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Research Article | Open Access

Simulation of tumor density evolution upon chemotherapy alone or combined with a treatment to reduce lactate levels

Hussein Raad1Cyrille Allery1Laurence Cherfils1( )Carole Guillevin2,3Alain Miranville2Thomas Sookiew2,3Luc Pellerin4,5,6Rémy Guillevin2,3
La Rochelle Université, Laboratoire des Sciences de l'Ingénieur pour l'Environnement, UMR CNRS 7356, Avenue Michel Crépeau, F-17042 La Rochelle Cedex 1, France
Laboratoire I3M et Laboratoire de Mathématiques et Applications, Université de Poitiers, UMR CNRS 7348, Equipe DACTIM-MIS, Site du Futuroscope - Téléport 2, 11 Boulevard Marie et Pierre Curie, 86073 Poitiers Cedex 9, France
CHU de Poitiers, service de radiologie, 2 rue de la Milétrie, 86000 Poitiers, France
Inserm U1313, 2 rue de la Milétrie, 86000 Poitiers, France
Université de Poitiers, 2 rue de la Milétrie, 86000 Poitiers, France
CHU de Poitiers, service de biochimie, 2 rue de la Milétrie, 86000 Poitiers, France
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Abstract

In this study, we introduced a mathematical model mimicking as much as possible the evolutions and interactions between glioma and lactate in the brain, in order to test different therapies and administration protocols. We simulated both glioma cell density evolution and lactate concentration, and considered two therapies: chemotherapy and a treatment targeting lactate production. Three different protocols for administrating the therapies were tested. We compared the efficiency of the combined therapies, depending on the administration protocols and the dosage of the drugs, in order to evaluate the importance of controlling lactate production. Results show that the use of an agent to reduce lactate concentration permits one to significantly reduce the dose of the chemotherapeutic drug.

CLC number: 35Q92, 35Q93, 92C50, 65M60, 35K51, 35K58

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AIMS Mathematics
Pages 5250-5268

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Cite this article:
Raad H, Allery C, Cherfils L, et al. Simulation of tumor density evolution upon chemotherapy alone or combined with a treatment to reduce lactate levels. AIMS Mathematics, 2024, 9(3): 5250-5268. https://doi.org/10.3934/math.2024254

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Received: 30 October 2023
Revised: 12 January 2024
Accepted: 19 January 2024
Published: 15 March 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)