English

Traction force microscopy for linear and nonlinear elastic materials as a parameter identification inverse problem

Numerical Analysis 2024-12-02 v1 Numerical Analysis

Abstract

Traction force microscopy is a method widely used in biophysics and cell biology to determine forces that biological cells apply to their environment. In the experiment, the cells adhere to a soft elastic substrate, which is then deformed in response to cellular traction forces. The inverse problem consists in computing the traction stress applied by the cell from microscopy measurements of the substrate deformations. In this work, we consider a linear model, in which 3D forces are applied at a 2D interface, called 2.5D traction force microscopy, and a nonlinear pure 2D model, from which we directly obtain a linear pure 2D model. All models lead to a linear resp. nonlinear parameter identification problem for a boundary value problem of elasticity. We analyze the respective forward operators and conclude with some numerical experiments for simulated and experimental data.

Keywords

Cite

@article{arxiv.2411.19917,
  title  = {Traction force microscopy for linear and nonlinear elastic materials as a parameter identification inverse problem},
  author = {Gesa Sarnighausen and Tram Thi Ngoc Nguyen and Thorsten Hohage and Mangalika Sinha and Sarah Koester and Timo Betz and Ulrich Sebastian Schwarz and Anne Wald},
  journal= {arXiv preprint arXiv:2411.19917},
  year   = {2024}
}

Comments

28 pages, 9 figures

R2 v1 2026-06-28T20:17:12.667Z