Go Leonard, Budinger G R Scott, Kwasny Mary J, Peng Jie, Forel Jean-Marie, Papazian Laurent, Jain Manu
1Division of Pulmonary Critical Care, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL.2Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL.3Réanimation des Détresses Respiratoires et des Infections Sévères, Hôpitaux de Marseille, Hôpital Nord, Marseille, France.4Faculté de Médecine, Aix-Marseille Université, URMITE UMR CNRS 7278, Marseille, France.
Crit Care Med. 2016 Jan;44(1):e40-4. doi: 10.1097/CCM.0000000000001295.
Acute respiratory distress syndrome trials powered for mortality require significant resources, limiting the number of evaluable therapies. Validation of intermediate endpoints would enhance the feasibility of testing novel acute respiratory distress syndrome therapies in pilot studies and potentially reduce the frequency of failed large clinical trials. We sought to determine whether a change in the oxygenation index over the first 7 days of acute respiratory distress syndrome could discriminate between therapies likely or unlikely to show benefit in larger clinical trials.
A derivation cohort from three acute respiratory distress syndrome studies was used to estimate the 7-day change in oxygenation index. Receiver operating characteristic curves were used to calculate optimal thresholds and predictability of the change in oxygenation index for 28-day mortality and ventilator-free days. The thresholds were then validated in two cohorts. Then, for each individual acute respiratory distress syndrome study, the threshold 7-day oxygenation index change was tested as an outcome measure and compared with mortality and ventilator-free days as reported in the original study.
Medical ICUs.
Acute respiratory distress syndrome patients.
Various.
Change in oxygenation index, 28-day mortality, and ventilator-free days. In the derivation cohort, the mean 7-day oxygenation index improved by 4.2 (± 11.7) in 28-day survivors compared with an increase of 2.4 (± 11.6) in 28-day nonsurvivors (p < 0.001). The mean 7-day oxygenation index decreased by 5.9 (± 8.4) in patients with more than 14 ventilator-free days, compared with a decrease of 1.9 (± 12.4) among those with less than 14 ventilator-free days (p = 0.001). The optimal 7-day oxygenation index threshold for predicting mortality was an increase of 1.71 and for predicting less than 14 ventilator-free days, a decrease of 2.34. When used as a surrogate endpoint, the optimal 7-day oxygenation index change closely approximated mortality and ventilator-free day outcomes in three Acute Respiratory Distress Syndrome Network studies used for the derivation cohort and a distinct study used for validation. The change in oxygenation index was a poor predictor of individual patient outcome.
Failure to meet a threshold improvement in the oxygenation index over the first 7 days of therapy can be used to identify therapies unlikely to succeed in subsequent trials powered for mortality and ventilator-free days. By reducing trial time and costs, use of the 7-day oxygenation index change as an intermediate endpoint could increase the number of clinical trials of promising therapies for acute respiratory distress syndrome and reduce the number of large-scale trials of therapies unlikely to be of benefit.
以死亡率为指标的急性呼吸窘迫综合征试验需要大量资源,这限制了可评估疗法的数量。验证中间终点将提高在试点研究中测试新型急性呼吸窘迫综合征疗法的可行性,并有可能减少大型临床试验失败的频率。我们试图确定急性呼吸窘迫综合征最初7天内氧合指数的变化是否能够区分在更大规模临床试验中可能或不太可能显示出益处的疗法。
来自三项急性呼吸窘迫综合征研究的推导队列用于估计氧合指数的7天变化。采用受试者工作特征曲线来计算最佳阈值以及氧合指数变化对28天死亡率和无呼吸机天数的预测能力。然后在两个队列中对这些阈值进行验证。接着,对于每项急性呼吸窘迫综合征个体研究,将阈值7天氧合指数变化作为一项结局指标进行测试,并与原始研究中报告的死亡率和无呼吸机天数进行比较。
医学重症监护病房。
急性呼吸窘迫综合征患者。
多种多样。
氧合指数变化、28天死亡率和无呼吸机天数。在推导队列中,28天存活者的平均7天氧合指数改善了4.2(±11.7),而28天非存活者增加了2.4(±11.6)(p<0.001)。无呼吸机天数超过14天的患者平均7天氧合指数下降了5.9(±8.4),而无呼吸机天数少于14天的患者下降了1.9(±12.4)(p = 0.001)。预测死亡率的最佳7天氧合指数阈值为增加1.71,预测无呼吸机天数少于14天的最佳阈值为下降2.34。当用作替代终点时,最佳7天氧合指数变化在用于推导队列的三项急性呼吸窘迫综合征网络研究以及用于验证的一项不同研究中,与死亡率和无呼吸机天数结果非常接近。氧合指数变化对个体患者结局的预测能力较差。
在治疗的最初7天内未达到氧合指数改善阈值可用于识别在后续以死亡率和无呼吸机天数为指标的试验中不太可能成功的疗法。通过减少试验时间和成本,将7天氧合指数变化用作中间终点可增加针对急性呼吸窘迫综合征的有前景疗法的临床试验数量,并减少不太可能有益的疗法的大规模试验数量。