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Cell density and cell size dynamics during in vitro tissue growth experiments: Implications for mathematical models of collective cell behaviour

机译:体外组织生长实验中的细胞密度和细胞大小动态:对集体细胞行为数学模型的启示

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We present a detailed experimental data set describing a tissue growth experiment where a population of cells is initially distributed uniformly, at low density, on a two-dimensional substrate, and grows to eventually form a confluent monolayer. Using image processing tools, we provide precise information about temporal changes in the number of cells, the location of cells and the total area occupied by cells. This information shows that the increase in area occupied by the cell population is affected by both the increase in cell number as well as an increase in the average size of the cells. We show that standard approaches to interpret such experiments, where the cell size is typically treated as a constant, can lead to errors. Furthermore we show that a standard, discrete, random walk model of biological cell motility and cell proliferation should not be used to represent our experimental data set since this standard model treats all cells as having a constant size that does not change with time. Instead, we introduce a generalization of the standard model which allows agents in the random walk model to move, proliferate and grow in size, and we show that the data produced by this more general model is consistent with our experimental data set.
机译:我们提供了详细的实验数据集,描述了组织生长实验,在该实验中,细胞群最初以低密度均匀地分布在二维基质上,并最终生长成汇合的单层。使用图像处理工具,我们可以提供有关细胞数量,细胞位置和细胞占据的总面积随时间变化的精确信息。该信息表明,细胞数量所占面积的增加受细胞数量的增加以及细胞平均大小的增加的影响。我们表明,解释这种实验的标准方法(通常将细胞大小视为常数)会导致错误。此外,我们表明,不应使用生物细胞运动和细胞增殖的标准,离散,随机游动模型来表示我们的实验数据集,因为此标准模型将所有细胞视为具有不变的大小,不会随时间变化。相反,我们引入了标准模型的概括,该模型允许随机游走模型中的代理移动,增殖和增长,并且我们证明了这种更通用的模型产生的数据与我们的实验数据集一致。

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