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肿瘤学中的受限网络治疗获益。

Restricted Net Treatment Benefit in oncology.

机构信息

Medical Oncology, Hospices Civils de Lyon, CITOHL, Lyon, France; Direction de la Recherche Clinique et de l'Innovation, Centre Léon Bérard, Lyon, France; Laboratoire MSC Matière et Systèmes Complexes, Université de Paris, CNRS UMR 7057, 75006 Paris, France.

Neurobiology Research Unit and BrainDrugs, Copenhagen University Hospital, Rigshospitalet, 6-8 Inge Lehmanns Vej, 2100 Copenhagen, Denmark; Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.

出版信息

J Clin Epidemiol. 2024 Jun;170:111340. doi: 10.1016/j.jclinepi.2024.111340. Epub 2024 Apr 1.

Abstract

OBJECTIVES

The restricted Net Treatment Benefit (rNTB) is a clinically meaningful and tractable estimand of the overall treatment effect assessed in randomized trials when at least one survival endpoint with time restriction is used. Its interpretation does not rely on parametric assumptions such as proportional hazards, can be estimated without bias even in the presence of independent right-censoring, and can include a prespecified threshold of minimal clinically relevant difference. To demonstrate that the rNTB, corresponding to the NTB during a predefined time interval, is a meaningful and adaptable measure of treatment effect in clinical trials.

METHODS

In this simulation study, we tested the impact on the rNTB value, estimation, and power of several factors including the presence of a delayed treatment effect, minimal clinically relevant difference threshold value, restriction time value, and the inclusion of both efficacy and toxicity in the rNTB definition. The impact of right censoring on rNTB was assessed in terms of bias. rNTB-derived statistical tests and log rank (LR) tests were compared in terms of power.

RESULTS

RNTB estimates are unbiased even in case of right-censoring. rNTB may be used to estimate the benefit/risk ratio of a new treatment, for example, taking into account both survival and toxicity and include several prioritized outcomes. The estimated rNTB is much easier to interpret in this context compared to NTB in the presence of censoring since the latter is intrinsically dependent on the follow-up duration. Including toxicity increases the test power when the experimental treatment is less toxic. rNTB-derived test power increases when the experimental treatment is associated with longer survival and lower toxicity and might increase in the presence of a cure rate or a delayed treatment effect. Case applications on the PRODIGE, Checkmate-066, and Checkmate-067 trials are provided.

CONCLUSIONS

RNTB is an interesting alternative to describe and test the treatment's effect in a clear and understandable way in case of restriction, particularly in scenarios with nonproportional hazards or when trying to balance benefit and safety. It can be tuned to take into consideration short- or long-term survival differences and one or more prioritized outcomes.

摘要

目的

在至少使用一个具有时间限制的生存终点评估随机试验时,受限净治疗效益(rNTB)是一种临床上有意义且易于处理的总体治疗效果估计值。它的解释不依赖于参数假设,如比例风险,可以在存在独立右删失的情况下进行无偏估计,并且可以包括预定的最小临床相关差异阈值。证明 rNTB(在预定义时间间隔内对应于 NTB)是临床试验中治疗效果的有意义和适应性衡量标准。

方法

在这项模拟研究中,我们测试了几个因素对 rNTB 值、估计值和功效的影响,包括延迟治疗效果、最小临床相关差异阈值、限制时间值以及将疗效和毒性都纳入 rNTB 定义。右删失对 rNTB 的影响是根据偏差来评估的。rNTB 衍生的统计检验和对数秩(LR)检验在功效方面进行了比较。

结果

即使存在右删失,rNTB 估计值也是无偏的。rNTB 可用于估计新治疗的获益/风险比,例如,同时考虑生存和毒性,并纳入几个优先考虑的结局。在存在删失的情况下,与 NTB 相比,rNTB 更容易解释,因为后者本质上取决于随访时间。当实验治疗毒性较低时,纳入毒性会增加检验效能。当实验治疗与更长的生存时间和更低的毒性相关时,rNTB 衍生的检验效能会增加,并且在存在治愈率或延迟治疗效果的情况下可能会增加。在 PRODIGE、Checkmate-066 和 Checkmate-067 试验中提供了案例应用。

结论

在存在限制的情况下,rNTB 是一种有趣的替代方法,可以以清晰易懂的方式描述和检验治疗效果,特别是在存在非比例风险或试图平衡获益和安全性的情况下。它可以进行调整,以考虑短期或长期生存差异以及一个或多个优先考虑的结局。

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