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A mathematical model to the melanoma dynamics involving CAR T-cells

dc.contributor.authorRodrigues, Guilherme [UNESP]
dc.contributor.authorSilva, Jairo G.
dc.contributor.authorAdimy, Mostafa
dc.contributor.authorMancera, Paulo F. A. [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.contributor.institutionFederal Institute of Mato Grosso
dc.contributor.institutionUniversité Jean Monnet
dc.date.accessioned2025-04-29T20:17:26Z
dc.date.issued2025-02-01
dc.description.abstractMelanoma is one of the most aggressive types of cancer. Although it has a low percentage of incidence in the population, a high degree of lethality is observed due to its rapid metastasis. As melanoma is a highly immunogenic cancer, it has been used as an experimental model in several studies aimed at developing therapies, such as immunotherapy with Chimeric Antigen Receptor (CAR) T-cells. We propose a mathematical model of three ordinary differential equations to describe the dynamics of melanoma in the presence of Tumor-Associated Macrophages (TAMs) and CAR T-cell therapy, to assess the role of TAMs cells in the failure of this melanoma therapy. We examine the existence and asymptotic stability of equilibrium points of this system, giving a biological interpretation to each of them. Based on our theoretical and numerical results, we conclude that immunosuppression has a negative impact on CAR T-cell immunotherapy and that increasing the immunotherapy dose can improve tumor control. Furthermore, an increase in the action of the TAMs population on tumor proliferation can induce oscillations that eventually become periodic.en
dc.description.affiliationResearch Program in Biometry Institute of Biosciences São Paulo State University (UNESP), São Paulo
dc.description.affiliationFederal Institute of Mato Grosso, Mato Grosso
dc.description.affiliationInria ICJ UMR 5208 CNRS Ecole Centrale de Lyon INSA Lyon Universite Claude Bernard Lyon 1 Université Jean Monnet
dc.description.affiliationDepartment of Biodiversity and Biostatistics Institute of Biosciences São Paulo State University (UNESP), São Paulo
dc.description.affiliationUnespResearch Program in Biometry Institute of Biosciences São Paulo State University (UNESP), São Paulo
dc.description.affiliationUnespDepartment of Biodiversity and Biostatistics Institute of Biosciences São Paulo State University (UNESP), São Paulo
dc.identifierhttp://dx.doi.org/10.1007/s40314-024-03060-3
dc.identifier.citationComputational and Applied Mathematics, v. 44, n. 1, 2025.
dc.identifier.doi10.1007/s40314-024-03060-3
dc.identifier.issn1807-0302
dc.identifier.issn2238-3603
dc.identifier.scopus2-s2.0-85213985688
dc.identifier.urihttps://hdl.handle.net/11449/309993
dc.language.isoeng
dc.relation.ispartofComputational and Applied Mathematics
dc.sourceScopus
dc.subjectCancer modeling
dc.subjectImmunotherapy
dc.subjectSensitivity analysis
dc.subjectStability analysis
dc.subjectTumor-associated macrophages (TAMs)
dc.titleA mathematical model to the melanoma dynamics involving CAR T-cellsen
dc.typeArtigopt
dspace.entity.typePublication
unesp.author.orcid0000-0001-7113-8937[1]
unesp.author.orcid0000-0002-5285-5591[2]
unesp.author.orcid0000-0003-2732-3830[3]
unesp.author.orcid0000-0002-2080-8053[4]

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