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二维和二维半牵引力显微镜直接和间接方法的比较。

Comparison of direct and inverse methods for 2.5D traction force microscopy.

机构信息

Heidelberg University, Institute for Theoretical Physics and Bioquant, Heidelberg, Germany.

出版信息

PLoS One. 2022 Jan 20;17(1):e0262773. doi: 10.1371/journal.pone.0262773. eCollection 2022.

DOI:10.1371/journal.pone.0262773
PMID:35051243
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8775276/
Abstract

Essential cellular processes such as cell adhesion, migration and division strongly depend on mechanical forces. The standard method to measure cell forces is traction force microscopy (TFM) on soft elastic substrates with embedded marker beads. While in 2D TFM one only reconstructs tangential forces, in 2.5D TFM one also considers normal forces. Here we present a systematic comparison between two fundamentally different approaches to 2.5D TFM, which in particular require different methods to deal with noise in the displacement data. In the direct method, one calculates strain and stress tensors directly from the displacement data, which in principle requires a divergence correction. In the inverse method, one minimizes the difference between estimated and measured displacements, which requires some kind of regularization. By calculating the required Green's functions in Fourier space from Boussinesq-Cerruti potential functions, we first derive a new variant of 2.5D Fourier Transform Traction Cytometry (FTTC). To simulate realistic traction patterns, we make use of an analytical solution for Hertz-like adhesion patches. We find that FTTC works best if only tangential forces are reconstructed, that 2.5D FTTC is more precise for small noise, but that the performance of the direct method approaches the one of 2.5D FTTC for larger noise, before both fail for very large noise. Moreover we find that a divergence correction is not really needed for the direct method and that it profits more from increased resolution than the inverse method.

摘要

基本的细胞过程,如细胞黏附、迁移和分裂,强烈依赖于机械力。测量细胞力的标准方法是在嵌入标记珠的软弹性衬底上进行牵引力显微镜(TFM)测量。虽然在 2D-TFM 中仅重建切向力,但在 2.5D-TFM 中还考虑了法向力。本文对 2.5D-TFM 的两种基本不同方法进行了系统比较,这两种方法特别需要不同的方法来处理位移数据中的噪声。在直接方法中,从位移数据中直接计算应变张量和应力张量,这在原则上需要进行散度校正。在逆方法中,通过最小化估计和测量位移之间的差异来最小化,这需要某种正则化。通过从 Boussinesq-Cerruti 位势函数计算傅里叶空间中所需的格林函数,我们首先推导出一种新的二维傅里叶变换牵引细胞术(FTTC)变体。为了模拟现实的牵引力模式,我们利用赫兹样粘附斑块的解析解。我们发现,如果仅重建切向力,FTTC 的效果最佳;对于小噪声,2.5D-FTTC 更精确;但对于较大噪声,直接法的性能接近 2.5D-FTTC,然后两者都在非常大的噪声下失效。此外,我们发现直接法并不真正需要散度校正,并且它从增加分辨率中获益更多,而不是逆方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b6e/8775276/e161863f468c/pone.0262773.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b6e/8775276/c1220628d50f/pone.0262773.g001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b6e/8775276/4ff126ec49e7/pone.0262773.g002.jpg
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