014-0.873; p = 0.037)。PER也缩短了通气时间(IRR = 0.515; 95% CI, 0.303-0.907; p = 0.015)。GOS与住院时间无显著差异。两组均未发生不良事件。与LEV相比,PER显著降低了EPTS和机械通气时间。PER在急性护理中的安全性和实用性表明它可能是严重TBI患者癫痫预防的一种有价值的替代方案。
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引用次数: 0
Identifying Features of Electroencephalography Associated with Improved Awareness in Persistent Vegetative State via Multiscale Entropy: A Machine Learning Modeling Study. 通过多尺度熵识别与持续植物人状态下意识改善相关的脑电图特征:一项机器学习建模研究。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-08-27 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251369274
Keyun Lai, Xiao Chen, Liyun He, Qi Liu, Changsheng Lai, Yang Bai, Ye Zhang, Kaiyue Wang, Fangzhao Wang, Shuai He, Guangjun Wang

Accurate differentiation between persistent vegetative state (PVS) and minimally conscious state and estimation of recovery likelihood in patients in PVS are crucial. This study analyzed electroencephalography (EEG) metrics to investigate their relationship with consciousness improvements in patients in PVS and developed a machine learning prediction model. We retrospectively evaluated 19 patients in PVS, categorizing them into two groups: those with improved consciousness (n = 7) and those without improvement (n = 12). Spectral and complexity analyses were performed on patients' EEG data to obtain spectral power and multiscale entropy (MSE) values. These metrics served as features in developing an EEG-based prediction model for consciousness improvement. Spectral power and MSE values were used as features in six machine learning models-support vector machine (SVM), Classification and Regression Tree, chi-squared automatic interaction detector, neural network, C5.0, and logistic regression-to perform classification via data mining methods. The dataset, containing data of 19 cases, was divided into training and test sets at a 50% ratio. The SVM model using MSE features yielded the best classification results, with prediction accuracies of 95.18% (training set) and 92.93% (test set). The logistic regression model achieved 93.25% and 84.51% accuracy, respectively. In the test set, the MSE-based SVM model demonstrated a 27.67% improvement in classification accuracy compared with models using spectral analysis features, indicating that MSE achieves better classification performance. This study demonstrates that MSE is a promising predictor of prognosis in patients in EEG-confirmed vegetative states.

准确区分持续性植物状态(PVS)和最低意识状态以及估计PVS患者恢复的可能性至关重要。本研究分析了脑电图(EEG)指标,以研究它们与PVS患者意识改善的关系,并开发了机器学习预测模型。我们回顾性评估了19例PVS患者,将其分为两组:意识改善(n = 7)和未改善(n = 12)。对患者脑电图数据进行频谱分析和复杂度分析,得到频谱功率和多尺度熵(MSE)值。这些指标作为开发基于脑电图的意识改善预测模型的特征。在支持向量机(SVM)、分类与回归树(Classification and Regression Tree)、卡方自动交互检测器(chi-squared automatic interaction detector)、神经网络(neural network)、C5.0和逻辑回归(logistic Regression)等6种机器学习模型中,以谱功率和MSE值为特征,通过数据挖掘方法进行分类。数据集包含19个案例的数据,以50%的比例分为训练集和测试集。使用MSE特征的SVM模型分类效果最好,预测准确率为95.18%(训练集)和92.93%(测试集)。logistic回归模型的准确率分别为93.25%和84.51%。在测试集中,基于MSE的SVM模型与使用谱分析特征的模型相比,分类准确率提高了27.67%,说明MSE的分类性能更好。本研究表明,MSE是脑电图证实的植物人患者预后的一个有希望的预测因子。
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引用次数: 0
Coupling of Event-Related Potential and Pupil Dilation as a Compensatory Marker of Executive Attention in Traumatic Brain Injury. 事件相关电位和瞳孔扩张耦合作为外伤性脑损伤执行注意的代偿标志。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-08-26 eCollection Date: 2025-01-01 DOI: 10.1177/2689288X251370997
Giacomo Scanavini, Isabelle Martin, Ludvik Alkhoury, Ana Radanovic, Yakira Tepler, Abhishek Jaywant, N Jeremy Hill, Tracy Butler, Keith W Jamison, Amy Kuceyeski, Nicholas D Schiff, Sudhin A Shah

Traumatic brain injury (TBI) impairs attention and executive function, often through disrupted coordination between cognitive and autonomic systems. While electroencephalography (EEG) and pupillometry are widely used to assess neural and autonomic responses independently, little is known about how these systems interact in TBI. Understanding their coordination is essential to identify compensatory mechanisms that may support attention under conditions of neural inefficiency. In this study, we examined pupil dilation during the Attention Network Test in individuals with TBI (n = 25) and controls without brain injury (n = 45). TBI participants exhibited preserved accuracy but slower reaction times (RTs), suggesting increased cognitive effort. Paradoxically, this effort was not reflected in heightened pupil dilation. Instead, pupil responses were attenuated, suggesting impaired recruitment of the locus coeruleus-norepinephrine system and possible autonomic dysregulation. We further assessed the relationship between simultaneously recorded pupillary responses and visual evoked responses in a subset of those in whom both measures were available (n = 23, TBI; n = 35, controls). Crucially, while both pupil dilation and amplitude of the visual P3 event-related potential were reduced in TBI, these measures showed a positive correlation across participants with TBI; this was absent in controls. Our results suggest that TBI may induce a compensatory coupling between cortical and autonomic systems to sustain cognitive performance despite underlying dysfunction. Positive correlation between pupil dilation and event-related potential suggest a role for arousal dysregulation in subjects with TBI. Our findings provide new evidence for altered EEG-pupil dynamics in TBI and highlight the potential of combining cortical and autonomic measures as a multimodal biomarker for tracking recovery, stratifying injury severity, and guiding individualized rehabilitation strategies.

创伤性脑损伤(TBI)通常通过破坏认知和自主神经系统之间的协调来损害注意力和执行功能。虽然脑电图(EEG)和瞳孔测量法被广泛用于独立评估神经和自主神经反应,但人们对这些系统在创伤性脑损伤中的相互作用知之甚少。了解它们之间的协调关系对于确定在神经效率低下的情况下支持注意力的代偿机制至关重要。在这项研究中,我们在TBI患者(n = 25)和无脑损伤对照组(n = 45)的注意网络测试中检查了瞳孔扩张。TBI参与者表现出保留的准确性,但反应时间较慢(RTs),表明认知努力增加。矛盾的是,这种努力并没有反映在瞳孔放大上。相反,瞳孔反应减弱,提示蓝斑-去甲肾上腺素系统的招募受损和可能的自主神经失调。我们进一步评估了同时记录的瞳孔反应和视觉诱发反应之间的关系,这些反应在两种测量方法都可用的子集中(n = 23, TBI; n = 35,对照组)。至关重要的是,虽然TBI患者瞳孔扩张和视觉P3事件相关电位的振幅都降低了,但这些指标在TBI患者中显示出正相关;这在对照组是不存在的。我们的研究结果表明,脑外伤可能诱发皮层和自主神经系统之间的代偿耦合,以维持认知能力,尽管潜在的功能障碍。瞳孔扩张与事件相关电位呈正相关,提示脑外伤患者觉醒失调的作用。我们的研究结果为脑外伤患者脑电图-瞳孔动力学的改变提供了新的证据,并强调了将皮质和自主神经测量结合起来作为一种多模式生物标志物的潜力,可用于跟踪恢复、分层损伤严重程度和指导个性化康复策略。
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引用次数: 0
Detection of Injury Biomarkers in Sweat of Collegiate Athletes Pre- and Post-Football Season: A Pilot Study. 大学生运动员足球赛季前后汗液中损伤生物标志物的检测:一项试点研究。
IF 1.8 Q3 CLINICAL NEUROLOGY Pub Date : 2025-08-25 eCollection Date: 2025-01-01 DOI: 10.1177/08977151251367345
Sarah E Svirsky, Christopher C Wood, Olivia Raymond, Peyton McIntyre, Hannah Appleton, Chelsea Wagner, Jessica Gill, Ava M Puccio

The sports medicine community and society at large have recognized traumatic brain injury (TBI) as a major public health concern. It is estimated that more than 150 million youths have played football in the United States. As an alternative to blood, sweat is a potential source for protein biomarkers, providing a non-invasive method for objective measurements for head safety guidelines. This pilot study explores sweat as a means of detecting protein biomarkers of brain injury before and after a football season. Participants were football players from an NCAA Division III college (N = 34 pre-season, N = 18 post-season). At pre- and post-season time points, demographic, injury history, and physical activity assessments were conducted, including application of a non-invasive sweat patch for approximately 24 h. Sweat protein biomarkers total-tau, neurofilament light, glial fibrillary acidic protein, and ubiquitin carboxyl-terminal hydrolase L1 (UCH-L1) were measured via immunoarray. Paired and un-paired non-parametric statistical analyses were conducted. Athletes reported little to no concussion injuries from the season and experienced minimal symptoms. There was a significant increase in pre-season GFAP and UCH-L1 protein levels in athletes with a history of TBI compared to those without. Comparing between pre- and post-season, there was an increase in total-tau and UCH-L1 levels. These data suggest that sweat may be a viable biofluid to assess head injury using hallmark TBI biomarkers.

运动医学界和整个社会已经认识到创伤性脑损伤(TBI)是一个主要的公共卫生问题。据估计,在美国有超过1.5亿的年轻人踢过足球。作为血液的替代品,汗液是蛋白质生物标志物的潜在来源,为头部安全指南提供了一种非侵入性的客观测量方法。这项初步研究探讨了汗液作为一种检测足球赛季前后脑损伤蛋白质生物标志物的方法。参与者是来自NCAA三级学院的橄榄球运动员(N = 34, N = 18)。在赛季前和赛季后的时间点,进行了人口统计学、损伤史和身体活动评估,包括使用无创汗液贴片约24小时。通过免疫阵列测量汗液蛋白生物标志物total-tau、神经丝光、胶质纤维酸性蛋白和泛素羧基末端水解酶L1 (UCH-L1)。进行配对和非配对非参数统计分析。运动员在本赛季几乎没有脑震荡,症状也很轻微。与没有TBI病史的运动员相比,有TBI病史的运动员季前GFAP和UCH-L1蛋白水平显著增加。与赛季前和赛季后相比,总tau和UCH-L1水平有所增加。这些数据表明,汗液可能是一种可行的生物体液,可以使用标志性的脑外伤生物标志物来评估头部损伤。
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Neurotrauma reports
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