We prove the existence of an optimal treatment combining chemotherapy and a lactate targeting drug for a mathematical model for high grade gliomas and lactate kinetics. A necessary condition for a treatment to be optimal is also devised, allowing to design numerically the proper therapy. The analytical results are validated by the numerical simulations; as clinical experience proves, the simulations show that the effect of chemotherapy is enhanced by the other drug whose sole administration is, in turn, almost irrelevant.
Optimal control of therapies on a tumor growth model with brain lactate kinetics / Cherfils, Laurence; Gatti, Stefania; Miranville, Alain; Raad, Hussein; Guillevin, Rémy. - In: DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS. SERIES S. - ISSN 1937-1632. - 17:7(2024), pp. 2298-2322. [10.3934/dcdss.2024032]
Optimal control of therapies on a tumor growth model with brain lactate kinetics
Cherfils, Laurence
;Gatti, Stefania;Miranville, Alain;
2024
Abstract
We prove the existence of an optimal treatment combining chemotherapy and a lactate targeting drug for a mathematical model for high grade gliomas and lactate kinetics. A necessary condition for a treatment to be optimal is also devised, allowing to design numerically the proper therapy. The analytical results are validated by the numerical simulations; as clinical experience proves, the simulations show that the effect of chemotherapy is enhanced by the other drug whose sole administration is, in turn, almost irrelevant.File | Dimensione | Formato | |
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