Katz Nathaniel, Paillard Florence C, Van Inwegen Richard
Analgesic Solutions, Natick, Massachusetts.
Analgesic Solutions, Natick, Massachusetts.
J Pain. 2015 Feb;16(2):116-23. doi: 10.1016/j.jpain.2014.08.005. Epub 2014 Aug 26.
Standardized measures of efficacy are needed to compare analgesic efficacy across trials. The number needed to treat (NNT) is considered a statistically robust and readily interpretable measure to rank the efficacy of treatments, including analgesics. The NNT has become widely utilized to compare the efficacy of chronic pain treatments, helping physicians make treatment decisions and informing decisions for market access, reimbursement, and treatment guidelines. However, the NNT is associated with specific weaknesses in calculation and interpretation not associated with other methods for integrating trial data. These weaknesses include distortions in calculation as placebo effects approach treatment effects, with the possibility of infinite values; difficulties in estimating the NNT's confidence interval; and difficulties in interpretation. The NNT also requires selecting cutoffs of the original variable for dichotomization, with the NNT often changing depending on the cutoff. The NNT also suffers from problems common to other placebo-adjusted endpoints, including being sensitive to study-related and external factors (eg, year of publication). Therefore, clinicians and other stakeholders need to be aware of these issues to correctly calculate, use, and interpret the NNT. Nevertheless, efficacy, as measured by any variable, is only one aspect of a treatment to be considered in determining its place in therapy.
The NNT has become widely utilized to compare the efficacy of chronic pain treatments. This article reviews the uses of the NNT and the potential problems associated with its calculation, use, and interpretation. Clinicians should be aware of these issues when interpreting clinical trial data based on the NNT.
需要标准化的疗效测量方法来比较不同试验中的镇痛效果。治疗所需人数(NNT)被认为是一种统计上稳健且易于解释的测量方法,可用于对包括镇痛药在内的治疗方法的疗效进行排名。NNT已被广泛用于比较慢性疼痛治疗的疗效,帮助医生做出治疗决策,并为市场准入、报销和治疗指南提供决策依据。然而,NNT在计算和解释方面存在一些特定的弱点,这些弱点与整合试验数据的其他方法无关。这些弱点包括当安慰剂效应接近治疗效应时计算出现偏差,可能出现无穷大的值;估计NNT置信区间存在困难;以及解释方面的困难。NNT还需要选择原始变量的二分法截断点,NNT通常会因截断点的不同而变化。NNT还存在其他安慰剂调整终点常见的问题,包括对研究相关和外部因素(如发表年份)敏感。因此,临床医生和其他利益相关者需要了解这些问题,以便正确计算、使用和解释NNT。尽管如此,以任何变量衡量的疗效只是确定治疗在治疗中的地位时需要考虑的一个方面。
NNT已被广泛用于比较慢性疼痛治疗的疗效。本文回顾了NNT的用途以及与其计算、使用和解释相关的潜在问题。临床医生在基于NNT解释临床试验数据时应了解这些问题。