Wu Jianrong
Department of Biostatistics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN 38105, USA.
Stat Biopharm Res. 2011;3(3):488-496. doi: 10.1198/sbr.2011.10020. Epub 2012 Jan 24.
In tumor xenograft experiments, tumor response to the anti-cancer agents is often assessed by tumor growth delay, the difference in median tumor quadrupling times between treatment and control. Tumor quadrupling time is often subjected to right censoring because death of the experimental mice or limitations of the follow-up period. In the literature, tumor growth delay is simply reported without a standard error or confidence interval being given, which ignores the noise in the experimental data. Here, we present seven confidence intervals for the difference of medians in a general right-censored failure time framework. Simulation studies are conducted to compare the coverage probability of these intervals for small samples. The proposed intervals are applied to tumor growth delay data from an actual tumor xenograft experiment.
在肿瘤异种移植实验中,通常通过肿瘤生长延迟来评估肿瘤对抗癌药物的反应,即治疗组和对照组之间肿瘤体积增大四倍所需的中位时间之差。由于实验小鼠死亡或随访期有限,肿瘤体积增大四倍所需的时间常常受到右删失的影响。在文献中,仅报告了肿瘤生长延迟情况,未给出标准误差或置信区间,这忽略了实验数据中的噪声。在此,我们在一般的右删失失效时间框架下,给出了中位数差异的七个置信区间。进行了模拟研究以比较这些区间在小样本情况下的覆盖概率。所提出的区间应用于实际肿瘤异种移植实验的肿瘤生长延迟数据。