Mitsubishi Tanabe Pharma Corporation, Tokyo, Japan.
Department of Neurology, Toho University Faculty of Medicine, Tokyo, Japan.
Muscle Nerve. 2022 Nov;66(5):583-592. doi: 10.1002/mus.27699. Epub 2022 Sep 2.
INTRODUCTION/AIMS: Edaravone in amyotrophic lateral sclerosis (ALS) was analyzed in two phase 3 studies (MCI186-16 and MCI186-19). Those trials enrolled patients with Japanese ALS severity grades 1 and 2 (less severe ALS), but many patients progressed to grades 3 and 4 during the double-blind treatment period. The placebo patients who initiated edaravone treatment in the open-label periods provided an opportunity to assess the effects of edaravone in more severe ALS. This study also assessed the association between ALS Functional Rating Scale-Revised (ALSFRS-R) slope and biomarker changes after open-label edaravone initiation.
Change in ALSFRS-R slope in placebo patients before and after initiating edaravone treatment was assessed using the random coefficient model. The association of ALSFRS-R change and blood marker changes was explored by the least absolute shrinkage and selection operator (LASSO) method of machine learning.
Twenty-four percent of patients (35/146) in the placebo-edaravone group showed ≥25% slowing of decline in the ALSFRS-R slope. Within the 25% slower-decline group, 60% (21/35) had Japanese ALS severity grades 3 or 4 at the start of edaravone treatment. The LASSO model identified serum urate as associated with the percentage change in ALSFRS-R slope. The rate of decrease in urate was smaller in the 25% slower-decline group than in the non-25% slower-decline group during edaravone treatment.
This post hoc analysis indicated that ALS patients, including those with advanced ALS severity grades, may receive benefit in the group of patients whose urate levels are stable during the course of the edaravone treatment.
简介/目的:在两项 3 期研究(MCI186-16 和 MCI186-19)中分析了依达拉奉在肌萎缩侧索硬化症(ALS)中的作用。这些试验招募了日本 ALS 严重程度等级 1 和 2(较不严重的 ALS)的患者,但许多患者在双盲治疗期间进展为等级 3 和 4。在开放标签期间开始接受依达拉奉治疗的安慰剂患者为评估依达拉奉在更严重的 ALS 中的疗效提供了机会。本研究还评估了开放标签依达拉奉治疗后 ALSFRS-R 斜率和生物标志物变化之间的关联。
使用随机系数模型评估安慰剂患者在开始依达拉奉治疗前后 ALSFRS-R 斜率的变化。通过机器学习的最小绝对值收缩和选择算子(LASSO)方法探索 ALSFRS-R 变化与血液标志物变化的相关性。
安慰剂-依达拉奉组 24%的患者(35/146)ALSFRS-R 斜率下降速度≥25%。在下降速度较慢的 25%患者中,60%(21/35)在开始依达拉奉治疗时日本 ALS 严重程度等级为 3 或 4。LASSO 模型确定血清尿酸与 ALSFRS-R 斜率的百分比变化相关。在依达拉奉治疗期间,尿酸下降率在下降速度较慢的 25%患者组中比在非下降速度较慢的 25%患者组中较小。
这项事后分析表明,包括严重程度较高的 ALS 患者在内的 ALS 患者可能会从尿酸水平在依达拉奉治疗过程中稳定的患者群体中获益。