A rigid body framework for multicellular modeling.

Nat Comput Sci

School of Mathematics and Statistics, University of Melbourne, Melbourne, Victoria, Australia.

Published: November 2021

Off-lattice models are a well-established approach in multicellular modeling, where cells are represented as points that are free to move in space. The representation of cells as point objects is useful in a wide range of settings, particularly when large populations are involved; however, a purely point-based representation is not naturally equipped to deal with objects that have length, such as cell boundaries or external membranes. Here we introduce an off-lattice modeling framework that exploits rigid body mechanics to represent objects using a collection of conjoined one-dimensional edges in a viscosity-dominated system. This framework can be used to represent cells as free moving polygons, to allow epithelial layers to smoothly interact with themselves, to model rod-shaped cells such as bacteria and to robustly represent membranes. We demonstrate that this approach offers solutions to the problems that limit the scope of current off-lattice multicellular models.

Download full-text PDF

Source
http://dx.doi.org/10.1038/s43588-021-00154-4DOI Listing

Publication Analysis

Top Keywords

rigid body
8
multicellular modeling
8
body framework
4
framework multicellular
4
modeling off-lattice
4
off-lattice models
4
models well-established
4
well-established approach
4
approach multicellular
4
cells
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!