Literature DB >> 33572301

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

Odelaisy León-Triana1, Antonio Pérez-Martínez2, Manuel Ramírez-Orellana3, Víctor M Pérez-García1.   

Abstract

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.

Entities:  

Keywords:  CAR-T cells; glioblastoma; immunotherapy of solid tumours; mathematical immunology; mathematical modelling; mathematical oncology

Year:  2021        PMID: 33572301      PMCID: PMC7916125          DOI: 10.3390/cancers13040703

Source DB:  PubMed          Journal:  Cancers (Basel)        ISSN: 2072-6694            Impact factor:   6.639


  54 in total

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2.  T cells expressing CD19 chimeric antigen receptors for acute lymphoblastic leukaemia in children and young adults: a phase 1 dose-escalation trial.

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Journal:  Lancet       Date:  2014-10-13       Impact factor: 79.321

3.  PD-1:PD-L inhibitory pathway affects both CD4(+) and CD8(+) T cells and is overcome by IL-2.

Authors:  LauraL Carter; Lynette A Fouser; Jason Jussif; Lori Fitz; Bija Deng; Clive R Wood; Mary Collins; Tasuku Honjo; Gordon J Freeman; Beatriz M Carreno
Journal:  Eur J Immunol       Date:  2002-03       Impact factor: 5.532

Review 4.  Toxicities of CD19 CAR-T cell immunotherapy.

Authors:  Alexandre V Hirayama; Cameron J Turtle
Journal:  Am J Hematol       Date:  2019-03-06       Impact factor: 10.047

5.  Nonlinear dynamics of immunogenic tumors: parameter estimation and global bifurcation analysis.

Authors:  V A Kuznetsov; I A Makalkin; M A Taylor; A S Perelson
Journal:  Bull Math Biol       Date:  1994-03       Impact factor: 1.758

6.  Treatment of CD33-directed chimeric antigen receptor-modified T cells in one patient with relapsed and refractory acute myeloid leukemia.

Authors:  Quan-shun Wang; Yao Wang; Hai-yan Lv; Qing-wang Han; Hui Fan; Bo Guo; Li-li Wang; Wei-dong Han
Journal:  Mol Ther       Date:  2014-09-01       Impact factor: 11.454

7.  Modeling cancer-immune responses to therapy.

Authors:  L G dePillis; A Eladdadi; A E Radunskaya
Journal:  J Pharmacokinet Pharmacodyn       Date:  2014-10-04       Impact factor: 2.745

8.  Precision Tumor Recognition by T Cells With Combinatorial Antigen-Sensing Circuits.

Authors:  Kole T Roybal; Levi J Rupp; Leonardo Morsut; Whitney J Walker; Krista A McNally; Jason S Park; Wendell A Lim
Journal:  Cell       Date:  2016-01-28       Impact factor: 41.582

Review 9.  Multi-antigen-targeted chimeric antigen receptor T cells for cancer therapy.

Authors:  Xiao Han; Yao Wang; Jianshu Wei; Weidong Han
Journal:  J Hematol Oncol       Date:  2019-11-29       Impact factor: 17.388

10.  Combinational targeting offsets antigen escape and enhances effector functions of adoptively transferred T cells in glioblastoma.

Authors:  Meenakshi Hegde; Amanda Corder; Kevin K H Chow; Malini Mukherjee; Aidin Ashoori; Yvonne Kew; Yi Jonathan Zhang; David S Baskin; Fatima A Merchant; Vita S Brawley; Tiara T Byrd; Simone Krebs; Meng Fen Wu; Hao Liu; Helen E Heslop; Stephen Gottschalk; Stephen Gottachalk; Eric Yvon; Nabil Ahmed
Journal:  Mol Ther       Date:  2013-08-13       Impact factor: 11.454

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  5 in total

1.  A multicompartment mathematical model based on host immunity for dissecting COVID-19 heterogeneity.

Authors:  Jianwei Li; Jianghua Wu; Jingpeng Zhang; Lu Tang; Heng Mei; Yu Hu; Fangting Li
Journal:  Heliyon       Date:  2022-05-18

Review 2.  Facing CAR T Cell Challenges on the Deadliest Paediatric Brain Tumours.

Authors:  Cristina Ferreras; Lucía Fernández; Laura Clares-Villa; Marta Ibáñez-Navarro; Carla Martín-Cortázar; Isabel Esteban-Rodríguez; Javier Saceda; Antonio Pérez-Martínez
Journal:  Cells       Date:  2021-10-29       Impact factor: 6.600

3.  Chemoimmunotherapy Administration Protocol Design for the Treatment of Leukemia through Mathematical Modeling and In Silico Experimentation.

Authors:  Paul A Valle; Raul Garrido; Yolocuauhtli Salazar; Luis N Coria; Corina Plata
Journal:  Pharmaceutics       Date:  2022-07-01       Impact factor: 6.525

4.  Investigating Two Modes of Cancer-Associated Antigen Heterogeneity in an Agent-Based Model of Chimeric Antigen Receptor T-Cell Therapy.

Authors:  Tina Giorgadze; Henning Fischel; Ansel Tessier; Kerri-Ann Norton
Journal:  Cells       Date:  2022-10-09       Impact factor: 7.666

5.  A Mathematical Description of the Bone Marrow Dynamics during CAR T-Cell Therapy in B-Cell Childhood Acute Lymphoblastic Leukemia.

Authors:  Álvaro Martínez-Rubio; Salvador Chulián; Cristina Blázquez Goñi; Manuel Ramírez Orellana; Antonio Pérez Martínez; Alfonso Navarro-Zapata; Cristina Ferreras; Victor M Pérez-García; María Rosa
Journal:  Int J Mol Sci       Date:  2021-06-14       Impact factor: 5.923

  5 in total

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