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An iterative method to calculate forces exerted by single cells and multicellular assemblies from the detection of deformations of flexible substrates

机译:一种通过检测柔性基板变形来计算单细胞和多细胞组件施加的力的迭代方法

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摘要

We present a new method for quantification of traction forces exerted by migrating single cells and multicellular assemblies from deformations of flexible substrate. It is based on an iterative biconjugate gradient inversion method. We show how the iteration and the solution are influenced by experimental parameters such as the noise on deformations σ XY , and the mean depth of recorded deformations Z M. In order to find the validity range of our computational method, we simulated two different patterns of force. The first artificial force pattern mimics the forces exerted by a migrating Dictyostelium slug at a spatial resolution of Δ=20 μm (Rieu et al. in Biophys J 89:3563–3576, 2005) and corresponds to a large and spread force field. The second simulated force pattern mimics forces exerted by a polarized fibroblast at discrete focal adhesion sites separated by Δ=4 μm. Our iterative method allows, without using explicit regularization, the detailed reconstruction of the two investigated patterns when noise is not too high (σ XY /u max≤6%, where u max is the maximal deformation), and when the plane of recorded deformations is close to the surface (Δ/Z M≥4). The method and the required range of parameters are particularly suitable to study forces over large fields such as those observed in multicellular assemblies.
机译:我们提出了一种新方法,用于量化从柔性基板变形中迁移单细胞和多细胞组件所施加的牵引力。它基于迭代双共轭梯度反演方法。我们展示了迭代和解如何受到实验参数的影响,例如,变形噪声σXY 和记录的变形Z M 的平均深度。为了找到我们计算方法的有效范围,我们模拟了两种不同的力模式。第一个人工力模式模拟了迁移的盘基网柄菌茎ug以空间分辨率Δ= 20μm施加的力(Rieu等人,Biophys J 89:3563-3576,2005),并对应于较大且分散的力场。第二模拟力模式模拟了极化成纤维细胞在离散的粘着部位(相距Δ= 4μm)施加的力。我们的迭代方法无需使用显式正则化就可以在噪声不太高(σXY / u max ≤6%,其中u max 为最大变形),以及当记录的变形平面靠近表面时(Δ/ ZM ≥4)。该方法和所需的参数范围特别适合研究大范围内的力,例如在多细胞组件中观察到的力。

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