Unit of PharmacoTherapy, Epidemiology and Economics, Groningen Research Institute of Pharmacy, Groningen, The Netherlands.
Dutch Medicines Evaluation Board, Utrecht, The Netherlands.
Pharmacoepidemiol Drug Saf. 2024 May;33(5):e5810. doi: 10.1002/pds.5810.
Randomized controlled trials are considered the gold standard in regulatory decision making, as observational studies are known to have important methodological limitations. However, real-world evidence may be helpful in specific situations. This review investigates how the effect estimates obtained from randomized controlled trials compare to those obtained from observational studies, using drug therapy for relapsing-remitting multiple sclerosis as an example.
A systematic review of randomized controlled trials and observational studies was conducted. The primary outcome was the annualized relapse rate. Using (network) meta-analysis together with posterior predictive distributions, the drug-specific rate ratios from the network of randomized controlled trials were compared with those from the network of observational studies.
Effect estimates from 26 observational studies showed greater magnitudes and were less precise compared to estimates obtained from 21 randomized controlled trials. Twenty of the 28 treatment comparisons between designs had similar rate ratios. Seven inconsistencies in observed rate ratios could be attributed to two specific disease-modifying therapies.
In this case study, estimates from observational studies predominantly agreed with estimates from randomized controlled trials given their posterior predictive distributions. Multiple observational studies together may therefore supplement additional pivotal randomized controlled trials in relapsing-remitting multiple sclerosis, for instance facilitating the extrapolation of trial results to the broader patient population.
随机对照试验被认为是监管决策的金标准,因为观察性研究已知存在重要的方法学局限性。然而,真实世界的证据在特定情况下可能会有所帮助。本综述以复发性缓解型多发性硬化症的药物治疗为例,调查了从随机对照试验中获得的效应估计与从观察性研究中获得的效应估计有何不同。
进行了一项随机对照试验和观察性研究的系统综述。主要结局是年化复发率。使用(网络)荟萃分析和后验预测分布,将来自随机对照试验网络的药物特异性率比与来自观察性研究网络的率比进行了比较。
与来自 21 项随机对照试验的估计相比,来自 26 项观察性研究的效应估计值更大,且精度更低。在设计之间的 28 种治疗比较中,有 20 种具有相似的率比。7 个观察到的率比不一致可以归因于两种特定的疾病修饰疗法。
在本案例研究中,鉴于其后验预测分布,观察性研究的估计与随机对照试验的估计基本一致。因此,多项观察性研究可以补充复发性缓解型多发性硬化症的其他关键随机对照试验,例如有助于将试验结果推广到更广泛的患者群体。