Composite waves for a cell population system modeling tumor growth and invasion

Min Tang , Nicolas Vauchelet , Ibrahim Cheddadi , Irene Vignon-Clementel , Dirk Drasdo , Benoît Perthame

Chinese Annals of Mathematics, Series B ›› 2013, Vol. 34 ›› Issue (2) : 295 -318.

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Chinese Annals of Mathematics, Series B ›› 2013, Vol. 34 ›› Issue (2) : 295 -318. DOI: 10.1007/s11401-013-0761-4
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Composite waves for a cell population system modeling tumor growth and invasion

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Abstract

In the recent biomechanical theory of cancer growth, solid tumors are considered as liquid-like materials comprising elastic components. In this fluid mechanical view, the expansion ability of a solid tumor into a host tissue is mainly driven by either the cell diffusion constant or the cell division rate, with the latter depending on the local cell density (contact inhibition) or/and on the mechanical stress in the tumor.

For the two by two degenerate parabolic/elliptic reaction-diffusion system that results from this modeling, the authors prove that there are always traveling waves above a minimal speed, and analyse their shapes. They appear to be complex with composite shapes and discontinuities. Several small parameters allow for analytical solutions, and in particular, the incompressible cells limit is very singular and related to the Hele-Shaw equation. These singular traveling waves are recovered numerically.

Keywords

Traveling waves / Reaction-diffusion / Tumor growth / Elastic material

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Min Tang, Nicolas Vauchelet, Ibrahim Cheddadi, Irene Vignon-Clementel, Dirk Drasdo, Benoît Perthame. Composite waves for a cell population system modeling tumor growth and invasion. Chinese Annals of Mathematics, Series B, 2013, 34(2): 295-318 DOI:10.1007/s11401-013-0761-4

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References

[1]

Adam J, Bellomo N. A Survey of Models for Tumor-Immune System Dynamics, 1997, Boston: Birkhäuser

[2]

Ambrosi D, Preziosi L. On the closure of mass balance models for tumor growth. Math. Models Methods Appl. Sci., 2002, 12(5): 737-754

[3]

Anderson A, Chaplain M A J, Rejniak K. Single-Cell-Based Models in Biology and Medicine, 2007, Basel: Birkhauser

[4]

Araujo R, McElwain D. A history of the study of solid tumour growth: the contribution of mathematical models. Bull Math. Biol., 2004, 66: 1039-1091

[5]

Bellomo N, Li N K, Maini P K. On the foundations of cancer modelling: selected topics, speculations, and perspectives. Math. Models Methods Appl. Sci., 2008, 4: 593-646

[6]

Bellomo N, Preziosi L. Modelling and mathematical problems related to tumor evolution and its interaction with the immune system. Math. Comput. Model., 2000, 32: 413-452

[7]

Berestycki H, Hamel F. Reaction-Diffusion Equations and Popagation Phenomena, 2012, New York: Springer-Verlag

[8]

Breward C J W, Byrne H M, Lewis C E. The role of cell-cell interactions in a two-phase model for avascular tumour growth. J. Math. Biol., 2002, 45(2): 125-152

[9]

Byrne H, Drasdo D. Individual-based and continuum models of growing cell populations: a comparison. J. Math. Biol., 2009, 58: 657-687

[10]

Byrne H M, King J R, McElwain D L S, Preziosi L. A two-phase model of solid tumor growth. Appl. Math. Lett., 2003, 16: 567-573

[11]

Byrne H, Preziosi L. Modelling solid tumour growth using the theory of mixtures. Math. Med. Biol., 2003, 20: 341-366

[12]

Chaplain M A J, Graziano L, Preziosi L. Mathematical modeling of the loss of tissue compression responsiveness and its role in solid tumor development. Math. Med. Biol., 2006, 23: 197-229

[13]

Chatelain C, Balois T, Ciarletta P, Amar M. Emergence of microstructural patterns in skin cancer: a phase separation analysis in a binary mixture. New Journal of Physics, 2011, 13: 115013+21

[14]

Chedaddi, I., Vignon-Clementel, I. E., Hoehme, S., et al., On constructing discrete and continuous models for cell population growth with quantitatively equal dynamics, in preparation.

[15]

Ciarletta P, Foret L, Amar M B. The radial growth phase of malignant melanoma: multi-phase modelling, numerical simulations and linear stability analysis. J. R. Soc. Interface, 2011, 8(56): 345-368

[16]

Colin T, Bresch D, Grenier E Computational modeling of solid tumor growth: the avascular stage. SIAM J. Sci. Comput., 2010, 32(4): 2321-2344

[17]

Cristini V, Lowengrub J, Nie Q. Nonlinear simulations of tumor growth. J. Math. Biol., 2003, 46: 191-224

[18]

De Angelis E, Preziosi L. Advection-diffusion models for solid tumour evolution in vivo and related free boundary problem. Math. Models Methods Appl. Sci., 2000, 10(3): 379-407

[19]

Drasdo, D., On selected individual-based approaches to the dynamics of multicellular systems, Multiscale Modeling, W. Alt, M. Chaplain and M. Griebel (eds.), Birkhauser, Basel, 2003.

[20]

Evans L C. Partial Differential Equations, 1998, Providence, RI: A. M. S.

[21]

Friedman A. A hierarchy of cancer models and their mathematical challenges. DCDS(B), 2004, 4(1): 147-159

[22]

Funaki M, Mimura M, Tsujikawa A. Traveling front solutions in a chemotaxis-growth model. Interfaces and Free Boundaries, 2006, 8: 223-245

[23]

Gardner R A. Existence of travelling wave solution of predator-prey systems via the connection index. SIAM J. Appl. Math., 1984, 44: 56-76

[24]

Hoehme S, Drasdo D. A cell-based simulation software for multi-cellular systems. Bioinformatics, 2010, 26(20): 2641-2642

[25]

Lowengrub J S, Frieboes H B, Jin F Nonlinear modelling of cancer: bridging the gap between cells and tumours. Nonlinearity, 2010, 23: R1-R91

[26]

Murray J D. Mathematical biology, 1989, New York: Springer-Verlag

[27]

Nadin G, Perthame B, Ryzhik L. Traveling waves for the Keller-Segel system with Fisher birth terms. Interfaces and Free Boundaries, 2008, 10: 517-538

[28]

Perthame, B., Quirós, F. and Vázquez, J. L., The Hele-Shaw asymptotics for mechanical models of tumor growth, in preparation.

[29]

Preziosi L, Tosin A. Multiphase modeling of tumor growth and extracellular matrix interaction: mathematical tools and applications. J. Math. Biol., 2009, 58: 625-656

[30]

Radszuweit M, Block M, Hengstler J G Comparing the growth kinetics of cell populations in two and three dimensions. Phys. Rev. E, 2009, 79: 051907-1-12

[31]

Ranft J, Basan M, Elgeti J Fluidization of tissues by cell division and apaptosis. PNAS, 2010, 107(49): 20863-20868

[32]

Roose T, Chapman S, Maini P. Mathematical models of avascular tumour growth: a review. SIAM Rev., 2007, 49(2): 179-208

[33]

Sánchez-Garduño F, Maini P K. Travelling wave phenomena in some degenerate reaction-diffusion equations. J. Diff. Eq., 1995, 117(2): 281-319

[34]

Weinberger H F, Lewis M A, Li B. Analysis of linear determinacy for spread in cooperative models. J. Math. Biol., 2002, 45: 183-218

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