论文标题
在扩散上皮单层的轮廓中观察到的动态缩放特性的基础机制
Mechanism underlying dynamic scaling properties observed in the contour of spreading epithelial monolayer
论文作者
论文摘要
我们发现了MDCK单层传播中动态缩放的证据,可以以Hurst指数$α= 0.86 $和增长指数$β= 0.73 $以及在理论上和实验上阐明控制轮廓形状动力学的机制。在单层的扩散期间,众所周知,所谓的“领导细胞”会产生驱动力并引导其他细胞。我们对细胞行为的延时观察表明,这些领导者细胞出现在扩散的早期阶段,并形成了单层突出。通过这些观察结果,我们开发了一个简单的数学模型,其中包括细胞运动,细胞 - 细胞粘附和随机细胞运动的差异。该模型再现了从实验获得的定量特征,例如扩散速度,增量分布和动态缩放定律。对模型方程的分析表明,该模型可以从$α= 0.5,β= 0.25 $到$α= 0.9,β= 0.75 $,将指数$α,β$重现不同的标度定律。基于分析结果,从实验结果中得出了参数估计。胶原蛋白涂层菜肴上的单层显示出不同的缩放定律$α= 0.74,β= 0.68 $,这表明细胞运动增加了9倍。该结果与单细胞运动性的测定一致。我们的研究表明,单层轮廓的动力学是通过简单模型解释的,并提出了一种展示动态缩放特性的新机制。
We found evidence of dynamic scaling in the spreading of MDCK monolayer, which can be characterized by the Hurst exponent $α = 0.86$ and the growth exponent $β = 0.73$, and theoretically and experimentally clarified the mechanism that governs the contour shape dynamics. During the spreading of the monolayer, it is known that so-called "leader cells" generate the driving force and lead the other cells. Our time-lapse observations of cell behavior showed that these leader cells appeared at the early stage of the spreading, and formed the monolayer protrusion. Informed by these observations, we developed a simple mathematical model that included differences in cell motility, cell-cell adhesion, and random cell movement. The model reproduced the quantitative characteristics obtained from the experiment, such as the spreading speed, the distribution of the increment, and the dynamic scaling law. Analysis of the model equation revealed that the model could reproduce the different scaling law from $α = 0.5, β = 0.25$ to $α = 0.9, β = 0.75$, and the exponents $α, β$ were determined by the two indices: $ρt$ and $c$. Based on the analytical result, parameter estimation from the experimental results was achieved. The monolayer on the collagen-coated dishes showed a different scaling law $α = 0.74, β = 0.68$, suggesting that cell motility increased by 9 folds. This result was consistent with the assay of the single-cell motility. Our study demonstrated that the dynamics of the contour of the monolayer were explained by the simple model, and proposed a new mechanism that exhibits the dynamic scaling property.