IMAG/MSM Working Group Multiscale Modeling Viral Pandemics, Feb 20, 2025

IMAG/MSM WG Multiscale Modeling and Viral Pandemics Zoom

To join the meeting:  
https://iu.zoom.us/meeting/register/tZYqd-2srD8tGtCXDem4Cka08rBz5fDW0EQR

Please feel free to forward this invitation to anyone you think would be interested.

Thursday February 20, 2025 at 3:00PM (EST) 

Louis Gall, Birmingham University.   Cancelled due to emergency.
Winner of the BioModels “Model of the year” competition 2024, https://www.ebi.ac.uk/biomodels/competition/model-of-the-year-2024
Mathematical modelling of Drug-induced Injury of the Intestinal Crypt.  
The cells of the intestinal epithelium are produced within invaginations called crypts, whose constituent cells carefully balance proliferation and differentiation to maintain a functional intestinal epithelium. To investigate these dynamics, in homeostasis and under drug-induced perturbations, we built a pair of multi-scale mathematical models of cells interacting in the intestinal crypt that reproduces the observed dynamic self-organisation necessary for a healthy intestinal epithelium. The first model is a typical ODE-based approach, that models the dynamics of cell populations and feedback mechanisms between different cell types and locations. The second is an agent-based model (ABM) that simulates multiple signalling pathways and the cell cycle protein network within each cell. Each biological pathways in the ABM can be perturbed to simulate the effect of drugs or disease, using the model to simulate the propagation of the single-cell disruption to a tissue-scale injury. This framework provides a novel toolbox for exploring the mechanisms of intestinal homeostasis and their disruption in disease, that can adapt to different levels of data availability and granularity.

  
- Homeostasis, injury, and recovery dynamics at multiple scales in a self-organizing mouse intestinal crypt

  
- A dynamic model of the intestinal epithelium integrates multiple sources of preclinical data and enables clinical translation of drug-induced toxicity

 

Expiration Date
Table sorting checkbox
Off