Figure 2.
Nullclines $ f(u,v) = 0 $ and $ g(u,v) = 0 $ . The red curve represents $ f(u,v) = 0 $ , while the blue curve represents $ g(u,v) = 0. $
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July
2021, 41(7): 3109-3140.
doi: 10.3934/dcds.2020400
Existence and stability of patterns in a reaction-diffusion-ODE system with hysteresis in non-uniform media
| 1. | Institute for Mathematical Sciences, Renmin University of China, Beijing, 100872, China |
| 2. | Institute of Liberal Arts and Sciences, Tohoku University, Sendai, 980-8576, Japan |
This paper is concerned with the existence and stability of steady states of a reaction-diffusion-ODE system arising from the theory of biological pattern formation. We are interested in spontaneous emergence of patterns from spatially heterogeneous environments, hence assume that all coefficients in the equations can depend on the spatial variable. We give some sufficient conditions on the coefficients which guarantee the existence of far-from-the-equilibrium patterns with jump discontinuity and then verify their stability in a weak sense. Our conditions cover the case where the number of equilibria of the kinetic system (i.e., without diffusion) changes from one to three in the spatial interval, which is not obtained by a small perturbation of constant coefficients. Moreover, we consider the asymptotic behavior of steady states as the diffusion coefficient tends to infinity. Some examples and numerical simulations are given to illustrate the theoretical results.
Keywords:
Reaction-diffusion-ODE system,
pattern formation,
hysteresis,
steady states with jump discontinuity,
asymptotic behavior,
stability.
Mathematics Subject Classification:
Primary: 35B36, 35K57; Secondary: 35B35, 35J25.
Citation:
Izumi Takagi, Conghui Zhang. Existence and stability of patterns in a reaction-diffusion-ODE system with hysteresis in non-uniform media. Discrete and Continuous Dynamical Systems,
2021, 41
(7)
: 3109-3140.
doi: 10.3934/dcds.2020400
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References:
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D. G. Aronson, A. Tesei and H. Weinberger,
A density-dependent diffusion system with stable discontinuous stationary solutions, Ann. Mat. Pura Appl., 152 (1988), 259-280.
doi: 10.1007/BF01766153. |
| [2] |
R. S. Cantrell and C. Cosner, Spatial Ecology via Reaction-Diffusion Equations, Wiley Series in Mathematical and Computational Biology, John Wiley and Sons, Ltd., Chichester, 2003.
doi: 10.1002/0470871296. |
| [3] |
S. Härting, A. Marciniak-Czochra and I. Takagi,
Stable patterns with jump discontinuity in systems with Turing instability and hysteresis, Discrete Contin. Dyn. Syst., 37 (2017), 757-800.
doi: 10.3934/dcds.2017032. |
| [4] |
Y. Li, A. Marciniak-Czochra, I. Takagi and B. Y. Wu,
Bifurcation analysis of a diffusion-ODE model with Turing instability and hysteresis, Hiroshima Math. J., 47 (2017), 217-247.
doi: 10.32917/hmj/1499392826. |
| [5] |
A. Marciniak-Czochra,
Receptor-based models with diffusion-driven instability for pattern formation in hydra, J. Biol. Systems, 11 (2003), 293-324.
doi: 10.1142/S0218339003000889. |
| [6] |
A. Marciniak-Czochra,
Receptor-based models with hysteresis for pattern formation in Hydra, Math. Biosci., 199 (2006), 97-119.
doi: 10.1016/j.mbs.2005.10.004. |
| [7] |
A. Marciniak-Czochra, M. Nakayama and I. Takagi,
Pattern formation in a diffusion-ODE model with hysteresis, Differential Integral Equations, 28 (2015), 655-694.
|
| [8] |
M. Mimura, M. Tabata and Y. Hosono,
Multiple solutions of two-point boundary value problems of Neumann type with a small parameter, SIAM J. Math. Anal., 11 (1980), 613-631.
doi: 10.1137/0511057. |
| [9] |
J. D. Murray, Mathematical Biology. II: Spatial Models and Biomedical Applications, Third edition, Springer, 2003. |
| [10] |
J. A. Sherrat, P. K. Maini, W. Jäger and W. M$\ddot{\mathrm{u}}$ller,
A receptor-based model for pattern formation in hydra, Forma, 10 (1995), 77-95.
|
| [11] |
I. Takagi and H. Yamamoto,
Locator function for concentration points in a spatially heterogeneous semilinear Neumann problem, Indiana Univ. Math. J., 68 (2019), 63-103.
doi: 10.1512/iumj.2019.68.7560. |
| [12] |
A. M. Turing,
The chemical basis of morphogenesis, Philos. Trans. Roy. Soc. Lond Ser. B, 237 (1952), 37-72.
doi: 10.1098/rstb.1952.0012. |
| [13] |
J. C. Wei and M. Winter, Mathematical Aspects of Pattern Formation in Biological Systems, Applied Mathematical Sciences, Springer, London, 2014.
doi: 10.1007/978-1-4471-5526-3. |
| [14] |
H. F. Weinberger, A simple system with a continuum of stable inhomogeneous steady states, Nonlinear Partial Differential Equations in Applied Science; Proceedings of the U.S.-Japan Seminar, North-Holland Math. Stud., 81 (1983), 345–359. |
show all references
References:
| [1] |
D. G. Aronson, A. Tesei and H. Weinberger,
A density-dependent diffusion system with stable discontinuous stationary solutions, Ann. Mat. Pura Appl., 152 (1988), 259-280.
doi: 10.1007/BF01766153. |
| [2] |
R. S. Cantrell and C. Cosner, Spatial Ecology via Reaction-Diffusion Equations, Wiley Series in Mathematical and Computational Biology, John Wiley and Sons, Ltd., Chichester, 2003.
doi: 10.1002/0470871296. |
| [3] |
S. Härting, A. Marciniak-Czochra and I. Takagi,
Stable patterns with jump discontinuity in systems with Turing instability and hysteresis, Discrete Contin. Dyn. Syst., 37 (2017), 757-800.
doi: 10.3934/dcds.2017032. |
| [4] |
Y. Li, A. Marciniak-Czochra, I. Takagi and B. Y. Wu,
Bifurcation analysis of a diffusion-ODE model with Turing instability and hysteresis, Hiroshima Math. J., 47 (2017), 217-247.
doi: 10.32917/hmj/1499392826. |
| [5] |
A. Marciniak-Czochra,
Receptor-based models with diffusion-driven instability for pattern formation in hydra, J. Biol. Systems, 11 (2003), 293-324.
doi: 10.1142/S0218339003000889. |
| [6] |
A. Marciniak-Czochra,
Receptor-based models with hysteresis for pattern formation in Hydra, Math. Biosci., 199 (2006), 97-119.
doi: 10.1016/j.mbs.2005.10.004. |
| [7] |
A. Marciniak-Czochra, M. Nakayama and I. Takagi,
Pattern formation in a diffusion-ODE model with hysteresis, Differential Integral Equations, 28 (2015), 655-694.
|
| [8] |
M. Mimura, M. Tabata and Y. Hosono,
Multiple solutions of two-point boundary value problems of Neumann type with a small parameter, SIAM J. Math. Anal., 11 (1980), 613-631.
doi: 10.1137/0511057. |
| [9] |
J. D. Murray, Mathematical Biology. II: Spatial Models and Biomedical Applications, Third edition, Springer, 2003. |
| [10] |
J. A. Sherrat, P. K. Maini, W. Jäger and W. M$\ddot{\mathrm{u}}$ller,
A receptor-based model for pattern formation in hydra, Forma, 10 (1995), 77-95.
|
| [11] |
I. Takagi and H. Yamamoto,
Locator function for concentration points in a spatially heterogeneous semilinear Neumann problem, Indiana Univ. Math. J., 68 (2019), 63-103.
doi: 10.1512/iumj.2019.68.7560. |
| [12] |
A. M. Turing,
The chemical basis of morphogenesis, Philos. Trans. Roy. Soc. Lond Ser. B, 237 (1952), 37-72.
doi: 10.1098/rstb.1952.0012. |
| [13] |
J. C. Wei and M. Winter, Mathematical Aspects of Pattern Formation in Biological Systems, Applied Mathematical Sciences, Springer, London, 2014.
doi: 10.1007/978-1-4471-5526-3. |
| [14] |
H. F. Weinberger, A simple system with a continuum of stable inhomogeneous steady states, Nonlinear Partial Differential Equations in Applied Science; Proceedings of the U.S.-Japan Seminar, North-Holland Math. Stud., 81 (1983), 345–359. |
Figure 1.
The relationship between $ X_{i,\beta} $ and $ Y_{i,\beta} $ . Cases (a) and (b) are exclusive each other; and cases (c) and (d) are exclusive each other. Theorem 3.2 treats cases (a) and (c); Theorem 3.1 (i) deals with case (a); Theorem 3.1 (ii) deals with case (c) and Theorem 3.3 treats cases (b) and (d)
Figure 3.
Pattern formation in Example 1. The red curve represents receptor; the blue curve represents ligand; light blue is $ \mu_{2} $ ; green is $ m_{1}(x) $ and brown is $ m_{2}(x) $
Figure 4.
Pattern formation in Example 2. The red curve represents receptor; the blue curve represents ligand; light blue is $ \mu_{2}(x) $ and brown is $ m_{2}(x) $
Figure 5.
Pattern formation in Example 3. The red curve represents receptor; the blue curve represents ligand; light blue is $ \mu_{2}(x) $ ; green is $ m_{1}(x) $ and brown is $ m_{2}(x) $
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