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CAR T cells for T-cell leukemias: Insights from mathematical models
- 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.
- Subjects :
- Cd19
Computer science
CAR-T cell therapies
medicine.medical_treatment
T cell
Context (language use)
Mathematical oncology
01 natural sciences
010305 fluids & plasmas
Immune system
0103 physical sciences
medicine
Naive
Tissues and Organs (q-bio.TO)
010306 general physics
Practical implications
Numerical Analysis
Mathematical model
Applied Mathematics
Cancer
Quantitative Biology - Tissues and Organs
Immunotherapy
medicine.disease
medicine.anatomical_structure
FOS: Biological sciences
Modeling and Simulation
T-cell leukemias
Cancer research
Therapy
Car t cells
Subjects
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