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New-Onset Headache After SARS-CoV-2 Infection and Vaccination: Results From Three Population-Based Cohorts in Norway SARS-CoV-2感染和疫苗接种后新发头痛:来自挪威三个基于人群的队列的结果
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-03 DOI: 10.1111/ene.70437
Kristine Blix, Ida Laake, Ida Henriette Caspersen, Berit Feiring, Anna Hayman Robertson, Siri N. Skodvin, Siri Mjaaland, Per Magnus, Anker Stubberud, Marte-Helene Bjørk, Lill Trogstad

Background

Persistent headache after SARS-CoV-2 infections and vaccination has been reported. However, limited data exist on the risk of new-onset headache after these exposures compared to unexposed periods in the general population.

Methods

We used data from three population-based cohorts (N = 85,774, age 19–81 years). SARS-CoV-2 infections and vaccinations were obtained from national registries and questionnaires. Before and after Omicron emergence, participants stated whether they had been suffering from headache during the past year, reported headache characteristics, and time of onset. Time-dependent exposures were used to investigate the impact of SARS-CoV-2 infection and vaccination on the risk of new-onset headache. Headache subtypes were secondary outcomes.

Results

SARS-CoV-2 infection and first and second vaccine doses were associated with increased risk of new-onset headache. The three cohorts, representing different age groups, were analyzed separately. For pre-Omicron infections, the hazard ratio (HR) was 6.7 (95% confidence interval (CI) 4.8–9.2) and 6.5 (95% CI 3.8–11.1) among middle-aged women and men, respectively. For Omicron infection, HRs were 4.7 (95% CI 4.1–5.4) and 4.5 (95% CI 3.7–5.4), respectively. The risk increased with infection severity. Corresponding HRs for first and second vaccine doses, administered during low transmission, were 1.6 and 1.7, respectively, in women, and 1.5 for both doses in men. The third dose, given before the Omicron surge, was associated with 20%–40% protection against new-onset headache.

Conclusions

SARS-CoV-2 infection was strongly associated with new-onset headache. Primary vaccination was associated with a small increased risk of headache during a low-transmission period, whereas booster vaccination offered protection during high-transmission.

背景:已有SARS-CoV-2感染和疫苗接种后持续头痛的报道。然而,在普通人群中,与未暴露期间相比,这些暴露后新发头痛的风险数据有限。方法:我们使用的数据来自三个基于人群的队列(N = 85,774,年龄19-81岁)。SARS-CoV-2感染和疫苗接种数据来自国家登记处和调查问卷。在欧米克隆出现之前和之后,参与者陈述了他们在过去一年中是否患有头痛,报告的头痛特征和发病时间。使用时间依赖暴露来研究SARS-CoV-2感染和疫苗接种对新发头痛风险的影响。头痛亚型是次要结局。结果:SARS-CoV-2感染和第一次和第二次疫苗剂量与新发头痛的风险增加相关。代表不同年龄组的三个队列分别进行分析。对于欧米克隆前感染,中年女性和男性的危险比(HR)分别为6.7(95%可信区间(CI) 4.8-9.2)和6.5 (95% CI 3.8-11.1)。对于Omicron感染,hr分别为4.7 (95% CI 4.1-5.4)和4.5 (95% CI 3.7-5.4)。风险随着感染的严重程度而增加。在低传播期间接种第一剂和第二剂疫苗的相应hr在女性中分别为1.6和1.7,在男性中两剂分别为1.5。第三剂,在Omicron激增之前,对新发头痛有20%-40%的保护作用。结论:SARS-CoV-2感染与新发头痛密切相关。初次接种与低传播期头痛风险小幅增加相关,而加强接种在高传播期提供保护。
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引用次数: 0
Comprehensive Profiling of Annexins in Neuromuscular Disorders Reveals a Unique Signature in Dysferlinopathy 神经肌肉疾病中膜联蛋白的综合分析揭示了异常蛋白病的独特特征。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-12-02 DOI: 10.1111/ene.70442
Qi-Fang He, Yu-hua Lin, Ze-ling Zheng, Ming-hui Zeng, Xin Lin, Xin-yi Liu,  Kang-yang, Q I-jie Zhang, Min-ting Lin, Ning Wang, Zhi-qiang Wang, Feng Lin

Background

Annexins are a family of calcium-dependent membrane-binding proteins implicated in membrane repair and inflammation, yet their immunoreactivity patterns in neuromuscular disorders remain poorly characterized. This study systematically examined the immunoreactivity profiles of annexins A1, A2, A4, A5, A6, A7, and A11 across various muscular dystrophies, including muscular dystrophies, inflammatory myopathies, lipid storage myopathy (LSM), and amyotrophic lateral sclerosis (ALS).

Methods

Muscle biopsies from patients with dysferlinopathy, Duchenne/Becker muscular dystrophy (DMD/BMD), myotonic dystrophy type 1 (DM1), oculopharyngeal muscular dystrophy (OPMD), facioscapulohumeral muscular dystrophy (FSHD), LSM, inflammatory myopathies, and ALS, along with controls, were analyzed. Immunofluorescence and immunoblot assays were used to assess annexin localization and abundance, and quantitative immunoreactivity levels were statistically compared with controls.

Results

Dysferlinopathy showed a distinct upregulation of multiple annexins (A1, A2, A4, A5, A6, and A7). These annexins were primarily localized to the extracellular matrix, with additional cytoplasmic accumulation in atrophied fibers. Annexin A6 was strongly associated with the sarcolemma, while annexin A7 was diffusely distributed. In contrast, other myopathies such as OPMD and FSHD exhibited reduced or unchanged annexin immunoreactivity. Inflammatory myopathies partially mirrored the dysferlinopathy pattern, though annexin A2 levels were lower. ALS samples displayed minimal immunoreactivity, restricted to focal cytoplasmic annexin A1 and sparse sarcolemmal annexin A6.

Conclusions

These findings reveal a unique annexin signature in dysferlinopathy, suggesting a potential involvement in membrane repair and inflammatory modulation. The differential expression across disorders highlights the diverse roles of annexins in muscle pathophysiology and supports their utility as diagnostic biomarkers and therapeutic targets.

背景:膜联蛋白是一个钙依赖性膜结合蛋白家族,与膜修复和炎症有关,但其在神经肌肉疾病中的免疫反应模式仍不清楚。本研究系统地检测了膜联蛋白A1、A2、A4、A5、A6、A7和A11在各种肌肉营养不良症中的免疫反应性,包括肌肉营养不良症、炎症性肌病、脂质储存性肌病(LSM)和肌萎缩侧索硬化症(ALS)。方法:对肌纤维异常病、Duchenne/Becker肌营养不良症(DMD/BMD)、1型肌强直性营养不良症(DM1)、眼咽肌营养不良症(OPMD)、面肩肱肌营养不良症(FSHD)、LSM、炎症性肌病和ALS患者的肌肉活检进行分析,并与对照组进行比较。采用免疫荧光和免疫印迹法评估膜联蛋白的定位和丰度,定量免疫反应性水平与对照组进行统计学比较。结果:异常ferlinopathy表现出多种膜联蛋白(A1, A2, A4, A5, A6和A7)的明显上调。这些膜联蛋白主要定位于细胞外基质,在萎缩的纤维中有额外的细胞质积累。膜联蛋白A6与肌膜密切相关,膜联蛋白A7弥漫性分布。相比之下,其他肌病如OPMD和FSHD表现出降低或不变的膜联蛋白免疫反应性。炎症性肌病部分反映了异铁蛋白病的模式,尽管膜联蛋白A2水平较低。ALS样品显示最小的免疫反应性,仅限于局灶性细胞质膜联蛋白A1和稀疏的肌层膜联蛋白A6。结论:这些发现揭示了异常铁蛋白病中独特的膜联蛋白特征,提示其可能参与膜修复和炎症调节。不同疾病间的差异表达突出了膜联蛋白在肌肉病理生理中的不同作用,并支持其作为诊断生物标志物和治疗靶点的效用。
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引用次数: 0
MRI-DTI Biomarkers Along the Continuum of Behavioral Variant Frontotemporal Dementia 行为变异额颞叶痴呆的MRI-DTI生物标志物。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-30 DOI: 10.1111/ene.70438
Marco Michelutti, Hans-Jürgen Huppertz, Sarah Anderl-Straub, Heiko Volkmann, Daniele Urso, Benedetta Tafuri, Salvatore Nigro, Paolo Manganotti, Angela Rosenbohm, Albert C. Ludolph, Markus Otto, Giancarlo Logroscino, Hans-Peter Müller, Jan Kassubek

Background

We investigated whether diffusion tensor imaging (DTI) and atlas-based volumetry (ABV) could track specific patterns of brain white matter (WM) microstructure and gray matter (GM) volumes in behavioral variant frontotemporal dementia (bvFTD) and amyotrophic lateral sclerosis with frontotemporal dementia (ALS-FTD).

Methods

MRI datasets from 65 bvFTD (including 19 with longitudinal MRI), 18ALS-FTD, and 39 controls were analyzed. White matter fractional anisotropy (FA) differences were assessed using unbiased Whole Brain-based Spatial Statistics (WBSS) and a hypothesis-driven complementary approach consisting of Tract-Wise FA Statistics (TFAS) in Tracts of Interest (TOIs) and ABV in Structures of Interest (SOIs). FA maps were correlated with disease severity (FTLD-CDR sum of boxes). A random forest algorithm classified participants employing TOI and SOI data.

Results

At baseline, both bvFTD and ALS-FTD exhibited WM changes in several tracts including the uncinate fasciculi, tracts originating in the corpus callosum, and the inferior and superior longitudinal fasciculi. Atrophy was most pronounced in the frontal lobes and caudate nuclei. Longitudinally, bvFTD demonstrated an antero-posterior spread of WM degeneration, particularly along the corpus callosum and inferior longitudinal fasciculus, with relatively modest cortical atrophy progression. Random forest analysis identified the most discriminative TOIs and SOIs including the uncinate fasciculus and the amygdala.

Conclusions

Our findings demonstrate a similar pattern of structural and microstructural changes in bvFTD and ALS-FTD, with a specific involvement of the corticospinal tract for ALS-FTD, and support the utility of combined DTI and ABV in tracking disease progression across the FTLD spectrum.

背景:我们研究了扩散张量成像(DTI)和基于图谱的体积测定(ABV)是否可以追踪行为变异性额颞叶痴呆(bvFTD)和肌萎缩侧索硬化症合并额颞叶痴呆(ALS-FTD)的脑白质(WM)微结构和灰质(GM)体积的特定模式。方法:对65例bvFTD(包括19例纵向MRI)、18例als - ftd和39例对照组的MRI数据进行分析。白质分数各向异性(FA)差异采用无偏倚的全脑空间统计(WBSS)和假设驱动的互补方法进行评估,该方法包括兴趣束(TOIs)的通道相关FA统计(TFAS)和兴趣结构(SOIs)的ABV。FA图与疾病严重程度相关(FTLD-CDR方框之和)。采用TOI和SOI数据对参与者进行随机森林分类。结果:基线时,bvFTD和ALS-FTD均表现出多个束的WM变化,包括缰状束、起源于胼胝体的束以及上下纵向束。萎缩在额叶和尾状核最为明显。纵向上,bvFTD表现出WM变性的前后扩散,特别是沿胼胝体和下纵束,伴有相对适度的皮质萎缩进展。随机森林分析发现最具鉴别性的toi和soi包括钩状束和杏仁核。结论:我们的研究结果表明,bvFTD和ALS-FTD的结构和微观结构变化模式相似,ALS-FTD的皮质脊髓束特异性受损伤,并支持联合DTI和ABV在追踪FTLD疾病进展方面的应用。
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引用次数: 0
Dermal Alpha-Synuclein Aggregation in Seed Amplification Assays for Parkinson's Disease Subtype Differentiation 帕金森氏病亚型分化的种子扩增试验中真皮α -突触核蛋白聚集
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-28 DOI: 10.1111/ene.70453
Magdalena Vieregge, Anastasia Kuzkina, Annette Janzen, Wolfgang H. Oertel, Michael Sommerauer, Jens Volkmann, Kathrin Doppler

Background

Skin biopsies and seed amplification assays (SAA) provide a sensitive and potentially quantitative method to detect alpha-synuclein (a-syn) aggregation in peripheral nerve fibers in Parkinson's disease (PD). Relating to the previously published hypothesis that PD may either originate in the peripheral (body-first) or central (brain-first) nervous system, we investigated whether patients with clinical features that have been reported to be associated with a suspected body-first subtype of PD exhibit higher levels of a-syn aggregation in dermal nerve fibers compared to those without these features. Patients with isolated REM sleep behavior disorder (iRBD) representing a suspected premotor stage of body-first PD were studied in comparison to the PD cohort.

Methods

Patients were categorized on the basis of clinical features, and SAA parameters such as lag time, number of positive curves, and titers were analyzed and correlated with clinical features.

Results

Although patients with clinical features of suspected body-first PD showed slightly higher titers, significant differences were mainly observed between iRBD patients and PD patients.

Conclusions

Our data suggest that widespread α-syn aggregation in advanced PD limits the use of SAA in skin biopsies for subtype differentiation.

皮肤活检和种子扩增试验(SAA)为检测帕金森病(PD)周围神经纤维中α -突触核蛋白(a-syn)聚集提供了一种敏感且潜在的定量方法。关于先前发表的PD可能起源于外周(身体优先)或中枢(大脑优先)神经系统的假设,我们研究了与疑似身体优先亚型PD相关的临床特征的患者是否比没有这些特征的患者在真皮神经纤维中表现出更高水平的a-syn聚集。孤立的快速眼动睡眠行为障碍(iRBD)患者代表疑似身体优先PD的前运动阶段,与PD队列进行比较研究。方法根据临床特征对患者进行分类,分析SAA的滞后时间、阳性曲线数、滴度等参数与临床特征的相关性。结果虽然具有疑似体优先PD临床特征的患者滴度略高,但主要在iRBD患者和PD患者之间观察到显著差异。结论:我们的数据表明,在晚期PD中广泛存在的α-syn聚集限制了SAA在皮肤活检中用于亚型分化的应用。
{"title":"Dermal Alpha-Synuclein Aggregation in Seed Amplification Assays for Parkinson's Disease Subtype Differentiation","authors":"Magdalena Vieregge,&nbsp;Anastasia Kuzkina,&nbsp;Annette Janzen,&nbsp;Wolfgang H. Oertel,&nbsp;Michael Sommerauer,&nbsp;Jens Volkmann,&nbsp;Kathrin Doppler","doi":"10.1111/ene.70453","DOIUrl":"https://doi.org/10.1111/ene.70453","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Skin biopsies and seed amplification assays (SAA) provide a sensitive and potentially quantitative method to detect alpha-synuclein (a-syn) aggregation in peripheral nerve fibers in Parkinson's disease (PD). Relating to the previously published hypothesis that PD may either originate in the peripheral (body-first) or central (brain-first) nervous system, we investigated whether patients with clinical features that have been reported to be associated with a suspected body-first subtype of PD exhibit higher levels of a-syn aggregation in dermal nerve fibers compared to those without these features. Patients with isolated REM sleep behavior disorder (iRBD) representing a suspected premotor stage of body-first PD were studied in comparison to the PD cohort.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Patients were categorized on the basis of clinical features, and SAA parameters such as lag time, number of positive curves, and titers were analyzed and correlated with clinical features.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Although patients with clinical features of suspected body-first PD showed slightly higher titers, significant differences were mainly observed between iRBD patients and PD patients.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Our data suggest that widespread α-syn aggregation in advanced PD limits the use of SAA in skin biopsies for subtype differentiation.</p>\u0000 </section>\u0000 </div>","PeriodicalId":11954,"journal":{"name":"European Journal of Neurology","volume":"32 12","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ene.70453","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145618978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Response to Letter to the Editor: Headache After Sealing of Cerebrospinal Fluid Leaks in Patients With Spontaneous Intracranial Hypotension 致编辑的回复:自发性颅内低血压患者脑脊液漏封堵后头痛
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-28 DOI: 10.1111/ene.70431
Adrian Scutelnic, Nedelina Slavova, Eric Morel, Franz Riederer, Tomas Dobrocky, Eike I. Piechowiak, Ralph T. Schär, Christoph J. Schankin
<p>We thank Irshad and Nizami for their letter to the editors commenting on our article “Headache After Sealing of Cerebrospinal Fluid Leaks in Patients With Spontaneous Intracranial Hypotension.”</p><p>We agree that rebound intracranial hypertension is a well-known complication in SIH patients following successful sealing of a CSF leak. However, there is no consensus on how to approach these patients. Fortunately, rebound hypertension has been found to be self-limited in most cases. Consequently, lumbar punctures are not warranted for these patients. Indeed, a repeat lumbar puncture might actually be harmful by causing a second lumbar leak with subsequent post-punctional headache or even worse complications in subjects who are just recovering from intracranial hypotension.</p><p>It is true that from a purely methodological point of view, a control population of untreated SIH patients would most certainly strengthen our findings. However, given the known risks of persisting CSF leaks such as superficial siderosis, subdural hematoma and bibrachial atrophy [<span>1</span>], we strongly recommend treating every SIH patient with a proven CSF leak. A control group with primary headache disorders such as migraine would not be adequate since they are both fundamentally different in respect to clinical and pathophysiological mechanisms. In our study, we were able to explore pre-existing primary headache and other co-morbidities (e.g., medication overuse) as potential risk factors for persistent headache despite successful sealing of the CSF leak.</p><p>It is true that we did not elaborate in detail on our treatment protocol for sealing CSF leaks in SIH patients, which have been described elsewhere [<span>2, 3</span>]. Rather than classifying CSF leaks as high- vs. low- flow leaks, as suggested by Nizami and Irshad, anatomical location and type of the CSF have proven to be the key determinants in selecting the appropriate management strategy (microsurgical repair vs. endovascular embolization).</p><p>As detailed in the method section, this is a retrospective study of a large population of a rare disorder. This comes with inherent limitations, such as no standardized follow-up and the lack of psychometric- and headache-related scores as listed by the authors of the comment. Similarly, we did not explore central pain sensitization using methods such as cutaneous allodynia or “permanent pain pathways changes.” Although being interesting, data on central sensitization would not allow assessing whether headaches are due to ongoing CSF disturbances, as central sensitization is not specific with regard to the etiologies of chronic pain syndromes.</p><p>Still, we agree that such patient-reported outcomes, scores and measures of central sensitization would be interesting, and we encourage the authors and other researchers worldwide to set up prospective and controlled studies to better understand and treat patients with SIH.</p><p><b>Adrian Scutelnic:</b> conceptu
我们感谢Irshad和Nizami写信给编辑,评论我们的文章“自发性颅内低血压患者脑脊液渗漏封堵后头痛”。我们同意反弹性颅内高压是SIH患者成功封堵脑脊液泄漏后的一个众所周知的并发症。然而,对于如何治疗这些患者还没有达成共识。幸运的是,反弹性高血压在大多数情况下是自限性的。因此,这些患者不需要腰椎穿刺。事实上,重复腰椎穿刺实际上可能是有害的,因为它会引起第二次腰椎渗漏,并导致穿刺后头痛,甚至对刚刚从颅内低血压中恢复过来的受试者造成更严重的并发症。确实,从纯粹的方法学角度来看,未经治疗的SIH患者的对照人群肯定会加强我们的发现。然而,考虑到脑脊液持续泄漏的已知风险,如表面性铁沉着、硬膜下血肿和肱萎缩[1],我们强烈建议治疗每一位证实脑脊液泄漏的SIH患者。原发性头痛疾病(如偏头痛)的对照组是不够的,因为它们在临床和病理生理机制方面都有根本不同。在我们的研究中,我们能够探索预先存在的原发性头痛和其他合并症(例如,药物过度使用)作为持续头痛的潜在危险因素,尽管成功地封闭了脑脊液泄漏。诚然,我们并没有详细阐述封堵SIH患者脑脊液泄漏的治疗方案,这在其他地方已经有描述[2,3]。Nizami和Irshad建议将脑脊液泄漏分为高流量和低流量,而脑脊液的解剖位置和类型已被证明是选择适当治疗策略(显微外科修复与血管内栓塞)的关键决定因素。如方法部分所述,这是一项对大量罕见疾病人群的回顾性研究。这有其固有的局限性,比如没有标准化的随访,缺乏评论作者列出的心理测量和头痛相关评分。同样,我们没有使用皮肤异常性疼痛或“永久性疼痛通路改变”等方法探索中枢性疼痛致敏。虽然很有趣,但中枢致敏的数据不能评估头痛是否由持续的脑脊液紊乱引起,因为中枢致敏与慢性疼痛综合征的病因无关。尽管如此,我们同意这样的患者报告的结果、评分和中枢致敏措施将是有趣的,我们鼓励作者和世界各地的其他研究人员建立前瞻性和对照研究,以更好地了解和治疗SIH患者。Adrian Scutelnic:概念化,写作-审查和编辑,验证。Nedelina Slavova:写作-审查和编辑,验证。埃里克·莫雷尔:写作——审查、编辑、验证。Franz Riederer:写作-审查和编辑,验证。托马斯·多布罗基:写作——审查、编辑、验证。皮克霍维亚克:概念化,写作-审查和编辑,验证。Ralph T. Schär:概念化,写作-审查和编辑,验证。Christoph J. Schankin:概念化,写作-审查和编辑,验证。作者声明无利益冲突。作者没有什么可报告的。
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引用次数: 0
Letter to the Editor: “Headache After Sealing of Cerebrospinal Fluid Leaks in Patients With Spontaneous Intracranial Hypotension” 致编辑的信:“自发性颅内低血压患者脑脊液漏封堵后头痛”
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-28 DOI: 10.1111/ene.70439
Yixin Fu, Jianghao Yu, Qingshan Deng

I recently read the article titled “Headache After Sealing of Cerebrospinal Fluid Leaks in Patients With Spontaneous Intracranial Hypotension” published in European Journal of Neurology [1]. I commend the authors for their important work in investigating the long-term outcomes of patients with persistent headache following the sealing of cerebrospinal fluid (CSF) leaks.

However, I would like to suggest a few considerations that could strengthen the study's findings. The study mentions the correlation between various clinical features and persistent headaches, but does not perform a more detailed regression analysis to better control for potential confounding factors [2]. A more robust statistical analysis could help identify the most significant predictors of persistent headaches and improve the interpretability of the results.

Additionally, the article highlights the occurrence of recurrent or new CSF leaks in some patients, which suggests a possible risk of missed diagnoses or recurrence. A comparison of the characteristics of these patients with those who did not experience recurrence could help identify potential risk factors for such leaks [3].

Lastly, as this is an observational study without a control group or randomization, the findings may be influenced by selection bias. The absence of a control group makes it challenging to attribute changes in headache outcomes directly to the sealing treatment, as other factors such as treatment delays or coexisting conditions may also play a role [4].

In conclusion, while the study provides valuable insights, addressing these statistical aspects in future research could enhance the understanding of persistent headaches in SIH patients and guide clinical practice more effectively.

Yixin Fu: conceptualization, writing – original draft. Jianghao Yu: conducted a literature review and reference validation. Qingshan Deng: supervised the commentary, finalized recommendations and manuscript as corresponding author.

The authors declare no conflicts of interest.

This article is linked to Scutelnic et al. papers. To view this article, visit https://doi.org/10.1111/ene.70431 and Nizami and Irshad papers. To view this article, visit https://doi.org/10.1111/ene.70436.

The authors have nothing to report.

我最近在《欧洲神经病学杂志》上读到一篇题为《自发性颅内低血压患者脑脊液渗漏封堵后头痛》的文章。我赞扬作者在调查脑脊液(CSF)泄漏封堵后持续性头痛患者的长期预后方面所做的重要工作。然而,我想提出一些可以加强研究结果的考虑因素。该研究提到了各种临床特征与持续性头痛之间的相关性,但没有进行更详细的回归分析,以更好地控制潜在的混杂因素[2]。更可靠的统计分析可以帮助确定持续性头痛的最重要的预测因素,并提高结果的可解释性。此外,文章强调在一些患者中发生复发或新的脑脊液泄漏,这表明可能存在漏诊或复发的风险。将这些患者的特征与未复发患者的特征进行比较有助于确定此类泄漏的潜在危险因素。最后,由于这是一项观察性研究,没有对照组或随机化,研究结果可能受到选择偏差的影响。由于缺乏对照组,很难将头痛结果的变化直接归因于密封治疗,因为治疗延误或共存条件等其他因素也可能起作用[10]。总之,虽然本研究提供了有价值的见解,但在未来的研究中解决这些统计方面的问题可以增强对SIH患者持续性头痛的理解,并更有效地指导临床实践。傅艺昕:构思、写作——原稿。余江浩:进行文献回顾和文献验证。邓青山:作为通讯作者监督评注、定稿建议和稿件。作者声明无利益冲突。本文链接到Scutelnic等人的论文。要查看本文,请访问https://doi.org/10.1111/ene.70431和Nizami和Irshad论文。要查看本文,请访问https://doi.org/10.1111/ene.70436.The,作者没有什么可报告的。
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引用次数: 0
Machine Learning Analysis Applied to Prediction of Early Progression Independent of Relapse Activity in Multiple Sclerosis Patients 机器学习分析应用于预测多发性硬化症患者独立复发活动的早期进展
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-28 DOI: 10.1111/ene.70417
Valentina Poretto, Walter Endrizzi, Matteo Betti, Stefano Bovo, Angelo Bellinvia, Flavio Ragni, Caterina Lapucci, Monica Moroni, Sabrina Marangoni, Emilio Portaccio, Chiara Longo, Lorenzo Gios, Marco Chierici, Giuseppe Jurman, Bruno Giometto, Matilde Inglese, Venet Osmani, Manuela Marenco, Antonio Uccelli, Maria Pia Amato

Background

Predicting prognosis in people with multiple sclerosis (pwMS) at early disease stages still remains an unmet need. Machine learning (ML) strategies demonstrated good reliability when applied for prediction in medicine. This study aimed at developing a predictive algorithm comparing different ML approaches, by using routine demographic, clinical and radiological data from a large multicentric cohort of newly diagnosed pwMS.

Methods

Demographic, clinical, radiological and biochemical data were retrospectively collected at three Italian MS centers at baseline and four timepoints thereafter (6, 12, 24, and 36 months). Data from the first evaluation and subsequent 2-year follow-up were analyzed, comparing different ML models (Random Forest, Extra Trees, XGBoost, Logistic Regression and Support Vector Classifier) to predict progression independent of relapse activity (PIRA) at year 3. To understand how features impacted the selected model's output, a ML explainability analysis was performed on the whole cohort and on specific subsets of patients, those aged under 45 and those NEDA-3 at the 2-year follow-up.

Results

Data from 719 pwMS (age 34.6 ± 11.2 years); female sex 501 (70%) were analyzed. Ninety-two pwMS (13%) developed PIRA at year 3. Random Forest achieved the highest score, with a test set area under the ROC curve (AUC) of 0.75 ± 0.06. Features with the highest predictive impact were Expanded Disability Status Scale at 24 months, age at symptom onset and disease duration at baseline.

Conclusion

Our results showed the feasibility of applying ML techniques to predict short-term PIRA in newly diagnosed pwMS by using routine clinical practice data, paving the way for tailored and personalized approaches.

背景预测多发性硬化症(pwMS)患者在疾病早期的预后仍然是一个未满足的需求。机器学习(ML)策略在医学预测应用中表现出良好的可靠性。本研究旨在开发一种比较不同ML方法的预测算法,通过使用来自新诊断的pwMS的大型多中心队列的常规人口统计学,临床和放射学数据。方法回顾性收集3个意大利多发性硬化中心患者基线及基线后4个时间点(6、12、24和36个月)的人口学、临床、放射学和生化资料。对首次评估和随后2年随访的数据进行分析,比较不同的ML模型(随机森林、额外树、XGBoost、逻辑回归和支持向量分类器),以预测第3年独立于复发活动(PIRA)的进展。为了了解特征如何影响所选模型的输出,在2年随访期间,对整个队列和特定亚组患者(年龄在45岁以下的患者和NEDA-3患者)进行了ML可解释性分析。结果719例pwMS患者(年龄34.6±11.2岁);分析女性501例(70%)。92名pwMS(13%)在第3年发生PIRA。随机森林得分最高,ROC曲线下的测试集面积(AUC)为0.75±0.06。预测影响最大的特征是24个月时的扩展残疾状态量表、症状出现时的年龄和基线时的疾病持续时间。结论通过常规临床实践数据,应用ML技术预测新诊断pwMS的短期PIRA是可行的,为量身定制和个性化治疗铺平了道路。
{"title":"Machine Learning Analysis Applied to Prediction of Early Progression Independent of Relapse Activity in Multiple Sclerosis Patients","authors":"Valentina Poretto,&nbsp;Walter Endrizzi,&nbsp;Matteo Betti,&nbsp;Stefano Bovo,&nbsp;Angelo Bellinvia,&nbsp;Flavio Ragni,&nbsp;Caterina Lapucci,&nbsp;Monica Moroni,&nbsp;Sabrina Marangoni,&nbsp;Emilio Portaccio,&nbsp;Chiara Longo,&nbsp;Lorenzo Gios,&nbsp;Marco Chierici,&nbsp;Giuseppe Jurman,&nbsp;Bruno Giometto,&nbsp;Matilde Inglese,&nbsp;Venet Osmani,&nbsp;Manuela Marenco,&nbsp;Antonio Uccelli,&nbsp;Maria Pia Amato","doi":"10.1111/ene.70417","DOIUrl":"https://doi.org/10.1111/ene.70417","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Predicting prognosis in people with multiple sclerosis (pwMS) at early disease stages still remains an unmet need. Machine learning (ML) strategies demonstrated good reliability when applied for prediction in medicine. This study aimed at developing a predictive algorithm comparing different ML approaches, by using routine demographic, clinical and radiological data from a large multicentric cohort of newly diagnosed pwMS.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Demographic, clinical, radiological and biochemical data were retrospectively collected at three Italian MS centers at baseline and four timepoints thereafter (6, 12, 24, and 36 months). Data from the first evaluation and subsequent 2-year follow-up were analyzed, comparing different ML models (Random Forest, Extra Trees, XGBoost, Logistic Regression and Support Vector Classifier) to predict progression independent of relapse activity (PIRA) at year 3. To understand how features impacted the selected model's output, a ML explainability analysis was performed on the whole cohort and on specific subsets of patients, those aged under 45 and those NEDA-3 at the 2-year follow-up.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Data from 719 pwMS (age 34.6 ± 11.2 years); female sex 501 (70%) were analyzed. Ninety-two pwMS (13%) developed PIRA at year 3. Random Forest achieved the highest score, with a test set area under the ROC curve (AUC) of 0.75 ± 0.06. Features with the highest predictive impact were Expanded Disability Status Scale at 24 months, age at symptom onset and disease duration at baseline.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>Our results showed the feasibility of applying ML techniques to predict short-term PIRA in newly diagnosed pwMS by using routine clinical practice data, paving the way for tailored and personalized approaches.</p>\u0000 </section>\u0000 </div>","PeriodicalId":11954,"journal":{"name":"European Journal of Neurology","volume":"32 12","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ene.70417","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145618872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Letter to the Editor: Headache After Sealing of Cerebrospinal Fluid Leaks in Patients With Spontaneous Intracranial Hypotension 致编辑的信:自发性颅内低血压患者脑脊液漏封堵后头痛
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-28 DOI: 10.1111/ene.70436
Hafiza Aimal Nizami, Noor un nisa Irshad
<p>The recent study by Scutelnic et al. [<span>1</span>] evaluating headaches following CSF leak repair in patients with Spontaneous Intracranial Hypotension (SIH) provides valuable insights; however, several key factors appear to have been overlooked and merit discussion.</p><p>First of all, the study's operational definition of successful leak sealing is based exclusively on imaging resolution, without incorporating CSF pressure measurement (lumbar puncture or manometry). This omission is critical because post-procedural rebound intracranial hypertension is recognized complication after SIH treatment [<span>2</span>]. According to ICHD-3, headache attributed to raised CSF pressure requires objective evidence of elevated CSF pressure [<span>3</span>]. Without such measurements, anatomical sealing may be mistaken for functional recovery, as rebound intracranial hypertension and other CSF pressure dysregulations occur in a notable proportion of treated patients [<span>2</span>].</p><p>The lack of a control group in this study fundamentally compromises its conclusions. Post-repair persistent headache was not compared to untreated SIH patients or individuals with primary headache disorders such as migraine, making it difficult to determine its origin. This omission is critical, as many of the reported new phenotype headaches may in fact represent unrelated primary disorders rather than sequelae of SIH [<span>4</span>]. Without having an appropriate control group, it is impossible to determine whether post-repair headache arises from the natural course of CSF pressure dysregulation, incomplete leak closure, or unrelated primary headache syndromes.</p><p>The study did not evaluate psychological comorbidities, behavioral drivers, and quality of life (QoL) impacts. Despite documenting that 36% of refractory patients had pre-existing primary headache, the authors didn't assess depression and anxiety (a known factor amplifying pain perception), sleep disturbances (an established barrier to recovery), and QoL burden, for example, via HIT-6 or MIDAS scores. Future studies should incorporate HADS (Hospital Anxiety/Depression Scale), Pain Catastrophizing Scale, and HEADWORK (headache-specific productivity tool) to better integrate psychological and functional assessment.</p><p>Despite meticulously documenting leak locations and types, the study did not consider CSF flow dynamics (high-flow vs. low-flow), which are increasingly recognized as influencing treatment strategy [<span>5</span>]. For instance, CSF-venous fistulas often require embolization or ligation, while dural tears may respond to epidural blood patches. Consequently, uniform protocols were applied, and patients received blood patches or surgery regardless of flow, without correlating leak type, size, and location with outcomes.</p><p>Another gap is the lack of systemic evaluation of central pain sensitization, such as cutaneous allodynia or other validated markers. Chronic SIH may induce permane
Scutelnic等人最近的研究评估自发性颅内低血压(SIH)患者脑脊液泄漏修复后的头痛,提供了有价值的见解;然而,有几个关键因素似乎被忽视了,值得讨论。首先,该研究对成功封堵泄漏的操作定义完全基于成像分辨率,而没有纳入脑脊液压力测量(腰椎穿刺或测压)。这一遗漏是至关重要的,因为术后反弹性颅内高压是SIH治疗后公认的并发症。根据ICHD-3,脑脊液压力升高引起的头痛需要有脑脊液压力升高的客观证据。如果没有这样的测量,解剖封闭可能会被误认为是功能恢复,因为在接受治疗的患者中,有相当比例的患者会出现反弹性颅内高压和其他脑脊液压力失调。这项研究缺乏对照组,从根本上损害了其结论。修复后持续性头痛未与未治疗的SIH患者或原发性头痛疾病(如偏头痛)患者进行比较,因此难以确定其起源。这一遗漏是至关重要的,因为许多报道的新表型头痛实际上可能代表不相关的原发性疾病,而不是SIH bbb的后遗症。如果没有合适的对照组,就不可能确定修复后头痛是由脑脊液压力失调、泄漏不完全关闭或不相关的原发性头痛综合征的自然过程引起的。该研究没有评估心理合并症、行为驱动因素和生活质量(QoL)影响。尽管记录了36%的难治性患者先前存在原发性头痛,但作者并没有通过HIT-6或MIDAS评分来评估抑郁和焦虑(一个已知的放大疼痛感知的因素),睡眠障碍(一个确定的恢复障碍)和生活质量负担。未来的研究应纳入hds(医院焦虑/抑郁量表)、疼痛灾难化量表和HEADWORK(头痛特定生产力工具),以更好地整合心理和功能评估。尽管仔细记录了泄漏的位置和类型,但该研究没有考虑脑脊液的流动动力学(高流量与低流量),这越来越被认为是影响治疗策略的因素。例如,csf静脉瘘通常需要栓塞或结扎,而硬膜撕裂可能对硬膜外血液贴片有反应。因此,采用统一的方案,患者接受血液贴片或手术,而不考虑流量,而不考虑泄漏类型、大小和位置与结果的关系。另一个空白是缺乏对中枢性疼痛致敏的系统评估,如皮肤异常性痛或其他经过验证的标志物。慢性SIH可引起永久性疼痛通路改变。在不评估这些机制的情况下,该研究无法确定持续性头痛是由于持续的脑脊液病理还是继发性致敏。我们赞扬作者的贡献,但在未来的研究中纳入这些被忽视的因素对于阐明脑脊液泄漏修复后头痛的机制以及确保研究结果具有临床意义和科学可靠性至关重要。构思和写作-原稿准备:Hafiza animal Nizami。审编:Noor un nisa Irshad和Hafiza animal Nizami。所有作者都审阅了手稿的最终版本。作者没有什么可报告的。作者没有什么可报告的。作者声明无利益冲突。作者没有什么可报告的。
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引用次数: 0
The Sleep Puzzle: Linking Glymphatic Function to Cognitive Decline 睡眠之谜:将淋巴功能与认知能力下降联系起来
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-26 DOI: 10.1111/ene.70451
Matti Einari Ahlström, Aleksi Johannes Sihvonen
<p>It has been almost 200 years since the first medical description of cerebral small vessel disease (cSVD). Beginning in the 1830s, several French physicians, most notably Maxime Durand-Fardel and Pierre Marie, reported distinct clinicopathological observations of patients with cognitive decline, gait disturbances and stroke episodes. Marie, appearing almost prescient, associated his patients' clinical symptoms with what would later become the radiological hallmarks of cSVD—lacunar infarcts, enlarged perivascular spaces, white matter tissue abnormalities and atrophy, as well as intracerebral haemorrhaging [<span>1</span>].</p><p>Despite this rich history, cSVD remains a global health concern and a major cause of cognitive impairment, with recent ESO guidelines highlighting the scarcity and generally low-quality evidence to support existing therapeutic interventions [<span>2</span>]. Additionally, the pathophysiology of cSVD has remained elusive, with earlier models of chronic hypertensive hypoperfusion-induced ischemia appearing too rigid to account for the apparent heterogeneity among cSVD patients. Neurovascular unit dysfunction, blood–brain barrier leakage, inflammation and oligodendrocyte dysfunction have all been implicated in the cellular-level pathogenesis of cSVD [<span>1</span>].</p><p>The discovery of the glymphatic system in 2012 introduced a striking new viewpoint to the debate on brain health. A fluid and waste clearance system in the brain that had previously been completely hidden from pathologists, radiologists and clinicians alike? The notion seemed as preposterous as it was exciting. The glymphatic system has been proposed to permeate the brain parenchyma utilising perivascular spaces and has been speculated to be defective in a variety of neurological disorders [<span>3</span>].</p><p>As the glymphatic pathways appear to be most active during deep sleep, there has been renewed interest in assessing sleep quality not only as an indicator of subjective well-being, but as a predictor of later neurodegeneration [<span>4</span>]. This seems especially pertinent with cSVD, as the major anatomical features involved in the glymphatic system are also areas of impairment in cSVD. It has indeed recently been proposed that glymphatic dysfunction and sleep disturbances can be contributing factors in the pathology of cSVD [<span>3</span>].</p><p>While most of our data on the glymphatic system comes from rodent models, waste removal certainly seems like an obvious and important element of maintaining health through senescence in the mammalian brain. Could a lack of deep, cleansing sleep be the missing link to explain why some patients with similar risk factors develop neurodegenerative disorders like Alzheimer's disease, while others don't? It has already been demonstrated that a single night of sleep deprivation impedes molecular clearance in the human brain, with the contrast marker used interpreted by the authors as a surrogate for amyloi
自首次对脑血管病(cSVD)进行医学描述以来,已有近200年的历史。从19世纪30年代开始,几位法国医生,最著名的是马克西姆·杜兰德-法德尔和皮埃尔·玛丽,报告了对认知能力下降、步态障碍和中风发作的患者的独特临床病理观察。玛丽几乎是有先见之明的,他将病人的临床症状与后来的csvd的影像学特征联系起来——腔隙性梗死、血管周围空间增大、白质组织异常和萎缩,以及脑出血。尽管有着悠久的历史,cSVD仍然是一个全球性的健康问题和认知障碍的主要原因,最近的ESO指南强调了支持现有治疗干预措施的缺乏和普遍低质量的证据[10]。此外,cSVD的病理生理机制仍然难以捉摸,早期的慢性高血压低灌注诱导缺血模型似乎过于僵化,无法解释cSVD患者之间的明显异质性。神经血管单元功能障碍、血脑屏障渗漏、炎症和少突胶质细胞功能障碍都与cSVD[1]的细胞水平发病有关。2012年,淋巴系统的发现为关于大脑健康的争论引入了一个引人注目的新观点。以前病理学家、放射科医生和临床医生完全不知道的大脑中的液体和废物清除系统?这个想法既令人兴奋,又显得荒谬可笑。淋巴系统已被提出利用血管周围间隙渗透脑实质,并被推测在各种神经系统疾病[3]中存在缺陷。由于类淋巴通路在深度睡眠时最为活跃,人们对评估睡眠质量重新产生了兴趣,不仅将其作为主观幸福感的指标,还将其作为日后神经退行性变的预测指标。这似乎与cSVD特别相关,因为涉及淋巴系统的主要解剖特征也是cSVD的损伤区域。最近确实有人提出,淋巴功能障碍和睡眠障碍可能是cSVD bbb病理的促成因素。虽然我们关于淋巴系统的大部分数据来自啮齿动物模型,但废物清除似乎是哺乳动物大脑中通过衰老保持健康的一个明显而重要的因素。缺乏深度、清洁的睡眠,会不会是解释为什么一些具有类似风险因素的患者会患上阿尔茨海默病等神经退行性疾病,而另一些人却不会的缺失环节?研究已经证明,一个晚上的睡眠剥夺会阻碍人类大脑中的分子清除,作者将对比标记物解释为淀粉样蛋白- β和tau[5]的替代品。事实很可能没有那么简单。虽然类淋巴系统的动物模型已经有了很好的记录,但由于缺乏非侵入性成像技术,对人类的研究受到限制(毕竟,不是每个研究对象都可以被要求接受反复的鞘内注射)。最近,沿着血管周围空间的扩散张量图像分析(DTI-ALPS)被引入,作为一种评估水分子在血管周围空间运动的方法。虽然DTI-ALPS并不是描述动态(和明显的昼夜节律)淋巴系统的完美成像技术,但它可以为我们提供人脑血管周围液体流动的快照。在本月的《欧洲神经病学杂志》(European Journal of Neurology)上,Zhou等人发表了一项研究,将DTI-ALPS评估的淋巴功能障碍与主观睡眠质量差和认知障碍联系起来。有趣的是,睡眠质量差的高危cSVD受试者认知功能障碍的风险更大,在7年的随访期间,基线DTI-ALPS和cSVD负担与纵向认知能力下降显著相关,这是由迷你精神状态检查(MMSE)得分下降所反映的。这似乎印证了这样一种观点,即睡眠质量差可能是心血管疾病发展到更有症状阶段的一个主要风险因素,甚至可能是一个促成因素。然而,关于淋巴功能障碍的讨论并非没有争议。一些人甚至质疑人类大脑中是否存在淋巴系统,至少在皮层下是否存在。DTI-ALPS尤其受到批评,因为它可能过度强调皮层下累及血管周围脑脊液的流动,并在各种断开性神经病变中引入对阳性结果的偏倚。此外,如上所述,DTI-ALPS仅提供了对动态系统的静态一瞥。尽管如此,DTI-ALPS方法可能存在的缺点已经通过使用改进的[9]刻度对成像技术进行微调来解决。 本文中也使用了这一修改后的量表,其中DTI-ALPS结果的准确性使用修改后的DTI-ALPS指数(mDTI-ALPS)进行了再现,结果保持不变(作者在附录S1中提供了这一信息);[7]。鉴于我们还没有找到一种适合淋巴系统的成像技术,即使在它被发现的十多年后,简单地等待成像技术的发展不是更明智吗?也许。然而,科学方法的基本原则是追求可重复获得的新信息。DTI-ALPS已经证明自己是可复制的,目前似乎是一个重要的,非侵入性的工具,我们可以用来描述一个非常复杂的系统,我们才刚刚开始了解。此外,值得注意的是,DTI-ALPS只是我们可以使用的一种工具,其他工具正在同步开发中。我们到处都能看到一个谜题的碎片,其中一些表明了我们大脑的一种生理现象,这种现象迄今为止一直隐藏在我们脑实质的深层神经胶质淋巴结构中。还有一些谜题描述了几个世纪以来的SVD、阿尔茨海默病、帕金森病和无数其他疾病的病理状况。也许,过一段时间后,我们可以退后一步,看看我们正在构建的谜题。很有可能,放射科医生、生理学家、解剖学家和临床医生一直在研究同一个谜题。也许我们的部分将会匹配,整个谜题将描述与睡眠相关的神经退行性病理的统一观点。毕竟,我们是造梦的材料,我们的小生命是被睡眠包围的。Matti Einari Ahlström:概念化,写作-原稿,写作-审查和编辑。Aleksi Johannes Sihvonen:写作-评论和编辑。作者声明无利益冲突。作者没有什么可报告的。
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引用次数: 0
Clinical and Laboratory Predictors of Poor Neurological Outcomes Following Infectious Encephalitis: Systematic Review and Meta-Analysis 感染性脑炎后不良神经预后的临床和实验室预测因素:系统回顾和荟萃分析
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-26 DOI: 10.1111/ene.70445
Thomas Johnson, Mia Venables, Babak Soleimani, Laurissa Havins, Annapoorna Kannan, Gregory Holt, Jonathan Cleaver, Adam E. Handel, Ava Easton, Defne Saatci, Lahiru Handunnetthi

Background and Objectives

Infectious encephalitis is a serious global health problem linked to high rates of mortality and morbidity. However, clinical and laboratory factors that impact neurological outcomes following infectious encephalitis remain poorly understood. Accordingly, we undertook a systematic review and meta-analysis of clinical and laboratory factors influencing neurological outcomes following infectious encephalitis.

Methods

We searched MEDLINE and EMBASE from inception to 25th September 2023 for observational studies that reported on neurological outcomes at discharge or at ≥ 6 months. We assessed the prognostic value of a priori selected clinical and laboratory-based features by estimating pooled risk ratios (RRs) through a random-effects meta-analysis. The I2 statistic was used to assess heterogeneity. This study is registered with PROSPERO (CRD42023485045).

Results

There were several key findings. First, immunocompromised status, status epilepticus, and Glasgow coma scale of < 8 during initial admission were significantly associated with poor neurological outcomes both at discharge and ≥ 6 months after infectious encephalitis onset. Second, CSF leucocytosis [RR: 0.83 95% CI: 0.69–0.98, p = 0.03, n = 5, I2 = 0%] conferred better neurological outcomes while elevated CSF protein [RR: 1.25 95% CI: 1.07–1.46, p = 0.006, n = 7, I2 = 0%] was linked to worse neurological outcomes at discharge. Third, there was no significant association between adjunct steroid therapy and neurological outcomes at discharge and ≥ 6 months.

Discussion

This is the first systematic review and meta-analysis to investigate prognostic factors linked to neurological outcomes following infectious encephalitis. The results highlight the prognostic value of a range of easily accessible clinical and laboratory parameters.

背景和目的传染性脑炎是一个严重的全球健康问题,与高死亡率和高发病率有关。然而,影响感染性脑炎后神经预后的临床和实验室因素仍然知之甚少。因此,我们对感染性脑炎后影响神经预后的临床和实验室因素进行了系统回顾和荟萃分析。方法:我们检索MEDLINE和EMBASE从启动到2023年9月25日的观察性研究,报告出院时或≥6个月的神经预后。我们通过随机效应荟萃分析估计合并风险比(rr),评估了先验选择的临床和实验室基础特征的预后价值。I2统计量用于评估异质性。本研究已在普洛斯彼罗注册(CRD42023485045)。结果有几个关键的发现。首先,初次入院时的免疫功能低下状态、癫痫持续状态和格拉斯哥昏迷评分为<; 8与出院时和感染性脑炎发病后≥6个月的不良神经预后显著相关。其次,脑脊液白细胞增多[RR: 0.83 95% CI: 0.69-0.98, p = 0.03, n = 5, I2 = 0%]与较好的神经预后相关,而脑脊液蛋白升高[RR: 1.25 95% CI: 1.07-1.46, p = 0.006, n = 7, I2 = 0%]与出院时较差的神经预后相关。第三,在出院和≥6个月时,辅助类固醇治疗与神经系统预后之间没有显著关联。这是研究传染性脑炎后神经预后相关因素的第一个系统综述和荟萃分析。结果强调了一系列易于获得的临床和实验室参数的预后价值。
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引用次数: 0
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European Journal of Neurology
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