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From energy to cellular forces in the Cellular Potts Model An algorithmic approach

机译:从Cellts Potts模型中的能量到细胞力的算法方法

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Cells exert forces on their surroundings and on one another. In simulations of cell shape using the Cellular Potts Model (CPM), the dynamics of deforming cell shapes is traditionally represented by an energy-minimization method. We use this CPM energy, the Hamiltonian, to derive and visualize the corresponding forces exerted by the cells. We use the fact that force is the negative gradient of energy to assign forces to the CPM cell edges, and then extend the results to approximate interior forces by interpolation. We show that this method works for single as well as multiple interacting model cells, both static and motile. Finally, we show favorable comparison between predicted forces and real forces measured experimentally.
机译:细胞在周围和彼此之间施加力。在使用Cellular Potts模型(CPM)进行的细胞形状模拟中,传统上用能量最小化方法表示变形的细胞形状的动力学。我们使用这种CPM能量哈密顿量来推导和可视化细胞施加的相应力。我们使用力是能量的负梯度这一事实来将力分配给CPM单元边缘,然后通过插值将结果扩展为近似内部力。我们证明了该方法适用于单个以及多个交互的模型单元,包括静态的和运动的。最后,我们显示了预测力和实验测得的实际力之间的有利比较。

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