Department of Biostatistics, University of Washington, Seattle, WA 98195-7232, USA.
Clin Trials. 2011 Aug;8(4):432-9. doi: 10.1177/1740774511410994.
Suppose a standard therapy (Standard) has been established to provide a clinically important reduction in risk of irreversible morbidity or mortality. In that setting, the safety and efficacy of an experimental intervention likely would be assessed in a clinical trial providing a comparison with Standard rather than a placebo arm. Such a trial often is designed to assess whether the efficacy of the experimental intervention is not unacceptably worse than that of Standard, and is called a non-inferiority trial. Formally, the non-inferiority trial usually is designed to rule out a non-inferiority margin, defined as the minimum threshold for what would constitute an unacceptable loss of efficacy.
Even though the literature has many important articles identifying various approaches to the design and conduct of non-inferiority trials, confusion remains especially regarding key considerations for selecting the non-inferiority margin. The purpose of this article is to provide improved clarity regarding these considerations.
We present scientific insights into many factors that should be addressed in the design and conduct of non-inferiority trials to enhance their integrity and reliability, and provide motivation for key considerations that guide the selection of non-inferiority margins. We also provide illustrations and insights from recent experiences.
Two considerations are essential, and should be addressed in separate steps, in the formulation of the non-inferiority margin. First, the margin should be formulated using adjustments to account for bias or lack of reliability in the estimate of the effect of Standard in the non-inferiority trial setting. Second, the non-inferiority margin should be formulated to achieve preservation of an appropriate percentage of the effect of Standard.
The considerations, in particular regarding the importance of preservation of effect, might not apply to settings where it would be ethical as well as clinically relevant to include both Standard and placebo arms in the trial for direct comparisons with the experimental intervention arm.
Non-inferiority trials with non-rigorous margins allow substantial risk for accepting inadequately effective experimental regimens, leading to the risk of erosion in quality of health care. The design and conduct of non-inferiority trials, including selection of non-inferiority margins, should account for many factors that can induce bias in the estimated effect of Standard in the non-inferiority trial and thus lead to bias in the estimated effect of the experimental treatment, for the need to ensure the experimental treatment preserves a clinically acceptable fraction of Standard's effect, and for the particular vulnerability of the integrity of a non-inferiority trial to the irregularities in trial conduct. Due to the inherent uncertainties in non-inferiority trials, alternative designs should be pursued whenever possible.
假设已经确定了一种标准疗法(Standard),以显著降低不可逆发病率或死亡率的风险。在这种情况下,实验性干预措施的安全性和有效性很可能会在临床试验中进行评估,该试验将其与 Standard 进行比较,而不是安慰剂组。此类试验通常旨在评估实验性干预措施的疗效是否不会明显差于 Standard,这种试验称为非劣效性试验。从形式上看,非劣效性试验通常旨在排除非劣效性边界,即构成疗效不可接受损失的最小阈值。
尽管文献中有许多重要的文章确定了设计和进行非劣效性试验的各种方法,但仍存在混淆,尤其是在选择非劣效性边界方面。本文的目的是为这些考虑因素提供更清晰的认识。
我们提供了有关许多因素的科学见解,这些因素应在非劣效性试验的设计和实施中得到解决,以提高其完整性和可靠性,并为指导非劣效性边界选择的关键考虑因素提供动力。我们还提供了来自最近经验的例证和见解。
在制定非劣效性边界时,有两个考虑因素至关重要,并且应该分两步进行。首先,应该使用调整来制定边界,以考虑在非劣效性试验设置中对 Standard 效果估计的偏差或缺乏可靠性。其次,应制定非劣效性边界,以实现对 Standard 效果的适当百分比的保留。
这些考虑因素,特别是关于保留效果的重要性,可能不适用于在试验中纳入 Standard 和安慰剂组以直接与实验干预组进行比较,从而在伦理和临床方面都有意义的情况。
使用不严格的边界进行的非劣效性试验会导致接受效果不足的实验方案的风险增加,从而导致医疗保健质量下降的风险。非劣效性试验的设计和实施,包括非劣效性边界的选择,应考虑许多因素,这些因素可能会导致非劣效性试验中 Standard 效果估计的偏差,并导致实验性治疗效果的偏差,需要确保实验性治疗保留了 Standard 效果的可接受部分,以及非劣效性试验的完整性特别容易受到试验实施不规则的影响。由于非劣效性试验固有的不确定性,只要有可能,就应寻求替代设计。