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.
Authors
- Leonie Schmeller (ORCID: https://orcid.org/0000-0001-8144-6028)
- Dirk Peschka (ORCID: https://orcid.org/0000-0002-3047-1140)
- Ansgar Petersen (ORCID: https://orcid.org/0000-0002-3075-4300)
- Sara Checa (ORCID: https://orcid.org/0000-0002-1444-5858)
- André H. Erhardt (ORCID: https://orcid.org/0000-0003-4389-8554)
- Barbara Wagner (ORCID: https://orcid.org/0000-0001-8306-3645)
- Chiara Dazzi (ORCID: https://orcid.org/0000-0002-5435-0554)
- Andreas Münch (ORCID: https://orcid.org/0000-0002-8325-3809)
Institutions
- University of Oxford (GB)
- Weierstrass Institute for Applied Analysis and Stochastics (DE)
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin (DE)
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
Funders
- Deutsche Forschungsgemeinschaft