Modeling cellular self-organization in strain-stiffening hydrogels

Abstract We derive a three-dimensional hydrogel model as a two-phase system of a fibre network and liquid solvent, where the nonlinear elastic network accounts for the strain-stiffening properties typically encountered in biological gels. We use this model to formulate free boundary value problems for a hydrogel layer that allows for swelling or contraction. We derive two-dimensional plain-strain and plain-stress approximations for thick and thin layers respectively, that are subject to external loads and serve as a minimal model for scaffolds for cell attachment and growth. For the collective evolution of the cells as they mechanically interact with the hydrogel layer, we couple it to an agent-based model that also accounts for the traction force exerted by each cell on the hydrogel sheet and other cells during migration. We develop a numerical algorithm for the coupled system and present results on the influence of strain-stiffening, layer geometry, external load and solvent in/outflux on the shape of the layers and on the cell patterns. In particular, we discuss alignment of cells and chain formation under varying conditions.

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Publication Details

Journal
Computational Mechanics
Published
2024-08-31
DOI
https://doi.org/10.1007/s00466-024-02536-7
Citations
3
Primary Topic
Cellular Mechanics and Interactions
Type
article
Field-Weighted Citation Impact
0.98

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article

Modeling cellular self-organization in strain-stiffening hydrogels

Leonie Schmeller, Dirk Peschka, Ansgar Petersen, Sara Checa et al.
3 citations
Computational Mechanics
Cellular Mechanics and Interactions
0.98
article

Modeling cellular self-organization in strain-stiffening hydrogels

Leonie Schmeller, Dirk Peschka, Ansgar Petersen, Sara Checa, André H. Erhardt, Barbara Wagner, Chiara Dazzi, Andreas Münch
article en
3 citations

Abstract

Abstract We derive a three-dimensional hydrogel model as a two-phase system of a fibre network and liquid solvent, where the nonlinear elastic network accounts for the strain-stiffening properties typically encountered in biological gels. We use this model to formulate free boundary value problems for a hydrogel layer that allows for swelling or contraction. We derive two-dimensional plain-strain and plain-stress approximations for thick and thin layers respectively, that are subject to external loads and serve as a minimal model for scaffolds for cell attachment and growth. For the collective evolution of the cells as they mechanically interact with the hydrogel layer, we couple it to an agent-based model that also accounts for the traction force exerted by each cell on the hydrogel sheet and other cells during migration. We develop a numerical algorithm for the coupled system and present results on the influence of strain-stiffening, layer geometry, external load and solvent in/outflux on the shape of the layers and on the cell patterns. In particular, we discuss alignment of cells and chain formation under varying conditions.

Computational MechanicsVol. 75(2)
University of Oxford (GB), Weierstrass Institute for Applied Analysis and Stochastics (DE), Berlin Institute of Health at Charité - Universitätsmedizin Berlin (DE)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 27%
Cellular Mechanics and Interactions
0.98
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