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A new 3D finite element-based approach for computing cell surface tractions assuming nonlinear conditions.
Silvia Hervas-Raluy1, Maria Jose Gomez-Benito1, Carlos Borau-Zamora1,2
1Department of Mechanical Engineering, University of Zaragoza, Zaragoza, Spain.
Plos One
|April 14, 2021
Summary
We developed a computational method to measure cell migration forces in 3D using traction force microscopy (TFM) and microfluidic chips. This approach links experiments to computational analysis for accurate force determination.
Area of Science:
- Biophysics
- Cell Biology
- Computational Mechanics
Background:
- Understanding cell migration forces is crucial for studying diseases like cancer and angiogenesis.
- Obtaining precise 3D data on cell forces is experimentally challenging.
- Integrating experimental workflows with computational postprocessing is essential.
Purpose of the Study:
- To develop and validate a computational methodology for quantifying cell-exerted forces in 3D.
- To link traction force microscopy (TFM) experiments with inverse problem solving for mechanical analysis.
- To enable accurate measurement of cell migration forces under large deformations.
Main Methods:
- Utilized traction force microscopy (TFM) on microfluidic chips.
- Developed an automated workflow linking TFM experiments to an inverse problem solver.
- Employed the finite element method (FEM) for iterative inverse problem resolution, considering finite deformations and nonlinear materials.
- Reconstructed cell geometry and recovered extracellular matrix (ECM) displacements for input.
Main Results:
- Successfully extracted cell traction forces from experimental data.
- Demonstrated the robustness of the computational methodology through theoretical and real-case applications.
- Obtained cell surface traction forces in the undeformed configuration after mathematical postprocessing.
Conclusions:
- Developed a novel computational procedure enhancing 3D inverse problem solving for cell mechanics.
- The methodology accommodates large deformations and is not limited by specific material formulations.
- Successfully bridged the gap between experimental imaging and mechanical computations for cell force analysis.
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