Bandos Hanna, Torres-Saavedra Pedro A, Culakova Eva, Gunn Heather J, Lee Minji K, Duan Fenghai, Cecchini Reena S, Unger Joseph M, Dueck Amylou C, Steingrimsson Jon A
NRG Oncology Statistics and Data Management Center, Pittsburgh, PA 15213, United States.
University of Pittsburgh, School of Public Health, Pittsburgh, PA 15261, United States.
J Natl Cancer Inst Monogr. 2025 Mar 1;2025(68):14-21. doi: 10.1093/jncimonographs/lgae047.
Patient-reported outcomes (PROs) are often collected in cancer clinical trials. Data obtained from trials with PROs are essential in evaluating participant experiences relating to symptoms, financial toxicity, or health-related quality of life. Although most features of clinical trial design, implementation, and analyses apply to trials with PROs, several considerations are unique. In this paper, we focus on specific issues such as selection of the tool, timing and frequency of assessments, and data collection methods. We discuss how the estimand framework can be used in connection with PROs, properties of common estimation methods, and handling of missing outcomes. With a plethora of literature available, we aim to summarize best practices and pragmatic approaches to the design and analysis of the studies incorporating PROs.
患者报告结局(PROs)常在癌症临床试验中收集。从包含PROs的试验中获得的数据对于评估参与者在症状、经济毒性或健康相关生活质量方面的体验至关重要。尽管临床试验设计、实施和分析的大多数特征适用于包含PROs的试验,但仍有一些需要特别考虑的因素。在本文中,我们关注诸如工具的选择、评估的时间和频率以及数据收集方法等具体问题。我们讨论了估计量框架如何与PROs结合使用、常用估计方法的属性以及缺失结局的处理。鉴于现有大量文献,我们旨在总结纳入PROs的研究设计和分析的最佳实践和实用方法。