Journal of Applied Nonlinear Dynamics
An Optimal Control Problem for Acid-mediated Cancer
Invasion Model
Journal of Applied Nonlinear Dynamics 12(2) (2023) 339--351 | DOI:10.5890/JAND.2023.06.011
M. Navaneetha Krishnan$^1$, N. Barani Balan$^1$, L. Shangerganesh$^2$, J. Manimaran$^3$
$^1$ Department of Mathematics, Central University of Tamil Nadu, Thiruvarur - 610 005, India
$^2$ Department of Applied Sciences, National Institute of Technology Goa, Goa - 403 401, India
$^3 $ Department of Mathematics, Vellore Institute of Technology, Chennai - 600127, India
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Abstract
In this article, we investigate an optimal control problem for acid-mediated cancer invasion model which describes the normal cell density, the tumor cell density, the excess $H^+$ ion concentration, the extracellular matrix, and active metalloproteinases. The main objective of this paper is to minimize the growth of tumor cells by controlling the excess production of $H^+$ ions. First, we establish the existence of weak solutions by using the Faedo-Galerkin approximation method, then we prove the existence of optimal control. Further, we derive the necessary optimality condition for acid-mediated cancer invasion model. Finally, we illustrate the importance of the control term using some numerical simulations.
References
-
[1]  | Gatenby, R.A. and Gawlinski, E.T. (1996), A reaction-diffusion model of cancer invasion, Cancer Research, 56, 5745-5753.
|
-
[2]  | Gatenby, R.A., Gawlinski, E.T., Gmitro, A.F.,
Kaylor, B., and Gillies, R.J. (2006), Acid-mediated tumor invasion: a multidisciplinary study, Cancer Research, 66, 5216-5223.
|
-
[3]  | Martin, N.K., Gaffney, E.A., Gatenby, R.A., and Maini, P.K. (2010), Tumour-stromal interactions in acid-mediated invasion: A mathematical model, Journal of Theoretical Biology, 267, 461-470.
|
-
[4]  | Fasano, A., Herrero, M.A., and Rodrigo, M.R. (2009), Slow and fast invasion waves in a model of acid-mediated tumour growth, Mathematical Biosciences, 220, 45-56.
|
-
[5]  | Li, C., Kaushik, A., and Yin, G. (2014), Global existence of classical solutions to an acid-mediated invasion model for tumor-stromal interactions, Applied Mathematics and Computation, 234, 599-605.
|
-
[6]  | McGillen, J.B., Gaffney, E.A., Martin, N.K., and Maini, P.K. (2014), A general reaction-diffusion model of acidity in cancer invasion, Journal of Mathematical Biology, 68, 1199-1224.
|
-
[7]  | Silva, A.S., Yunes, J.A., Gillies, R.J., and Gatenby, R.A. (2009), The potential role of systemic buffers in reducing intratumoral extracellular ph and acid-mediated invasion, Cancer Research, 69, 2677-2684.
|
-
[8]  | Sowndarrajan, P.T. and Shangerganesh, L. (2018), Optimal control problem for cancer invasion parabolic system with nonlinear diffusion, A Journal of Mathematical Programming and Operations Research, 67, 1819-1836.
|
-
[9]  | Bendahmane, M., Erraji, E., and Karami, F. (2021), Optimal control for nonlocal reaction-diffusion system describing calcium dynamics in cardiac cell, Mathematical Methods in the Applied Sciences, 44, 4802-4834.
|
-
[10]  | Postaa, M. and Roubicek, T. (2007), Optimal Control of Navier-Stokes equations by Oseen approximation, Computers and Mathematics with Applications, 53, 569-581.
|
-
[11]  | Colli, P., Gilardi, G., Rocca, E., and Sprekels, J. (2017), Optimal distributed control of a diffuse interface model of tumor growth, Nonlinearity, 30, 2518-2546.
|
-
[12]  | Garcke, H., Lam, K.F., and Rocca, E. (2018), Optimal control of treatment time in a diffuse interface model of tumor growth, Applied Mathematics and Optimization, 78, 495-544.
|
-
[13]  | Signori, A. (2020), Optimal distributed control of an extended model of tumor growth with logarithmic potential, Applied Mathematics and Optimization, 82, 517-549.
|
-
[14]  | Hecht, F. (2012), New development in freefem++, Journal of Numerical Mathematics, 20, 251-265.
|
-
[15]  | Sowndarrajan, P.T., Manimaran, J., Debbouche, A., and Shangerganesh, L. (2019), Distributed optimal control of a tumor growth treatment model with cross-diffusion effect, The European Physical Journal Plus, 134, 463.
|