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Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings

Chimeric antigen receptor (CAR) T-cell based immunotherapy has shown its potential in treating blood cancers, and its application to solid tumors is currently being extensively investigated. For glioma brain tumors, various CAR T-cell targets include IL13Rα2, EGFRvIII, HER2, EphA2, GD2, B7-H3, and c...

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Autores principales: Li, Runpeng, Sahoo, Prativa, Wang, Dongrui, Wang, Qixuan, Brown, Christine E., Rockne, Russell C., Cho, Heyrim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9983577/
https://www.ncbi.nlm.nih.gov/pubmed/36875891
http://dx.doi.org/10.1016/j.immuno.2023.100022
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author Li, Runpeng
Sahoo, Prativa
Wang, Dongrui
Wang, Qixuan
Brown, Christine E.
Rockne, Russell C.
Cho, Heyrim
author_facet Li, Runpeng
Sahoo, Prativa
Wang, Dongrui
Wang, Qixuan
Brown, Christine E.
Rockne, Russell C.
Cho, Heyrim
author_sort Li, Runpeng
collection PubMed
description Chimeric antigen receptor (CAR) T-cell based immunotherapy has shown its potential in treating blood cancers, and its application to solid tumors is currently being extensively investigated. For glioma brain tumors, various CAR T-cell targets include IL13Rα2, EGFRvIII, HER2, EphA2, GD2, B7-H3, and chlorotoxin. In this work, we are interested in developing a mathematical model of IL13Rα2 targeting CAR T-cells for treating glioma. We focus on extending the work of Kuznetsov et al. (1994) by considering binding of multiple CAR T-cells to a single glioma cell, and the dynamics of these multi-cellular conjugates. Our model more accurately describes experimentally observed CAR T-cell killing assay data than the models which do not consider multi-cellular conjugates. Moreover, we derive conditions in the CAR T-cell expansion rate that determines treatment success or failure. Finally, we show that our model captures distinct CAR T-cell killing dynamics from low to high antigen receptor densities in patient-derived brain tumor cells.
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spelling pubmed-99835772023-03-03 Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings Li, Runpeng Sahoo, Prativa Wang, Dongrui Wang, Qixuan Brown, Christine E. Rockne, Russell C. Cho, Heyrim Immunoinformatics (Amst) Article Chimeric antigen receptor (CAR) T-cell based immunotherapy has shown its potential in treating blood cancers, and its application to solid tumors is currently being extensively investigated. For glioma brain tumors, various CAR T-cell targets include IL13Rα2, EGFRvIII, HER2, EphA2, GD2, B7-H3, and chlorotoxin. In this work, we are interested in developing a mathematical model of IL13Rα2 targeting CAR T-cells for treating glioma. We focus on extending the work of Kuznetsov et al. (1994) by considering binding of multiple CAR T-cells to a single glioma cell, and the dynamics of these multi-cellular conjugates. Our model more accurately describes experimentally observed CAR T-cell killing assay data than the models which do not consider multi-cellular conjugates. Moreover, we derive conditions in the CAR T-cell expansion rate that determines treatment success or failure. Finally, we show that our model captures distinct CAR T-cell killing dynamics from low to high antigen receptor densities in patient-derived brain tumor cells. 2023-03 2023-01-16 /pmc/articles/PMC9983577/ /pubmed/36875891 http://dx.doi.org/10.1016/j.immuno.2023.100022 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Li, Runpeng
Sahoo, Prativa
Wang, Dongrui
Wang, Qixuan
Brown, Christine E.
Rockne, Russell C.
Cho, Heyrim
Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings
title Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings
title_full Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings
title_fullStr Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings
title_full_unstemmed Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings
title_short Modeling interaction of Glioma cells and CAR T-cells considering multiple CAR T-cells bindings
title_sort modeling interaction of glioma cells and car t-cells considering multiple car t-cells bindings
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9983577/
https://www.ncbi.nlm.nih.gov/pubmed/36875891
http://dx.doi.org/10.1016/j.immuno.2023.100022
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