Department of Chemical Engineering and Materials, University of Cagliari, Research Unit of Consorzio Interuniversitario Nazionale La Chimica per l'Ambiente, Piazza d'Armi, Cagliari, Italy.
Cell Prolif. 2010 Dec;43(6):617-28. doi: 10.1111/j.1365-2184.2010.00711.x.
This study focuses on experimental analysis and corresponding mathematical simulation of in vitro HUVECs (human umbilical vein endothelial cells) proliferation in the presence of various types of drugs.
HUVECs, once seeded in Petri dishes, were expanded to confluence. Temporal profiles of total count obtained by classic haemocytometry and cell size distribution measured using an electronic Coulter counter, are quantitatively simulated by a suitable model based on the population balance approach. Influence of drugs on cell proliferation is also properly simulated by accounting for suitable kinetic equations.
The models' parameters have been determined by comparison with experimental data related to cell population expansion and cell size distribution in the absence of drugs. Inhibition constant for each type of drug has been estimated by comparing the experimental data with model results concerning temporal profiles of total cell count. The reliability of the model and its predictive capability have been tested by simulating cell size distribution for experiments performed in the presence of drugs. The proposed model will be useful in interpreting effects of selected drugs on expansion of readily available human cells.
本研究专注于体外人脐静脉内皮细胞(HUVECs)在各种药物存在下的增殖的实验分析和相应的数学模拟。
将 HUVECs 接种于培养皿中,使其扩展至汇合。通过基于群体平衡方法的合适模型,对经典血球计数法获得的总细胞计数的时间曲线和使用电子库尔特计数器测量的细胞大小分布进行定量模拟。通过考虑合适的动力学方程,还可以对药物对细胞增殖的影响进行适当模拟。
通过与无药物时细胞群体扩展和细胞大小分布的实验数据进行比较,确定了模型的参数。通过将实验数据与关于总细胞计数时间曲线的模型结果进行比较,估算了每种药物的抑制常数。通过模拟有药物存在时的实验中的细胞大小分布,测试了模型的可靠性和预测能力。所提出的模型将有助于解释所选药物对易于获得的人类细胞的扩展的影响。