Institute for Pathology, Charité Universitätsmedizin Berlin, 10117 Berlin, Institute of Theoretical Biology, Humboldt-Universität zu Berlin, 10115 Berlin, Integrative Research Institute Life Sciences, Humboldt-Universität zu Berlin, 10099 Berlin, Germany.
BIMSB, Max-Delbrück-Centrum für Molekulare Medizin, 13092 Berlin and.
Bioinformatics. 2015 Aug 15;31(16):2705-12. doi: 10.1093/bioinformatics/btv216. Epub 2015 Apr 21.
Impedance-based technologies are advancing methods for measuring proliferation of adherent cell cultures non-invasively and in real time. The analysis of the resulting data has so far been hampered by inappropriate computational methods and the lack of systematic data to evaluate the characteristics of the assay.
We used a commercially available system for impedance-based growth measurement (xCELLigence) and compared the reported cell index with data from microscopy. We found that the measured signal correlates linearly with the cell number throughout the time of an experiment with sufficient accuracy in subconfluent cell cultures. The resulting growth curves for various colon cancer cells could be well described with the empirical Richards growth model, which allows for extracting quantitative parameters (such as characteristic cycle times). We found that frequently used readouts like the cell index at a specific time or the area under the growth curve cannot be used to faithfully characterize growth inhibition. We propose to calculate the average growth rate of selected time intervals to accurately estimate time-dependent IC50 values of drugs from growth curves.
Supplementary data are available at Bioinformatics online.
基于阻抗的技术正在推进非侵入性实时测量贴壁细胞培养物增殖的方法。到目前为止,由于不合适的计算方法和缺乏系统的数据来评估分析的特性,对这些结果数据的分析受到了阻碍。
我们使用了一种商业上可用于基于阻抗的生长测量的系统(xCELLigence),并将报告的细胞指数与显微镜数据进行了比较。我们发现,在所研究的实验时间内,测量信号与细胞数量呈线性相关,在亚汇合细胞培养物中具有足够的准确性。各种结肠癌细胞的生长曲线可以用经验性 Richards 生长模型很好地描述,该模型允许提取定量参数(如特征周期时间)。我们发现,经常使用的读数,如特定时间的细胞指数或生长曲线下的面积,不能用于准确表征生长抑制。我们建议计算选定时间间隔的平均增长率,以从生长曲线中准确估计药物的时间依赖性 IC50 值。
补充数据可在“Bioinformatics”在线获取。