Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept

Chimeric antigen receptor (CAR)-T cell-based therapies have achieved substantial success against B-cell malignancies, which has led to a growing scientific and clinical interest in extending their use to solid cancers. However, results for solid tumours have been limited up to now, in part due to th...

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Main Authors: Odelaisy León-Triana, Antonio Pérez-Martínez, Manuel Ramírez-Orellana, Víctor M. Pérez-García
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/4/703
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spelling doaj-495a2b3c3d074d9ba51b35f955c528a12021-02-10T00:04:12ZengMDPI AGCancers2072-66942021-02-011370370310.3390/cancers13040703Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of ConceptOdelaisy León-Triana0Antonio Pérez-Martínez1Manuel Ramírez-Orellana2Víctor M. Pérez-García3Mathematical Oncology Laboratory (MOLAB), Department of Mathematics, Instituto de Matemática Aplicada a la Ciencia y la Ingeniería, Universidad de Castilla-La Mancha, Avda. Camilo José Cela, 3, 13071 Ciudad Real, SpainPaediatric Haemato-Oncology Department, Hospital Universitario La Paz, 28046 Madrid, SpainTranslational Research Unit in Paediatric Haemato-Oncology, Haematopoietic Stem Cell Transplantation and Cell Therapy, Hospital Infantil Universitario Niño Jesús, 28009 Madrid, SpainMathematical Oncology Laboratory (MOLAB), Department of Mathematics, Instituto de Matemática Aplicada a la Ciencia y la Ingeniería, Universidad de Castilla-La Mancha, Avda. Camilo José Cela, 3, 13071 Ciudad Real, SpainChimeric antigen receptor (CAR)-T cell-based therapies have achieved substantial success against B-cell malignancies, which has led to a growing scientific and clinical interest in extending their use to solid cancers. However, results for solid tumours have been limited up to now, in part due to the immunosuppressive tumour microenvironment, which is able to inactivate CAR-T cell clones. In this paper we put forward a mathematical model describing the competition of CAR-T and tumour cells, taking into account their immunosuppressive capacity. Using the mathematical model, we show that the use of large numbers of CAR-T cells targetting the solid tumour antigens could overcome the immunosuppressive potential of cancer. To achieve such high levels of CAR-T cells we propose, and study computationally, the manufacture and injection of CAR-T cells targetting two antigens: CD19 and a tumour-associated antigen. We study in silico the resulting dynamics of the disease after the injection of this product and find that the expansion of the CAR-T cell population in the blood and lymphopoietic organs could lead to the massive production of an army of CAR-T cells targetting the solid tumour, and potentially overcoming its immune suppression capabilities. This strategy could benefit from the combination with PD-1 inhibitors and low tumour loads. Our computational results provide theoretical support for the treatment of different types of solid tumours using T cells engineered with combination treatments of dual CARs with on- and off-tumour activity and anti-PD-1 drugs after completion of classical cytoreductive treatments.https://www.mdpi.com/2072-6694/13/4/703mathematical oncologyCAR-T cellsmathematical immunologymathematical modellingimmunotherapy of solid tumoursglioblastoma
collection DOAJ
language English
format Article
sources DOAJ
author Odelaisy León-Triana
Antonio Pérez-Martínez
Manuel Ramírez-Orellana
Víctor M. Pérez-García
spellingShingle Odelaisy León-Triana
Antonio Pérez-Martínez
Manuel Ramírez-Orellana
Víctor M. Pérez-García
Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept
Cancers
mathematical oncology
CAR-T cells
mathematical immunology
mathematical modelling
immunotherapy of solid tumours
glioblastoma
author_facet Odelaisy León-Triana
Antonio Pérez-Martínez
Manuel Ramírez-Orellana
Víctor M. Pérez-García
author_sort Odelaisy León-Triana
title Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept
title_short Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept
title_full Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept
title_fullStr Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept
title_full_unstemmed Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept
title_sort dual-target car-ts with on- and off-tumour activity may override immune suppression in solid cancers: a mathematical proof of concept
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2021-02-01
description Chimeric antigen receptor (CAR)-T cell-based therapies have achieved substantial success against B-cell malignancies, which has led to a growing scientific and clinical interest in extending their use to solid cancers. However, results for solid tumours have been limited up to now, in part due to the immunosuppressive tumour microenvironment, which is able to inactivate CAR-T cell clones. In this paper we put forward a mathematical model describing the competition of CAR-T and tumour cells, taking into account their immunosuppressive capacity. Using the mathematical model, we show that the use of large numbers of CAR-T cells targetting the solid tumour antigens could overcome the immunosuppressive potential of cancer. To achieve such high levels of CAR-T cells we propose, and study computationally, the manufacture and injection of CAR-T cells targetting two antigens: CD19 and a tumour-associated antigen. We study in silico the resulting dynamics of the disease after the injection of this product and find that the expansion of the CAR-T cell population in the blood and lymphopoietic organs could lead to the massive production of an army of CAR-T cells targetting the solid tumour, and potentially overcoming its immune suppression capabilities. This strategy could benefit from the combination with PD-1 inhibitors and low tumour loads. Our computational results provide theoretical support for the treatment of different types of solid tumours using T cells engineered with combination treatments of dual CARs with on- and off-tumour activity and anti-PD-1 drugs after completion of classical cytoreductive treatments.
topic mathematical oncology
CAR-T cells
mathematical immunology
mathematical modelling
immunotherapy of solid tumours
glioblastoma
url https://www.mdpi.com/2072-6694/13/4/703
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