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Domain Specific Placebo Response in the Modified Friedreich's Ataxia Rating Scale. 改良弗里德赖希共济失调评定量表的领域特异性安慰剂反应。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-26 DOI: 10.1002/acn3.70239
Christian Rummey, Jennifer M Farmer, David R Lynch

The placebo response in clinical trials in ataxias complicates outcome interpretation and potentially obscures genuine treatment effects. We analyzed placebo group data from past trials in Friedreich Ataxia and observed notable responses in appendicular items, in contrast to minimal changes in axial function, as measured by respective subscores of the modified Friedreich Ataxia Rating Scale (mFARS). The effect increased with the number of consecutive tests, shorter testing intervals, and older group ages. This has implications for trial design and endpoint selection, thus strengthening the utility of the Upright Stability Score (USS), a sub-score of mFARS, as an independent measure.

在共济失调的临床试验中,安慰剂反应使结果解释复杂化,并可能模糊真正的治疗效果。我们分析了过去弗里德赖希共济失调试验中安慰剂组的数据,观察到阑尾项目的显著反应,与轴功能的微小变化相反,通过修改的弗里德赖希共济失调评定量表(mFARS)的各自亚分来测量。这种效果随着连续测试的次数、测试间隔的缩短和年龄的增加而增加。这对试验设计和终点选择有影响,从而加强了直立稳定性评分(USS)作为独立测量指标的效用,该评分是mFARS的一个子评分。
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引用次数: 0
Reduced Muscular Carnosine in Proximal Myotonic Myopathy-A Pilot 1H-MRS Study. 近端强直性肌病肌肽减少- 1H-MRS先导研究。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-25 DOI: 10.1002/acn3.70263
Alexander Gussew, Maryam Kargaran, Maik Rothe, Andreas Deistung, Dietrich Stoevesandt, Walter A Wohlgemuth, David Strube, Thomas Kendzierski, Anna Katharina Kölsch, Maurits Gerhard Abraham Heuschen, Markus Otto, Alexander Mensch

Objective: Myotonic dystrophy type 2 (proximal myotonic myopathy, PROMM) is a progressive multisystem disorder with muscular symptoms (proximal weakness, pain, myotonia) and systemic manifestations such as diabetes mellitus, cataracts, and cardiac arrhythmias. A hallmark feature is the selective degeneration of type-II fibers, likely driven by chronic myotonia and sustained metabolic stress. In this study, proton magnetic resonance spectroscopy (1H-MRS) was applied to assess intramuscular carnosine as a potential noninvasive marker of type-II fiber integrity, alongside extramyocellular lipids (EMCL) and intracellular pH. We hypothesized that carnosine would be reduced in PROMM as a consequence of type-II fiber loss.

Methods: Seventy participants (27 genetically confirmed PROMM patients, 43 healthy volunteers) underwent localized 1H-MRS of the quadriceps muscle at 3 T using a short-TE PRESS sequence. To ensure reliable carnosine quantification, spectra with voxel fat fraction ≥ 40% were excluded, yielding a final cohort of 19 patients and 19 matched healthy volunteers. Metabolites were quantified relative to total creatine, and exploratory correlations were assessed.

Results: PROMM patients showed significantly reduced carnosine compared with healthy volunteers (-50%, 0.05 ± 0.03 vs. 0.10 ± 0.05; p = 0.0022) and markedly elevated EMCL (threefold, 150.6 ± 80.5 vs. 48.6 ± 38.4; p = 0.0007). Intracellular pH did not differ between groups. Exploratory analysis revealed a negative correlation between carnosine and EMCL (r = -0.50, p = 0.03).

Interpretation: This pilot study demonstrates that 1H-MRS can detect reduced intramuscular carnosine in PROMM, consistent with selective type-II-fiber loss. Carnosine thus emerges as a potential in vivo biomarker of fiber-type-specific degeneration. Validation in larger, longitudinal cohorts is warranted to establish its clinical and translational relevance.

目的:2型肌强直性营养不良(近端肌强直性肌病,PROMM)是一种进行性多系统疾病,伴有肌肉症状(近端无力、疼痛、肌强直)和全身性表现,如糖尿病、白内障和心律失常。一个显著的特征是ii型纤维的选择性变性,可能是由慢性肌强直和持续的代谢应激引起的。在这项研究中,质子磁共振波谱(1H-MRS)被应用于评估肌内肌肽作为ii型纤维完整性的潜在无创标志物,以及细胞外脂质(EMCL)和细胞内ph。我们假设肌肽在PROMM中会因ii型纤维损失而减少。方法:70名参与者(27名基因确诊的PROMM患者,43名健康志愿者)在3t时使用短te PRESS序列对股四头肌进行局部1H-MRS。为了确保可靠的肌肽定量,排除体素脂肪分数≥40%的光谱,最终产生19名患者和19名匹配的健康志愿者。对代谢产物与总肌酸进行量化,并评估探索性相关性。结果:与健康志愿者相比,PROMM患者肌肽显著降低(-50%,0.05±0.03比0.10±0.05,p = 0.0022), EMCL显著升高(3倍,150.6±80.5比48.6±38.4,p = 0.0007)。各组间细胞内pH值无差异。探索性分析显示肌肽与EMCL呈负相关(r = -0.50, p = 0.03)。解释:这项初步研究表明,1H-MRS可以检测到PROMM肌内肌肽减少,与选择性ii型纤维损失一致。肌肽因此成为纤维类型特异性变性的潜在体内生物标志物。在更大的纵向队列中验证是必要的,以确定其临床和翻译相关性。
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引用次数: 0
Post-COVID Fatigue Is Associated With Reduced Cortical Thickness After Hospitalization. covid后疲劳与住院后皮质厚度减少有关。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-25 DOI: 10.1002/acn3.70260
Tim J Hartung, Florentin Steigerwald, Amy Romanello, Cathrin Kodde, Matthias Endres, Sandra Frank, Peter Heuschmann, Philipp Koehler, Stephan Krohn, Daniel Pape, Jens Schaller, Sophia Stöcklein, Istvan Vadasz, Janne Vehreschild, Martin Witzenrath, Thomas Zoller, Carsten Finke

Objective: Neuropsychiatric symptoms are among the most prevalent sequelae of COVID-19, particularly among hospitalized patients. Recent research has identified volumetric brain changes associated with COVID-19. However, it currently remains poorly understood how brain changes relate to post-COVID fatigue and cognitive deficits. We, therefore, aimed to assess structural brain changes after hospitalization for COVID-19 and their associations with cognitive performance and fatigue.

Methods: We analyzed data from n = 57 patients previously hospitalized for COVID-19 (63% male, mean age 52 years) from the prospective, multicentric high-resolution platform of the German National Pandemic Cohort Network (NAPKON-HAP) and n = 57 matched healthy control participants (HC). We assessed cortical thickness and subcortical volumes in high-resolution T1-weighted MRI and their associations with cognitive performance (Montreal Cognitive Assessment) and fatigue (Fatigue Severity Scale).

Results: Patients exhibited statistically significant reductions of cortical thickness in parahippocampal gyri and the temporal lobe (all p[FDR-corrected] < 0.05) as well as reduced hippocampal volumes compared to HC (left, Cohen's d [95% CI] = 0.50 [0.12-0.8]; right d = 0.43 [0.05-0.80]). Higher acute COVID-19 severity was associated with reduced cortical thickness, particularly in the olfactory system. Furthermore, reduced cortical thickness of the temporal poles and the anterior and posterior cingulate gyrus was associated with more severe post-acute fatigue.

Interpretation: Our results identify long-lasting macrostructural brain changes after moderate to severe COVID-19 that correlate with acute disease severity and long-term fatigue. Early identification and targeted interventions for patients at risk of persistent brain changes are needed.

Trial registration: NAPKON-HAP is registered at clinicaltrials.gov (NCT04747366).

目的:神经精神症状是COVID-19最常见的后遗症之一,特别是在住院患者中。最近的研究已经确定了与COVID-19相关的脑容量变化。然而,目前人们对大脑变化与covid后疲劳和认知缺陷之间的关系知之甚少。因此,我们旨在评估因COVID-19住院后的大脑结构变化及其与认知表现和疲劳的关系。方法:我们分析了来自德国国家大流行队列网络(NAPKON-HAP)前瞻性多中心高分辨率平台的n = 57例既往因COVID-19住院的患者(63%男性,平均年龄52岁)和n = 57例匹配的健康对照参与者(HC)的数据。我们通过高分辨率t1加权MRI评估皮质厚度和皮质下体积及其与认知表现(蒙特利尔认知评估)和疲劳(疲劳严重程度量表)的关系。结果:患者海马旁回和颞叶皮层厚度在统计学上显着减少(所有p[fdr校正])解释:我们的研究结果确定了中重度COVID-19后长期的大脑宏观结构变化,这些变化与急性疾病严重程度和长期疲劳相关。需要对有持续性脑改变风险的患者进行早期识别和有针对性的干预。试验注册:NAPKON-HAP在clinicaltrials.gov上注册(NCT04747366)。
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引用次数: 0
Will Memantine Exacerbate Seizures in People With Epilepsy? A Prospective Cohort Study. 美金刚会加重癫痫患者的癫痫发作吗?前瞻性队列研究。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-25 DOI: 10.1002/acn3.70262
Peiyu Wang, Lu Lu, Hui Gao, Qi Zhang, Jing Xiao, Josemir W Sander, Weixi Xiong, Dong Zhou

Objective: To evaluate whether add-on memantine would exacerbate seizures in people with epilepsy.

Methods: This was a prospective cohort study. People with epilepsy diagnosed with cognitive impairment were consecutively invited. Those who agreed were followed up for at least 24 weeks. Participants were required to be adherent to their antiseizure medication regimens, which had remained unchanged for at least 24 weeks before recruitment. Participants were prescribed memantine and categorized according to their treatment decisions (memantine group vs. non-memantine group). Primary outcome measures were the occurrence of new-onset bilateral tonic-clonic seizure, new-onset status epilepticus, and increased seizure frequency (≥ 25%). The incidence of other adverse events (AEs) and 24-week retention rate were secondary outcome measures.

Results: Two hundred and eleven participants were enrolled (median age, 63; male, 65%). Among them, one hundred and one (48%) started memantine. Baseline seizure characteristics were comparable between the two groups. During follow-up, no new-onset bilateral tonic-clonic seizure was recorded; there was one status epilepticus in the non-memantine group. Increased seizure frequency was reported by 12 (6%) participants (memantine vs. non-memantine, seven vs. five). Other AEs in the memantine group included headache (7%), dizziness (5%), fatigue (4%), drowsiness (2%), and anorexia (2%). The 24-week retention rate was 91%.

Interpretation: Adjunctive memantine was well tolerated in people with epilepsy regarding seizure control and other AEs. Previous warnings might have been disproportionate. Large-scale, randomized trials are required to confirm this and further elucidate its efficacy profiles in epilepsy.

目的:评价附加美金刚是否会加重癫痫患者的癫痫发作。方法:这是一项前瞻性队列研究。被诊断为认知障碍的癫痫患者被连续邀请。那些同意的人被随访了至少24周。参与者被要求坚持他们的抗癫痫药物治疗方案,这些方案在招募前至少24周保持不变。参与者被开了美金刚,并根据他们的治疗决定进行分类(美金刚组与非美金刚组)。主要结局指标为新发双侧强直-阵挛性发作的发生率、新发癫痫持续状态和癫痫发作频率增加(≥25%)。其他不良事件发生率(ae)和24周滞留率是次要指标。结果:211名参与者入组(中位年龄63岁,男性占65%)。其中101人(48%)开始使用美金刚胺。两组之间的基线癫痫发作特征具有可比性。随访期间,无新发双侧强直阵挛性发作记录;非美金刚组有一例癫痫持续状态。12名(6%)参与者报告癫痫发作频率增加(美金刚vs非美金刚,7 vs 5)。美金刚组的其他不良反应包括头痛(7%)、头晕(5%)、疲劳(4%)、嗜睡(2%)和厌食症(2%)。24周保留率为91%。解释:辅助美金刚在癫痫患者的癫痫发作控制和其他不良事件方面耐受性良好。之前的警告可能是不相称的。需要大规模的随机试验来证实这一点,并进一步阐明其对癫痫的疗效。
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引用次数: 0
Nationwide Survey of Atopic Myelitis and Plexin D1-Immunoglobulin G-Related Pain. 全国特应性脊髓炎和丛蛋白d1 -免疫球蛋白g相关性疼痛调查。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-24 DOI: 10.1002/acn3.70232
Jun-Ichi Kira, Xu Zhang, Takayuki Fujii, Mikio Mitsuishi, Miho Ushijima, Sato Yoshidomi, Ayako Sakoda, Tomohiro Imamura, Satoshi Kuwabara, Noriko Isobe, Yuri Nakamura

Objective: To elucidate the features of plexin D1-immunoglobulin (Ig)G-associated neuropathic pain and its relationship to atopic myelitis (AM) in a nationwide Japanese survey.

Methods: A preliminary survey questionnaire was sent to 1574 selected departments (neurology and pediatrics/pediatric neurology) to explore the numbers of AM and plexin D1-IgG-positive patients between 2018 and 2022. A secondary survey collected detailed patient data via a questionnaire.

Results: In the preliminary survey, 987 (62.7%) institutions responded, reporting 87 AM patients (49 women) and 11 plexin D1-IgG-positive non-AM patients (8 women). The secondary survey collected 71 AM (plexin D1-IgG-positive: 6/31) and 11 plexin D1-IgG-positive non-AM patients (83.7% recovery rate). In AM, paresthesia/dysesthesia was most frequently experienced (> 90%), followed by pain (> 70%). The underlying diseases in 17 plexin D1-IgG-positive patients, all of whom had neuropathic pain, were AM and small fiber neuropathy in 6 each, neuromyelitis optica spectrum disorder with aquaporin-4-IgG in 2, and painful trigeminal neuropathy, erythromelalgia, and multiple sclerosis in 1 each. When 14 plexin D1-IgG-positive patients (excluding 3 patients with established demyelinating diseases) were compared with 25 plexin D1-IgG-negative AM patients, onset ≥ 50 years old, pain at onset, and allodynia/erythromelalgia/facial pain during the entire disease course were significantly more common in the plexin D1-IgG-positive group. Conversely, atopic disorders and hyperIgEemia were associated with plexin D1-IgG-negative AM but not plexin D1-IgG-positive patients.

Interpretation: Both AM and plexin D1-IgG-positive patients present long-standing neuropathic pain, whereas plexin D1-IgG is particularly associated with aged-onset neuropathic pain, allodynia, erythromelalgia, and facial pain, but not atopy.

目的:在日本全国调查中阐明丛蛋白d1免疫球蛋白(Ig) g相关神经性疼痛的特征及其与特应性脊髓炎(AM)的关系。方法:对1574个选定科室(神经内科和儿科/小儿神经内科)进行初步调查问卷,了解2018 - 2022年AM和丛蛋白d1 - igg阳性患者的数量。第二次调查通过问卷收集了详细的患者数据。结果:在初步调查中,987家(62.7%)机构回应,报告AM患者87例(女性49例),非AM患者11例(女性8例)。二次调查AM 71例(丛蛋白d1 - igg阳性:6/31),非AM 11例(丛蛋白d1 - igg阳性,复发率83.7%)。在AM中,最常见的是感觉异常/感觉不良(> 90%),其次是疼痛(> 70%)。17例丛蛋白d1 - igg阳性患者均有神经性疼痛,其中AM及小纤维神经病6例,视神经脊髓炎伴水通道蛋白-4- igg障碍2例,疼痛性三神经病变、红斑性肢痛、多发性硬化症1例。与25例丛蛋白d1 - igg阴性AM患者相比,14例丛蛋白d1 - igg阳性患者(不包括3例已确定脱髓鞘疾病的患者)发病年龄≥50岁,发病时疼痛,整个病程中的异常性痛/红斑性肢痛/面部疼痛在丛蛋白d1 - igg阳性组中更为常见。相反,特应性疾病和高血红素血症与丛蛋白d1 - igg阴性AM相关,而与丛蛋白d1 - igg阳性患者无关。解释:AM和丛蛋白D1-IgG阳性患者均表现为长期的神经性疼痛,而丛蛋白D1-IgG与老年性神经性疼痛、异常性疼痛、红斑性肢痛和面部疼痛特别相关,但与特应性无关。
{"title":"Nationwide Survey of Atopic Myelitis and Plexin D1-Immunoglobulin G-Related Pain.","authors":"Jun-Ichi Kira, Xu Zhang, Takayuki Fujii, Mikio Mitsuishi, Miho Ushijima, Sato Yoshidomi, Ayako Sakoda, Tomohiro Imamura, Satoshi Kuwabara, Noriko Isobe, Yuri Nakamura","doi":"10.1002/acn3.70232","DOIUrl":"https://doi.org/10.1002/acn3.70232","url":null,"abstract":"<p><strong>Objective: </strong>To elucidate the features of plexin D1-immunoglobulin (Ig)G-associated neuropathic pain and its relationship to atopic myelitis (AM) in a nationwide Japanese survey.</p><p><strong>Methods: </strong>A preliminary survey questionnaire was sent to 1574 selected departments (neurology and pediatrics/pediatric neurology) to explore the numbers of AM and plexin D1-IgG-positive patients between 2018 and 2022. A secondary survey collected detailed patient data via a questionnaire.</p><p><strong>Results: </strong>In the preliminary survey, 987 (62.7%) institutions responded, reporting 87 AM patients (49 women) and 11 plexin D1-IgG-positive non-AM patients (8 women). The secondary survey collected 71 AM (plexin D1-IgG-positive: 6/31) and 11 plexin D1-IgG-positive non-AM patients (83.7% recovery rate). In AM, paresthesia/dysesthesia was most frequently experienced (> 90%), followed by pain (> 70%). The underlying diseases in 17 plexin D1-IgG-positive patients, all of whom had neuropathic pain, were AM and small fiber neuropathy in 6 each, neuromyelitis optica spectrum disorder with aquaporin-4-IgG in 2, and painful trigeminal neuropathy, erythromelalgia, and multiple sclerosis in 1 each. When 14 plexin D1-IgG-positive patients (excluding 3 patients with established demyelinating diseases) were compared with 25 plexin D1-IgG-negative AM patients, onset ≥ 50 years old, pain at onset, and allodynia/erythromelalgia/facial pain during the entire disease course were significantly more common in the plexin D1-IgG-positive group. Conversely, atopic disorders and hyperIgEemia were associated with plexin D1-IgG-negative AM but not plexin D1-IgG-positive patients.</p><p><strong>Interpretation: </strong>Both AM and plexin D1-IgG-positive patients present long-standing neuropathic pain, whereas plexin D1-IgG is particularly associated with aged-onset neuropathic pain, allodynia, erythromelalgia, and facial pain, but not atopy.</p>","PeriodicalId":126,"journal":{"name":"Annals of Clinical and Translational Neurology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145595494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Changes in Immune-Inflammation Status and Acute Ischemic Stroke Prognosis in Prospective Cohort. 前瞻性队列中免疫炎症状态和急性缺血性卒中预后的变化。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-24 DOI: 10.1002/acn3.70252
Songfang Chen, Wenting Huang, Yitian Liu, Xuan Chen, Buyu Ke, Qian Shen, Hanyu Cai, Jing Sun, Yan Li, Yungang Cao, Beilei Hu, Keyang Chen

Background: Inflammation is a critical risk factor for poor outcomes in cerebral infarction. Prior studies focused primarily on baseline inflammation status, neglecting dynamic longitudinal changes. We try to investigate the association between immune-inflammation status alterations and stroke prognosis, and evaluated three systemic biomarkers' predictive efficacy.

Methods: In this prospective cohort study of ischemic stroke patients, C-reactive protein-albumin-lymphocyte (CALLY), Systemic Immune-Inflammation Index (SII), and Systemic Inflammation Response Index (SIRI) were assessed. Immune-inflammation changes were measured between baseline and a second survey. The primary outcome was death or major disability (modified Rankin Scale score ≥ 3) after stroke onset. Prognostic performance for poor outcomes was evaluated at baseline. The association was calculated by Cox proportional hazard models.

Results: Elevated baseline CALLY correlated with reduced poor outcome risk (OR 0.33, 95% CI 0.20-0.53), while higher SII and SIRI indicated increased risk (SII OR 2.54, 95% CI 1.61-4.06; SIRI OR 2.37, 95% CI 1.47-3.87). Adding these markers to conventional risk factors significantly improved prediction, with CALLY showing the greatest enhancement (C-statistic 0.882 vs. 0.862; p = 0.004; NRI = 29.68%; IDI = 0.39%). Compared to stable mild status, progression to severe status increased poor outcome risk, while recovery to mild status reduced risk (CALLY OR 14.2, 95% CI 2.31-64.27; SII OR 1.27, 95% CI 1.01-7.10; SIRI OR 4.10, 95% CI 1.61-10.71). High inflammatory indices and significant changes predicted poor outcomes.

Conclusions: CALLY demonstrated superior predictive ability for ischemic stroke outcomes versus SII/SIRI. Both baseline levels and dynamic changes in immune-inflammation status significantly correlated with prognosis, suggesting these biomarkers could valuably predict outcomes and guide intervention.

背景:炎症是脑梗死预后不良的关键危险因素。先前的研究主要关注基线炎症状态,忽略了动态的纵向变化。我们试图研究免疫炎症状态改变与脑卒中预后之间的关系,并评估三种全身生物标志物的预测功效。方法:在缺血性脑卒中患者的前瞻性队列研究中,评估c反应蛋白-白蛋白淋巴细胞(CALLY)、全身免疫炎症指数(SII)和全身炎症反应指数(SIRI)。在基线和第二次调查之间测量免疫炎症的变化。主要结局为卒中后死亡或严重残疾(修正Rankin量表评分≥3)。在基线时评估不良预后的预后表现。通过Cox比例风险模型计算相关性。结果:基线CALLY升高与不良结局风险降低相关(OR 0.33, 95% CI 0.20-0.53),而较高的SII和SIRI表明风险增加(SII OR 2.54, 95% CI 1.61-4.06; SIRI OR 2.37, 95% CI 1.47-3.87)。将这些标志物加入常规危险因素中可显著改善预测,其中CALLY的增强效果最大(c统计量为0.882比0.862;p = 0.004; NRI = 29.68%; IDI = 0.39%)。与稳定的轻度状态相比,进展到严重状态增加了不良结局风险,而恢复到轻度状态降低了风险(CALLY OR 14.2, 95% CI 2.31-64.27; SII OR 1.27, 95% CI 1.01-7.10; SIRI OR 4.10, 95% CI 1.61-10.71)。高炎症指数和显著变化预示预后不良。结论:CALLY对缺血性卒中预后的预测能力优于SII/SIRI。基线水平和免疫炎症状态的动态变化与预后显著相关,提示这些生物标志物可以有价值地预测预后并指导干预。
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引用次数: 0
Deep Learning-Assisted Differentiation of Four Peripheral Neuropathies Using Corneal Confocal Microscopy. 角膜共聚焦显微镜下深度学习辅助四种周围神经病变的鉴别。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-22 DOI: 10.1002/acn3.70255
Chaima Ben Rabah, Ioannis N Petropoulos, Mark Stettner, Maryam Ferdousi, Uazman Alam, Nathan Efron, Ahmed Serag, Rayaz A Malik

Objective: Peripheral neuropathies contribute to patient disability but may be diagnosed late or missed altogether due to late referral, limitation of current diagnostic methods and lack of specialized testing facilities. To address this clinical gap, we developed NeuropathAI, an interpretable deep learning-based multiclass classification system for rapid, automated diagnosis and differentiation of 88 patients with diabetic peripheral neuropathy (DPN), chemotherapy-induced peripheral neuropathy (CIPN), chronic inflammatory demyelinating polyneuropathy (CIDP), and human immunodeficiency virus-associated sensory neuropathy (HIV-SN).

Methods: A deep learning-based multiclass system was developed to analyze corneal nerve images. These images were preprocessed to train and validate the proposed model and the diagnostic utility was evaluated from the accuracy, F1-score and area under the curve to derive sensitivity, specificity and precision.

Results: NeuropathAI achieved excellent results: AUC-96.75%, sensitivity-83.87%, specificity-95.07%, and demonstrated excellent discrimination for CIDP, CIPN, HIV-SN and DPN with one-vs-all AUC scores of 97%, 93.1%, 99.7% and 96.9%, respectively. Explainability visualization through heatmaps demonstrated that regions of decision making by the model localized to areas with nerve fiber loss, enhancing interpretability.

Interpretation: NeuropathAI achieved rapid and accurate diagnosis of four of the most prevalent peripheral neuropathies globally, underscoring the potential of artificial intelligence-driven corneal image analysis for the rapid diagnosis and differentiation of peripheral neuropathies.

目的:周围神经病变可导致患者残疾,但由于转诊晚,现有诊断方法的限制和缺乏专门的检测设施,可能诊断较晚或完全遗漏。为了解决这一临床空白,我们开发了NeuropathAI,这是一个可解释的基于深度学习的多类别分类系统,用于快速、自动诊断和区分88例糖尿病周围神经病变(DPN)、化疗诱导的周围神经病变(CIPN)、慢性炎症性脱髓鞘多神经病变(CIDP)和人类免疫缺陷病毒相关感觉神经病变(HIV-SN)。方法:建立基于深度学习的多分类系统,对角膜神经图像进行分析。对这些图像进行预处理以训练和验证所提出的模型,并从准确性、f1评分和曲线下面积来评估诊断效用,从而得出灵敏度、特异性和精密度。结果:NeuropathAI的AUC评分为96.75%,灵敏度为83.87%,特异性为95.07%,对CIDP、CIPN、HIV-SN和DPN的AUC评分分别为97%、93.1%、99.7%和96.9%,具有良好的鉴别能力。通过热图的可解释性可视化表明,模型的决策区域定位于神经纤维缺失的区域,增强了可解释性。解释:NeuropathAI在全球范围内实现了四种最常见的周围神经病变的快速准确诊断,强调了人工智能驱动的角膜图像分析在周围神经病变的快速诊断和分化方面的潜力。
{"title":"Deep Learning-Assisted Differentiation of Four Peripheral Neuropathies Using Corneal Confocal Microscopy.","authors":"Chaima Ben Rabah, Ioannis N Petropoulos, Mark Stettner, Maryam Ferdousi, Uazman Alam, Nathan Efron, Ahmed Serag, Rayaz A Malik","doi":"10.1002/acn3.70255","DOIUrl":"https://doi.org/10.1002/acn3.70255","url":null,"abstract":"<p><strong>Objective: </strong>Peripheral neuropathies contribute to patient disability but may be diagnosed late or missed altogether due to late referral, limitation of current diagnostic methods and lack of specialized testing facilities. To address this clinical gap, we developed NeuropathAI, an interpretable deep learning-based multiclass classification system for rapid, automated diagnosis and differentiation of 88 patients with diabetic peripheral neuropathy (DPN), chemotherapy-induced peripheral neuropathy (CIPN), chronic inflammatory demyelinating polyneuropathy (CIDP), and human immunodeficiency virus-associated sensory neuropathy (HIV-SN).</p><p><strong>Methods: </strong>A deep learning-based multiclass system was developed to analyze corneal nerve images. These images were preprocessed to train and validate the proposed model and the diagnostic utility was evaluated from the accuracy, F1-score and area under the curve to derive sensitivity, specificity and precision.</p><p><strong>Results: </strong>NeuropathAI achieved excellent results: AUC-96.75%, sensitivity-83.87%, specificity-95.07%, and demonstrated excellent discrimination for CIDP, CIPN, HIV-SN and DPN with one-vs-all AUC scores of 97%, 93.1%, 99.7% and 96.9%, respectively. Explainability visualization through heatmaps demonstrated that regions of decision making by the model localized to areas with nerve fiber loss, enhancing interpretability.</p><p><strong>Interpretation: </strong>NeuropathAI achieved rapid and accurate diagnosis of four of the most prevalent peripheral neuropathies globally, underscoring the potential of artificial intelligence-driven corneal image analysis for the rapid diagnosis and differentiation of peripheral neuropathies.</p>","PeriodicalId":126,"journal":{"name":"Annals of Clinical and Translational Neurology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2025-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145581570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Use of Symptomatic Drug Treatment for Fatigue in Multiple Sclerosis and Patterns of Work Loss. 多发性硬化症疲劳症状药物治疗与工作损失模式。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-20 DOI: 10.1002/acn3.70259
Simon Englund, Johan Reutfors, Thomas Frisell, Fredrik Piehl

Objective: To describe the use of central stimulants and amantadine for fatigue in MS and evaluate a potential association with reduced work loss in people with MS.

Methods: We conducted a nationwide, matched, register-based cohort study in Sweden (2006 to 2023) using national registers with prospective data collection. We included individuals with MS, identified via the Swedish MS register or ≥ 3 MS diagnoses in the National Patient Register, who initiated treatment with modafinil, amantadine, or central stimulants for ADHD (ADHD-Drugs), along with untreated individuals matched on modafinil start date, age, sex, time since MS diagnosis, and prior-year work loss. The main outcome was monthly work loss, defined as the sum of net days on sick leave, disability pension, and activity compensation.

Results: We identified 2162 new modafinil users, 462 amantadine, 424 ADHD drugs, and 9762 untreated. All cohorts showed increasing work loss before index, followed by no change in work loss over the subsequent 24 months. Modafinil users had a significantly greater attenuation, but with low effect size, of the increasing trajectory of average monthly work loss than untreated (-0.17 days; 95% CI: -0.22, -0.12), with no significant differences between modafinil and other treated groups. Modafinil was the most prescribed treatment, with 1-year prevalence of 8.5% in 2006 and 7% in 2023.

Interpretation: A potential minor treatment benefit is suggested by the statistically significant, small attenuation of worsening work loss following fatigue treatment initiation compared with untreated people with MS. No differences in treatment benefit were observed across fatigue treatments.

目的:描述中枢兴奋剂和金刚烷胺治疗多发性硬化症患者疲劳的使用情况,并评估其与多发性硬化症患者减少工作损失的潜在关联。方法:我们在瑞典进行了一项全国性的、匹配的、基于登记的队列研究(2006年至2023年),使用国家登记册收集前瞻性数据。我们纳入了通过瑞典多发性硬化症登记或在国家患者登记中诊断出≥3例多发性硬化症的患者,他们开始使用莫达非尼、金刚烷胺或中枢兴奋剂治疗ADHD (ADHD药物),以及在莫达非尼开始治疗日期、年龄、性别、自多发性硬化症诊断以来的时间和前一年的工作损失相匹配的未经治疗的个体。主要结果是每月的工作损失,定义为病假、残疾养恤金和活动补偿的净天数之和。结果:我们确定了2162名新的莫达非尼使用者,462名金刚烷胺使用者,424名ADHD药物使用者,9762名未经治疗的药物使用者。所有的队列都显示出指数之前的工作损失增加,随后的24个月工作损失没有变化。莫达非尼服用者与未服用者相比,月平均工作损失增加轨迹的衰减明显更大,但效应值较低(-0.17天;95% CI: -0.22, -0.12),莫达非尼与其他治疗组之间无显著差异。莫达非尼是最常用的治疗方法,2006年的1年患病率为8.5%,2023年为7%。解释:与未经治疗的ms患者相比,疲劳治疗开始后工作损失的恶化程度有统计学意义的轻微衰减,这表明了潜在的轻微治疗益处。
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引用次数: 0
The Case of a 28-Year-Old Woman With Medically Refractory Focal Epilepsy. 28岁女性难治性局灶性癫痫1例
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-19 DOI: 10.1002/acn3.70253
Rishi Sharma, Ilo Leppik, Thomas Henry, Thaddeus Walczak, Sima Patel, Robert McGovern

We present the case of a 28-year-old right-handed woman with medically refractory focal epilepsy. Her seizure semiology and electroencephalography (EEG) indicated a seizure onset zone in the right central-parietal area. However, both MRI and PET scans were unremarkable, showing no focal lesions or areas of altered metabolism. Intracranial monitoring, with extensive evaluation of both hemispheres, confirmed the seizure onset zone in the right central-parietal region. This area not only served as the site of seizure onset but also encompassed the primary sensory cortex.

我们提出的情况下,28岁的右撇子妇女与医学难治性局灶性癫痫。她的癫痫符号学和脑电图(EEG)显示癫痫发作区在右侧中央-顶叶区。然而,MRI和PET扫描都不明显,没有显示局灶性病变或代谢改变的区域。颅内监测,广泛评估两个半球,确认癫痫发作区在右侧中央顶叶区。这个区域不仅是癫痫发作的部位,而且还包括初级感觉皮层。
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引用次数: 0
Prediction of Myasthenia Gravis Worsening: A Machine Learning Algorithm Using Wearables and Patient-Reported Measures. 预测重症肌无力恶化:使用可穿戴设备和患者报告措施的机器学习算法。
IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2025-11-19 DOI: 10.1002/acn3.70257
Maike Stein, Haoqi Sun, Sophie Lehnerer, Lea Gerischer, Maximilian Mönch, Christian Meisel, Andreas Meisel, Pushpa Narayanaswami

Background: Myasthenia gravis (MG) is a rare disorder characterized by fluctuating muscle weakness with potential life-threatening crises. Timely interventions may be delayed by limited access to care and fragmented documentation. Our objective was to develop predictive algorithms for MG deterioration using multimodal telemedicine data.

Methods: In this 12-week randomized controlled study, 30 MG patients recorded symptoms using patient-reported outcome measures (PROMs) and patient-performed measures via a mobile app, alongside data from wearables. MG deterioration was defined as a ≥ 3-point worsening in the Quantitative Myasthenia Gravis score, occurrence of MG-related hospitalization or exacerbation. A machine learning linear classifier was trained to predict deterioration and cross-validated. The area under the receiver operator characteristic curve (AUROC) was calculated, accepting 1-2 false alarms (FAs) per week.

Results: The model achieved the best predictive performance when using all input signals (AUROC 0.85 (95% confidence interval 0.77-0.91)) and remained stable across look-back windows of 4-10 days. Model sensitivity was 0.65 (0.48-0.83) to 0.82 (0.60-1.00) (1 and 2 FAs per week, respectively). PROMs reflected worsening symptoms before deterioration; wearables alone showed higher AUROCs.

Interpretation: Multimodal self-monitoring via MyaLink predicted MG deterioration with good performance at acceptable FA rates. This approach may enable earlier clinical interventions of MG worsening.

Trial registration: The study was registered under the German Clinical Trial Registry (DRKS00029907).

背景:重症肌无力(MG)是一种罕见的以波动性肌肉无力为特征的疾病,具有潜在的危及生命的危险。由于获得护理的机会有限和文件不完整,及时的干预措施可能会延迟。我们的目标是利用多模式远程医疗数据开发MG恶化的预测算法。方法:在这项为期12周的随机对照研究中,30名MG患者通过移动应用程序使用患者报告的结果测量(PROMs)和患者执行的测量记录症状,同时使用可穿戴设备的数据。MG恶化定义为定量重症肌无力评分≥3分恶化、MG相关住院或恶化的发生。训练机器学习线性分类器来预测退化并进行交叉验证。计算受试者操作者特征曲线下面积(AUROC),每周接受1-2次误报(FAs)。结果:该模型在使用所有输入信号时获得了最佳的预测性能(AUROC 0.85(95%置信区间0.77-0.91)),并且在4-10天的回望窗口保持稳定。模型敏感性为0.65(0.48-0.83)~ 0.82(0.60-1.00)(每周分别为1和2 FAs)。PROMs在病情恶化前反映症状加重;仅可穿戴设备就显示出更高的auroc。解释:通过MyaLink进行多模式自我监测,在可接受的FA率下预测MG恶化。这种方法可以使MG恶化的早期临床干预成为可能。试验注册:该研究在德国临床试验注册中心(DRKS00029907)注册。
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引用次数: 0
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Annals of Clinical and Translational Neurology
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