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Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy

Chimeric antigen receptor T‐cell (CART) therapy is a new and promising cancer therapy. However, severe toxicity due to cytokine release syndrome (CRS) in CART‐treated patients highlighted the possible danger of this new therapy. Disease burden and CART doses are the potential factors associated with...

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Autores principales: Hardiansyah, Deni, Ng, Chee Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662387/
https://www.ncbi.nlm.nih.gov/pubmed/30990958
http://dx.doi.org/10.1111/cts.12636
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author Hardiansyah, Deni
Ng, Chee Meng
author_facet Hardiansyah, Deni
Ng, Chee Meng
author_sort Hardiansyah, Deni
collection PubMed
description Chimeric antigen receptor T‐cell (CART) therapy is a new and promising cancer therapy. However, severe toxicity due to cytokine release syndrome (CRS) in CART‐treated patients highlighted the possible danger of this new therapy. Disease burden and CART doses are the potential factors associated with CRS but the detail relationships between these factors and the severity of the CRS remain largely unknown. In this study, the quantitative systems pharmacology (QSP) approach is used to quantify the complex relationships among CART doses, disease burden, and pro inflammatory cytokines in human subjects and to gain relevant insights into the determinant of clinical toxicity/efficacy in development of CART therapy. The expansion of CART and elimination of B cells are more highly correlated with disease burden than the administered CART doses. To our best knowledge, this is the first QSP model that can describe the observed clinical data from CART‐treated patients with cancer. This QSP model is a valuable tool for deepening our understanding of how the mechanism of action connects to the clinical outcomes and, therefore, may serve as an important model‐based platform to guide the development and personalized dosing of the CART therapy.
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spelling pubmed-66623872019-08-02 Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy Hardiansyah, Deni Ng, Chee Meng Clin Transl Sci Research Chimeric antigen receptor T‐cell (CART) therapy is a new and promising cancer therapy. However, severe toxicity due to cytokine release syndrome (CRS) in CART‐treated patients highlighted the possible danger of this new therapy. Disease burden and CART doses are the potential factors associated with CRS but the detail relationships between these factors and the severity of the CRS remain largely unknown. In this study, the quantitative systems pharmacology (QSP) approach is used to quantify the complex relationships among CART doses, disease burden, and pro inflammatory cytokines in human subjects and to gain relevant insights into the determinant of clinical toxicity/efficacy in development of CART therapy. The expansion of CART and elimination of B cells are more highly correlated with disease burden than the administered CART doses. To our best knowledge, this is the first QSP model that can describe the observed clinical data from CART‐treated patients with cancer. This QSP model is a valuable tool for deepening our understanding of how the mechanism of action connects to the clinical outcomes and, therefore, may serve as an important model‐based platform to guide the development and personalized dosing of the CART therapy. John Wiley and Sons Inc. 2019-04-20 2019-07 /pmc/articles/PMC6662387/ /pubmed/30990958 http://dx.doi.org/10.1111/cts.12636 Text en © 2019 The Authors. Clinical and Translational Science published by Wiley Periodicals, Inc. on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research
Hardiansyah, Deni
Ng, Chee Meng
Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy
title Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy
title_full Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy
title_fullStr Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy
title_full_unstemmed Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy
title_short Quantitative Systems Pharmacology Model of Chimeric Antigen Receptor T‐Cell Therapy
title_sort quantitative systems pharmacology model of chimeric antigen receptor t‐cell therapy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662387/
https://www.ncbi.nlm.nih.gov/pubmed/30990958
http://dx.doi.org/10.1111/cts.12636
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