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Value of Clinical Evidence and Health Economics and Outcomes Research (HEOR) Studies. 临床证据与卫生经济学和结果研究(HEOR)研究的价值。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/mus.70037
Agessandro Abrahao, Malgorzata Ciepielewska, Lorne Zinman

Randomized controlled trials (RCTs) remain the gold standard for establishing the efficacy and safety of new treatments. However, clinical evidence derived from the systematic analysis of real-world data generated through routine clinical practice can complement RCT data by offering insights into treatment performance in broader, more heterogeneous patient populations and clinical care settings. The integration of high-quality clinical evidence into health economics and outcomes research (HEOR) is increasingly important, as it supports healthcare decision-making across multiple stakeholders, including regulatory agencies, payers, clinicians, and patients. Multiple study designs, such as pragmatic trials, hybrid RCTs, external control arms, and observational studies, can provide valuable clinical evidence beyond the controlled trial setting. These data can enhance understanding of comparative effectiveness, patient-reported outcomes, treatment safety, and healthcare utilization and costs. The field of amyotrophic lateral sclerosis offers a compelling example of how clinical evidence derived from global registries and clinical studies has advanced understanding of disease epidemiology, treatment patterns, and the effectiveness of therapies, including riluzole and edaravone. Consequently, this review and the associated supplementary articles are meant to serve as a primer to inform clinicians of the potential contribution of clinical evidence to HEOR studies.

随机对照试验(rct)仍然是确定新疗法有效性和安全性的金标准。然而,通过对常规临床实践产生的真实世界数据的系统分析得出的临床证据可以补充RCT数据,为更广泛、更异质的患者群体和临床护理环境的治疗效果提供见解。将高质量临床证据整合到卫生经济学和结果研究(HEOR)中变得越来越重要,因为它支持跨多个利益相关者(包括监管机构、支付方、临床医生和患者)的医疗保健决策。多种研究设计,如实用试验、混合随机对照试验、外部对照组和观察性研究,可以提供超出对照试验设置的有价值的临床证据。这些数据可以增强对比较有效性、患者报告的结果、治疗安全性以及医疗保健利用和成本的理解。肌萎缩性侧索硬化症领域提供了一个令人信服的例子,说明来自全球登记和临床研究的临床证据如何提高了对疾病流行病学、治疗模式和治疗有效性的理解,包括利鲁唑和依达拉奉。因此,本综述和相关的补充文章旨在作为一个引子,告知临床医生临床证据对HEOR研究的潜在贡献。
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引用次数: 0
Study 19 (MCI186-19) Post Hoc Analyses. 研究19 (MCI186-19)事后分析。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/mus.70039
Benjamin Rix Brooks, Jeremy Shefner, Stephen Apple

While randomized controlled trials (RCTs) are the gold standard for evaluating the efficacy of therapies in amyotrophic lateral sclerosis (ALS), post hoc analyses can provide critical insights into clinical effectiveness, treatment durability, and subpopulation responses. Several post hoc analyses of Study MCI186-19 (Study 19), the pivotal phase 3 RCT that supported the United States Food and Drug Administration approval of intravenous edaravone, have been performed to explore the broader clinical impact of this therapy. These analyses assessed the long-term treatment efficacy, changes in individual ALS Functional Rating Scale-Revised item scores, survival and additional milestone events, and the impact of edaravone in patient subgroups defined by disease progression trajectories using latent class analysis. Collectively, these findings reinforce the long-term clinical benefit of edaravone and demonstrate that edaravone may offer benefits across a spectrum of ALS disease trajectories, beyond those defined in the original study criteria. These studies help address questions not captured in the original RCT and may inform future trial design and treatment decisions.

虽然随机对照试验(rct)是评估肌萎缩性侧索硬化症(ALS)治疗效果的金标准,但事后分析可以提供对临床有效性、治疗持久性和亚群反应的关键见解。研究MCI186-19(研究19)是支持美国食品和药物管理局批准静脉注射依达拉奉的关键3期随机对照试验,已经进行了一些事后分析,以探索该疗法更广泛的临床影响。这些分析评估了长期治疗疗效、个体ALS功能评定量表-修订项目评分的变化、生存和额外的里程碑事件,以及依达拉奉对疾病进展轨迹定义的患者亚组的影响,使用潜在类别分析。总的来说,这些发现加强了依达拉奉的长期临床益处,并表明依达拉奉可能在ALS疾病轨迹的范围内提供益处,超出了最初研究标准中定义的益处。这些研究有助于解决原始随机对照试验中未涉及的问题,并可能为未来的试验设计和治疗决策提供信息。
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引用次数: 0
Survival of Intravenous Edaravone-Treated Patients With ALS: Evidence From Administrative Claims Analyses. 静脉注射依达拉奉治疗ALS患者的生存率:来自行政索赔分析的证据。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/mus.70041
Benjamin Rix Brooks, James D Berry, Malgorzata Ciepielewska

Randomized controlled trials remain the cornerstone of evidence generation in amyotrophic lateral sclerosis (ALS), yet their inherent challenges, including disease rarity, heterogeneity, and limited validated biomarkers, highlight the need for complementary clinical evidence. This exploratory, retrospective study assessed overall survival in patients with ALS treated with intravenous (IV) edaravone using data from a large United States administrative claims database of patients enrolled from August 2017 to March 2020. Patients receiving IV edaravone (n = 318) were propensity score matched 1:1 with controls not treated with IV edaravone (n = 318), adjusting for 11 covariates. Median overall survival was 29.5 versus 23.5 months for the edaravone-treated group compared to controls, with a 27% reduced risk of death observed in the treated cohort (p = 0.005). These findings, together with existing data from the pivotal phase 3 Study MCI186-19 of IV edaravone, contribute to the growing body of literature suggesting a dual benefit of edaravone on both function and survival in ALS, offering critical insights for clinicians, patients, and payers navigating ALS treatment decisions.

随机对照试验仍然是肌萎缩性侧索硬化症(ALS)证据生成的基础,但其固有的挑战,包括疾病罕见性、异质性和有限的有效生物标志物,突出了补充临床证据的必要性。这项探索性、回顾性研究评估了静脉(IV)依达拉奉治疗的ALS患者的总生存率,研究数据来自2017年8月至2020年3月登记的美国大型行政索赔数据库。接受静脉注射依达拉奉的患者(n = 318)与未接受静脉注射依达拉奉的对照组(n = 318)进行倾向评分1:1匹配,调整了11个共变量。与对照组相比,依达拉奉治疗组的中位总生存期为29.5个月和23.5个月,治疗组的死亡风险降低了27% (p = 0.005)。这些发现,加上IV依达拉奉关键3期研究MCI186-19的现有数据,使得越来越多的文献表明依达拉奉在ALS患者的功能和生存方面具有双重益处,为临床医生、患者和付款人指导ALS治疗决策提供了重要见解。
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引用次数: 0
Safety of Intravenous Edaravone in Clinical Practice. 静脉注射依达拉奉在临床中的安全性。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/mus.70038
Angela Genge, Stephen Apple

This article summarizes the post-marketing pharmacovigilance safety data of intravenous (IV) edaravone during the 1- and 3-year periods following its launch for amyotrophic lateral sclerosis (ALS) in the United States. The most frequently reported adverse events (AEs) and serious AEs (SAEs) included those consistent with ALS disease progression, such as fatigue and muscular weakness, and were not qualitatively different from those reported in previous ALS trials. There were AEs and SAEs associated with IV administration, such as administration site reactions, and five non-fatal anaphylaxis SAEs were reported. No new safety signals were identified, and IV edaravone continues to demonstrate a favorable safety profile. These insights are especially useful as treatment transitions to edaravone oral suspension, which avoids IV-related complications. These findings underscore the importance of ongoing clinical safety assessments in informing ALS treatment decisions.

本文总结了静脉(IV)依达拉奉在美国上市治疗肌萎缩性侧索硬化症(ALS)后1年和3年的药物警戒安全性数据。最常报道的不良事件(ae)和严重ae (sae)包括与ALS疾病进展相一致的不良事件,如疲劳和肌肉无力,并且与先前ALS试验中报道的不良事件没有质的区别。与静脉给药相关的ae和SAEs,如给药部位反应,报告了5例非致死性过敏性SAEs。没有发现新的安全信号,静脉注射依达拉奉继续显示出良好的安全性。这些见解在治疗过渡到依达拉奉口服混悬液时特别有用,可避免静脉注射相关并发症。这些发现强调了正在进行的临床安全性评估在为ALS治疗决策提供信息方面的重要性。
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引用次数: 0
Generalizability of Edaravone Efficacy. 依达拉奉疗效的普遍性。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 DOI: 10.1002/mus.70042
Benjamin Rix Brooks, David L Ennist, Danielle Beaulieu, Stephen Apple

The pivotal phase 3 trial MCI186-19 (Study 19) demonstrated the efficacy of intravenous edaravone in slowing functional decline in patients with amyotrophic lateral sclerosis (ALS), leading to United States Food and Drug Administration approval. Study 19 utilized a targeted enrollment enrichment strategy based on post hoc analyses from earlier trials, selecting patients with higher baseline function, more rapid disease progression, and better respiratory status. To evaluate the generalizability of Study 19 results, subsequent post hoc analyses assessed the efficacy of edaravone in broader ALS populations. One machine learning-based analysis retrospectively applied a validated model to Study 16 data, stratifying patients by predicted risk of respiratory decline. This detectable effect cluster analysis suggested that up to 70% of Study 16 participants may have benefited from edaravone. A second analysis investigated edaravone efficacy in patients from Study 19 with forced vital capacity (FVC) < 80% predicted (%p) at the start of treatment, since FVC ≥ 80%p was one of the Study 19 inclusion criteria. Both high- and low-FVC subgroups demonstrated reduced ALS functional rating scale-revised decline at 48 weeks when treated continuously with edaravone. These findings support the potential benefit of edaravone in a wider range of patients with ALS than those enrolled in Study 19, providing important insights into how clinical trial enrichment strategies may influence perceived efficacy, and underscoring the need for future prospective studies in more diverse ALS populations.

关键的3期试验MCI186-19 (Study 19)证明静脉注射依达拉奉在减缓肌萎缩侧索硬化症(ALS)患者功能衰退方面的有效性,导致美国食品和药物管理局批准。研究19采用了基于早期试验的事后分析的靶向入组富集策略,选择了基线功能较高、疾病进展较快、呼吸状态较好的患者。为了评估第19项研究结果的普遍性,随后的事后分析评估了依达拉奉在更广泛的ALS人群中的疗效。一项基于机器学习的分析回顾性地对研究16的数据应用了一个经过验证的模型,根据预测的呼吸衰退风险对患者进行分层。这种可检测的效应聚类分析表明,多达70%的研究16参与者可能受益于依达拉奉。第二项分析调查了依达拉奉对研究19中用力肺活量(FVC)患者的疗效。
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引用次数: 0
Effect of Local Corticosteroid Injection in the Non-Injected Hand Following Unilateral Injection in Patients With Bilateral Carpal Tunnel Syndrome: A Prospective Cohort Study. 双侧腕管综合征患者单侧注射后非注射手局部注射皮质类固醇的效果:一项前瞻性队列研究。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-22 DOI: 10.1002/mus.70082
Mritunjai Kumar, Niket Yende, Jagbir Singh, Rajni Singh, Ashutosh Tiwari, Niraj Kumar

Introduction/aims: Local corticosteroid injection (LCI) improves symptoms in the injected hand of carpal tunnel syndrome (CTS). Whether it affects the non-injected hand is unknown. This study assesses the effect of unilateral LCI on the non-injected hand in mild to moderate bilateral CTS.

Methods: Sixty patients with bilateral CTS were recruited from December 2021 to August 2024 and received a unilateral injection of 1 mL (40 mg) depo-methylprednisolone with 0.5 mL (10 mg) lidocaine in the more severely affected or dominant hand if symptoms were comparable. The primary outcome was the change in Symptom Severity Scale (SSS) score of the non-injected hand at 1 and 3 months. Secondary outcomes were the comparison of response rates and the change in the median nerve electrophysiology at 3 months in both hands. A significant response was defined as ≥ 0.8 reduction in SSS.

Results: The median age of patients was 45 (range 20-81) years. Seven patients were lost to follow-up at 1 month and 15 at 3 months. Mean SSS change was significantly greater in the injected than in the non-injected hands at 1 month (-1.25 ± 0.64 vs. -0.89 ± 0.67; p < 0.01) and 3 months (-1.23 ± 0.72 vs. -0.77 ± 0.64; p < 0.01). Taking patients lost to follow-up as treatment failures, response rates at 3 months were 65% in injected hands and 57% in non-injected hands (p = 0.45). Median nerve conduction improved bilaterally at 3 months.

Discussion: Unilateral LCI in bilateral mild to moderate CTS results in significant symptomatic improvement in the contralateral hand, underscoring the need to routinely assess the non-injected hand in treatment assessment.

简介/目的:局部皮质类固醇注射(LCI)可改善腕管综合征(CTS)注射手的症状。它是否影响未注射的手是未知的。本研究评估单侧LCI对轻度至中度双侧CTS非注射手的影响。方法:从2021年12月至2024年8月招募60例双侧CTS患者,如果症状相似,则在病情较严重或优势手单侧注射1 mL (40 mg)甲基强的松龙与0.5 mL (10 mg)利多卡因。主要观察结果为1个月和3个月时未注射手症状严重程度量表(SSS)评分的变化。次要结果是3个月时双手的反应率和正中神经电生理变化的比较。显著缓解定义为SSS降低≥0.8。结果:患者中位年龄45岁(范围20-81岁)。1个月失访7例,3个月失访15例。1个月时,注射组的平均SSS变化明显大于未注射组(-1.25±0.64 vs -0.89±0.67);p讨论:双侧轻度至中度CTS的单侧LCI导致对侧手的症状显著改善,强调了在治疗评估中对非注射手进行常规评估的必要性。
{"title":"Effect of Local Corticosteroid Injection in the Non-Injected Hand Following Unilateral Injection in Patients With Bilateral Carpal Tunnel Syndrome: A Prospective Cohort Study.","authors":"Mritunjai Kumar, Niket Yende, Jagbir Singh, Rajni Singh, Ashutosh Tiwari, Niraj Kumar","doi":"10.1002/mus.70082","DOIUrl":"10.1002/mus.70082","url":null,"abstract":"<p><strong>Introduction/aims: </strong>Local corticosteroid injection (LCI) improves symptoms in the injected hand of carpal tunnel syndrome (CTS). Whether it affects the non-injected hand is unknown. This study assesses the effect of unilateral LCI on the non-injected hand in mild to moderate bilateral CTS.</p><p><strong>Methods: </strong>Sixty patients with bilateral CTS were recruited from December 2021 to August 2024 and received a unilateral injection of 1 mL (40 mg) depo-methylprednisolone with 0.5 mL (10 mg) lidocaine in the more severely affected or dominant hand if symptoms were comparable. The primary outcome was the change in Symptom Severity Scale (SSS) score of the non-injected hand at 1 and 3 months. Secondary outcomes were the comparison of response rates and the change in the median nerve electrophysiology at 3 months in both hands. A significant response was defined as ≥ 0.8 reduction in SSS.</p><p><strong>Results: </strong>The median age of patients was 45 (range 20-81) years. Seven patients were lost to follow-up at 1 month and 15 at 3 months. Mean SSS change was significantly greater in the injected than in the non-injected hands at 1 month (-1.25 ± 0.64 vs. -0.89 ± 0.67; p < 0.01) and 3 months (-1.23 ± 0.72 vs. -0.77 ± 0.64; p < 0.01). Taking patients lost to follow-up as treatment failures, response rates at 3 months were 65% in injected hands and 57% in non-injected hands (p = 0.45). Median nerve conduction improved bilaterally at 3 months.</p><p><strong>Discussion: </strong>Unilateral LCI in bilateral mild to moderate CTS results in significant symptomatic improvement in the contralateral hand, underscoring the need to routinely assess the non-injected hand in treatment assessment.</p>","PeriodicalId":18968,"journal":{"name":"Muscle & Nerve","volume":" ","pages":"215-221"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145573970","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
Prognosis After Discontinuation of Azathioprine or Mycophenolate Mofetil in Well-Controlled Myasthenia Gravis: A Retrospective Analysis. 控制良好的重症肌无力患者停用硫唑嘌呤或霉酚酸酯后的预后:回顾性分析。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-12 DOI: 10.1002/mus.70105
Inci Sule Ozer, Ergi Kaya, Ahmet Yusuf Ertürk, Ihsan Sukru Sengun

Introduction/aims: Azathioprine (AZA) and mycophenolate mofetil (MMF) are generally used for long periods when treating myasthenia gravis. In well-controlled patients, discontinuation of AZA/MMF may be a cause for concern because of the possibility of relapse. We aimed to evaluate relapse and relapse-related parameters after discontinuation of AZA/MMF.

Method: Patients who had discontinued AZA or MMF monotherapy were retrospectively reviewed. We reviewed relapse, whether in pharmacological remission (PR) or exhibiting minimal manifestations (MM 1), disease duration, duration of AZA/MMF use, and other clinical parameters.

Results: A total of 32 patients were included who either discontinued AZA (n = 28) or MMF (n = 4) treatments. Relapse was detected in 11 (34%). Patients in PR had fewer relapses than those with MM 1 (p = 0.023). Intravenous immunoglobulin was required in four. All patients who relapsed were stabilized with AZA/MMF. No significant association was found between relapse and age of disease onset, duration of disease, duration of AZA/MMF use, thymectomy status, or maximum Myasthenia Gravis Foundation of America score during active disease.

Discussion: The results of this study suggest that patients in PR are less likely to relapse compared to those in MM 1. In well-controlled MG patients, AZA/MMF may be discontinued.

简介/目的:硫唑嘌呤(AZA)和霉酚酸酯(MMF)通常长期用于治疗重症肌无力。在控制良好的患者中,由于复发的可能性,停用AZA/MMF可能是引起关注的原因。我们的目的是评估停止AZA/MMF后的复发和复发相关参数。方法:对停止AZA或MMF单药治疗的患者进行回顾性分析。我们回顾了复发,无论是药物缓解(PR)还是表现出最小症状(mm1),疾病持续时间,AZA/MMF使用持续时间以及其他临床参数。结果:共纳入32例患者,停用AZA (n = 28)或MMF (n = 4)治疗。11例(34%)复发。PR患者的复发比MM 1患者少(p = 0.023)。其中4例需要静脉注射免疫球蛋白。所有复发患者均经AZA/MMF治疗后病情稳定。复发与发病年龄、病程、AZA/MMF使用时间、胸腺切除术状态或美国重症肌无力基金会在活动性疾病期间的最高评分之间无显著关联。讨论:本研究的结果表明,与MM 1患者相比,PR患者复发的可能性较小。在控制良好的MG患者中,可以停用AZA/MMF。
{"title":"Prognosis After Discontinuation of Azathioprine or Mycophenolate Mofetil in Well-Controlled Myasthenia Gravis: A Retrospective Analysis.","authors":"Inci Sule Ozer, Ergi Kaya, Ahmet Yusuf Ertürk, Ihsan Sukru Sengun","doi":"10.1002/mus.70105","DOIUrl":"10.1002/mus.70105","url":null,"abstract":"<p><strong>Introduction/aims: </strong>Azathioprine (AZA) and mycophenolate mofetil (MMF) are generally used for long periods when treating myasthenia gravis. In well-controlled patients, discontinuation of AZA/MMF may be a cause for concern because of the possibility of relapse. We aimed to evaluate relapse and relapse-related parameters after discontinuation of AZA/MMF.</p><p><strong>Method: </strong>Patients who had discontinued AZA or MMF monotherapy were retrospectively reviewed. We reviewed relapse, whether in pharmacological remission (PR) or exhibiting minimal manifestations (MM 1), disease duration, duration of AZA/MMF use, and other clinical parameters.</p><p><strong>Results: </strong>A total of 32 patients were included who either discontinued AZA (n = 28) or MMF (n = 4) treatments. Relapse was detected in 11 (34%). Patients in PR had fewer relapses than those with MM 1 (p = 0.023). Intravenous immunoglobulin was required in four. All patients who relapsed were stabilized with AZA/MMF. No significant association was found between relapse and age of disease onset, duration of disease, duration of AZA/MMF use, thymectomy status, or maximum Myasthenia Gravis Foundation of America score during active disease.</p><p><strong>Discussion: </strong>The results of this study suggest that patients in PR are less likely to relapse compared to those in MM 1. In well-controlled MG patients, AZA/MMF may be discontinued.</p>","PeriodicalId":18968,"journal":{"name":"Muscle & Nerve","volume":" ","pages":"292-296"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145743208","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
Healthcare Provider Perspectives of Various Signs and Symptoms for Diagnosing Degenerative Cervical Myelopathy: Results of an International, Multidisciplinary Survey. 诊断退行性颈椎病的各种体征和症状的医疗保健提供者的观点:一项国际多学科调查的结果。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-03 DOI: 10.1002/mus.70068
Lance A Burn, Tanzil Rujeedawa, Abdul Lalkhen, Allan R Martin, Anna MacDowall, Brian K Kwon, Carl M Zipser, Caroline Treanor, David B Anderson, Esther Martin-Moore, James Guest, James S Harrop, Jamie Milligan, Julio C Furlan, Konstantinos Margetis, Lianne Wood, Ligia V Onofrei, Luiz R Vialle, Manabu Ito, Mark Kotter, Michael G Fehlings, Michael W Y Lee, Mike Hutton, Noam Y Harel, Ratko Yurac, Rohil V Chauhan, Sheila Dugan, Sukhvinder Kalsi-Ryan, Sybil Stacpoole, Tammy Blizzard, Timothy F Boerger, Tore K Solberg, Justin M Lantz, Benjamin Davies, Lindsay Tetreault

Introduction/aims: Diagnosis of degenerative cervical myelopathy (DCM) is frequently delayed. A lack of awareness and standardized screening criteria have been identified as major contributors. The objective of this study was to conduct a survey of international experts to determine the value of various signs and symptoms in diagnosing patients with DCM. This study forms part of a three-step initiative that aims to develop pragmatic screening criteria for DCM.

Methods: An open voluntary English-language Likert scale survey was disseminated among international networks of experts in DCM. Respondents were asked to rank each sign or symptom on a scale of 0 (not important at all) to 10 (extremely important); a mean value of ≥ 6.5 was set a priori as the threshold to consider a feature as having significant diagnostic value.

Results: Fifteen symptoms and 12 signs were ranked as having significant diagnostic value. The most highly ranked symptoms are primarily related to abnormalities of the upper limb, hand function, and gait. The top-rated signs included pathological reflexes as well as impairment of motor function, gait, and coordination. Features ranked as significant were largely consistent across professions, levels of experience, and continental regions.

Discussion: The integration of expert stakeholder opinion with evidence from existing literature strengthens the clinical framework for identifying key clinical features of DCM. These 27 features will be discussed at an international consensus meeting to establish a standardized clinical screening toolkit that can be used by frontline healthcare professionals to detect patients with DCM.

简介/目的:退行性颈椎病(DCM)的诊断经常被延迟。缺乏认识和标准化的筛选标准已被确定为主要原因。本研究的目的是对国际专家进行调查,以确定各种体征和症状在诊断DCM患者中的价值。这项研究是三步计划的一部分,旨在为DCM制定实用的筛查标准。方法:采用开放式自愿英语Likert量表,在国际DCM专家网络中进行问卷调查。受访者被要求将每个症状或体征按0(根本不重要)到10(极其重要)的等级进行排序;将平均值≥6.5作为先验阈值,认为该特征具有显著的诊断价值。结果:15个症状和12个体征被评为具有显著诊断价值。排名最高的症状主要与上肢、手部功能和步态异常有关。评分最高的症状包括病理性反射以及运动功能、步态和协调性的损害。被列为重要的特征在职业、经验水平和大陆地区之间基本上是一致的。讨论:专家利益相关者意见与现有文献证据的整合加强了识别DCM关键临床特征的临床框架。这27个特征将在国际共识会议上讨论,以建立一个标准化的临床筛查工具包,可供一线医疗保健专业人员使用,以检测DCM患者。
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引用次数: 0
Risk Factors of Sural Nerve Axonal Degeneration Using Clinically Relevant Thresholds in Context of Glucose Metabolism: The Maastricht Study. 使用临床相关阈值在葡萄糖代谢背景下腓肠神经轴突变性的危险因素:马斯特里赫特研究。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-12-04 DOI: 10.1002/mus.70088
Jurriaan J A Hodzelmans, Marcus L F Janssen, Jos P H Reulen, Annemarie Koster, Nicolaas C Schaper, Werner H Mess, Nadia A Sutedja

Introduction/aims: To study the association of risk factors with axonal degeneration, based on below-threshold sural nerve amplitudes, as a proxy for distal symmetric polyneuropathy (DSP). In particular, to assess the differential contribution of risk factors in diabetes status subgroups.

Methods: In 7242 participants of The Maastricht Study, a population-based cohort (aged 40 to 75 years, southern part of the Netherlands) focusing on type 2 diabetes (T2DM), associations between below-threshold sural nerve amplitudes (< 2.3 μV) and risk factors (diabetes status, demographics, anthropometrics, office systolic blood pressure, lifestyle, medication intake, and lipid profiles) were determined using logistic regression analysis in the total population and after stratification for no diabetes, prediabetes, and T2DM. Analyses were adjusted for age, sex, height, and body mass index (BMI).

Results: Below-threshold sural nerve responses were observed in 741 participants (10.2%). Crude analysis showed increased odds of having below-threshold sural nerve responses for most factors; after adjustments, this association remained significant only for T2DM, female sex, older age, taller height, and a higher BMI. After stratification, individuals who were older, taller and had a higher BMI showed significantly increased odds of having below-threshold sural nerve responses in all subgroups. Notably, the increased odds for height and BMI were stronger in those with T2DM and prediabetes respectively. Higher odds for women were significant in the non-T2DM group only.

Discussion: This study emphasizes the importance of preventive lifestyle measures targeting BMI in those with prediabetes, as other independent risk factors for axonal degeneration are nonmodifiable.

前言/目的:研究危险因素与轴突变性的关系,基于低于阈值的腓骨神经振幅,作为远端对称性多神经病变(DSP)的代理。特别是,评估糖尿病状态亚组中危险因素的差异贡献。方法:在马斯特里赫特研究的7242名参与者中,一个以人群为基础的队列(年龄在40至75岁,荷兰南部),重点研究2型糖尿病(T2DM),低于阈值的腓肠神经振幅之间的关联(结果:741名参与者(10.2%)观察到低于阈值的腓肠神经反应。粗略分析显示,大多数因素导致腓肠神经反应低于阈值的几率增加;调整后,这种相关性仅在2型糖尿病、女性、年龄较大、身高较高和BMI较高的人群中保持显著。分层后,年龄较大、身高较高、BMI较高的个体在所有亚组中出现低于阈值的腓肠神经反应的几率显著增加。值得注意的是,2型糖尿病和前驱糖尿病患者的身高和BMI增加的几率分别更大。只有在非2型糖尿病组中,女性患糖尿病的几率才显著增加。讨论:本研究强调针对前驱糖尿病患者BMI的预防性生活方式措施的重要性,因为轴突变性的其他独立危险因素是不可改变的。
{"title":"Risk Factors of Sural Nerve Axonal Degeneration Using Clinically Relevant Thresholds in Context of Glucose Metabolism: The Maastricht Study.","authors":"Jurriaan J A Hodzelmans, Marcus L F Janssen, Jos P H Reulen, Annemarie Koster, Nicolaas C Schaper, Werner H Mess, Nadia A Sutedja","doi":"10.1002/mus.70088","DOIUrl":"10.1002/mus.70088","url":null,"abstract":"<p><strong>Introduction/aims: </strong>To study the association of risk factors with axonal degeneration, based on below-threshold sural nerve amplitudes, as a proxy for distal symmetric polyneuropathy (DSP). In particular, to assess the differential contribution of risk factors in diabetes status subgroups.</p><p><strong>Methods: </strong>In 7242 participants of The Maastricht Study, a population-based cohort (aged 40 to 75 years, southern part of the Netherlands) focusing on type 2 diabetes (T2DM), associations between below-threshold sural nerve amplitudes (< 2.3 μV) and risk factors (diabetes status, demographics, anthropometrics, office systolic blood pressure, lifestyle, medication intake, and lipid profiles) were determined using logistic regression analysis in the total population and after stratification for no diabetes, prediabetes, and T2DM. Analyses were adjusted for age, sex, height, and body mass index (BMI).</p><p><strong>Results: </strong>Below-threshold sural nerve responses were observed in 741 participants (10.2%). Crude analysis showed increased odds of having below-threshold sural nerve responses for most factors; after adjustments, this association remained significant only for T2DM, female sex, older age, taller height, and a higher BMI. After stratification, individuals who were older, taller and had a higher BMI showed significantly increased odds of having below-threshold sural nerve responses in all subgroups. Notably, the increased odds for height and BMI were stronger in those with T2DM and prediabetes respectively. Higher odds for women were significant in the non-T2DM group only.</p><p><strong>Discussion: </strong>This study emphasizes the importance of preventive lifestyle measures targeting BMI in those with prediabetes, as other independent risk factors for axonal degeneration are nonmodifiable.</p>","PeriodicalId":18968,"journal":{"name":"Muscle & Nerve","volume":" ","pages":"283-291"},"PeriodicalIF":3.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12803540/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145669061","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
Electromyography Signal Classification With Artificial Intelligence for Detection of Neuromuscular Disorders Using a Large Clinically-Acquired Database. 基于人工智能的肌电信号分类在神经肌肉疾病检测中的应用
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2026-02-01 Epub Date: 2025-11-28 DOI: 10.1002/mus.70087
Mohamed Taha, Shuaiqi Huang, Xiaofeng Wang, Abdulhamit Subasi, John A Morren

Introduction/aims: Artificial intelligence (AI) has shown potential in analyzing electromyography (EMG) signals, but clinical applicability remains limited by studies based on small, curated datasets, and variable accuracy. This study evaluated AI performance in classifying needle electromyography (EMG) signals as muscle activity versus background/noise/artifact, and then in distinguishing three clinical categories: amyotrophic lateral sclerosis (ALS), myopathy, and non-disease controls.

Methods: Data from the Cleveland Clinic Foundation EMG Database (CCFDB), a large clinically acquired EMG dataset was utilized for this study. A two-step classification approach was used: a convolutional neural network (CNN) to separate muscle activity from background/noise/artifact, followed by a random forest algorithm and CNNs for clinical category classification. Feature extraction techniques included Short-Time Fourier Transform (STFT), Discrete Wavelet Transform (DWT), Continuous Wavelet Transform (CWT), and Wavelet Packet Decomposition (WPD).

Results: EMG data from 608 participants (266 ALS, 89 myopathy, 253 non-disease controls), totaling 11,456 muscle recordings, and 15,613 segments of muscle activity were included. The muscle activity detection model achieved 85.4% accuracy. For clinical category classification, CWT with a two-layer CNN performed best on the CCFDB (62% accuracy). Deeper CNN architectures did not consistently improve performance. On the publicly available curated EMGlab dataset, the best accuracy using the same AI models was higher (91%).

Discussion: AI can assist in EMG analysis, but the performance gap between curated and clinically-acquired datasets underscores the need for robust models capable of handling signal variability and complexity in authentic clinical contexts. Future efforts should focus on clinically-oriented AI development to improve translational applicability.

简介/目的:人工智能(AI)在分析肌电图(EMG)信号方面已经显示出潜力,但临床适用性仍然受到基于小型、精心策划的数据集和不同准确性的研究的限制。本研究评估了人工智能在将针肌电图(EMG)信号分类为肌肉活动与背景/噪声/伪影方面的表现,然后区分了三种临床类别:肌萎缩性侧索硬化症(ALS)、肌病和非疾病对照。方法:数据来自克利夫兰诊所基金会肌电信号数据库(CCFDB),这是一个大型临床获得的肌电信号数据集。采用两步分类方法:卷积神经网络(CNN)从背景/噪声/伪影中分离肌肉活动,然后使用随机森林算法和CNN进行临床类别分类。特征提取技术包括短时傅里叶变换(STFT)、离散小波变换(DWT)、连续小波变换(CWT)和小波包分解(WPD)。结果:608名参与者(肌萎缩侧索硬化症266人,肌病89人,非疾病对照253人)的肌电图数据,共计11456条肌肉记录,15613段肌肉活动被纳入研究。肌肉活动检测模型准确率达到85.4%。对于临床分类,两层CNN的CWT在CCFDB上表现最好(准确率62%)。深度CNN架构并没有持续提高性能。在公开的EMGlab数据集上,使用相同的人工智能模型的最佳准确率更高(91%)。讨论:人工智能可以帮助进行肌电图分析,但精心策划的数据集和临床获取的数据集之间的性能差距强调了对能够在真实临床环境中处理信号变异性和复杂性的强大模型的需求。未来的工作应侧重于面向临床的人工智能开发,以提高翻译适用性。
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Muscle & Nerve
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