Erik P. Pioro , Benjamin Rix Brooks , Ying Liu , Jeffrey Zhang , Stephen Apple
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The best model differentiated 4 nonlinear trajectories in ALS subjects. ALSFRS-R total score in MTPA IV edaravone-treated and placebo-treated subjects was evaluated for these 4 nonlinear latent class trajectory groups.</div></div><div><h3>Methods</h3><div>Disease trajectories of MCI186‐19 MTPA IV edaravone-treated or placebo-treated ALS subjects who completed the double-blind period were investigated using latent class analysis (LCA) statistical models to identify potential unique nonlinear ALSFRS-R disease trajectories.</div></div><div><h3>Results</h3><div>ALSFRS-R trajectories revealed 4 unique nonlinear trajectory latent classes per treatment group in MTPA IV edaravone-treated and placebo-treated ALS subjects completing the MCI186‐19 double-blind period. Latent classes 2‐4 had statistically significant slowing of ALSFRS-R total score decline in the predicted nonlinear trajectories of MTPA IV edaravone-treated vs placebo-treated ALS subjects.</div></div><div><h3>Conclusions</h3><div>This post hoc analysis suggests MTPA IV edaravone treatment results in slower ALSFRS-R decline vs placebo in most predicted nonlinear trajectories. LCA is a novel approach that may benefit future trial analyses.</div></div>","PeriodicalId":17417,"journal":{"name":"Journal of the Neurological Sciences","volume":"467 ","pages":"Article 123290"},"PeriodicalIF":3.6000,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Efficacy of Radicava® IV (intravenous edaravone) in subjects with differing trajectories of disease progression in amyotrophic lateral sclerosis: Use of a novel statistical approach for post hoc analysis of a pivotal phase 3 clinical trial\",\"authors\":\"Erik P. Pioro , Benjamin Rix Brooks , Ying Liu , Jeffrey Zhang , Stephen Apple\",\"doi\":\"10.1016/j.jns.2024.123290\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><div>Subjects with amyotrophic lateral sclerosis (ALS) treated with Radicava® (edaravone) IV (intravenous; Mitsubishi Tanabe Pharma America [MTPA], hereafter “MTPA IV edaravone”) in Study MCI186‐19 had a significantly slower physical functional decline vs placebo-treated subjects as measured by the revised ALS Functional Rating Scale (ALSFRS-R) and analyzed by the linear mixed model for repeated measures (MMRM). This Study 19 post hoc analysis of MTPA IV edaravone-treated and placebo-treated subjects evaluated linear and nonlinear latent class mixed models defining trajectories based on identifying the model with the lowest Bayesian information criterion. The best model differentiated 4 nonlinear trajectories in ALS subjects. ALSFRS-R total score in MTPA IV edaravone-treated and placebo-treated subjects was evaluated for these 4 nonlinear latent class trajectory groups.</div></div><div><h3>Methods</h3><div>Disease trajectories of MCI186‐19 MTPA IV edaravone-treated or placebo-treated ALS subjects who completed the double-blind period were investigated using latent class analysis (LCA) statistical models to identify potential unique nonlinear ALSFRS-R disease trajectories.</div></div><div><h3>Results</h3><div>ALSFRS-R trajectories revealed 4 unique nonlinear trajectory latent classes per treatment group in MTPA IV edaravone-treated and placebo-treated ALS subjects completing the MCI186‐19 double-blind period. Latent classes 2‐4 had statistically significant slowing of ALSFRS-R total score decline in the predicted nonlinear trajectories of MTPA IV edaravone-treated vs placebo-treated ALS subjects.</div></div><div><h3>Conclusions</h3><div>This post hoc analysis suggests MTPA IV edaravone treatment results in slower ALSFRS-R decline vs placebo in most predicted nonlinear trajectories. 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引用次数: 0
摘要
导言:在 MCI186-19 研究中,接受 Radicava® (依达拉奉)静脉注射(静脉注射;三菱田边制药美国公司 [MTPA],以下简称 "MTPA IV 依达拉奉")治疗的肌萎缩性脊髓侧索硬化症(ALS)受试者与接受安慰剂治疗的受试者相比,其身体功能衰退速度明显较慢,这是由修订后的 ALS 功能评定量表(ALSFRS-R)衡量的,并通过重复测量线性混合模型(MMRM)进行了分析。这项研究 19 对 MTPA IV 依达拉奉治疗和安慰剂治疗受试者进行了事后分析,评估了线性和非线性潜类混合模型,并根据贝叶斯信息标准确定了具有最低贝叶斯信息标准的模型。最佳模型区分了 ALS 受试者的 4 种非线性轨迹。针对这4个非线性潜类轨迹组,评估了MTPA IV依达拉奉治疗和安慰剂治疗受试者的ALSFRS-R总分:使用潜类分析(LCA)统计模型研究了完成双盲期的MCI186-19 MTPA IV依达拉奉治疗或安慰剂治疗的ALS受试者的疾病轨迹,以识别潜在的独特非线性ALSFRS-R疾病轨迹:在完成 MCI186-19 双盲期的 MTPA IV 依达拉奉治疗和安慰剂治疗 ALS 受试者中,每个治疗组的 ALSFRS-R 轨迹显示出 4 个独特的非线性轨迹潜类。在 MTPA IV 依达拉奉治疗与安慰剂治疗 ALS 受试者的预测非线性轨迹中,潜伏类别 2-4 在统计学上显著减缓了 ALSFRS-R 总分的下降:结论:这项事后分析表明,在大多数预测的非线性轨迹中,MTPA IV 依达拉奉治疗与安慰剂相比会导致 ALSFRS-R 下降更慢。LCA是一种新颖的方法,可能对未来的试验分析有所裨益。
Efficacy of Radicava® IV (intravenous edaravone) in subjects with differing trajectories of disease progression in amyotrophic lateral sclerosis: Use of a novel statistical approach for post hoc analysis of a pivotal phase 3 clinical trial
Introduction
Subjects with amyotrophic lateral sclerosis (ALS) treated with Radicava® (edaravone) IV (intravenous; Mitsubishi Tanabe Pharma America [MTPA], hereafter “MTPA IV edaravone”) in Study MCI186‐19 had a significantly slower physical functional decline vs placebo-treated subjects as measured by the revised ALS Functional Rating Scale (ALSFRS-R) and analyzed by the linear mixed model for repeated measures (MMRM). This Study 19 post hoc analysis of MTPA IV edaravone-treated and placebo-treated subjects evaluated linear and nonlinear latent class mixed models defining trajectories based on identifying the model with the lowest Bayesian information criterion. The best model differentiated 4 nonlinear trajectories in ALS subjects. ALSFRS-R total score in MTPA IV edaravone-treated and placebo-treated subjects was evaluated for these 4 nonlinear latent class trajectory groups.
Methods
Disease trajectories of MCI186‐19 MTPA IV edaravone-treated or placebo-treated ALS subjects who completed the double-blind period were investigated using latent class analysis (LCA) statistical models to identify potential unique nonlinear ALSFRS-R disease trajectories.
Results
ALSFRS-R trajectories revealed 4 unique nonlinear trajectory latent classes per treatment group in MTPA IV edaravone-treated and placebo-treated ALS subjects completing the MCI186‐19 double-blind period. Latent classes 2‐4 had statistically significant slowing of ALSFRS-R total score decline in the predicted nonlinear trajectories of MTPA IV edaravone-treated vs placebo-treated ALS subjects.
Conclusions
This post hoc analysis suggests MTPA IV edaravone treatment results in slower ALSFRS-R decline vs placebo in most predicted nonlinear trajectories. LCA is a novel approach that may benefit future trial analyses.
期刊介绍:
The Journal of the Neurological Sciences provides a medium for the prompt publication of original articles in neurology and neuroscience from around the world. JNS places special emphasis on articles that: 1) provide guidance to clinicians around the world (Best Practices, Global Neurology); 2) report cutting-edge science related to neurology (Basic and Translational Sciences); 3) educate readers about relevant and practical clinical outcomes in neurology (Outcomes Research); and 4) summarize or editorialize the current state of the literature (Reviews, Commentaries, and Editorials).
JNS accepts most types of manuscripts for consideration including original research papers, short communications, reviews, book reviews, letters to the Editor, opinions and editorials. Topics considered will be from neurology-related fields that are of interest to practicing physicians around the world. Examples include neuromuscular diseases, demyelination, atrophies, dementia, neoplasms, infections, epilepsies, disturbances of consciousness, stroke and cerebral circulation, growth and development, plasticity and intermediary metabolism.