Division of Acute Care Surgery, Department of Surgery, University of Minnesota, Minneapolis.
Division of Acute Care Surgery, Department of Surgery, University of Michigan, Ann Arbor.
JAMA Surg. 2019 Jan 1;154(1):74-79. doi: 10.1001/jamasurg.2018.4318.
The Fragility Index (FI) is the minimum number of participants in a randomized clinical trial (RCT) whose status would have to change from a nonevent (not experiencing the primary end point) to an event (experiencing the primary end point) required to turn a statistically significant result to a nonsignificant result. The FI measures the robustness (or fragility) of the results of an RCT and is an important aid to the clinician's interpretation of RCT results. It has now been recognized that RCTs, which provide the foundation for treatment guideline recommendations, may not be robust.
Most RCTs in surgery and general medicine are fragile (with a low FI score), in contrast to those in cardiac disease and heart failure, where most RCTs are robust (with high FI scores). For clinical trials of trauma, we identified that the median (interquartile range) FI score was 3 (1-8), which means that adding 3 events to the opposite treatment arm in a given RCT eliminated statistical significance. The median Fragility Quotient (the FI score divided by the total study sample size) was 0.016 (0.0043-0.0408).
The provision of high-quality, evidence-based clinical care in surgery for optimal patient outcomes requires a foundation of robust clinical research evidence, and knowledge of the FI will assist in future surgical RCT design. We strongly recommend the routine reporting of FI scores for all future trauma and surgical RCTs to assist in appropriate and optimal decision making in the care of patients who have experienced trauma and/or need surgery. We also recommend the routine inclusion of the FI score in the development of clinical guidelines to assist the clinician in ascertaining whether guideline recommendations are robust. Surgeons should be aware to particularly exercise caution when considering a potential change in clinical practice based on RCTs with a low FI score.
脆弱指数(FI)是指在随机临床试验(RCT)中,需要改变多少名参与者的状态,才能使无事件(未经历主要终点)变为有事件(经历主要终点),从而使统计结果从显著变为不显著。FI 衡量 RCT 结果的稳健性(或脆弱性),是临床医生解释 RCT 结果的重要辅助工具。现在已经认识到,为治疗指南建议提供基础的 RCT 可能并不稳健。
大多数外科和一般医学的 RCT 都是脆弱的(FI 评分较低),与心脏病和心力衰竭的 RCT 形成对比,这些 RCT 较为稳健(FI 评分较高)。对于创伤的临床试验,我们发现中位数(四分位间距)FI 评分为 3(1-8),这意味着在给定的 RCT 中,将 3 例事件添加到相反的治疗组中,就会消除统计学意义。中位数脆弱性系数(FI 评分除以总研究样本量)为 0.016(0.0043-0.0408)。
为了获得最佳患者结局,外科提供高质量、基于证据的临床护理需要稳健的临床研究证据作为基础,并且了解 FI 将有助于未来外科 RCT 的设计。我们强烈建议所有未来的创伤和外科 RCT 常规报告 FI 评分,以协助在患者经历创伤和/或需要手术时进行适当和优化的决策。我们还建议常规将 FI 评分纳入临床指南的制定中,以协助临床医生确定指南建议是否稳健。当考虑基于 FI 评分较低的 RCT 进行潜在的临床实践改变时,外科医生应特别谨慎。