Abstract
The aim of this contribution is to put together in a systematic way several approaches operating at different scales that were recently developed to describe the phenomenon of physical limit of migration, that occurs when the environment surrounding cells results restrictive, and to apply it to tumour growth and invasion. In particular, we will present: (i) a mechanical model of the behaviour of a cell within a microchannel that gives a blockage criterium for its penetration; (ii) a cellular Potts model to describe the dependence of the speed of a malignant cell from the mechanical characteristics both of its compartments (i.e., nucleus and cytosol) and of its environment; (iii) a multiphase model embodying such effects; (iv) the proper interface conditions to implement to deal with tumour invasion across matrix membranes and cell linings.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Ahmed, N., Thompson, E.W., Quinn, M.A.: Epithelial-mesenchymal interconversions in normal ovarian surface epithelium and ovarian carcinomas: an exception to the norm. J. Cell. Physiol. 213, 581–588 (2007)
Ambrosi, D., Duperray, A., Peschetola, V., Verdier, C.: Traction patterns of tumor cells. J. Math. Biol. 58, 163–181 (2009)
Arduino, A., Preziosi, L.: A multiphase model of tumour segregation in situ by a heterogeneous extra-cellular matrix. Int. J. Nonlinear Mech. 75, 22–30 (2015)
Byrne, H., Preziosi, L.: Modeling solid tumour growth using the theory of mixtures. Math. Med. Biol. 20, 341–366 (2004)
Chaplain, M.A.J., Giverso, C., Lorenzi, T., Preziosi, L.: Interface conditions for a tumour growth model with Basal Membrane. SIAM J. Appl. Math. 79, 2011–2031 (2019)
Dembo, M., Wang, Y.L.: Stresses at the cell-to-substrate interface during locomotion of fibroblasts. Biophys. J. 76, 2307–2316 (1999)
Evans, E.A., Waugh, R., Melnik, L.: Elastic area compressibility modulus of red cell membrane. Biophys. J. 16, 585–595 (1976)
Friedl, P., Wolf, K., Lammerding, J.: Nuclear mechanics during cell migration. Curr. Opin. Cell. Biol. 23, 55–64 (2011)
Gerlitz, G., Bustin, M.: The role of chromatin structure in cell migration. Trends Cell. Biol. 21, 6–11 (2011)
Giverso, C., Arduino, A., Preziosi, L.: How nucleus mechanics and ECM topology influence the invasion of single cells and multicellular aggregates. Bull. Math. Biol. 80, 1017–1045 (2018)
Giverso, C., Grillo, A., Preziosi, L.: Influence of nucleus deformability on cell entry into cylindrical structures. Biomech. Model. Mechanobiol. 13(3), 481–502 (2013)
Giverso, C., Scianna, M., Preziosi, L., Lo Buono, N., Funaro, A.: Individual cell-based model for in-vitro mesothelial invasion of ovarian cancer. Math. Model. Nat. Phen. 5, 203–223 (2010)
Huber, A.R., Weiss, S.J.: Disruption of the subendothelial basement membrane during neutrophil diapedesis in an in vitro construct of a blood vessel wall. J. Clin. Invest. 83, 1122–1136 (1989)
Kalluri, R.: Basement membranes: structure, assembly and role in tumour angiogenesis. Nat. Rev. Cancer 3, 422–433 (2003)
Kelley, L.C., Lohmer, L.L., Hagedorn, E.J., Sherwood, D.R.: Traversing the basement membrane in vivo: A diversity of strategies. J. Cell Biol. 204, 291–302 (2014)
Legant, W.R., Miller, J.S., Blakely, B.L., Cohen, D.M., Genin, G.M., Chen, C.S.: Measurement of mechanical tractions exerted by cells in three-dimensional matrices. Nat. Methods 7, 969–971 (2010)
Lengyel, E.: Ovarian cancer development and metastasis. Am. J. Pathol. 177, 1053–1064 (2010)
Mascheroni, P., Boso, D., Preziosi, L., Schrefler, B.A.: Evaluating the influence of mechanical stress on anticancer treatments through a multiphase porous media model. J. Theor. Biol. 421, 179–188 (2017)
Mascheroni, P., et al.: Predicting the growth of glioblastoma multiforme spheroids using a multiphase porous media. Biomech. Model. Mechanobiol. 15, 1215–1228 (2016)
Peschetola, V.: Time-dependent traction force microscopy for cancer cells as a measure of invasiveness. Cytoskeleton 70, 201–214 (2013)
Preziosi, L., Vitale, G.: Mechanical aspects of tumour growth: Multiphase modelling, adhesion, and evolving natural configurations. In: Ben Amar, M., Goriely, A., Müller, M.M., Cugliandolo, L.F. (eds.) New Trends in the Physics and Mechanics of Biological Systems, pp. 177–228. Oxford University Press (2011)
Rowe, R.G., Weiss, S.: Breaching the basement membrane: who, when and how? Trends Cell Biol. 18, 560–574 (2008)
Scianna, M., Preziosi, L., Wolf, K.: A cellular Potts model simulating cell migration on and in matrix environments. Math. Biosci. Eng. 10, 235–261 (2013)
Scianna, M., Preziosi, L.: Modeling the influence of nucleus elasticity on cell invasion in fiber networks and microchannels. J. Theor. Biol. 317, 394–406 (2013)
Scianna, M., Preziosi, L.: A cellular Potts model for the MMP-dependent and -independent cancer cell migration in matrix microtracks of different dimensions. Comput. Mech. 53(3), 485–497 (2013)
Scianna, M., Prezios, L.: A Cellular Potts Model analyzing cancer cell migration across constraining pillar arrays. Axioms 10, 32 (2021)
te Boekhorst, V., Preziosi, L., Friedl, P.: Plastiticy of cell migration in vivo and in silico. Ann. Rev. Cell Dev. Biol. 32, 491–526 (2016)
Wolf, K., et al.: Physical limits of cell migration: control by ECM space and nuclear deformation and tuning by proteolysis and traction force. J. Cell Biol. 201, 1069–1084 (2013)
Wolf, K.: Multi-step pericellular proteolysis controls the transition from individual to collective cancer cell invasion. Nat. Cell. Biol. 9, 893–904 (2007)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Preziosi, L., Scianna, M. (2021). Multi-level Mathematical Models for Cell Migration in Confined Environments. In: Suzuki, T., Poignard, C., Chaplain, M., Quaranta, V. (eds) Methods of Mathematical Oncology. MMDS 2020. Springer Proceedings in Mathematics & Statistics, vol 370. Springer, Singapore. https://doi.org/10.1007/978-981-16-4866-3_8
Download citation
DOI: https://doi.org/10.1007/978-981-16-4866-3_8
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-16-4865-6
Online ISBN: 978-981-16-4866-3
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)