Division of Cancer Prevention, National Cancer Institute, Bethesda, MD 20892, USA.
Semin Oncol. 2010 Jun;37(3):216-23. doi: 10.1053/j.seminoncol.2010.05.009.
The most rigorous and valid approach to evaluating cancer screening modalities is the randomized controlled trial (RCT). RCTs are major undertakings and the intricacies of trial design, operations, and management are generally underappreciated by the typical researcher. The purpose of this article is to inform the reader of the "nuts and bolts" of designing and conducting cancer screening RCTs. Following a brief introduction as to why RCTs are critical in evaluating screening modalities, we discuss design considerations, including the choice of design type and duration of follow-up. We next present an approach to sample-size calculations. We then discuss aspects of trial implementation, including recruitment, randomization, and data management. A discussion of commonly employed data analyses comes next, and includes methods for the primary analysis (comparison of cause-specific mortality rates between the screened and control arms for the cancer of interest), as well as for secondary endpoints such as sensitivity. We follow with a discussion of sequential monitoring and interim analysis techniques, which are used to examine the primary outcome while the trial is ongoing. We close with thoughts on lessons learned from past cancer screening RCTs and provide recommendations for future trials. Throughout the presentation we illustrate topics with examples from completed or ongoing RCTs, including the Prostate, Lung, Colorectal and Ovarian (PLCO) Cancer Screening Trial and the National Lung Screening Trial (NLST).
评估癌症筛查方法最严格和有效的方法是随机对照试验(RCT)。RCT 是重大的研究项目,试验设计、操作和管理的复杂性通常不为典型的研究人员所理解。本文的目的是让读者了解设计和进行癌症筛查 RCT 的“要点”。在简要介绍 RCT 在评估筛查方法中的重要性之后,我们将讨论设计考虑因素,包括设计类型和随访时间的选择。接下来,我们介绍一种样本量计算方法。然后,我们讨论试验实施的各个方面,包括招募、随机化和数据管理。接下来是对常用数据分析的讨论,包括主要分析(对感兴趣癌症的筛查组和对照组之间的特定原因死亡率进行比较)的方法,以及次要终点(如敏感性)的方法。接下来是关于序贯监测和中期分析技术的讨论,这些技术用于在试验进行时检查主要结果。最后,我们将讨论从过去的癌症筛查 RCT 中吸取的经验教训,并为未来的试验提供建议。在整个演讲过程中,我们用已完成或正在进行的 RCT 的例子来说明主题,包括前列腺、肺、结直肠和卵巢(PLCO)癌症筛查试验和国家肺癌筛查试验(NLST)。