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Comparative effects of resistance- and assistance-based robot training on brain activation and motor recovery in stroke patients. 基于阻力和辅助的机器人训练对脑卒中患者脑激活和运动恢复的比较效果。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1756167
Il-Ho Kwon, Won-Seob Shin

Background: Stroke is a significant cause of disability worldwide, often resulting in persistent upper-limb dysfunction. Robot-assisted therapy has emerged as an effective rehabilitation strategy by enabling intensive, repetitive, and task-specific training. In this study, we aimed to investigate the effects of resistance- versus assistance-based robotic interventions on brain activation and motor recovery in patients with stroke, as these effects remain insufficiently understood.

Methods: Twenty-five adults with hemiparetic stroke were randomized to a resistance-based robot training group (RTG, n = 13) or assistance-based robot training group (ATG, n = 12). Interventions were delivered using the InMotion 2.0 for 30 min per session, five sessions/week over 4 weeks. Brain activation was measured using functional near-infrared spectroscopy (fNIRS), motor function using the Fugl-Meyer Assessment for the Upper Limb (FM-UL) and kinematic indices from InMotion 2.0, and activities of daily living using the Motor Activity Log (MAL).

Results: Prefrontal activation decreased from pre- to post-intervention in both groups. In the ipsilesional hemispheres, differences between groups were significant (p < 0.05). In the resistance training group, additional improvements were found in mean velocity, circle size, and movement independence (p < 0.05). Both groups showed significant gains in FM-UL and ADL performance (p < 0.05), with no significant between-group differences in these measures.

Conclusion: Resistance-based robotic training was associated with greater motor improvements in kinematic smoothness, and larger reductions in prefrontal activation within ipsilesional hemispheres compared with assistance-based training. These findings suggest differences in prefrontal activation patterns accompanied by improvements in kinematic movement smoothness in stroke survivors.

Clinical trial registration: https://cris.nih.go.kr, (Registration Number: KCT0011076).

背景:卒中是世界范围内致残的重要原因,常导致持续性上肢功能障碍。机器人辅助治疗已经成为一种有效的康复策略,可以进行密集、重复和特定任务的训练。在这项研究中,我们的目的是调查基于抵抗和辅助的机器人干预对脑卒中患者大脑激活和运动恢复的影响,因为这些影响仍然没有得到充分的了解。方法:将25名患有偏瘫中风的成年人随机分为基于阻力的机器人训练组(RTG, n = 13)和基于辅助的机器人训练组(ATG, n = 12)。使用InMotion 2.0进行干预,每次30 分钟,每周5次,持续4 周。使用功能近红外光谱(fNIRS)测量脑活动,使用Fugl-Meyer上肢评估(FM-UL)和InMotion 2.0的运动学指标测量运动功能,使用运动活动日志(MAL)测量日常生活活动。结果:两组患者的前额叶活动从干预前到干预后均有所下降。在同侧半脑中,两组之间的差异是显著的(p p p )结论:与辅助训练相比,基于阻力的机器人训练与更大的运动平滑性改善有关,并且在同侧半脑中前额叶激活的减少更大。这些发现表明,脑卒中幸存者前额叶激活模式的差异伴随着运动平滑性的改善。临床试验注册:https://cris.nih.go.kr,(注册号:KCT0011076)。
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引用次数: 0
Lower fat-free mass is independently linked to restless legs syndrome in men: a cross-sectional PSG-BIA study. 低脂肪块与男性不宁腿综合征独立相关:一项横断面PSG-BIA研究
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1749591
Heewon Bae, Hea Ree Park, Hosung Kim, Eun Yeon Joo

Objective: Restless legs syndrome (RLS) is a common sensorimotor disorder that disrupts sleep and quality of life. Sarcopenia-reduced skeletal muscle mass and function-has been linked to sleep disturbances, but its relationship with RLS remains unclear. We examined whether sarcopenia is associated with RLS, with a focus on sex-specific effects.

Methods: We conducted a cross-sectional analysis of 5,752 adults who underwent both type-I polysomnography (PSG) and bioelectrical impedance analysis (BIA) at a tertiary sleep center. RLS was diagnosed by IRLSSG criteria. Sarcopenia was defined using skeletal muscle index (SMI) and fat-free mass index (FFMI) thresholds. Multivariable models adjusted for age, physical activity, caffeine/alcohol intake, and apnea-hypopnea index (AHI).

Results: RLS prevalence was 6.6% in females and 2.9% in males. Sarcopenia was more frequent in the RLS group than in non-RLS (10.6 vs. 6.8%), particularly among males (8.7 vs. 3.2%). In males, lower SMI and FFMI were independently associated with higher odds of RLS; sex interaction for FFMI was significant.

Conclusions: Reduced muscle mass is independently associated with RLS in men, suggesting a male-specific muscle phenotype relevant to RLS pathophysiology. Incorporating BIA-based screening and muscle-preserving interventions may benefit the management of male patients with RLS.

目的:不宁腿综合征(RLS)是一种常见的影响睡眠和生活质量的感觉运动障碍。骨骼肌减少——骨骼肌质量和功能减少——与睡眠障碍有关,但它与睡眠倒睡症的关系尚不清楚。我们研究了肌肉减少症是否与RLS有关,重点是性别特异性影响。方法:我们对5,752名在三级睡眠中心接受i型多导睡眠图(PSG)和生物电阻抗分析(BIA)的成年人进行了横断面分析。根据IRLSSG标准诊断RLS。使用骨骼肌指数(SMI)和无脂质量指数(FFMI)阈值定义肌肉减少症。多变量模型调整了年龄、身体活动、咖啡因/酒精摄入量和呼吸暂停低通气指数(AHI)。结果:女性RLS患病率为6.6%,男性为2.9%。肌肉减少症在RLS组中比非RLS组更常见(10.6比6.8%),尤其是在男性中(8.7比3.2%)。在男性中,较低的SMI和FFMI与较高的RLS发生率独立相关;FFMI的性别交互作用显著。结论:男性肌肉量减少与RLS独立相关,提示男性特异性肌肉表型与RLS病理生理相关。结合基于bia的筛查和肌肉保留干预措施可能有利于男性RLS患者的管理。
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引用次数: 0
Combined value of triglyceride-glucose index and non-high-density lipoprotein cholesterol in predicting early cognitive impairment after acute ischemic stroke. 甘油三酯-葡萄糖指数与非高密度脂蛋白胆固醇联合预测急性缺血性脑卒中后早期认知功能障碍的价值。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1713324
Jingwen Xu, Shanyao Zhu, Ting Wang, Wanxin Lu
<p><strong>Background: </strong>Acute ischemic stroke (AIS) represents a significant global cause of mortality and long-term disability. Cognitive impairment frequently occurs among AIS patients, adversely affecting their functional outcomes. Identifying modifiable risk factors linked to cognitive dysfunction after stroke is thus critical for effective prevention and targeted therapeutic interventions.</p><p><strong>Objective: </strong>This study explored the relationship between serum triglyceride-glucose (TyG) index and non-high-density lipoprotein cholesterol (non-HDL-C) levels and early cognitive impairment in AIS patients.</p><p><strong>Methods: </strong>The Neurology Department of Anhui Medical University's Fourth Affiliated Hospital recruited a total of 235 individuals diagnosed with AIS between September 2023 and January 2025. Patients served as a cognitive impairment group (<i>n</i> = 135) and a control group (<i>n</i> = 100). Furthermore, participants were dichotomized according to diabetic status, and the predictive value of the TyG index and non-HDL cholesterol for cognitive impairment following acute ischemic stroke was evaluated in these subgroups. The Montreal Cognitive Assessment (MoCA) was used to evaluate cognitive ability at seven days post-stroke; a score below 26 indicated impairment. After identifying independent risk variables for cognitive impairment using logistic regression analysis, the diagnostic value of these factors was determined using receiver operating characteristic (ROC) curve analysis.</p><p><strong>Results: </strong>The cognitive impairment group exhibited significantly elevated TyG index and non-HDL-C serum levels (<i>p</i> < 0.001). Patients with cognitive impairment were older, had less educational attainment, higher NIHSS scores, and reduced MoCA scores (<i>p</i> < 0.05). Additionally, glycemic indicators (FPG, HbA1c, TyG index) and lipid markers (TC, non-HDL-C, LDL-C, TG) were markedly elevated, while HDL-C was reduced among cognitively impaired individuals (<i>p</i> < 0.05). Patients in the high-TyG group displayed substantially increased glycemic parameters, lipid profiles, and higher diabetes prevalence (<i>p</i> < 0.05). Univariate logistic regression revealed each unit rise in TyG index and non-HDL-C (all <i>p</i> < 0.05) significantly elevated the risk of cognitive impairment. Both parameters negatively correlated with MoCA scores (both <i>p</i> < 0.001). The rise in non-HDL-C levels correlated with the increase in the TyG index (<i>p</i> < 0.001), which may indicate that both factors act in a coordinated manner within shared metabolic pathways. The combined predictive model incorporating both TyG index and non-HDL-C exhibited superior diagnostic performance (<i>p</i> < 0.001). Regardless of diabetic status, both the TyG index and non-HDL-C demonstrated significant predictive value for post-AIS cognitive impairment. Their combination provided incremental predictive information beyond either marker
背景:急性缺血性脑卒中(AIS)是全球死亡和长期残疾的重要原因。AIS患者经常出现认知障碍,对其功能预后产生不利影响。因此,确定与中风后认知功能障碍相关的可改变的危险因素对于有效预防和有针对性的治疗干预至关重要。目的:探讨AIS患者血清甘油三酯-葡萄糖(TyG)指数、非高密度脂蛋白胆固醇(non-HDL-C)水平与早期认知功能障碍的关系。方法:安徽医科大学第四附属医院神经内科于2023年9月至2025年1月共招募了235名确诊为AIS的患者。患者作为认知障碍组(n = 135)和对照组(n = 100)。此外,根据糖尿病状态将参与者分为两组,并评估这些亚组中TyG指数和非高密度脂蛋白胆固醇对急性缺血性卒中后认知功能障碍的预测价值。采用蒙特利尔认知评估(MoCA)评估脑卒中后7天的认知能力;低于26分表明存在损伤。采用logistic回归分析确定认知障碍的独立危险变量后,采用受试者工作特征(ROC)曲线分析确定这些因素的诊断价值。结果:认知障碍组表现出显著的双柄陶制大酒杯指数和non-HDL-C血清水平升高(p  p  p  p p p 结论:血清水平升高的独立双柄陶制大酒杯指数和non-HDL-C AIS患者认知障碍早期预测,结合显著提高预测精度。这些结果表明,早期代谢干预对增强中风后认知恢复有潜在益处。
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引用次数: 0
Analysis of discrepancies in hemorrhagic transformation and infarct volume in ischemic stroke patients undergoing endovascular treatment. 血管内治疗缺血性脑卒中患者出血转化及梗死面积差异分析。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1783768
Jianqiang Hu, Shuyu Ma, Jiawei Zhang, Kefangyuan Zheng, Mingqing Cheng, Xin Miao, Jiarui Bao, Donghua Xian, Yalan Fang, Jin Zhang

Objective: After endovascular treatment (EVT) for ischemic stroke (IS), clinical observations have shown that some patients with small infarct volumes develop hemorrhagic transformation (HT), while some patients with large infarct volumes do not. This study aims to analyze the factors contributing to these differences and to assess the impact of HT on neurological outcomes.

Methods: A total of 732 patients were divided into small infarct volume (0-15 mL) and large infarct volume (≥70 mL) groups. The incidence of HT, risk factors, neurological outcomes (NIHSS changes), early neurological deterioration (END), and 7- and 90-day mortality rates were compared.

Results: In patients with small infarcts, higher systolic blood pressure, lower triglyceride levels, the number of EVTs, and other factors were related to an increased risk of HT. By contrast, in those with large infarcts, where HT occurred more frequently and was more severe, it was associated with more severe neurological deficits before treatment, elevated albumin levels, and the number of EVTs. PH2 hemorrhage was linked to more severe neurological deficits, higher END rates, and increased short- and long-term mortality, particularly in large infarcts.

Conclusion: Infarct volume is closely related to the occurrence and severity of HT. HT in small infarcts is influenced by hemodynamic and metabolic factors, while in large infarcts, it is linked to extensive brain tissue damage. PH2 hemorrhage is the most adverse prognostic subtype, highlighting the need for careful monitoring and intervention in patients with large infarcts.

目的:缺血性脑卒中(IS)的血管内治疗(EVT)后,临床观察显示部分梗死面积小的患者发生出血转化(HT),而部分梗死面积大的患者则没有发生出血转化(HT)。本研究旨在分析导致这些差异的因素,并评估HT对神经预后的影响。方法:将732例患者分为小梗死体积组(0 ~ 15 mL)和大梗死体积组(≥70 mL)。比较HT的发生率、危险因素、神经预后(NIHSS改变)、早期神经恶化(END)以及7天和90天死亡率。结果:在小梗死患者中,收缩压升高、甘油三酯水平降低、evt数量和其他因素与HT风险增加有关。相比之下,在大梗死患者中,HT的发生更频繁、更严重,治疗前与更严重的神经功能缺损、白蛋白水平升高和evt数量相关。PH2出血与更严重的神经功能缺损、更高的END率以及增加的短期和长期死亡率有关,特别是在大面积梗死中。结论:梗死面积与HT的发生及严重程度密切相关。小梗死HT受血流动力学和代谢因素影响,而大梗死HT则与广泛的脑组织损伤有关。PH2出血是最不利预后的亚型,强调了对大面积梗死患者进行仔细监测和干预的必要性。
{"title":"Analysis of discrepancies in hemorrhagic transformation and infarct volume in ischemic stroke patients undergoing endovascular treatment.","authors":"Jianqiang Hu, Shuyu Ma, Jiawei Zhang, Kefangyuan Zheng, Mingqing Cheng, Xin Miao, Jiarui Bao, Donghua Xian, Yalan Fang, Jin Zhang","doi":"10.3389/fneur.2026.1783768","DOIUrl":"https://doi.org/10.3389/fneur.2026.1783768","url":null,"abstract":"<p><strong>Objective: </strong>After endovascular treatment (EVT) for ischemic stroke (IS), clinical observations have shown that some patients with small infarct volumes develop hemorrhagic transformation (HT), while some patients with large infarct volumes do not. This study aims to analyze the factors contributing to these differences and to assess the impact of HT on neurological outcomes.</p><p><strong>Methods: </strong>A total of 732 patients were divided into small infarct volume (0-15 mL) and large infarct volume (≥70 mL) groups. The incidence of HT, risk factors, neurological outcomes (NIHSS changes), early neurological deterioration (END), and 7- and 90-day mortality rates were compared.</p><p><strong>Results: </strong>In patients with small infarcts, higher systolic blood pressure, lower triglyceride levels, the number of EVTs, and other factors were related to an increased risk of HT. By contrast, in those with large infarcts, where HT occurred more frequently and was more severe, it was associated with more severe neurological deficits before treatment, elevated albumin levels, and the number of EVTs. PH2 hemorrhage was linked to more severe neurological deficits, higher END rates, and increased short- and long-term mortality, particularly in large infarcts.</p><p><strong>Conclusion: </strong>Infarct volume is closely related to the occurrence and severity of HT. HT in small infarcts is influenced by hemodynamic and metabolic factors, while in large infarcts, it is linked to extensive brain tissue damage. PH2 hemorrhage is the most adverse prognostic subtype, highlighting the need for careful monitoring and intervention in patients with large infarcts.</p>","PeriodicalId":12575,"journal":{"name":"Frontiers in Neurology","volume":"17 ","pages":"1783768"},"PeriodicalIF":2.8,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13002435/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Glymphatic dysfunction as a predictor of response to lacosamide add-on therapy in drug-resistant focal epilepsy. 耐药局灶性癫痫患者对拉科沙胺附加治疗反应的淋巴功能障碍预测指标。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1749772
Dong Ah Lee, Jin-Hong Wi, Ho-Joon Lee, Kang Min Park

Background: Drug-resistant epilepsy continues to be a major challenge, as treatment response to additional antiseizure medications is often limited, and early prediction remains crucial. The diffusion tensor image analysis along the perivascular space (DTI-ALPS) index has emerged as a noninvasive imaging method to assess glymphatic function, which plays a key role in brain waste clearance. We aimed to evaluate whether the DTI-ALPS index could serve as a valuable prognostic biomarker of treatment response in patients with drug-resistant focal epilepsy receiving lacosamide (LCM) add-on therapy.

Methods: We retrospectively enrolled 155 patients with drug-resistant focal epilepsy who underwent diffusion tensor imaging (DTI) prior to initiating LCM add-on therapy and had at least 12 months of clinical follow-up. Patients were classified into LCM responders and non-responders based on seizure reduction. The DTI-ALPS index was calculated from preprocessed DTI data acquired on a 3 T magnetic resonance imaging scanner and compared between the groups.

Results: Among 155 patients with drug-resistant focal epilepsy, 33 were classified into LCM responders and 122 into LCM non-responders. Non-responders had a higher number of prior antiseizure medication (ASM) burden (3 vs. 2, p < 0.001) and more frequent epileptiform discharges on electroencephalography (78.5% vs. 57.6%, p = 0.015). Additionally, the DTI-ALPS index was significantly greater in responders (1.4022 vs. 1.1936, p = 0.024) than in non-responders, and receiver operating characteristic curve analysis showed its predictive value for LCM response (area under the curve = 0.620, p = 0.015).

Conclusion: DTI-ALPS index was significantly lower in non-responders to LCM add-on therapy among patients with drug-resistant focal epilepsy, suggesting that glymphatic dysfunction may contribute to reduced ASM responsiveness and serve as a potential noninvasive biomarker to aid in treatment prediction.

背景:耐药癫痫仍然是一个主要挑战,因为对额外抗癫痫药物的治疗反应通常有限,早期预测仍然至关重要。沿血管周围间隙弥散张量图像分析(DTI-ALPS)指数已成为一种评估淋巴功能的无创成像方法,在脑废物清除中起着关键作用。我们的目的是评估DTI-ALPS指数是否可以作为耐药局灶性癫痫患者接受拉科沙胺(LCM)附加治疗的治疗反应的有价值的预后生物标志物。方法:我们回顾性招募了155例耐药局灶性癫痫患者,他们在开始LCM附加治疗之前接受了弥散张量成像(DTI),并进行了至少12个 月的临床随访。根据癫痫发作减少程度将患者分为LCM应答者和无应答者。DTI- alps指数由3 T磁共振成像扫描仪采集的预处理DTI数据计算,并在组间进行比较。结果:155例耐药局灶性癫痫患者中,LCM有效者33例,LCM无效者122例。无应答者有较高的既往抗癫痫药物(ASM)负担(3 vs 2, p p = 0.015)。此外,应答者的DTI-ALPS指数显著高于无应答者(1.4022 vs. 1.1936, p = 0.024),受试者工作特征曲线分析显示其对LCM应答的预测价值(曲线下面积 = 0.620,p = 0.015)。结论:在耐药局灶性癫痫患者中,对LCM附加治疗无反应的DTI-ALPS指数显著降低,提示淋巴功能障碍可能导致ASM反应性降低,并可作为一种潜在的无创生物标志物来帮助预测治疗。
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引用次数: 0
Trends in peripheral nerve injury research: a bibliometric analysis focused on molecular mechanisms. 周围神经损伤研究的趋势:以分子机制为重点的文献计量学分析。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1771375
Guohua Jiang, Renkun Huang, Yuchang Gui, Guiyang Jiang, Kewen Wang, Yijun Liu, Jianwen Xu

Objective: Peripheral nerve injury (PNI) remains a significant clinical challenge due to its limited recovery outcomes. Understanding the underlying molecular mechanisms is crucial for improving therapeutic efficacy. This study aims to explore the current status, research hotspots, and development trends of molecular mechanism studies in PNI through bibliometric analysis, providing valuable insights for the development of more effective treatment strategies.

Methods: Relevant literature on PNI and its molecular mechanisms published from January 1, 2005, to November 22, 2025, was retrieved from the Web of Science, PubMed, and Scopus databases. CiteSpace and VOSviewer software were utilized to analyze research hotspots and trends, generating visual maps of countries, institutions, authors, journals, keywords, and references.

Results: A total of 1,799 publications were analyzed, revealing a steady annual increase in PNI-related research, with a significant surge after 2016. China emerged as the leading contributor, followed by the United States and Japan. Nantong University and Sun Yat-sen University were identified as the major contributing institutions, with Gu Xiaosong being one of the most influential authors. Key journals in the field include Neural Regeneration Research and Molecular Pain. Research hotspots include Schwann cells, neuropathic pain, inflammatory responses, non-coding RNAs, and molecular signaling pathways. Notably, advances in bioinformatics technologies, such as high-throughput genomics, proteomics, transcriptomics, and single-cell sequencing, have significantly propelled the research on PNI molecular mechanisms. Future research is likely to focus on the application of precision medicine and gene editing technologies to enhance PNI treatment outcomes.

Conclusion: This bibliometric analysis provides a comprehensive overview of the current status and trends in PNI molecular mechanism research, revealing key research areas and future directions. The advancement of bioinformatics technologies is expected to drive the development of future therapeutic strategies, offering new avenues for nerve regeneration and functional recovery.

目的:周围神经损伤(PNI)由于其恢复效果有限,仍然是一个重大的临床挑战。了解潜在的分子机制对提高治疗效果至关重要。本研究旨在通过文献计量学分析,探讨PNI分子机制研究的现状、研究热点和发展趋势,为制定更有效的治疗策略提供有价值的见解。方法:检索Web of Science、PubMed和Scopus数据库中2005年1月1日至2025年11月22日发表的有关PNI及其分子机制的相关文献。利用CiteSpace和VOSviewer软件分析研究热点和趋势,生成国家、机构、作者、期刊、关键词和参考文献的可视化地图。结果:共分析了1799份出版物,显示pni相关研究逐年稳步增长,2016年之后出现了显著增长。中国成为最大的贡献国,其次是美国和日本。南通大学和中山大学被确定为主要贡献机构,顾晓松是最有影响力的作者之一。该领域的主要期刊包括《神经再生研究》和《分子疼痛》。研究热点包括雪旺细胞、神经性疼痛、炎症反应、非编码rna、分子信号通路等。值得注意的是,生物信息学技术的进步,如高通量基因组学、蛋白质组学、转录组学和单细胞测序,极大地推动了PNI分子机制的研究。未来的研究可能集中在精准医学和基因编辑技术的应用上,以提高PNI的治疗效果。结论:通过文献计量学分析,全面概述了PNI分子机制研究的现状和趋势,揭示了重点研究领域和未来发展方向。生物信息学技术的进步有望推动未来治疗策略的发展,为神经再生和功能恢复提供新的途径。
{"title":"Trends in peripheral nerve injury research: a bibliometric analysis focused on molecular mechanisms.","authors":"Guohua Jiang, Renkun Huang, Yuchang Gui, Guiyang Jiang, Kewen Wang, Yijun Liu, Jianwen Xu","doi":"10.3389/fneur.2026.1771375","DOIUrl":"https://doi.org/10.3389/fneur.2026.1771375","url":null,"abstract":"<p><strong>Objective: </strong>Peripheral nerve injury (PNI) remains a significant clinical challenge due to its limited recovery outcomes. Understanding the underlying molecular mechanisms is crucial for improving therapeutic efficacy. This study aims to explore the current status, research hotspots, and development trends of molecular mechanism studies in PNI through bibliometric analysis, providing valuable insights for the development of more effective treatment strategies.</p><p><strong>Methods: </strong>Relevant literature on PNI and its molecular mechanisms published from January 1, 2005, to November 22, 2025, was retrieved from the Web of Science, PubMed, and Scopus databases. CiteSpace and VOSviewer software were utilized to analyze research hotspots and trends, generating visual maps of countries, institutions, authors, journals, keywords, and references.</p><p><strong>Results: </strong>A total of 1,799 publications were analyzed, revealing a steady annual increase in PNI-related research, with a significant surge after 2016. China emerged as the leading contributor, followed by the United States and Japan. Nantong University and Sun Yat-sen University were identified as the major contributing institutions, with Gu Xiaosong being one of the most influential authors. Key journals in the field include <i>Neural Regeneration Research</i> and <i>Molecular Pain</i>. Research hotspots include Schwann cells, neuropathic pain, inflammatory responses, non-coding RNAs, and molecular signaling pathways. Notably, advances in bioinformatics technologies, such as high-throughput genomics, proteomics, transcriptomics, and single-cell sequencing, have significantly propelled the research on PNI molecular mechanisms. Future research is likely to focus on the application of precision medicine and gene editing technologies to enhance PNI treatment outcomes.</p><p><strong>Conclusion: </strong>This bibliometric analysis provides a comprehensive overview of the current status and trends in PNI molecular mechanism research, revealing key research areas and future directions. The advancement of bioinformatics technologies is expected to drive the development of future therapeutic strategies, offering new avenues for nerve regeneration and functional recovery.</p>","PeriodicalId":12575,"journal":{"name":"Frontiers in Neurology","volume":"17 ","pages":"1771375"},"PeriodicalIF":2.8,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13003782/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative effects of six rehabilitation therapies on lower limb function and gait function in stroke patients: a network meta-analysis of 33 RCTs. 六种康复疗法对脑卒中患者下肢功能和步态功能的影响比较:33项随机对照试验的网络meta分析。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1759251
Shuxin Zhang, Hongying Zhang, Zhaobin Miao, Jia Han

Objective: This study aims to systematically compare the relative efficacy of six non-invasive rehabilitation interventions-Standardized Rehabilitation (SR), Aerobic Rehabilitation (AR), Resistance Training Rehabilitation (RTR), Intelligent Rehabilitation (IR), Traditional Chinese Rehabilitation (TCR), and Neuromodulation Rehabilitation (NR)-in improving lower limb function and gait function in stroke patients using a network meta-analysis approach. It also ranks the efficacy of each intervention.

Methods: We systematically searched five databases-PubMed, Embase, EBSCO, Web of Science, and Scopus-for randomized controlled trials (RCTs) published from January 2003 to November 2025. Two researchers independently screened studies, extracted data, and assessed risk of bias. Stata 18.0 software was used for statistical analysis. Standardized mean differences (SMDs) and their 95% confidence intervals (CIs) were calculated. Probabilistic ranking of intervention efficacy was performed using the cumulative ordered ranking curve area (SUCRA) value.

Results: A total of 33 RCTs were included. Network meta-analysis revealed: (1) For lower limb function improvement (using the Fugl-Meyer lower limb score as the core indicator), the efficacy ranking was IR (SUCRA = 75.7) > AR (60.7) > RTR (53.1) > SR (10.5). Smart rehabilitation had the highest probability (46.7%) of being the optimal approach. (2) For gait function improvement (core measures: walking speed, 6-min walk test), the efficacy ranking was NR (SUCRA = 82.2) > IR (71.6) > AR (50.8) > RTR (38.8) > TCR (35.7) > SR (20.9). Neuromodulation rehabilitation had the highest probability of being the optimal solution (36.5%). Direct and indirect comparison results were largely consistent, with funnel plots showing no significant publication bias.

Conclusion: Based on existing evidence, intelligent rehabilitation may offer relative advantages in improving lower limb function in stroke patients, while neuromodulation rehabilitation demonstrates greater potential for enhancing gait function. Standardized rehabilitation, as a conventional baseline approach, demonstrated relatively weaker effects. The ranking results from this study provide evidence-based guidance for clinicians selecting individualized rehabilitation programs targeting different functional goals. Future high-quality research is needed to validate and refine intervention recommendations for different disease stages.

目的:采用网络meta分析方法,系统比较标准化康复(SR)、有氧康复(AR)、阻力训练康复(RTR)、智能康复(IR)、传统康复(TCR)和神经调节康复(NR)六种非侵入性康复干预在改善脑卒中患者下肢功能和步态功能方面的相对疗效。它还对每种干预措施的效果进行了排名。方法:系统检索pubmed、Embase、EBSCO、Web of Science和scopus 5个数据库,检索2003年1月至2025年11月发表的随机对照试验(RCTs)。两名研究人员独立筛选研究、提取数据并评估偏倚风险。采用Stata 18.0软件进行统计分析。计算标准化平均差(SMDs)及其95%置信区间(ci)。采用累积有序排序曲线面积(SUCRA)值对干预效果进行概率排序。结果:共纳入33项rct。网络meta分析显示:(1)对于下肢功能改善(以Fugl-Meyer下肢评分为核心指标),疗效排名为IR (SUCRA = 75.7) > AR (60.7) > RTR (53.1) > SR(10.5)。智能康复是最佳方法的概率最高(46.7%)。(2)步态功能改善(核心指标:步行速度、6 min步行测试),疗效排序为NR (SUCRA = 82.2) > IR (71.6) > AR (50.8) > RTR (38.8) > TCR (35.7) > SR(20.9)。神经调节康复是最优方案的概率最高(36.5%)。直接和间接比较结果基本一致,漏斗图显示没有显著的发表偏倚。结论:基于现有证据,智能康复在改善脑卒中患者下肢功能方面可能具有相对优势,而神经调节康复在改善步态功能方面具有更大的潜力。标准化康复作为常规基线方法,其效果相对较弱。本研究的排名结果为临床医生选择针对不同功能目标的个性化康复方案提供了循证指导。未来需要高质量的研究来验证和完善针对不同疾病阶段的干预建议。
{"title":"Comparative effects of six rehabilitation therapies on lower limb function and gait function in stroke patients: a network meta-analysis of 33 RCTs.","authors":"Shuxin Zhang, Hongying Zhang, Zhaobin Miao, Jia Han","doi":"10.3389/fneur.2026.1759251","DOIUrl":"https://doi.org/10.3389/fneur.2026.1759251","url":null,"abstract":"<p><strong>Objective: </strong>This study aims to systematically compare the relative efficacy of six non-invasive rehabilitation interventions-Standardized Rehabilitation (SR), Aerobic Rehabilitation (AR), Resistance Training Rehabilitation (RTR), Intelligent Rehabilitation (IR), Traditional Chinese Rehabilitation (TCR), and Neuromodulation Rehabilitation (NR)-in improving lower limb function and gait function in stroke patients using a network meta-analysis approach. It also ranks the efficacy of each intervention.</p><p><strong>Methods: </strong>We systematically searched five databases-PubMed, Embase, EBSCO, Web of Science, and Scopus-for randomized controlled trials (RCTs) published from January 2003 to November 2025. Two researchers independently screened studies, extracted data, and assessed risk of bias. Stata 18.0 software was used for statistical analysis. Standardized mean differences (SMDs) and their 95% confidence intervals (CIs) were calculated. Probabilistic ranking of intervention efficacy was performed using the cumulative ordered ranking curve area (SUCRA) value.</p><p><strong>Results: </strong>A total of 33 RCTs were included. Network meta-analysis revealed: (1) For lower limb function improvement (using the Fugl-Meyer lower limb score as the core indicator), the efficacy ranking was IR (SUCRA = 75.7) > AR (60.7) > RTR (53.1) > SR (10.5). Smart rehabilitation had the highest probability (46.7%) of being the optimal approach. (2) For gait function improvement (core measures: walking speed, 6-min walk test), the efficacy ranking was NR (SUCRA = 82.2) > IR (71.6) > AR (50.8) > RTR (38.8) > TCR (35.7) > SR (20.9). Neuromodulation rehabilitation had the highest probability of being the optimal solution (36.5%). Direct and indirect comparison results were largely consistent, with funnel plots showing no significant publication bias.</p><p><strong>Conclusion: </strong>Based on existing evidence, intelligent rehabilitation may offer relative advantages in improving lower limb function in stroke patients, while neuromodulation rehabilitation demonstrates greater potential for enhancing gait function. Standardized rehabilitation, as a conventional baseline approach, demonstrated relatively weaker effects. The ranking results from this study provide evidence-based guidance for clinicians selecting individualized rehabilitation programs targeting different functional goals. Future high-quality research is needed to validate and refine intervention recommendations for different disease stages.</p>","PeriodicalId":12575,"journal":{"name":"Frontiers in Neurology","volume":"17 ","pages":"1759251"},"PeriodicalIF":2.8,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13002361/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two-segment aging of vestibular perceptual thresholds: motion-specific links to quiet-stance postural sway. 前庭知觉阈值的两段老化:与静止姿势摇摆的运动特异性联系。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1766090
Megan J Kobel, Andrew R Wagner, Daniel M Merfeld

Background: Age-related changes in vestibular function may play a role in decreased postural control and increased fall risk. Past research suggests that age-related changes in vestibular perception begin at ~40 years of age; however, this pattern may vary depending on motion trajectory, reflecting contributions of peripheral end-organ structures. Further, motion specific relationships to sway variability have been previously identified. However, relationships between age-related vestibular perceptual changes to multiple sway metrics in multiple planes, reflecting unique aspects of postural control, have yet to be quantified.

Methods: 100 healthy adults (21-84 years) completed a vestibular threshold test battery and quiet stance balance assessments. All participants completed motion conditions with predominant contributions from the horizontal canals (2 Hz yaw rotation), vertical canals (2 Hz RALP/LARP tilt), utricles (1 Hz y-translation), saccules (1 Hz z-translation), and integration of canal-otolith cues (0.5 Hz roll tilt). For balance testing, participants completed an instrumented Modified Romberg Balance Test. Regression analyses assessed relationships between age-adjusted measures of vestibular perception to root mean square distance (RMS), mean velocity (MV), and mean frequency (MF) of center of pressure (CoP) in the mediolateral (ML) and anterior-posterior (AP) planes.

Results: Thresholds for most motions - except 0.5 Hz roll tilt - were matched by a two-segment model with stable values below ~40-50 years and linear increases thereafter. For balance conditions with predominant vestibular contributions (i.e., eyes-closed foam-surface), associations between ML RMS to thresholds with predominant contributions from the utricle (y-translation) and canal-otolith integration (roll tilt) were identified. No consistent associations between vestibular thresholds to MV and MF were identified.

Conclusion: Across a population, we were able to confirm that vestibular perceptual thresholds are stable until around middle age after which linear increases in perceptual sensitivity are seen. Our findings linking ML RMS to vestibular perceptual metrics support past hypotheses that sensory noise, as quantified by vestibular thresholds, may contribute to sway variability.

背景:年龄相关的前庭功能改变可能导致姿势控制能力下降和跌倒风险增加。过去的研究表明,与年龄相关的前庭知觉变化始于~40 岁;然而,这种模式可能根据运动轨迹而变化,反映了周围终末器官结构的贡献。此外,先前已经确定了运动与摇摆可变性的特定关系。然而,与年龄相关的前庭知觉变化与多个平面的多个摇摆指标之间的关系,反映了姿势控制的独特方面,尚未被量化。方法:100名健康成人(21-84 岁)完成前庭阈值测试和静姿平衡评估。所有参与者完成的运动条件主要来自水平耳道(2 Hz偏航旋转)、垂直耳道(2 Hz RALP/LARP倾斜)、耳道(1 Hz y平移)、囊泡(1 Hz z平移)和耳道-耳石线索整合(0.5 Hz滚动倾斜)。对于平衡测试,参与者完成了一个仪器化的修正Romberg平衡测试。回归分析评估了年龄调整后前庭知觉与中外侧(ML)和前后平面压力中心(CoP)均方根距离(RMS)、平均速度(MV)和平均频率(MF)之间的关系。结果:除了0.5 Hz侧倾外,大多数运动的阈值与两段模型相匹配,稳定值低于~40-50 年,此后线性增加。对于具有主要前庭贡献的平衡条件(即闭眼泡沫表面),ML RMS与主要来自核室(y-平移)和耳管-耳石整合(滚动倾斜)的阈值之间的关联被确定。前庭阈值与中压和中压之间没有一致的关联。结论:在一个人群中,我们能够确认前庭感知阈值在中年之前是稳定的,之后感知灵敏度呈线性增长。我们的研究结果将ML RMS与前庭知觉指标联系起来,支持了过去的假设,即由前庭阈值量化的感觉噪声可能有助于摇摆变异性。
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引用次数: 0
Contrast extravasation on Dyna-CT as a predictor of malignant brain edema after mechanical thrombectomy for acute anterior circulation large vessel occlusion. 动态ct造影剂外渗作为急性前循环大血管闭塞机械取栓术后恶性脑水肿的预测指标。
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-06 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1784893
Qingjie Chi, Wenlu Shi, Jinhua Qian, Wenbin Ding, Tianhao Zhang, Dongjian Chen, Tianle Wang, Zhuo Chen, Li Zhu

Background: Contrast agent extravasation detected on immediate post-thrombectomy flat-panel detector computed tomography (Dyna-CT) may reflect blood-brain barrier disruption and microcirculatory dysfunction following mechanical thrombectomy (MT) for acute anterior circulation large vessel occlusion (AC-LVO). This study aimed to determine whether contrast extravasation on Dyna-CT after successful MT is associated with the subsequent development of malignant brain edema (MBE).

Methods: A retrospective study was conducted in AC-LVO patients who underwent MT with successful recanalization between January 2020 and December 2023. Dyna-CT was performed immediately after MT, followed by serial head CT scans. MBE was defined as acute cerebral swelling with a midline shift ≥5 mm accompanied by radiological signs of brain herniation. Patients were divided into MBE and non-MBE groups. Multivariable logistic regression analyses were performed to identify independent predictors of MBE and construct a predictive model.

Results: A total of 174 patients (median age, 71 years) were included, with an MBE incidence of 23.6% (41/174). Core infarct volume, baseline NIHSS score, collateral circulation, number of thrombectomy passes, and contrast extravasation were independent predictors of MBE (all P < 0.05). The combined predictive model showed excellent discrimination (AUC = 0.90, 95% CI: 0.85-0.96).

Conclusion: Immediate Dyna-CT detection of contrast extravasation serves as a valuable imaging biomarker for predicting MBE in AC-LVO patients after successful MT, offering timely guidance for early risk identification and individualized management.

背景:在急性前循环大血管闭塞(AC-LVO)的机械取栓(MT)后,在立即取栓后平板计算机断层扫描(Dyna-CT)上检测到造影剂外渗可能反映出血脑屏障破坏和微循环功能障碍。本研究旨在确定MT成功后Dyna-CT造影剂外渗是否与恶性脑水肿(MBE)的后续发展有关。方法:对2020年1月至2023年12月间行MT再通成功的AC-LVO患者进行回顾性研究。MT后立即进行动态CT扫描,随后进行连续头部CT扫描。MBE被定义为急性脑肿胀,中线移位≥5mm,并伴有脑疝的影像学征象。患者分为MBE组和非MBE组。采用多变量logistic回归分析确定MBE的独立预测因子并构建预测模型。结果:共纳入174例患者(中位年龄71岁),MBE发生率为23.6%(41/174)。核心梗死面积、基线NIHSS评分、侧支循环、取栓次数和造影剂外渗是MBE的独立预测因子(均P < 0.05)。联合预测模型具有良好的判别性(AUC = 0.90, 95% CI: 0.85 ~ 0.96)。结论:即时动态ct检测造影剂外渗是预测AC-LVO患者MT成功后MBE的有价值的影像学生物标志物,可为早期风险识别和个体化治疗提供及时指导。
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引用次数: 0
Clinical characteristics and long-term treatment outcomes of patients with new-onset epileptic seizures associated with COVID-19 infection. COVID-19感染合并新发癫痫发作患者的临床特点及长期治疗结果
IF 2.8 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-03-05 eCollection Date: 2026-01-01 DOI: 10.3389/fneur.2026.1758330
Fang Li, Lingqi Ye, Yuyu Yang, Wenjie Ming, Shuang Wang, Zhongjin Wang

Background: This study investigates the clinical characteristics and approximately two-year treatment outcomes of patients with new-onset epileptic seizures during the acute phase of COVID-19 infection.

Methods: A retrospective, single-center cohort study was conducted from December 2022 to June 2023. The patients were categorized into two groups: those with acute encephalopathy (Group 1) and those without (Group 2).

Results: This study enrolled a total of 34 patients (15 male and 19 female), with 18 assigned to Group 1 and 16 to Group 2. Patients in Group 2 (median: 32.5 years) were significantly younger than those in Group 1 (median: 60 years; p < 0.05). Status epilepticus was more frequent in Group 1 (66.7%, 12/18) compared to Group 2 (6.3%, 1/16; p < 0.001). Seizure latency was significantly shorter in Group 1 (median: 2 days) than in Group 2 (median: 9 days; p < 0.001). Abnormal posterior background activity on EEG was observed in 57.1% of Group 1 patients (4/7, p < 0.05), but in none of the Group 2 patients. However, a higher proportion of Group 2 patients showed interictal epileptiform discharges (72.7%, 8/11) compared to Group 1 (28.6%, 2/7). Epilepsy-related MRI abnormalities appeared in 22.2% (4/18) of Group 1 and 31.3% (5/16) of Group 2 patients. The proportion diagnosed with epilepsy was significantly higher in Group 2 compared to Group 1 (87.5% vs. 22.2%, p < 0.05). After 25 months of follow-up, one patient from each group developed drug-resistant epilepsy.

Conclusion: New-onset epileptic seizures associated with COVID-19 generally have a favorable prognosis. A lower proportion of patients developed drug-resistant epilepsy.

背景:本研究探讨COVID-19感染急性期新发癫痫发作患者的临床特点及约2年的治疗结果。方法:于2022年12月至2023年6月进行回顾性单中心队列研究。将患者分为急性脑病组(1组)和非急性脑病组(2组)。结果:本研究共入组34例患者(男性15例,女性19例),其中组1 18例,组2 16例。2组患者(中位数:32.5 岁)明显年轻于1组患者(中位数:60 岁;p p p p p )。结论:新发癫痫发作合并COVID-19的预后普遍较好。发生耐药癫痫的患者比例较低。
{"title":"Clinical characteristics and long-term treatment outcomes of patients with new-onset epileptic seizures associated with COVID-19 infection.","authors":"Fang Li, Lingqi Ye, Yuyu Yang, Wenjie Ming, Shuang Wang, Zhongjin Wang","doi":"10.3389/fneur.2026.1758330","DOIUrl":"https://doi.org/10.3389/fneur.2026.1758330","url":null,"abstract":"<p><strong>Background: </strong>This study investigates the clinical characteristics and approximately two-year treatment outcomes of patients with new-onset epileptic seizures during the acute phase of COVID-19 infection.</p><p><strong>Methods: </strong>A retrospective, single-center cohort study was conducted from December 2022 to June 2023. The patients were categorized into two groups: those with acute encephalopathy (Group 1) and those without (Group 2).</p><p><strong>Results: </strong>This study enrolled a total of 34 patients (15 male and 19 female), with 18 assigned to Group 1 and 16 to Group 2. Patients in Group 2 (median: 32.5 years) were significantly younger than those in Group 1 (median: 60 years; <i>p</i> < 0.05). Status epilepticus was more frequent in Group 1 (66.7%, 12/18) compared to Group 2 (6.3%, 1/16; <i>p</i> < 0.001). Seizure latency was significantly shorter in Group 1 (median: 2 days) than in Group 2 (median: 9 days; <i>p</i> < 0.001). Abnormal posterior background activity on EEG was observed in 57.1% of Group 1 patients (4/7, <i>p</i> < 0.05), but in none of the Group 2 patients. However, a higher proportion of Group 2 patients showed interictal epileptiform discharges (72.7%, 8/11) compared to Group 1 (28.6%, 2/7). Epilepsy-related MRI abnormalities appeared in 22.2% (4/18) of Group 1 and 31.3% (5/16) of Group 2 patients. The proportion diagnosed with epilepsy was significantly higher in Group 2 compared to Group 1 (87.5% vs. 22.2%, <i>p</i> < 0.05). After 25 months of follow-up, one patient from each group developed drug-resistant epilepsy.</p><p><strong>Conclusion: </strong>New-onset epileptic seizures associated with COVID-19 generally have a favorable prognosis. A lower proportion of patients developed drug-resistant epilepsy.</p>","PeriodicalId":12575,"journal":{"name":"Frontiers in Neurology","volume":"17 ","pages":"1758330"},"PeriodicalIF":2.8,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12999376/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147498409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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