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Corticomuscular coupling alterations in subacute stroke patients: insights from fNIRS and sEMG. 亚急性脑卒中患者的皮质肌肉偶联改变:来自近红外光谱和肌电图的见解。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-23 DOI: 10.1186/s12883-025-04589-4
Xiupan Wei, Xiangshan Wei, Zhi Li, Suhail Jamid, Hongxing Wang

Background: Corticomuscular coupling (CMC) reflects the neural communication between the central and peripheral nervous systems, particularly during motor control. However, the corticomuscular coupling characteristics during upper limb motor tasks in stroke patients remain unclear. This study aims to explore the differences in corticomuscular coupling characteristics between stroke patients and healthy subjects.

Methods: A total of 25 stroke patients in the subacute phase with dominant hemisphere and 20 age-matched healthy controls were enrolled in the study. Participants performed an isometric wrist extension task at 50% of their maximum voluntary contraction (MVC) for 15 s, during which surface electromyography (sEMG) signals measured from the flexor carpi radialis and extensor carpi ulnaris, as well as functional near-infrared spectroscopy (fNIRS) data from the prefrontal cortex, supplementary motor area, and primary motor cortex, were simultaneously recorded. Corticomuscular coupling metrics (phase synchronization index (PSI), coherence), fNIRS measures (cortical activation, functional connectivity), and sEMG parameters (root mean square (RMS), median frequency (MF), and fuzzy approximate entropy (fApEn)) were analyzed.

Results: Stroke patients demonstrated significantly reduced PSI and coherence values in specific corticomuscular couplings compared to age-matched healthy controls. Moreover, enhanced cortical activation, stronger functional connectivity, and diminished muscle activation (with lower sEMG complexity) were observed in specific cortical regions and assessed muscles.

Conclusion: This study reveals differences in the mapping relationship between cortical activation and sEMG signals across time-domain and frequency-domain indices in stroke patients compared to healthy subjects, providing new theoretical insights into the interaction between brain activity and motor execution. These results underscore the disrupted corticomuscular coupling in stroke patients and suggest its value in characterizing the central-peripheral interaction during motor execution, which may inform future rehabilitation assessment strategies.

背景:皮质肌耦合(CMC)反映了中枢和周围神经系统之间的神经交流,特别是在运动控制过程中。然而,脑卒中患者上肢运动任务时的皮质-肌肉耦合特征仍不清楚。本研究旨在探讨脑卒中患者与健康受试者在皮质-肌肉耦合特征上的差异。方法:选取25例亚急性期优势半球脑卒中患者和20例年龄相匹配的健康人作为研究对象。参与者以最大自愿收缩(MVC)的50%进行等长腕伸展任务,持续15秒,在此期间,同时记录桡侧腕屈肌和尺侧腕伸肌的表面肌电图(sEMG)信号,以及来自前额皮质、辅助运动区和初级运动皮质的功能性近红外光谱(fNIRS)数据。分析了皮质肌肉耦合指标(相位同步指数(PSI)、相干性)、fNIRS测量(皮质激活、功能连通性)和sEMG参数(均方根(RMS)、中位数频率(MF)和模糊近似熵(fApEn))。结果:与年龄匹配的健康对照相比,脑卒中患者在特定皮质肌肉偶联中的PSI和相干值显着降低。此外,在特定皮质区域和评估肌肉中观察到增强的皮质激活,更强的功能连通性和减少的肌肉激活(具有更低的表面肌电信号复杂性)。结论:本研究揭示了脑卒中患者皮层激活与表面肌电信号在时域和频域指标上的映射关系,为脑活动与运动执行之间的相互作用提供了新的理论见解。这些结果强调了脑卒中患者的皮质-肌肉耦合中断,并表明其在表征运动执行过程中中枢-外周相互作用方面的价值,这可能为未来的康复评估策略提供信息。
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引用次数: 0
Evaluating the potential of sNfL as a biomarker in MS management in the UK: insights from SUNLIT survey. 在英国评估sNfL作为MS管理生物标志物的潜力:来自SUNLIT调查的见解。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-23 DOI: 10.1186/s12883-025-04547-0
Sharmilee Gnanapavan, Tarunya Arun, Paul Gallagher, Michael Rushworth, Jade Marsh, Nazanin R Kondori
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引用次数: 0
Evaluation and comparison of mortality scores in status epilepticus patients. 癫痫持续状态患者死亡率评分的评价与比较。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-22 DOI: 10.1186/s12883-025-04565-y
Sema Nur Erdem, Kadriye Ağan, Ipek Midi

Objective: Status epilepticus (SE) is a common neurological emergency associated with significant morbidity and mortality, with approximately one-third of patients demonstrating resistance to first-line treatment. Electroencephalography (EEG) plays a critical role not only in the diagnosis of SE but also in its monitoring and prognostication. This study aims to evaluate the performance of SE-specific severity scoring systems-Status Epilepticus Severity Score (STESS) and Epidemiology-Based Mortality Score in Status Epilepticus (EMSE)-in predicting mortality, in comparison with four widely used systemic severity scores: Acute Physiology and Chronic Health Evaluation II (APACHE II), Simplified Acute Physiology Score II (SAPS II), Sequential Organ Failure Assessment (SOFA), and the Inflammation, Nutrition, Consciousness, Neurologic function, and Systemic condition (INCNS) score. Furthermore, the effects on mortality of the Glasgow Coma Scale (GCS) for assessing level of consciousness, the age-adjusted Charlson Comorbidity Index (ACCI) for evaluating comorbidities, and the pre-SE Modified Rankin Scale (mRS) for measuring pre-existing morbidity will also be investigated.

Methods: A total of 200 status epilepticus (SE) episodes in 188 patients with available EEG data, followed over a four-year period, were included in the study. The sensitivity, specificity, accuracy, and area under the curve (AUC) of each scoring system were calculated and compared.

Results: The SOFA score demonstrated the highest performance in predicting mortality (AUC = 0.81). Systemic severity scores such as SAPS II, SOFA, APACHE II, and INCNS were found to be more effective in predicting mortality than the SE-specific scores STESS and EMSE.

Conclusion: The evaluated scoring systems accounted for approximately 48% of mortality among adult SE patients; however, none were sufficient to predict mortality either alone or in combination. Therefore, there is a need for more specific prognostic scoring systems.

目的:癫痫持续状态(SE)是一种常见的神经系统急症,与显著的发病率和死亡率相关,约三分之一的患者对一线治疗表现出耐药性。脑电图(EEG)不仅对SE的诊断,而且对其监测和预后都具有重要作用。本研究旨在评估癫痫持续状态严重程度评分系统(ess)和基于流行病学的癫痫持续状态死亡率评分(EMSE)在预测死亡率方面的表现,并与四种广泛使用的全身严重程度评分进行比较:急性生理和慢性健康评估II (APACHE II)、简化急性生理评分II (SAPS II)、顺序器官衰竭评估(SOFA)和炎症、营养、意识、神经功能和全身状况(INCNS)评分。此外,还将研究用于评估意识水平的格拉斯哥昏迷量表(GCS)、用于评估合并症的年龄调整查理森合并症指数(ACCI)和用于测量已存在发病率的se前修正兰金量表(mRS)对死亡率的影响。方法:对188例有EEG数据的患者进行为期4年的随访,共200例癫痫持续状态(SE)发作。计算比较各评分系统的灵敏度、特异度、准确度和曲线下面积(AUC)。结果:SOFA评分在预测死亡率方面表现最佳(AUC = 0.81)。系统严重程度评分,如SAPS II、SOFA、APACHE II和INCNS,在预测死亡率方面比se特异性评分ess和EMSE更有效。结论:评估的评分系统约占成年SE患者死亡率的48%;然而,没有一个足以预测单独或联合的死亡率。因此,需要更具体的预后评分系统。
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引用次数: 0
Prevalence of white matter hyperintensities and radiological cerebral small vessel disease: an insight from routinely collected data. 白质高信号和放射性脑血管疾病的流行:来自常规收集数据的见解
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-19 DOI: 10.1186/s12883-025-04557-y
Mark P Maskery, Nicola Rennie, Sachin Mathur, Jo Knight, Hedley C A Emsley

Background: Approximately 900,000 MRI brain scans are performed annually in the United Kingdom alone, with incidental findings frequently encountered. One of the most prevalent findings is white matter hyperintensities (WMHs). WMHs often indicate cerebral small vessel disease (cSVD) but can also be associated with migraine and demyelination. Prospective population studies have already confirmed a high prevalence of WMHs in elderly patients. In younger patients, or when the radiological burden is low, WMHs are commonly considered non-specific. Routinely collected data represents a valuable resource to facilitate further study. We aimed to describe the prevalence of WMHs in a direct to scan referral population and to understand associations with age, demographics, performance status and referral criteria.

Methods: We performed a service evaluation of our local two-week wait suspected central nervous system cancer pathway to understand the association between age, demographics, performance status, referral criteria, imaging outcomes and both the prevalence and radiological characteristics of WMHs. Analysis was performed using R version 4.1.3.

Results: We identified 1033 patients, referred over a 30-month period. Mean patient age was 51.3±18.3 years with 65% females. As expected, WMHs were present on 89.7% of scans in patients aged over 80, with 98.1% of these consistent with cSVD upon review by an experienced neuroradiologist. We show an important association between WMHs deemed representative of cSVD and both performance status and levels of deprivation. However, WMHs were also present in approximately 1 in 5 patients under 50 years old and were typically deemed non-specific. Our analysis showed prevalence of WMH, its radiological burden and likelihood of WMHs being attributed to cSVD all increased with age. It is therefore feasible to consider that these changes may represent early cSVD.

Conclusions: We demonstrate a prevalence of radiological cSVD comparable to the wider literature in elderly patients whilst highlighting the potential underestimation of cSVD in the younger population, in whom further study of WMHs is required. There is potential for routinely collected data to define the prevalence and characteristics of radiological cSVD more accurately whilst facilitating further research.

背景:仅在英国每年就进行大约900,000次MRI脑部扫描,经常会遇到偶然发现。最普遍的发现之一是白质高强度(WMHs)。wmh通常提示脑血管疾病(cSVD),但也可能与偏头痛和脱髓鞘有关。前瞻性人群研究已经证实老年患者中wmh的患病率很高。在年轻患者中,或当放射负荷较低时,wmh通常被认为是非特异性的。例行收集的数据是促进进一步研究的宝贵资源。我们的目的是描述wmh在直接扫描转诊人群中的患病率,并了解其与年龄、人口统计、表现状况和转诊标准的关系。方法:我们对当地等待两周的疑似中枢神经系统癌症途径进行了服务评估,以了解年龄、人口统计学、表现状况、转诊标准、影像学结果与WMHs患病率和放射学特征之间的关系。使用R 4.1.3版本进行分析。结果:我们确定了1033例患者,转诊时间超过30个月。患者平均年龄51.3±18.3岁,女性占65%。正如预期的那样,在80岁以上的患者中,89.7%的扫描结果显示wmh,经经验丰富的神经放射学家审查,其中98.1%的扫描结果与cSVD一致。我们展示了被认为是cSVD代表的WMHs与表现状态和剥夺水平之间的重要关联。然而,50岁以下的患者中也有大约五分之一存在wmh,并且通常被认为是非特异性的。我们的分析显示,随着年龄的增长,WMH的患病率、其放射负担以及WMH被归因于心血管疾病的可能性都在增加。因此,考虑这些变化可能代表早期cSVD是可行的。结论:我们证明放射学cSVD在老年患者中的患病率与更广泛的文献相当,同时强调了年轻人群中cSVD的潜在低估,这需要进一步研究wmh。常规收集的数据有可能更准确地定义放射性心血管疾病的患病率和特征,同时促进进一步的研究。
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引用次数: 0
Assessing cognitive impairment in OSAHS patients through NODDI-based gray matter analysis. 基于noddi的脑灰质分析评估OSAHS患者认知功能障碍。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-19 DOI: 10.1186/s12883-025-04573-y
Ke Ning, Dechao Fan, Yuzhu Liu, Yubing Sun, Yajie Liu, Yongzhong Lin

Background: This study employed neurite orientation dispersion and density imaging (NODDI) to investigate gray matter microstructural changes in obstructive sleep apnea hypopnea syndrome (OSAHS) patients with cognitive impairment, assessing early diagnostic potential.

Methods: The study comprised 23 OSAHS patients (OSA-NCI group), 43 OSAHS patients with experiencing cognitive impairment (OSA-CI group), and 15 healthy controls (HC group). Fractional anisotropy (FA), neurite density index (NDI), orientation dispersion index (ODI), and volume fraction of isotropic water molecules (Viso) in regions of interest (ROIs) were calculated. Correlations between these parameters and Montreal Cognitive Assessment (MoCA) and Mini-Mental State Examination (MMSE) scores were examined. Diagnostic effect was evaluated using receiver operating characteristic (ROC) curve analysis, and area under the curve (AUC) was calculated.

Results: Significant variations were observed in the NDI, ODI, Viso, and FA. Compared to HCs, the NDI and ODI in the OSA-NCI group decreased, while the Viso value increased. NDI and ODI showed slight increases in the OSA-CI group but remained below HC levels; Viso significantly increased. However, FA did not significantly differ. NDI, ODI, and Viso strongly correlated with MoCA scores in specific gray matter regions; FA showed weak correlations (r < 0.5). ROC analysis confirmed the effectiveness of the NODDI parameters, with average AUC values of 0.689 for the Viso value, 0.676 for the ODI, and 0.635 for the NDI; however, FA showed limited diagnostic utility (AUC 0.452).

Conclusion: This study suggests the potential diagnostic utility of NODDI in detecting gray matter pathology in OSAHS patients with cognitive impairment, though further validation in larger, independent cohorts is needed.

背景:本研究采用神经突定向弥散和密度成像(NODDI)研究认知功能障碍的阻塞性睡眠呼吸暂停低通气综合征(OSAHS)患者的灰质微结构变化,评估早期诊断潜力。方法:选取23例OSAHS患者(OSA-NCI组)、43例OSAHS合并认知功能障碍患者(OSA-CI组)和15例健康对照(HC组)。计算了各向异性分数(FA)、神经突密度指数(NDI)、取向色散指数(ODI)和各向同性水分子在感兴趣区域的体积分数(Viso)。研究了这些参数与蒙特利尔认知评估(MoCA)和迷你精神状态检查(MMSE)得分的相关性。采用受试者工作特征(ROC)曲线分析评价诊断效果,计算曲线下面积(AUC)。结果:NDI、ODI、Viso和FA有显著差异。与hc相比,OSA-NCI组NDI和ODI降低,Viso值升高。OSA-CI组NDI和ODI略有升高,但仍低于HC水平;Viso显著增加。然而,FA没有显著差异。NDI、ODI和Viso与特定灰质区域的MoCA评分密切相关;结论:本研究提示NODDI在检测伴有认知障碍的OSAHS患者灰质病理方面具有潜在的诊断价值,但需要在更大的独立队列中进一步验证。
{"title":"Assessing cognitive impairment in OSAHS patients through NODDI-based gray matter analysis.","authors":"Ke Ning, Dechao Fan, Yuzhu Liu, Yubing Sun, Yajie Liu, Yongzhong Lin","doi":"10.1186/s12883-025-04573-y","DOIUrl":"https://doi.org/10.1186/s12883-025-04573-y","url":null,"abstract":"<p><strong>Background: </strong>This study employed neurite orientation dispersion and density imaging (NODDI) to investigate gray matter microstructural changes in obstructive sleep apnea hypopnea syndrome (OSAHS) patients with cognitive impairment, assessing early diagnostic potential.</p><p><strong>Methods: </strong>The study comprised 23 OSAHS patients (OSA-NCI group), 43 OSAHS patients with experiencing cognitive impairment (OSA-CI group), and 15 healthy controls (HC group). Fractional anisotropy (FA), neurite density index (NDI), orientation dispersion index (ODI), and volume fraction of isotropic water molecules (Viso) in regions of interest (ROIs) were calculated. Correlations between these parameters and Montreal Cognitive Assessment (MoCA) and Mini-Mental State Examination (MMSE) scores were examined. Diagnostic effect was evaluated using receiver operating characteristic (ROC) curve analysis, and area under the curve (AUC) was calculated.</p><p><strong>Results: </strong>Significant variations were observed in the NDI, ODI, Viso, and FA. Compared to HCs, the NDI and ODI in the OSA-NCI group decreased, while the Viso value increased. NDI and ODI showed slight increases in the OSA-CI group but remained below HC levels; Viso significantly increased. However, FA did not significantly differ. NDI, ODI, and Viso strongly correlated with MoCA scores in specific gray matter regions; FA showed weak correlations (r < 0.5). ROC analysis confirmed the effectiveness of the NODDI parameters, with average AUC values of 0.689 for the Viso value, 0.676 for the ODI, and 0.635 for the NDI; however, FA showed limited diagnostic utility (AUC 0.452).</p><p><strong>Conclusion: </strong>This study suggests the potential diagnostic utility of NODDI in detecting gray matter pathology in OSAHS patients with cognitive impairment, though further validation in larger, independent cohorts is needed.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145780339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Safety and efficacy of oral cladribine in relapsing multiple sclerosis: a systematic review and meta-analysis. 口服克拉德滨治疗复发性多发性硬化症的安全性和有效性:一项系统评价和荟萃分析。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-19 DOI: 10.1186/s12883-025-04514-9
Hind Alnajashi, Hussain Ali J Almohammed, Ahmed Salah Morad, Bushra Wadi Bin Saddiq, Kawthar Faisal Kushara, Bayan Mohammed Khair Al Zoabi, Wejdan Ahmed Aldawsari, Fatimah Ibrahim Almuhaysin, Mayar Ahmed Gasim, Hams Akram Alharbi, Tanveer Nidal Khan

Background: Multiple sclerosis (MS) is a chronic autoimmune disease that affects the central nervous system through persistent inflammation and demyelination. Cladribine, an immunosuppressive agent, has emerged as a promising high-efficacy disease-modifying therapy. However, concerns remain regarding its long-term safety, particularly the risks of lymphopenia, infections, and malignancy. This study aimed to evaluate the efficacy and safety of oral cladribine, including a control group defined by placebo, fingolimod, and natalizumab, by analyzing the impact of cladribine on the annualized relapse rate, relapse-free rate, expanded disability status, and adverse outcomes, such as malignancy, infections, and persistent lymphopenia.

Methods: This systematic review and meta-analysis adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 guidelines. The databases PubMed, Web of Science, and Google Scholar were comprehensively searched to identify randomized controlled trials and observational studies comparing oral cladribine with other MS treatments or placebo.

Results: This study included 24,976 patients with MS. Cladribine significantly reduced annualized relapse rates (mean difference [MD] = - 0.09; P = 0.0004), especially versus placebo (MD = - 0.15; P = 0.0002). No overall difference in Expanded Disability Status Scale was identified, although fingolimod showed better post-treatment outcomes (MD = 0.40; P < 0.00001). Relapse-free rates were similar, except in the placebo subgroup favoring cladribine (MD = 2.46; P < 0.00001). Cladribine was associated with an increased risk of persistent lymphopenia (odds ratio [OR] = 20.20; P < 0.00001), whereas infection (OR = 1.18; P = 0.78) and malignancy rates (OR = 1.87; P = 0.63) were comparable to those of the controls. The interpretation was limited by study heterogeneity and the absence of a pooled analysis of several secondary outcomes.

Conclusion: Cladribine may be a valuable therapeutic option for relapsing-remitting MS with a strong efficacy profile. The lymphopenia incidence highlights the need for regular hematological monitoring to ensure the safety of cladribine.

背景:多发性硬化症(MS)是一种慢性自身免疫性疾病,通过持续炎症和脱髓鞘影响中枢神经系统。克拉宾作为一种免疫抑制剂,已成为一种很有前景的高效疾病改善疗法。然而,对其长期安全性的担忧仍然存在,特别是淋巴细胞减少、感染和恶性肿瘤的风险。本研究旨在通过分析克拉德里滨对年化复发率、无复发率、扩大残疾状态和不良结局(如恶性肿瘤、感染和持续性淋巴细胞减少)的影响,评估口服克拉德里滨的有效性和安全性,包括由安慰剂、fingolimod和natalizumab定义的对照组。方法:本系统评价和荟萃分析遵循2020年系统评价和荟萃分析指南的首选报告项目。我们对PubMed、Web of Science和谷歌Scholar等数据库进行了全面检索,以确定将口服克拉宾与其他多发性硬化症治疗或安慰剂进行比较的随机对照试验和观察性研究。结果:本研究纳入了24,976例ms患者,Cladribine显著降低了年化复发率(平均差值[MD] = - 0.09; P = 0.0004),特别是与安慰剂相比(MD = - 0.15; P = 0.0002)。在扩展残疾状态量表中没有发现总体差异,尽管fingolimod显示出更好的治疗后结果(MD = 0.40; P)结论:克拉德滨可能是复发-缓解型MS的有价值的治疗选择,具有很强的疗效。淋巴细胞减少的发生率强调需要定期的血液学监测,以确保克拉德滨的安全性。
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引用次数: 0
Development of an exploratory mismatch negativity-based prognostic nomogram for consciousness recovery in patients with prolonged disorders of consciousness: a derivation study. 开发一种探索性的错配阴性为基础的预后nomogram用于长期意识障碍患者的意识恢复:一项衍生研究。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-19 DOI: 10.1186/s12883-025-04574-x
Yucong Zou, Xiao Lv, Weiming Lin, Jing Zhou, Wenshi Chen, Juan Wang, Dan Li, Fubing Zha, Yulong Wang

Background: Prolonged disorders of consciousness (pDOC) pose significant clinical and societal challenges. Evaluating the prognosis of patients with pDOC is of a great concern for clinicians. This derivation study aimed to establish a nomogram based on mismatch negativity (MMN) to predict the recovery of consciousness in patients with pDOC.

Methods: This is a single-center retrospective derivation study. From September 2021 to June 2023, demographic and clinical information and MMN results of patients with pDOC were collected. The prognosis of patients who were admitted to the hospital for 6 months was assessed using the Glasgow Outcome Scale, categorized as "unfavorable prognosis" and "favorable prognosis." In this study, Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were used to select the most relevant predictors and create the nomogram. Receiver Operating Characteristic (ROC), calibration curves and Decision Curves Analysis (DCA) in the nomogram explained the predictive efficacy and clinical utility of the patients.

Results: 101 patients with pDOC were included, with 57 and 44 having unfavorable and favorable prognose. Univariate and LASSO regression analysis indicated that the MMN amplitude at Fz, Coma Recovery Scale-Revised scores, disease duration, and multiple intensive care unit admissions were the independent factors that were used to develop the exploration nomogram. ROC curves, calibration curves, and DCA showed good predictive power (area under the ROC curve: 0.821), with DCA suggested potential net benefit within clinically relevant decision-probability ranges.

Conclusion: In this study, an exploratory nomogram developed based on MMN predicted the 6-month outcome of patients with pDOC. This exploratory, internally validated model may support prognostic assessment.

背景:长期意识障碍(pDOC)是临床和社会面临的重大挑战。评估pDOC患者的预后是临床医生非常关注的问题。本衍生研究旨在建立一个基于失配负性(MMN)的nomogram来预测pDOC患者的意识恢复。方法:这是一项单中心回顾性衍生研究。收集2021年9月至2023年6月pDOC患者的人口学、临床信息及MMN结果。入院6个月的患者的预后使用格拉斯哥预后量表进行评估,分为“不良预后”和“良好预后”。在本研究中,使用最小绝对收缩和选择算子(LASSO)回归分析来选择最相关的预测因子并创建nomogram。图中的受试者工作特征(ROC)、校正曲线和决策曲线分析(DCA)解释了患者的预测疗效和临床效用。结果:纳入101例pDOC患者,其中预后不良者57例,预后良好者44例。单变量和LASSO回归分析表明,Fz时MMN振幅、昏迷恢复量表-修订评分、疾病持续时间和多次重症监护病房入住是用于开发探查nomogram的独立因素。ROC曲线、校正曲线和DCA显示出良好的预测能力(ROC曲线下面积:0.821),DCA提示潜在的净收益在临床相关的决策概率范围内。结论:在本研究中,基于MMN开发的探索性nomogram预测pDOC患者6个月的预后。这种探索性的、内部验证的模型可能支持预后评估。
{"title":"Development of an exploratory mismatch negativity-based prognostic nomogram for consciousness recovery in patients with prolonged disorders of consciousness: a derivation study.","authors":"Yucong Zou, Xiao Lv, Weiming Lin, Jing Zhou, Wenshi Chen, Juan Wang, Dan Li, Fubing Zha, Yulong Wang","doi":"10.1186/s12883-025-04574-x","DOIUrl":"https://doi.org/10.1186/s12883-025-04574-x","url":null,"abstract":"<p><strong>Background: </strong>Prolonged disorders of consciousness (pDOC) pose significant clinical and societal challenges. Evaluating the prognosis of patients with pDOC is of a great concern for clinicians. This derivation study aimed to establish a nomogram based on mismatch negativity (MMN) to predict the recovery of consciousness in patients with pDOC.</p><p><strong>Methods: </strong>This is a single-center retrospective derivation study. From September 2021 to June 2023, demographic and clinical information and MMN results of patients with pDOC were collected. The prognosis of patients who were admitted to the hospital for 6 months was assessed using the Glasgow Outcome Scale, categorized as \"unfavorable prognosis\" and \"favorable prognosis.\" In this study, Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were used to select the most relevant predictors and create the nomogram. Receiver Operating Characteristic (ROC), calibration curves and Decision Curves Analysis (DCA) in the nomogram explained the predictive efficacy and clinical utility of the patients.</p><p><strong>Results: </strong>101 patients with pDOC were included, with 57 and 44 having unfavorable and favorable prognose. Univariate and LASSO regression analysis indicated that the MMN amplitude at Fz, Coma Recovery Scale-Revised scores, disease duration, and multiple intensive care unit admissions were the independent factors that were used to develop the exploration nomogram. ROC curves, calibration curves, and DCA showed good predictive power (area under the ROC curve: 0.821), with DCA suggested potential net benefit within clinically relevant decision-probability ranges.</p><p><strong>Conclusion: </strong>In this study, an exploratory nomogram developed based on MMN predicted the 6-month outcome of patients with pDOC. This exploratory, internally validated model may support prognostic assessment.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145793290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A computational analysis of programmed cell death-associated LncRNA signatures in glioma and drug prediction. 脑胶质瘤中程序性细胞死亡相关LncRNA特征的计算分析和药物预测。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-18 DOI: 10.1186/s12883-025-04372-5
Xingyu Liu, Dongliang Luo, Peng Zhang, Di Tian, Wei Liu, Liyan Jia

Background: Despite advancements in multimodal therapy, glioma remains a lethal brain tumor with limited prognostic biomarkers. Programmed cell death (PCD) pathways and long non-coding RNAs (lncRNAs) are emerging as therapeutic targets, but their combined prognostic potential in glioma remains underexplored.

Methods: RNA sequencing data from The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA) cohorts were analyzed to identify PCD-related lncRNAs. Least Absolute Shrinkage and Selection Operator (LASSO) Cox regression and multivariate Cox proportional hazards regression analyses were applied to construct a prognostic signature, with external validation performed in an independent cohort. Tumor immune microenvironment characterization was subsequently conducted through the Tumor IMmune Estimation Resource (TIMER) database using the inverse fold product algorithm, which quantified six tumor-infiltrating immune cells (TIIC) subtypes across 10,897 pan-cancer samples. Immune checkpoint differential expression between risk strata was assessed via single-sample gene set enrichment analysis (ssGSEA). Drug sensitivity prediction was performed using the Cancer Genome Project (GCP) databases.

Results: A 4-lncRNA signature effectively stratified patients into high-risk and low-risk groups. The prognosis of the high-risk group is worse. In multivariate analysis, a risk score can independently predict the prognosis and has a robust prediction efficiency in the CGGA external verification set. The infiltration of immunosuppressive cells, such as M2 macrophages, increased the expression of immune checkpoints, such as PD-L1, increased, and the infiltration of CD8 + T cells decreased in high-risk patients. Computational screening identified elesclomol as a potential therapeutic agent showing subtype-specific efficacy.

Conclusions: This study highlights the prognostic significance of lncRNAs associated with PCD in glioma and provides computational evidence for their potential as therapeutic targets. While the results suggest novel avenues for treatment development, they must be interpreted cautiously due to the lack of experimental validation. Future studies should aim to validate these results through controlled clinical trials and explore underlying molecular mechanisms.

背景:尽管多模式治疗取得了进展,但胶质瘤仍然是一种致命的脑肿瘤,预后生物标志物有限。程序性细胞死亡(PCD)途径和长链非编码rna (lncRNAs)正在成为治疗靶点,但它们在胶质瘤中的联合预后潜力仍未得到充分探索。方法:分析来自Cancer Genome Atlas (TCGA)和Chinese Glioma Genome Atlas (CGGA)队列的RNA测序数据,鉴定与pcd相关的lncrna。最小绝对收缩和选择算子(LASSO) Cox回归和多变量Cox比例风险回归分析用于构建预后特征,并在独立队列中进行外部验证。随后,通过肿瘤免疫估计资源(Tumor immune Estimation Resource, TIMER)数据库,使用逆折积算法对10,897个泛癌样本中的6种肿瘤浸润免疫细胞(Tumor -浸润immune cells, TIIC)亚型进行肿瘤免疫微环境表征。通过单样本基因集富集分析(ssGSEA)评估危险阶层之间免疫检查点差异表达。使用癌症基因组计划(GCP)数据库进行药物敏感性预测。结果:4-lncRNA标记有效地将患者分为高危组和低危组。高危人群的预后更差。在多变量分析中,风险评分可以独立预测预后,并且在CGGA外部验证集中具有稳健的预测效率。高危患者M2巨噬细胞等免疫抑制细胞的浸润使PD-L1等免疫检查点的表达增加,CD8 + T细胞的浸润减少。计算筛选确定埃司克洛莫尔作为一种潜在的治疗剂显示亚型特异性疗效。结论:本研究强调了与PCD相关的lncrna在胶质瘤中的预后意义,并为其作为治疗靶点的潜力提供了计算证据。虽然这些结果为治疗发展提供了新的途径,但由于缺乏实验验证,必须谨慎解释。未来的研究应旨在通过对照临床试验验证这些结果,并探索潜在的分子机制。
{"title":"A computational analysis of programmed cell death-associated LncRNA signatures in glioma and drug prediction.","authors":"Xingyu Liu, Dongliang Luo, Peng Zhang, Di Tian, Wei Liu, Liyan Jia","doi":"10.1186/s12883-025-04372-5","DOIUrl":"10.1186/s12883-025-04372-5","url":null,"abstract":"<p><strong>Background: </strong>Despite advancements in multimodal therapy, glioma remains a lethal brain tumor with limited prognostic biomarkers. Programmed cell death (PCD) pathways and long non-coding RNAs (lncRNAs) are emerging as therapeutic targets, but their combined prognostic potential in glioma remains underexplored.</p><p><strong>Methods: </strong>RNA sequencing data from The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA) cohorts were analyzed to identify PCD-related lncRNAs. Least Absolute Shrinkage and Selection Operator (LASSO) Cox regression and multivariate Cox proportional hazards regression analyses were applied to construct a prognostic signature, with external validation performed in an independent cohort. Tumor immune microenvironment characterization was subsequently conducted through the Tumor IMmune Estimation Resource (TIMER) database using the inverse fold product algorithm, which quantified six tumor-infiltrating immune cells (TIIC) subtypes across 10,897 pan-cancer samples. Immune checkpoint differential expression between risk strata was assessed via single-sample gene set enrichment analysis (ssGSEA). Drug sensitivity prediction was performed using the Cancer Genome Project (GCP) databases.</p><p><strong>Results: </strong>A 4-lncRNA signature effectively stratified patients into high-risk and low-risk groups. The prognosis of the high-risk group is worse. In multivariate analysis, a risk score can independently predict the prognosis and has a robust prediction efficiency in the CGGA external verification set. The infiltration of immunosuppressive cells, such as M2 macrophages, increased the expression of immune checkpoints, such as PD-L1, increased, and the infiltration of CD8 + T cells decreased in high-risk patients. Computational screening identified elesclomol as a potential therapeutic agent showing subtype-specific efficacy.</p><p><strong>Conclusions: </strong>This study highlights the prognostic significance of lncRNAs associated with PCD in glioma and provides computational evidence for their potential as therapeutic targets. While the results suggest novel avenues for treatment development, they must be interpreted cautiously due to the lack of experimental validation. Future studies should aim to validate these results through controlled clinical trials and explore underlying molecular mechanisms.</p>","PeriodicalId":9170,"journal":{"name":"BMC Neurology","volume":"25 1","pages":"509"},"PeriodicalIF":2.2,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12713238/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145780336","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
Integrating machine learning and experiments to elucidate the potential molecular mechanisms of methylparaben-induced Alzheimer's disease: evidence from a Tau hyperphosphorylation cell model. 整合机器学习和实验来阐明甲基对羟基苯甲酸酯诱导的阿尔茨海默病的潜在分子机制:来自Tau过度磷酸化细胞模型的证据。
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-18 DOI: 10.1186/s12883-025-04582-x
Hui E Zhang, Meng Li Xiao, Jin Jin Ji, Yu Rong Cheng, Fang Lu

Background: Alzheimer's disease (AD) was a progressive neurodegenerative disorder characterised by an insidious onset and gradual cognitive decline. It remained a significant global health challenge. Methylparaben (MEP), a preservative commonly used in cosmetics and food processing, had been associated with the development and progression of AD.

Methods: First, we acquired the initial three-dimensional (3D) structure of MEP from PubChem (CID: 7456), followed by structural optimization via energy minimization using Chem3D software to complete its 3D structural characterisation. This was followed by systematic target prediction across the SwissTargetPrediction, SEA, GeneCards and OMIM databases. We then constructed protein-protein interaction (PPI) networks using STRING and visualised them in Cytoscape to identify core targets. Molecular docking simulations using CB-Dock2 elucidated the binding affinities between MEP and the key proteins. Experimental validation combined Gene Expression Omnibus (GEO) database analysis with quantitative reverse transcription polymerase chain reaction (qRT-PCR) to quantify transcriptional changes in SK-N-SH neural cells.

Results: A total of 153 potential targets associated with MEP and AD were identified. Ten core targets were determined through screening using the STRING platform and Cytoscape software, including HIF1A, IGF1R, PDGFRB, PTK2, VCAM1, CXCL12, ERBB2, ESR1, JAK2 and BCL2L1. Furthermore, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses revealed that the core MEP targets in AD primarily concentrate on the following key signalling pathways: Neuroactive ligand-receptor interactions, EGFR tyrosine kinase inhibitor resistance, HIF-1 signalling pathway and gamma-aminobutyric acid (GABA) synapse. Molecular docking simulations using CB-Dock2 confirmed a high binding affinity between MEP and these core targets. To investigate the mechanism of action of MEP, we validated the findings using clinical datasets and the human neuroblastoma cell line SK-N-SH. Upregulation of ten transcriptional expressions was observed, suggesting that MEP might influence cognitive function in patients with AD.

Conclusion: This study elucidated the potential molecular mechanisms of MEP in the progression of Alzheimer's disease-related tau pathology, offering new insights for the prevention and intervention of degenerative diseases that might be triggered by excessive exposure to MEP environments.

背景:阿尔茨海默病(AD)是一种进行性神经退行性疾病,其特点是发病隐匿,认知能力逐渐下降。它仍然是一个重大的全球卫生挑战。对羟基苯甲酸甲酯(MEP)是一种常用于化妆品和食品加工的防腐剂,与AD的发生和发展有关。方法:首先,我们从PubChem (CID: 7456)中获取MEP的初始三维(3D)结构,然后使用Chem3D软件通过能量最小化进行结构优化,完成其三维结构表征。随后通过SwissTargetPrediction、SEA、GeneCards和OMIM数据库进行了系统的目标预测。然后,我们使用STRING构建了蛋白质-蛋白质相互作用(PPI)网络,并在Cytoscape中对其进行可视化,以确定核心靶点。利用CB-Dock2进行分子对接模拟,阐明了MEP与关键蛋白之间的结合亲和力。实验验证结合基因表达综合(GEO)数据库分析和定量逆转录聚合酶链反应(qRT-PCR)来定量SK-N-SH神经细胞的转录变化。结果:共鉴定出153个与MEP和AD相关的潜在靶点。通过STRING平台和Cytoscape软件筛选,确定了10个核心靶点,包括HIF1A、IGF1R、PDGFRB、PTK2、VCAM1、CXCL12、ERBB2、ESR1、JAK2和BCL2L1。此外,基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析显示,AD的核心MEP靶点主要集中在以下关键信号通路上:神经活性配体-受体相互作用、EGFR酪氨酸激酶抑制剂耐药性、HIF-1信号通路和γ -氨基丁酸(GABA)突触。利用CB-Dock2进行分子对接模拟,证实了MEP与这些核心靶点之间的高结合亲和力。为了研究MEP的作用机制,我们使用临床数据集和人神经母细胞瘤细胞系SK-N-SH验证了这些发现。观察到10个转录表达上调,提示MEP可能影响AD患者的认知功能。结论:本研究阐明了MEP在阿尔茨海默病相关tau病理进展中的潜在分子机制,为过度暴露于MEP环境可能引发的退行性疾病的预防和干预提供了新的见解。
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引用次数: 0
Association of cholesterol, high-density lipoprotein, and glucose index and its modified indices with the risk of stroke: insights from CHARLS. 胆固醇、高密度脂蛋白和葡萄糖指数及其修正指数与卒中风险的关系:CHARLS的见解
IF 2.2 3区 医学 Q3 CLINICAL NEUROLOGY Pub Date : 2025-12-18 DOI: 10.1186/s12883-025-04575-w
Yuqi Zeng, Dayong Zhou, Yan Chen, Guijun Huo

Objective: Cholesterol, High-density lipoprotein, and Glucose (CHG) index has recently been proposed as a marker of metabolic dysfunction. However, the association of CHG and CHG modified indices with the risk of stroke remains unclear.

Methods: We analyzed 8908 participants aged 45 years or older from the CHARLS. Baseline CHG and its modified forms (CHG-WC, CHG-BMI, CHG-BRI, CHG-WWI, CHG-WHtR, CHG-ABSI, and CHG-CVAI) were collected. Kaplan-Meier curves, Cox proportional hazards models, and restricted cubic spline (RCS) analyses were applied to assess associations with incident stroke.

Results: During a 9-year follow-up period, 828 (9.3%) participants had occurred strokes. Our analysis found a significant positive association between CHG, CHG-WC, CHG-BMI, CHG-BRI, CHG-WWI, CHG-WHtR, CHG-ABSI, CHG-CVAI, with stroke risk. The adjusted HR for the highest quartile compared to the lowest were: CHG 1.57 (95% CI:1.18-2.10), CHG-WC 1.72 (95% CI:1.34-2.20), CHG-BMI 1.62 (95% CI:1.26-2.08), CHG-BRI 1.65 (95% CI:1.29-2.10), CHG-WWI 1.71 (95% CI:1.32-2.23), CHG-WHtR 1.67 (95% CI:1.29-2.16), CHG-ABSI 1.41 (95% CI:1.10-1.80), and CHG-CVAI 1.99 (95% CI:1.54-2.57), with CHG-CVAI showing strongest associations. The RCS revealed a significant linear association between CHG, CHG-WC, CHG-BMI, and CHG-CVAI with the risk of stroke, whereas CHG-BRI, CHG-WWI, CHG-WHtR, and CHG-ABSI showed significant nonlinear associations with stroke risk. According to ROC analysis, CHG-CVAI had the highest predictive power for stroke risk (C-index:0.618).

Conclusions: Elevated CHG and its modified indices were strongly associated with stroke risk in middle-aged and older Chinese populations. CHG-related indices combined with obesity measures may help enhance the identification of individuals at higher risk of stroke.

目的:胆固醇、高密度脂蛋白和葡萄糖(CHG)指数最近被提出作为代谢功能障碍的标志。然而,CHG和CHG修正指数与卒中风险的关系尚不清楚。方法:我们分析了来自CHARLS的8908名年龄在45岁及以上的参与者。收集基线CHG及其修改形式(CHG- wc、CHG- bmi、CHG- bri、CHG- wwi、CHG- whtr、CHG- absi和CHG- cvai)。Kaplan-Meier曲线、Cox比例风险模型和限制性三次样条(RCS)分析被用于评估与卒中事件的关联。结果:在9年的随访期间,828名(9.3%)参与者发生中风。我们的分析发现CHG、CHG- wc、CHG- bmi、CHG- bri、CHG- wwi、CHG- whtr、CHG- absi、CHG- cvai与卒中风险之间存在显著正相关。最高四分位数的调整人力资源相比,最低的是:CHG 1.57(95%置信区间:1.18—-2.10),CHG-WC 1.72(95%置信区间:1.34—-2.20),CHG-BMI 1.62(95%置信区间:1.26—-2.08),CHG-BRI 1.65(95%置信区间:1.29—-2.10),CHG-WWI 1.71(95%置信区间:1.32—-2.23),CHG-WHtR 1.67(95%置信区间:1.29—-2.16),CHG-ABSI 1.41(95%置信区间:1.10—-1.80)和CHG-CVAI 1.99(95%置信区间:1.54—-2.57),CHG-CVAI显示强烈的关联。RCS显示CHG、CHG- wc、CHG- bmi和CHG- cvai与卒中风险呈显著的线性相关,而CHG- bri、CHG- wwi、CHG- whtr和CHG- absi与卒中风险呈显著的非线性相关。ROC分析显示,CHG-CVAI对脑卒中风险的预测能力最高(c指数:0.618)。结论:在中国中老年人群中,CHG升高及其修正指标与卒中风险密切相关。chg相关指标与肥胖测量相结合可能有助于提高卒中高危人群的识别。
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BMC Neurology
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