Connecting theory and experiment in cell and tissue mechanics.
Biophysical models
Cell and tissue mechanics
Data-driven modelling
Multiscale measurements
Journal
Journal of cell science
ISSN: 1477-9137
Titre abrégé: J Cell Sci
Pays: England
ID NLM: 0052457
Informations de publication
Date de publication:
15 Dec 2023
15 Dec 2023
Historique:
medline:
27
12
2023
pubmed:
27
12
2023
entrez:
27
12
2023
Statut:
ppublish
Résumé
Understanding complex living systems, which are fundamentally constrained by physical phenomena, requires combining experimental data with theoretical physical and mathematical models. To develop such models, collaborations between experimental cell biologists and theoreticians are increasingly important but these two groups often face challenges achieving mutual understanding. To help navigate these challenges, this Perspective discusses different modelling approaches, including bottom-up hypothesis-driven and top-down data-driven models, and highlights their strengths and applications. Using cell mechanics as an example, we explore the integration of specific physical models with experimental data from the molecular, cellular and tissue level up to multiscale input. We also emphasize the importance of constraining model complexity and outline strategies for crosstalk between experimental design and model development. Furthermore, we highlight how physical models can provide conceptual insights and produce unifying and generalizable frameworks for biological phenomena. Overall, this Perspective aims to promote fruitful collaborations that advance our understanding of complex biological systems.
Identifiants
pubmed: 38149871
pii: 337780
doi: 10.1242/jcs.261515
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : European Molecular Biology Organization
ID : ALTF 660-2020
Organisme : Human Frontier Science Program
ID : LT000746/2021-L
Organisme : NOMIS Foundation
Informations de copyright
© 2023. Published by The Company of Biologists Ltd.
Déclaration de conflit d'intérêts
Competing interests The authors declare no competing or financial interests.