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Comparing Variability in Measurement of Subcutaneous Tumors in Mice Using 3D Thermal Imaging and Calipers

机译:比较使用 3D 热成像和卡尺测量小鼠皮下肿瘤的变异性

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摘要

Repeatable tumor measurements are key to accurately assessing tumor growth and treatment efficacy. A preliminary study that we conducted showed that a novel 3D and thermal imaging system (3D-TI) for measuring subcutaneous tumors in rodents significantly reduced interoperator variability across 3 in vivo efficacy studies. Here we further studied this reduction in interoperator variability across a much larger dataset. A dataset consisting of 6,532 paired 3D-TI and caliper interoperator measurements was obtained from tumor scans and measurements in 27 laboratories across 289 studies, 153 operators, over 20 mouse strains, and 100 cell lines. Interoperator variability in both measurement methods was analyzed using coefficient of variation (CV), intraclass correlation (ICC) analysis, and significance testing. The median 3D-TI CV was significantly lower than the median caliper CV. The effects of large interoperator variability at critical points in the study were also investigated. At stratified randomization, changing the operator performing caliper measurements resulted in a 59% probability that a mouse would be reassigned to a different group. The probability that this would occur when using 3D-TI was significantly lower at 29%. In studies in which a tumor was expected to regress, changing the operator during the study was associated with a tumor volume increase of approximately 500mm3 when using calipers. This change did not occur when using 3D-TI. We conclude that 3D-TI significantly reduces interoperator variability as compared with calipers and can improve reproducibility of in vivo studies across a wide range of mouse strains and cell lines.
机译:可重复的肿瘤测量是准确评估肿瘤生长和治疗效果的关键。我们进行的一项初步研究表明,用于测量啮齿动物皮下肿瘤的新型 3D 和热成像系统 (3D-TI) 显着降低了 3 项体内疗效研究的手术者间变异性。在这里,我们进一步研究了更大数据集中运算符间变异性的减少。一个数据集由 6,532 对 3D-TI 和卡尺互操作器测量值组成,该数据集是从 27 个实验室的 289 项研究、153 名操作者、20 多种小鼠品系和 100 个细胞系的肿瘤扫描和测量中获得的。使用变异系数 (CV) 、类内相关性 (ICC) 分析和显着性检验分析两种测量方法中的操作者间变异性。中位 3D-TI CV 显著低于中位卡尺 CV。还研究了研究中关键点的大操作者间变异性的影响。在分层随机化中,更改执行卡尺测量的操作员导致小鼠被重新分配到不同组的概率为 59%。使用 3D-TI 时发生这种情况的可能性明显较低,为 29%。在预期肿瘤会消退的研究中,在研究期间更换操作员与使用卡尺时肿瘤体积增加约 500mm3 相关。使用 3D-TI 时未发生此更改。我们得出结论,与卡尺相比,3D-TI 显着降低了操作者间的变异性,并且可以提高各种小鼠品系和细胞系体内研究的可重复性。

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