TY - JOUR
T1 - Optimal Chemotherapy for Brain Tumor Growth in a Reaction-Diffusion Model
AU - Yousefnezhad, Mohsen
AU - Kao, Chiu-Yen
AU - Mohammadi, Seyyed Abbas
N1 - Copyright © by SIAM. Unauthorized reproduction of this article is prohibited.
PY - 2021
Y1 - 2021
N2 - In this paper we address the question of determining optimal chemotherapy strategies to prevent the growth of brain tumor population. To do so, we consider a reaction-diffusion model which describes the diffusion and proliferation of tumor cells and a minimization problem corresponding to it. We shall establish that the optimization problem admits a solution and obtain a necessary condition for the minimizer. In a specific case, the optimizer is calculated explicitly, and we prove that it is unique. Then, a gradient-based efficient numerical algorithm is developed in order to determine the optimizer. Our results suggest a bang-bang chemotherapy strategy in a cycle which starts at the maximum dose and terminates with a rest period. Numerical simulations based upon our algorithm on a real brain image show that this is in line with the maximum tolerated dose (MTD), a standard chemotherapy protocol.
AB - In this paper we address the question of determining optimal chemotherapy strategies to prevent the growth of brain tumor population. To do so, we consider a reaction-diffusion model which describes the diffusion and proliferation of tumor cells and a minimization problem corresponding to it. We shall establish that the optimization problem admits a solution and obtain a necessary condition for the minimizer. In a specific case, the optimizer is calculated explicitly, and we prove that it is unique. Then, a gradient-based efficient numerical algorithm is developed in order to determine the optimizer. Our results suggest a bang-bang chemotherapy strategy in a cycle which starts at the maximum dose and terminates with a rest period. Numerical simulations based upon our algorithm on a real brain image show that this is in line with the maximum tolerated dose (MTD), a standard chemotherapy protocol.
KW - reaction-diffusion equation
KW - brain tumor
KW - optimal chemotherapy strategy
UR - http://www.scopus.com/inward/record.url?eid=2-s2.0-85107560666&partnerID=MN8TOARS
U2 - 10.1137/20M135995X
DO - 10.1137/20M135995X
M3 - Article
SN - 0036-1399
VL - 81
SP - 1077
EP - 1097
JO - SIAM Journal on Applied Mathematics
JF - SIAM Journal on Applied Mathematics
IS - 3
ER -