Notch

Notch simulates Notch–Delta receptor binding and juxtacrine cell–cell signaling using an agent-based model implemented in Unity 3D (version 4.6.1) and Cell Studio to investigate molecular diffusion, endocytosis, filopodium-mediated transport, and emergent cell-surface dynamics.


Key Features:

  • Agent-Based Modeling: Represents individual cellular components as discrete agents to simulate interactions between Notch receptors and Delta ligands on neighboring cells.
  • Visualization Capabilities: Uses Unity 3D three-dimensional visualization to render real-time molecular diffusion and receptor–ligand interactions at nano- and micro-scales.
  • Flexible Geometry Application: Supports application of arbitrary cell geometries to tailor simulations to specific biological scenarios.
  • Validation Against Mean-Field Models: Model behavior has been validated through comparison with mean-field models.
  • Filopodium-Mediated Signaling Model: Includes a filopodium-mediated signaling scenario that shows diffusion and endocytosis alone can be bottlenecked at cell–filopodium contacts and that active transport of ligands into filopodia enhances signaling.

Scientific Applications:

  • Cell Signaling Insights: Investigates mechanisms of Notch–Delta juxtacrine signaling and cell-surface dynamics.
  • Biological Scenario Exploration: Allows exploration of parameterized scenarios involving molecular diffusion, endocytosis, and transport to generate and test hypotheses.
  • Educational Use: Illustrates concepts of cellular interactions, receptor–ligand dynamics, and filopodium-mediated signaling for teaching purposes.

Methodology:

Implemented as a Unity 3D (version 4.6.1) project using the Cell Studio agent-based modeling system; simulates molecular diffusion, receptor–ligand interactions, endocytosis, and filopodium-mediated active transport and has been validated against mean-field models with three-dimensional visualization via Unity 3D.

Topics

Details

Tool Type:
command-line tool
Programming Languages:
C#
Added:
1/14/2020
Last Updated:
1/4/2021

Operations

Publications

Liberman A, Mussel M, Kario D, Sprinzak D, Nevo U. Modelling cell surface dynamics and cell–cell interactions using Cell Studio: a three-dimensional visualization tool based on gaming technology. Journal of The Royal Society Interface. 2019;16(160):20190264. doi:10.1098/rsif.2019.0264. PMID:31771451. PMCID:PMC6893490.

PMID: 31771451
PMCID: PMC6893490
Funding: - Israeli Science Foundation: 1585/17