Thermodynamically-motivated chemo-mechanical models and multicellular simulation to provide new insight into active cell and tumour remodelling.
Agent-based models
Cell mechanics
Computational mechanobiology
Free-energy-based models
Journal
Experimental cell research
ISSN: 1090-2422
Titre abrégé: Exp Cell Res
Pays: United States
ID NLM: 0373226
Informations de publication
Date de publication:
15 10 2022
15 10 2022
Historique:
received:
01
02
2022
revised:
19
07
2022
accepted:
08
08
2022
pubmed:
27
8
2022
medline:
14
9
2022
entrez:
26
8
2022
Statut:
ppublish
Résumé
Computational models can shape our understanding of cell and tissue remodelling, from cell spreading, to active force generation, adhesion, and growth. In this mini-review, we discuss recent progress in modelling of chemo-mechanical cell behaviour and the evolution of multicellular systems. In particular, we highlight recent advances in (i) free-energy based single cell models that can provide new fundamental insight into cell spreading, cancer cell invasion, stem cell differentiation, and remodelling in disease, and (ii) mechanical agent-based models to simulate large numbers of discrete interacting cells in proliferative tumours. We describe how new biological understanding has emerged from such theoretical models, and the trade-offs and constraints associated with current approaches. Ultimately, we aim to make a case for why theory should be integrated with an experimental workflow to optimise new in-vitro studies, to predict feedback between cells and their microenvironment, and to deepen understanding of active cell behaviour.
Identifiants
pubmed: 36028058
pii: S0014-4827(22)00310-X
doi: 10.1016/j.yexcr.2022.113317
pii:
doi:
Types de publication
Journal Article
Review
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
113317Informations de copyright
Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.