Motility-induced mixing transition in exponentially growing multicellular spheroids (2403.11002v2)
Abstract: Growth drives cellular dynamics in dense aggregates including bacterial colonies, developing tissues, and tumors. We investigate the underlying physical principles emerging from the interplay of growth, steric repulsion, and motility in a minimal agent-based model of exponentially growing, three-dimensional spheroids. Our results reveal a motility-induced mixing transition: Without motility, deterministic radial motion from volume expansion dominates, while growth and division cause tangential, cellular-scale diffusion, largely independent of expansion velocity. Despite this small-scale diffusion, cell lineages remain confined to their local environment. This confinement persists at weak motility and is overcome only above a threshold, leading to tangential superdiffusivity and global cell mixing with a diverging timescale near the transition, reminiscent of glassy dynamics. Using a phenomenological model, we identify two effects governing this transition: Steric interactions that suppress motility-induced velocity below a threshold, and the expanding nature of the system which inhibits complete mixing. Our study highlights the complex interaction of local cell division and motility with global expansion, mediated exclusively by mechanics. The results provide a baseline for identifying additional biological mechanisms in experiments, for example in tissue spheroids. The mixing dynamics might also be relevant for competition or tumor progression by interacting with genetic heterogeneity.
- B. Liebchen and H. Löwen, Synthetic chemotaxis and collective behavior in active matter, Accounts of Chemical Research 51, 2982 (2018).
- R. Golestanian and S. Ramaswamy, Active matter, The European Physical Journal E 36 (2013).
- E. Kuhl, Growing matter: A review of growth in living systems, Journal of the Mechanical Behavior of Biomedical Materials 29, 529 (2014).
- B. Langeslay and G. Juarez, Microdomains and stress distributions in bacterial monolayers on curved interfaces, Soft Matter 19, 3605 (2023).
- A. Doostmohammadi, S. P. Thampi, and J. M. Yeomans, Defect-mediated morphologies in growing cell colonies, Physical Review Letters 117 (2016).
- R. Mateus, J. F. Fuhrmann, and N. A. Dye, Growth across scales: Dynamic signaling impacts tissue size and shape, Current Opinion in Cell Biology 73, 50 (2021), differentiation and development.
- Y. G. Pollack, P. Bittihn, and R. Golestanian, A competitive advantage through fast dead matter elimination in confined cellular aggregates, New Journal of Physics 24, 073003 (2022).
- E. Tjhung and L. Berthier, Analogies between growing dense active matter and soft driven glasses, Physical Review Research 2, 043334 (2020).
- R. M. Sutherland and R. E. Durand, Growth and cellular characteristics of multicell spheroids, Recent Results in Cancer Research 95, 073003 (1984).
- W. Mueller-Klieser, Multicellular spheroids, Journal of Cancer Research and Clinical Oncology 113, 101 (1987).
- J. Holtfreter, A study of the mechanics of gastrulation. Part I, Journal of Experimental Zoology 94, 261 (1943).
- J. H. M. Schwachöfer, Multicellular spheroids of human tumor cells as an in vitro model for treatment responses of human tumors, Ph.D. thesis, Kath. Univ. Nijmegen (1991).
- H. S. Azevedo, J. F. Mano, and J. Borges, eds., Soft matter for biomedical applications, Soft matter series 13 (Royal Society of Chemistry, Cambridge, 2021).
- S. J. Han, S. Kwon, and K. S. Kim, Challenges of applying multicellular tumor spheroids in preclinical phase, Cancer Cell International 21, 152 (2021).
- F. Pampaloni, E. G. Reynaud, and E. H. K. Stelzer, The third dimension bridges the gap between cell culture and live tissue, Nature Reviews Molecular Cell Biology 8, 839–845 (2007).
- M. Rossi and P. Blasi, Multicellular tumor spheroids in nanomedicine research: A perspective, Frontiers in Medical Technology 4 (2022).
- L. J. Ruske and J. M. Yeomans, Activity-driven tissue alignment in proliferating spheroids, Soft Matter 19, 921 (2023).
- D. Drasdo and S. Höhme, A single-cell-based model of tumor growth in vitro: monolayers and spheroids, Physical Biology 2, 133 (2005).
- D. Boocock, T. Hirashima, and E. Hannezo, Interplay between mechanochemical patterning and glassy dynamics in cellular monolayers, PRX Life 1, 013001 (2023).
- L. Berthier, E. Flenner, and G. Szamel, Glassy dynamics in dense systems of active particles, The Journal of Chemical Physics 150 (2019).
- A. Ikeda, L. Berthier, and P. Sollich, Unified study of glass and jamming rheology in soft particle systems, Physical Review Letters 109 (2012).
- H. Hertz, Ueber die Berührung fester elastischer Körper., Journal für die reine und angewandte Mathematik 1882, 156 (1882).
- M. M. Tirado, C. L. Martínez, and J. G. de la Torre, Comparison of theories for the translational and rotational diffusion coefficients of rod-like macromolecules. application to short DNA fragments, The Journal of Chemical Physics 81, 2047 (1984).
- M. M. Tirado and J. G. de la Torre, Translational friction coefficients of rigid, symmetric top macromolecules. Application to circular cylinders, The Journal of Chemical Physics 71, 2581 (1979).
- M. M. Tirado and J. G. de la Torre, Rotational dynamics of rigid, symmetric top macromolecules. Application to circular cylinders, The Journal of Chemical Physics 73, 1986 (1980).
- L. Hupe, J. Isensee, and P. Bittihn, InPartS. Interacting particle simulations in Julia, https://gitlab.gwdg.de/eDLS/InPartS.jl (2022).
- J. I. López and I. M. D. la Fuente, An approach to cell motility as a key mechanism in oncology, Cancers 13, 3576 (2021).
- E. Hannezo and C.-P. Heisenberg, Rigidity transitions in development and disease, Trends in Cell Biology 32, 433–444 (2022).
- P. Tracqui, From passive diffusion to active cellular migration in mathematical models of tumour invasion, Acta Biotheoretica 43, 443–464 (1995).
- G. A. Reddy and P. Katira, Differences in cell death and division rules can alter tissue rigidity and fluidization, Soft Matter 18, 3713–3724 (2022).
- Z. Ahmed and S. Gravel, Intratumor heterogeneity and circulating tumor cell clusters, Molecular Biology and Evolution 35, 2135–2144 (2017).
Paper Prompts
Sign up for free to create and run prompts on this paper using GPT-5.
Top Community Prompts
Collections
Sign up for free to add this paper to one or more collections.