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Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia

Chimeric-antigen receptor (CAR) T cells have emerged as a powerful treatment option for patients with B cell malignancies but have yet to achieve success in treating acute myeloid leukemia (AML) due to a lack of safe targets. Here, we leveraged an atlas of publicly available RNA sequencing data of o...

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Autores principales: Gottschlich, Adrian, Thomas, Moritz, Grünmeier, Ruth, Lesch, Stefanie, Rohrbacher, Lisa, Igl, Veronika, Briukhovetska, Daria, Benmebarek, Mohamed-Reda, Vick, Binje, Dede, Sertac, Müller, Katharina, Xu, Tao, Dhoqina, Dario, Märkl, Florian, Robinson, Sophie, Sendelhofert, Andrea, Schulz, Heiko, Umut, Öykü, Kavaka, Vladyslav, Tsiverioti, Christina Angeliki, Carlini, Emanuele, Nandi, Sayantan, Strzalkowski, Thaddäus, Lorenzini, Theo, Stock, Sophia, Müller, Philipp Jie, Dörr, Janina, Seifert, Matthias, Cadilha, Bruno L., Brabenec, Ruben, Röder, Natalie, Rataj, Felicitas, Nüesch, Manuel, Modemann, Franziska, Wellbrock, Jasmin, Fiedler, Walter, Kellner, Christian, Beltrán, Eduardo, Herold, Tobias, Paquet, Dominik, Jeremias, Irmela, von Baumgarten, Louisa, Endres, Stefan, Subklewe, Marion, Marr, Carsten, Kobold, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615296/
https://www.ncbi.nlm.nih.gov/pubmed/36914885
http://dx.doi.org/10.1038/s41587-023-01684-0
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author Gottschlich, Adrian
Thomas, Moritz
Grünmeier, Ruth
Lesch, Stefanie
Rohrbacher, Lisa
Igl, Veronika
Briukhovetska, Daria
Benmebarek, Mohamed-Reda
Vick, Binje
Dede, Sertac
Müller, Katharina
Xu, Tao
Dhoqina, Dario
Märkl, Florian
Robinson, Sophie
Sendelhofert, Andrea
Schulz, Heiko
Umut, Öykü
Kavaka, Vladyslav
Tsiverioti, Christina Angeliki
Carlini, Emanuele
Nandi, Sayantan
Strzalkowski, Thaddäus
Lorenzini, Theo
Stock, Sophia
Müller, Philipp Jie
Dörr, Janina
Seifert, Matthias
Cadilha, Bruno L.
Brabenec, Ruben
Röder, Natalie
Rataj, Felicitas
Nüesch, Manuel
Modemann, Franziska
Wellbrock, Jasmin
Fiedler, Walter
Kellner, Christian
Beltrán, Eduardo
Herold, Tobias
Paquet, Dominik
Jeremias, Irmela
von Baumgarten, Louisa
Endres, Stefan
Subklewe, Marion
Marr, Carsten
Kobold, Sebastian
author_facet Gottschlich, Adrian
Thomas, Moritz
Grünmeier, Ruth
Lesch, Stefanie
Rohrbacher, Lisa
Igl, Veronika
Briukhovetska, Daria
Benmebarek, Mohamed-Reda
Vick, Binje
Dede, Sertac
Müller, Katharina
Xu, Tao
Dhoqina, Dario
Märkl, Florian
Robinson, Sophie
Sendelhofert, Andrea
Schulz, Heiko
Umut, Öykü
Kavaka, Vladyslav
Tsiverioti, Christina Angeliki
Carlini, Emanuele
Nandi, Sayantan
Strzalkowski, Thaddäus
Lorenzini, Theo
Stock, Sophia
Müller, Philipp Jie
Dörr, Janina
Seifert, Matthias
Cadilha, Bruno L.
Brabenec, Ruben
Röder, Natalie
Rataj, Felicitas
Nüesch, Manuel
Modemann, Franziska
Wellbrock, Jasmin
Fiedler, Walter
Kellner, Christian
Beltrán, Eduardo
Herold, Tobias
Paquet, Dominik
Jeremias, Irmela
von Baumgarten, Louisa
Endres, Stefan
Subklewe, Marion
Marr, Carsten
Kobold, Sebastian
author_sort Gottschlich, Adrian
collection PubMed
description Chimeric-antigen receptor (CAR) T cells have emerged as a powerful treatment option for patients with B cell malignancies but have yet to achieve success in treating acute myeloid leukemia (AML) due to a lack of safe targets. Here, we leveraged an atlas of publicly available RNA sequencing data of over 500,000 single cells from 15 AML patients and nine healthy human tissues for prediction of target antigens that are expressed on malignant cells but lacking on healthy cells, including T cells. Aided by this, high-resolution, single-cell expression approach, we computationally identify colony-stimulating factor 1 receptor (CSF1R) and cluster of differentiation 86 (CD86) as targets for CAR-T cell therapy in AML. Functional validation of these established CAR-T cells shows robust in vitro and in vivo efficacy in cell line and patient-derived AML models with minimal off-target toxicity towards relevant healthy human tissues. This provides strong rationale for further clinical development.
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spelling pubmed-76152962023-11-10 Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia Gottschlich, Adrian Thomas, Moritz Grünmeier, Ruth Lesch, Stefanie Rohrbacher, Lisa Igl, Veronika Briukhovetska, Daria Benmebarek, Mohamed-Reda Vick, Binje Dede, Sertac Müller, Katharina Xu, Tao Dhoqina, Dario Märkl, Florian Robinson, Sophie Sendelhofert, Andrea Schulz, Heiko Umut, Öykü Kavaka, Vladyslav Tsiverioti, Christina Angeliki Carlini, Emanuele Nandi, Sayantan Strzalkowski, Thaddäus Lorenzini, Theo Stock, Sophia Müller, Philipp Jie Dörr, Janina Seifert, Matthias Cadilha, Bruno L. Brabenec, Ruben Röder, Natalie Rataj, Felicitas Nüesch, Manuel Modemann, Franziska Wellbrock, Jasmin Fiedler, Walter Kellner, Christian Beltrán, Eduardo Herold, Tobias Paquet, Dominik Jeremias, Irmela von Baumgarten, Louisa Endres, Stefan Subklewe, Marion Marr, Carsten Kobold, Sebastian Nat Biotechnol Article Chimeric-antigen receptor (CAR) T cells have emerged as a powerful treatment option for patients with B cell malignancies but have yet to achieve success in treating acute myeloid leukemia (AML) due to a lack of safe targets. Here, we leveraged an atlas of publicly available RNA sequencing data of over 500,000 single cells from 15 AML patients and nine healthy human tissues for prediction of target antigens that are expressed on malignant cells but lacking on healthy cells, including T cells. Aided by this, high-resolution, single-cell expression approach, we computationally identify colony-stimulating factor 1 receptor (CSF1R) and cluster of differentiation 86 (CD86) as targets for CAR-T cell therapy in AML. Functional validation of these established CAR-T cells shows robust in vitro and in vivo efficacy in cell line and patient-derived AML models with minimal off-target toxicity towards relevant healthy human tissues. This provides strong rationale for further clinical development. 2023-11 2023-03-13 /pmc/articles/PMC7615296/ /pubmed/36914885 http://dx.doi.org/10.1038/s41587-023-01684-0 Text en https://www.springernature.com/gp/open-research/policies/accepted-manuscript-termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms
spellingShingle Article
Gottschlich, Adrian
Thomas, Moritz
Grünmeier, Ruth
Lesch, Stefanie
Rohrbacher, Lisa
Igl, Veronika
Briukhovetska, Daria
Benmebarek, Mohamed-Reda
Vick, Binje
Dede, Sertac
Müller, Katharina
Xu, Tao
Dhoqina, Dario
Märkl, Florian
Robinson, Sophie
Sendelhofert, Andrea
Schulz, Heiko
Umut, Öykü
Kavaka, Vladyslav
Tsiverioti, Christina Angeliki
Carlini, Emanuele
Nandi, Sayantan
Strzalkowski, Thaddäus
Lorenzini, Theo
Stock, Sophia
Müller, Philipp Jie
Dörr, Janina
Seifert, Matthias
Cadilha, Bruno L.
Brabenec, Ruben
Röder, Natalie
Rataj, Felicitas
Nüesch, Manuel
Modemann, Franziska
Wellbrock, Jasmin
Fiedler, Walter
Kellner, Christian
Beltrán, Eduardo
Herold, Tobias
Paquet, Dominik
Jeremias, Irmela
von Baumgarten, Louisa
Endres, Stefan
Subklewe, Marion
Marr, Carsten
Kobold, Sebastian
Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia
title Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia
title_full Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia
title_fullStr Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia
title_full_unstemmed Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia
title_short Single-cell transcriptomic atlas-guided development of CAR-T cells for the treatment of acute myeloid leukemia
title_sort single-cell transcriptomic atlas-guided development of car-t cells for the treatment of acute myeloid leukemia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615296/
https://www.ncbi.nlm.nih.gov/pubmed/36914885
http://dx.doi.org/10.1038/s41587-023-01684-0
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