Divergence of detachment forces in the finite Voronoi model
TLDR
This paper analyzes the finite Voronoi model, revealing divergent detachment forces that cause time-step dependence in fracture simulations and proposing a regularization.
Key contributions
- Identifies strong time-step dependence in fracture simulations of the finite Voronoi model.
- Traces this issue to a divergence of detachment forces when cell-medium tension exceeds cell-cell tension.
- Introduces a simple regularization method to address the divergent detachment forces.
- Calibrates near-detachment mechanics against a deformable polygon model to improve accuracy.
Why it matters
This work is crucial for accurately simulating tissue detachment and fracture in nonconfluent Voronoi models. It highlights a critical flaw in existing models and provides a necessary regularization. This ensures more reliable and physically consistent results for studies on intercellular adhesion.
Original Abstract
Detachment and fracture are central to many tissue-level processes, but they are challenging to simulate with Voronoi-type models that typically assume a confluent tissue. Here we analyze the finite Voronoi model, a nonconfluent extension of conventional Voronoi models, in which cell boundaries are composed of straight Voronoi edges and circular arcs of fixed radius $\ell$. When the line tension on cell-medium interfaces exceeds the tension on cell-cell contacts, we find that the model exhibits a strong time-step dependence in the fracture timescale of initially intact active clusters: decreasing $Δt$ can unphysically suppress cluster rupture events. We trace this behavior to a divergence of detachment forces in the finite Voronoi model and introduce a simple regularization. Finally, we calibrate the near-detachment mechanics against a deformable polygon model and examine how key physical parameters control the tissue fracture timescale under two different calibration strategies. Our results show that, for studies focused on fracture or intercellular adhesion in nonconfluent monolayers, a physically motivated calibration of near-detachment mechanics in the finite Voronoi model is essential.
📬 Weekly AI Paper Digest
Get the top 10 AI/ML arXiv papers from the week — summarized, scored, and delivered to your inbox every Monday.