Leisenring Wendy M, Mertens Ann C, Armstrong Gregory T, Stovall Marilyn A, Neglia Joseph P, Lanctot Jennifer Q, Boice John D, Whitton John A, Yasui Yutaka
Cancer Prevention and Clinical Statistics Programs, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA.
J Clin Oncol. 2009 May 10;27(14):2319-27. doi: 10.1200/JCO.2008.21.1813. Epub 2009 Apr 13.
The Childhood Cancer Survivor Study (CCSS) is a comprehensive multicenter study designed to quantify and better understand the effects of pediatric cancer and its treatment on later health, including behavioral and sociodemographic outcomes. The CCSS investigators have published more than 100 articles in the scientific literature related to the study. As with any large cohort study, high standards for methodologic approaches are imperative for valid and generalizable results. In this article we describe methodological issues of study design, exposure assessment, outcome validation, and statistical analysis. METHODS for handling missing data, intrafamily correlation, and competing risks analysis are addressed; each with particular relevance to pediatric cancer survivorship research. Our goal in this article is to provide a resource and reference for other researchers working in the area of long-term cancer survivorship.
儿童癌症幸存者研究(CCSS)是一项全面的多中心研究,旨在量化并更好地理解儿童癌症及其治疗对后续健康的影响,包括行为和社会人口统计学结果。CCSS的研究人员已在与该研究相关的科学文献中发表了100多篇文章。与任何大型队列研究一样,为获得有效且可推广的结果,方法学方法必须高标准。在本文中,我们描述了研究设计、暴露评估、结果验证和统计分析的方法学问题。文中讨论了处理缺失数据、家庭内相关性和竞争风险分析的方法;每种方法都与儿童癌症幸存者研究特别相关。我们撰写本文的目的是为长期癌症幸存者领域的其他研究人员提供一种资源和参考。