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Updated: Apr 1, 2026

Modeling and Imaging 3-Dimensional Collective Cell Invasion
Published on: December 7, 2011
Cell Invasion Dynamics into a Three Dimensional Extracellular Matrix Fibre Network.
Min-Cheol Kim1, Jordan Whisler2, Yaron R Silberberg1
1BioSystems and Micromechanics IRG, Singapore MIT Alliance for Research and Technology, Singapore; Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America.
This study models how cell protrusions called filopodia interact with the 3D extracellular matrix (ECM). The computational model accurately predicts filopodia and cell migration speeds, advancing our understanding of cell-ECM dynamics.
Area of Science:
- Biophysics
- Computational Biology
- Cell Biology
Background:
- Cell-extracellular matrix (ECM) interactions are crucial for cell functions.
- The mechanisms of filopodia interaction with 3D ECM are not well understood.
Purpose of the Study:
- To develop a computational model predicting filopodia dynamics within a 3D ECM.
- To investigate how filopodia interact with ECM fibers and influence cell migration.
Main Methods:
- Constructed an individual-based, force-based computational model integrating filopodia penetration, intracellular mechanics, ECM structural mechanics, and biochemical reaction-diffusion.
- Modeled filopodia-ECM interaction as a stochastic process based on binding kinetics.
- Integrated the filopodia model into whole-cell migratory dynamics.
Main Results:
- The model predicts filopodia tip movement along ECM fibers, tugging, contraction, or retraction based on binding strength, ECM stiffness, and pore size.
- Filopodia-ECM interactions are stochastic, influenced by integrin-ligand binding kinetics.
- Predicted average filopodia and cell membrane advance speeds closely matched experimental data for 3D HUVEC migration (r(2) > 0.95).
Conclusions:
- The developed computational model accurately captures filopodia dynamics and cell invasion in 3D ECM.
- The model provides insights into how physical and biochemical cues in the ECM regulate cell migration.
- This work enhances understanding of cell-ECM interactions in complex 3D environments.
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