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重症肌无力的网络连通性、研究间异质性和时间点挑战:间接治疗比较的可行性评估

Network connectivity, between-study heterogeneity and timepoint challenges in generalized myasthenia gravis: a feasibility assessment of indirect treatment comparisons.

作者信息

Gilhus Nils Erik, Jacob Saiju, Hashim Mahmoud, Sanden Suzy Van, Drudge Christopher, Nero Anna, Singh Sumeet, Gandhi Kavita, Hutton Brian

机构信息

Department of Clinical Medicine, University of Bergen, Bergen, Norway.

Department of Neurology, Haukeland University Hospital, Bergen, Norway.

出版信息

J Comp Eff Res. 2025 Jun;14(6):e250009. doi: 10.57264/cer-2025-0009. Epub 2025 May 5.

Abstract

We performed a feasibility assessment to systematically evaluate randomized controlled trials (RCTs) for generalized myasthenia gravis (gMG) treatments. The goal was to identify the advantages and disadvantages of different indirect treatment comparison (ITC) methods. A systematic literature review was conducted to identify relevant gMG RCTs for ITCs. The feasibility of ITCs was assessed by comparing design (including study duration and dosing schedules), population and outcome characteristics of retrieved trials, investigating network connectivity and considering appropriate ITC methods to address identified challenges. The feasibility assessment considered 15 relevant RCTs for gMG treatments. Several barriers to conducting robust ITCs were identified, including within-trial imbalances in patient characteristics, small trial sizes and cross-trial differences in potential treatment effect modifiers (TEMs; e.g., antibody status, disease duration and prior treatment exposure). Further, heterogeneity in placebo administration characteristics and background therapies, and cross-trial variation in placebo response for key outcomes were noted. Additionally, treatment strategies (i.e., cyclical vs continuous), dosing schedules and outcome assessment timepoints were inconsistent across trials, necessitating careful consideration of methods and timepoints when interpreting outcomes. The findings suggest that ITCs anchored on placebo as a common comparator may be prone to bias, and more than one ITC approach may be necessary. ITC analyses in gMG have inherent challenges related to imbalanced treatment effect modifiers, network connectivity, varying dosing strategies and assessment timepoints. Multiple approaches to ITCs, with careful evaluation of underlying assumptions and limitations, are advised to limit bias and ensure robust comparative efficacy estimates are available to decision makers.

摘要

我们进行了一项可行性评估,以系统评价针对全身型重症肌无力(gMG)治疗的随机对照试验(RCT)。目的是确定不同间接治疗比较(ITC)方法的优缺点。进行了一项系统文献综述,以识别用于ITC的相关gMG RCT。通过比较设计(包括研究持续时间和给药方案)、检索到的试验的人群和结局特征、调查网络连通性以及考虑合适的ITC方法来应对已识别的挑战,对ITC的可行性进行了评估。该可行性评估考虑了15项与gMG治疗相关的RCT。确定了开展稳健ITC的几个障碍,包括试验内患者特征不均衡、试验规模小以及潜在治疗效应修饰因素(TEM;例如抗体状态、疾病持续时间和既往治疗暴露)的跨试验差异。此外,还注意到安慰剂给药特征和背景治疗的异质性,以及关键结局的安慰剂反应的跨试验变异。此外,各试验的治疗策略(即周期性与连续性)、给药方案和结局评估时间点不一致,在解释结局时需要仔细考虑方法和时间点。研究结果表明,以安慰剂作为共同对照的ITC可能容易产生偏差,可能需要不止一种ITC方法。gMG中的ITC分析存在与治疗效应修饰因素不均衡、网络连通性、不同给药策略和评估时间点相关的固有挑战。建议采用多种ITC方法,并仔细评估潜在假设和局限性,以限制偏差,并确保为决策者提供稳健的比较疗效估计值。

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