Suppr超能文献

在U统计量中合并删失数据和未删失数据:对细胞治疗研究的设计和样本量的影响

Combining censored and uncensored data in a U-statistic: design and sample size implications for cell therapy research.

作者信息

Moyé Lemuel A, Lai Dejian, Jing Kaiyan, Baraniuk Mary Sarah, Kwak Minjung, Penn Marc S, Wu Colon O

机构信息

University of Texas Health Science Center at Houston, Texas, USA.

出版信息

Int J Biostat. 2011;7(1). doi: 10.2202/1557-4679.1286. Epub 2011 Jul 22.

Abstract

The assumptions that anchor large clinical trials are rooted in smaller, Phase II studies. In addition to specifying the target population, intervention delivery, and patient follow-up duration, physician-scientists who design these Phase II studies must select the appropriate response variables (endpoints). However, endpoint measures can be problematic. If the endpoint assesses the change in a continuous measure over time, then the occurrence of an intervening significant clinical event (SCE), such as death, can preclude the follow-up measurement. Finally, the ideal continuous endpoint measurement may be contraindicated in a fraction of the study patients, a change that requires a less precise substitution in this subset of participants.A score function that is based on the U-statistic can address these issues of 1) intercurrent SCE's and 2) response variable ascertainments that use different measurements of different precision. The scoring statistic is easy to apply, clinically relevant, and provides flexibility for the investigators' prospective design decisions. Sample size and power formulations for this statistic are provided as functions of clinical event rates and effect size estimates that are easy for investigators to identify and discuss. Examples are provided from current cardiovascular cell therapy research.

摘要

支撑大型临床试验的假设源于规模较小的II期研究。除了明确目标人群、干预措施的实施方式以及患者随访时长外,设计这些II期研究的医师科学家还必须选择合适的反应变量(终点指标)。然而,终点指标的测量可能存在问题。如果终点指标评估的是随时间变化的连续测量值的变化情况,那么诸如死亡等中间显著临床事件(SCE)的发生可能会妨碍后续测量。最后,理想的连续终点指标测量在部分研究患者中可能是禁忌的,这种变化要求在这部分参与者中使用不太精确的替代指标。基于U统计量的评分函数可以解决1)并发SCE以及2)使用不同精度测量值的反应变量确定等问题。该评分统计量易于应用、具有临床相关性,并为研究者的前瞻性设计决策提供了灵活性。该统计量的样本量和效能公式作为临床事件发生率和效应大小估计值的函数给出,便于研究者识别和讨论。文中还给出了当前心血管细胞治疗研究的实例。

相似文献

本文引用的文献

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验