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CAR T cells for T-cell leukemias: Insights from mathematical models

Authors :
Odelaisy León-Triana
María Rosa
Víctor M. Pérez-García
Antonio Pérez-Martínez
[Perez-Garcia, Victor M.] Univ Castilla La Mancha, ETSI Ind, Dept Matemat, Math Oncol Lab MOLAB, Ciudad Real 13071, Spain
[Leon-Triana, Odelaisy] Univ Castilla La Mancha, ETSI Ind, Dept Matemat, Math Oncol Lab MOLAB, Ciudad Real 13071, Spain
[Perez-Garcia, Victor M.] Univ Castilla La Mancha, Inst Matemat Aplicada Ciencia & Ingn, Ciudad Real 13071, Spain
[Leon-Triana, Odelaisy] Univ Castilla La Mancha, Inst Matemat Aplicada Ciencia & Ingn, Ciudad Real 13071, Spain
[Rosa, Maria] Univ Cadiz, Dept Math, Puerto Real, Spain
[Rosa, Maria] Inst Invest & Innovac Biomed Cadiz INiBICA, Cadiz, Spain
[Perez-Martinez, Antonio] Hosp Univ La Paz, Translat Res Unit Paediat Haematooncol Hematopoie, Madrid, Spain
[Perez-Martinez, Antonio] Hosp Univ La Paz, Paediat Haematooncol Dept, Madrid, Spain
Ministerio de Ciencia e Innovacion
Junta de Comunidades de Castilla-La Mancha
James S. Mc.Donnell Foundation (USA) 21st Century Science Initiative in Mathematical and Complex Systems Approaches for Brain Cancer
Junta de Andalucia group
Fundacion Espanola para la Ciencia y la Tecnologia (FECYT) from the University of Cadiz
Asociacion Pablo Ugarte (APU)
University of Castilla-La Mancha research plan
Source :
Communications in Nonlinear Science and Numerical Simulation. 96:105684
Publication Year :
2021
Publisher :
Elsevier BV, 2021.

Abstract

Immunotherapy has the potential to change the way all cancer types are treated and cured. Cancer immunotherapies use elements of the patient immune system to attack tumor cells. One of the most successful types of immunotherapy is CAR-T cells. This treatment works by extracting patient's T-cells and adding to them an antigen receptor allowing tumor cells to be recognized and targeted. These new cells are called CAR-T cells and are re-infused back into the patient after expansion in-vitro. This approach has been successfully used to treat B-cell malignancies (B-cell leukemias and lymphomas). However, its application to the treatment of T-cell leukemias faces several problems. One of these is fratricide, since the CAR-T cells target both tumor and other CAR-T cells. This leads to nonlinear dynamical phenomena amenable to mathematical modeling. In this paper we construct a mathematical model describing the competition of CAR-T, tumor and normal T-cells and studied some basic properties of the model and its practical implications. Specifically, we found that the model reproduced the observed difficulties for in-vitro expansion of the therapeutic cells found in the laboratory. The mathematical model predicted that CAR-T cell expansion in the patient would be possible due to the initial presence of a large number of targets. We also show that, in the context of our mathematical approach, CAR-T cells could control tumor growth but not eradicate the disease.(c) 2020 Elsevier B.V. All rights reserved.

Details

ISSN :
10075704
Volume :
96
Database :
OpenAIRE
Journal :
Communications in Nonlinear Science and Numerical Simulation
Accession number :
edsair.doi.dedup.....d2c26969b0027564642fb84f853ba86b
Full Text :
https://doi.org/10.1016/j.cnsns.2020.105684