From the Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC.
School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC.
Epidemiology. 2019 May;30(3):358-364. doi: 10.1097/EDE.0000000000000966.
Randomized controlled trials (RCTs) for determining efficacy of preexposure prophylaxis (PrEP) in preventing human immunodeficiency virus (HIV) infection have not been conducted among US women because their lower HIV incidence requires impractically large studies. Results from higher-incidence settings, like Sub-Saharan Africa, may not apply to US women owing to differences in age, sexual behavior, coinfections, and adherence.
We propose a novel strategy for evaluating PrEP efficacy in the United States using data from both settings to obtain four parameters: (1) intention-to-treat (ITT) and (2) per-protocol effects in the higher-incidence setting, (3) per-protocol effect generalized to the lower-incidence setting, and (4) back-calculated ITT effect using adherence data from the lower-incidence setting. To illustrate, we simulated two RCTs comparing PrEP against placebo: one in 4000 African women and another in 500 US women. We estimated all parameters using g-computation and report risk ratios averaged over 2000 simulations, alongside the 2.5th and 97.5th percentiles of the simulation results.
Twelve months after randomization, the African ITT and per-protocol risk ratios were 0.65 (0.47, 0.88) and 0.20 (0.08, 0.34), respectively. The US ITT and per-protocol risk ratios were 0.42 (0.20, 0.62) and 0.17 (0.03, 0.38), respectively. These results matched well the simulated true effects.
Our simple demonstration informs the design of future studies seeking to estimate the effectiveness of a treatment (like PrEP) in lower-incidence settings where a traditional RCT would not be feasible. See video abstract at, http://links.lww.com/EDE/B506.
由于美国女性的 HIV 感染率较低,开展评估暴露前预防(PrEP)预防 HIV 感染效果的随机对照试验(RCT)不太可行,因此尚未在美国女性中开展此类试验。来自发病率较高地区(如撒哈拉以南非洲)的研究结果可能不适用于美国女性,因为这些地区的女性在年龄、性行为、合并感染和依从性等方面存在差异。
我们提出了一种新策略,拟通过结合来自高发病率地区和低发病率地区的数据,来评估 PrEP 在美 国的疗效,从而获得四个参数:(1)高发病率地区的意向治疗(ITT)和(2)基于方案的效果,(3)推广到低发病率地区的基于方案的效果,以及(4)使用低发病率地区的依从性数据反推的 ITT 效果。为了说明问题,我们模拟了两项比较 PrEP 与安慰剂的 RCT:一项在 4000 名非洲女性中开展,另一项在美国 500 名女性中开展。我们使用 g 计算法估计了所有参数,并报告了在 2000 次模拟中平均得到的风险比,以及模拟结果的第 2.5 个和第 97.5 个百分位数。
随机分组后 12 个月,非洲的 ITT 和基于方案的风险比分别为 0.65(0.47,0.88)和 0.20(0.08,0.34)。美国的 ITT 和基于方案的风险比分别为 0.42(0.20,0.62)和 0.17(0.03,0.38)。这些结果与模拟的真实效果吻合较好。
我们的简单演示为设计旨在评估在难以开展传统 RCT 的低发病率地区一种治疗方法(如 PrEP)效果的未来研究提供了信息。参见视频摘要,网址为,http://links.lww.com/EDE/B506。