PUBLICATION
A cell-based computational model of early embryogenesis coupling mechanical behaviour and gene regulation
- Authors
- Delile, J., Herrmann, M., Peyriéras, N., Doursat, R.
- ID
- ZDB-PUB-170124-6
- Date
- 2017
- Source
- Nature communications 8: 13929 (Journal)
- Registered Authors
- Delile, Julien, Peyriéras, Nadine
- Keywords
- Computational models, Epithelial–mesenchymal transition
- MeSH Terms
-
- Animals
- Body Patterning
- Computer Simulation*
- Embryonic Development*
- Gene Expression Regulation, Developmental/physiology*
- Models, Biological*
- PubMed
- 28112150 Full text @ Nat. Commun.
Citation
Delile, J., Herrmann, M., Peyriéras, N., Doursat, R. (2017) A cell-based computational model of early embryogenesis coupling mechanical behaviour and gene regulation. Nature communications. 8:13929.
Abstract
The study of multicellular development is grounded in two complementary domains: cell biomechanics, which examines how physical forces shape the embryo, and genetic regulation and molecular signalling, which concern how cells determine their states and behaviours. Integrating both sides into a unified framework is crucial to fully understand the self-organized dynamics of morphogenesis. Here we introduce MecaGen, an integrative modelling platform enabling the hypothesis-driven simulation of these dual processes via the coupling between mechanical and chemical variables. Our approach relies upon a minimal 'cell behaviour ontology' comprising mesenchymal and epithelial cells and their associated behaviours. MecaGen enables the specification and control of complex collective movements in 3D space through a biologically relevant gene regulatory network and parameter space exploration. Three case studies investigating pattern formation, epithelial differentiation and tissue tectonics in zebrafish early embryogenesis, the latter with quantitative comparison to live imaging data, demonstrate the validity and usefulness of our framework.
Genes / Markers
Expression
Phenotype
Mutations / Transgenics
Human Disease / Model
Sequence Targeting Reagents
Fish
Orthology
Engineered Foreign Genes
Mapping