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应对海量数据:对北中部癌症治疗组试验中的不良事件数据的评估

Dealing with a deluge of data: an assessment of adverse event data on North Central Cancer Treatment Group trials.

作者信息

Mahoney Michelle R, Sargent Daniel J, O'Connell Michael J, Goldberg Richard M, Schaefer Paul, Buckner Jan C

机构信息

Mayo Clinic and Mayo Foundation, Rochester, MN 55905, USA.

出版信息

J Clin Oncol. 2005 Dec 20;23(36):9275-81. doi: 10.1200/JCO.2004.00.0588.

Abstract

PURPOSE

Adverse events (AEs) are monitored in clinical trials for patient safety, to satisfy reporting requirements, and develop safety profiles. Recently, much attention has been placed on the reporting of serious AEs (SAEs) that are either life threatening or lethal in clinical trials. However, SAEs comprise a small subset of all AE data collected for trials; the majority of AE data collected are routine AEs (RAEs) regarding non-life-threatening events. We assessed the utility of the RAE data collected, relative to the volume.

PATIENTS AND METHODS

We surveyed the RAE data from 26 North Central Cancer Treatment Group coordinated trials.

RESULTS

A total of 8,318 (11%) of 75,598 of RAEs required queries. Of these, 86% were protocol-required RAEs, 83% of RAEs required per protocol were within normal limits (eg, platelets) or not present, and 61% of extra AEs were mild. One fifth of RAEs were considered unlikely to be related or unrelated to treatment. Overall, 3% of events were severe, life threatening, or caused death. Only 1% of RAE data reported required expedited reporting (eg, via Adverse Event Expedited Reporting System). Results indicate that 72% of RAEs would be eliminated if only the maximum severity per patient and type were required. These results were validated in a large phase III trial.

CONCLUSION

The majority of RAEs identified, transcribed, and entered are not clinically important. Our data suggest that reducing the number of AEs monitored will affect substantially neither overall patient safety nor compromise evaluation of regimens undergoing testing. We present several considerations for such a reduction in data collection, as well as a policy that we have used to address the deluge of RAE data.

摘要

目的

在临床试验中监测不良事件(AE)以保障患者安全、满足报告要求并建立安全性概况。最近,临床试验中对严重不良事件(SAE)的报告给予了很多关注,这些严重不良事件要么危及生命要么致命。然而,SAE只是试验收集的所有AE数据中的一小部分;收集的大部分AE数据是关于非危及生命事件的常规不良事件(RAE)。我们评估了所收集的RAE数据相对于其数量的效用。

患者和方法

我们调查了北中部癌症治疗组协调的26项试验中的RAE数据。

结果

在75598例RAE中,共有8318例(11%)需要查询。其中,86%是方案要求的RAE,按方案要求的RAE中有83%在正常范围内(如血小板)或不存在,额外AE中有61%为轻度。五分之一的RAE被认为不太可能与治疗相关或不相关。总体而言,3%的事件严重、危及生命或导致死亡。报告的RAE数据中只有1%需要快速报告(如通过不良事件快速报告系统)。结果表明,如果仅要求报告每位患者每种类型的最大严重程度,72%的RAE将被剔除。这些结果在一项大型III期试验中得到了验证。

结论

识别、转录和录入的大多数RAE在临床上并不重要。我们的数据表明,减少监测的AE数量对总体患者安全影响不大,也不会损害对正在测试的治疗方案的评估。我们提出了减少数据收集的几点考虑,以及我们用来处理大量RAE数据的一项政策。

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