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Simulation and evaluation of 3D traction force microscopy

机译:3D牵引力显微镜的仿真和评估

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摘要

Measuring cell-generated forces by Traction Force Microscopy (TFM) has become a standard tool in cell mechanobiology. Although widely used in two dimensional (2D) experiments, only a few methods exist to measure traction in three-dimensional (3D) cell culture, since 3D volumetric high-resolution microscopy and more demanding computational approaches are required. Although it is commonly known that the selected experimental and computational setup highly influence the quality and accuracy of the results, no existing methods can adequately assess the errors involved in this process. We present a fully integrated simulation and evaluation platform that allows one to simulate TFM images and quantify errors of an applied approach for traction stress reconstruction, in order to improve experiments that attempt to measure mechanical interaction in cellular systems. In this context, we show that a careful parameter selection can decrease the reconstructed traction error by up to 40%.
机译:通过牵引力显微镜(TFM)测量细胞产生的力已成为细胞力学生物学的标准工具。尽管广泛用于二维(2D)实验中,但由于需要3D体积高分辨率显微技术和更苛刻的计算方法,因此仅存在几种方法来测量三维(3D)细胞培养中的牵引力。尽管众所周知,所选的实验和计算设置会极大地影响结果的质量和准确性,但是没有任何现有方法可以充分评估此过程中涉及的错误。我们提供了一个完全集成的仿真和评估平台,该平台允许仿真TFM图像并量化用于牵引应力重建的一种应用方法的误差,以改进尝试测量蜂窝系统中机械相互作用的实验。在这种情况下,我们显示出谨慎的参数选择可以将重构的牵引误差降低多达40%。

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