Closed-form confidence intervals for saved time using summary statistics in Alzheimer's disease studies.

IF 1.6 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES
Guogen Shan, Yahui Zhang, Guoqiao Wang, Samuel S Wu, Aidong A Ding
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引用次数: 0

Abstract

Saved time is used in Alzheimer's disease (AD) trials as an easy interpretation of the treatment benefit to communicate with patients, family members, and caregivers. The projection approach is frequently applied to estimate saved time and its confidence interval (CI) by using the placebo or treatment disease progression curves. The estimated standard error of saved time by using these existing methods does not account for the correlation between outcomes. In addition, there was no closed-form CI for researchers to use in practice. To fill this critical gap, we derive the closed-form CI for saved time estimated from the placebo or treatment disease progression curves. We compare them with regard to coverage probability and interval width under various disease progression patterns that are commonly observed in AD symptomatic therapy and disease-modifying therapy trials. Data from the phase 3 donanemab trials are used to illustrate the application of the new CI methods.

阿尔茨海默病研究中使用汇总统计节省时间的封闭式置信区间。
节省的时间用于阿尔茨海默病(AD)试验,作为与患者、家庭成员和护理人员沟通治疗效果的简单解释。投影法经常应用于通过使用安慰剂或治疗疾病进展曲线来估计节省的时间及其置信区间(CI)。使用这些现有方法所节省的时间的估计标准误差并没有考虑到结果之间的相关性。此外,没有封闭形式的CI供研究人员在实践中使用。为了填补这一关键空白,我们从安慰剂或治疗疾病进展曲线中得出了节省时间的封闭式CI。我们比较了它们在各种疾病进展模式下的覆盖概率和间隔宽度,这些模式通常在AD对症治疗和疾病改善治疗试验中观察到。来自3期donanemab试验的数据用于说明新CI方法的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Statistical Methods in Medical Research
Statistical Methods in Medical Research 医学-数学与计算生物学
CiteScore
4.10
自引率
4.30%
发文量
127
审稿时长
>12 weeks
期刊介绍: Statistical Methods in Medical Research is a peer reviewed scholarly journal and is the leading vehicle for articles in all the main areas of medical statistics and an essential reference for all medical statisticians. This unique journal is devoted solely to statistics and medicine and aims to keep professionals abreast of the many powerful statistical techniques now available to the medical profession. This journal is a member of the Committee on Publication Ethics (COPE)
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