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Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis
Myelofibrosis is a hematopoietic stem cell disorder belonging to the myeloproliferative neoplasms. Myelofibrosis patients frequently carry driver mutations in either JAK2 or Calreticulin (CALR) and have limited therapeutic options. Here, we integrate ex vivo drug response and proteotype analyses acr...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570306/ https://www.ncbi.nlm.nih.gov/pubmed/37828014 http://dx.doi.org/10.1038/s41467-023-42101-z |
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author | Wildschut, Mattheus H. E. Mena, Julien Dördelmann, Cyril van Oostrum, Marc Hale, Benjamin D. Settelmeier, Jens Festl, Yasmin Lysenko, Veronika Schürch, Patrick M. Ring, Alexander Severin, Yannik Bader, Michael S. Pedrioli, Patrick G. A. Goetze, Sandra van Drogen, Audrey Balabanov, Stefan Skoda, Radek C. Lopes, Massimo Wollscheid, Bernd Theocharides, Alexandre P. A. Snijder, Berend |
author_facet | Wildschut, Mattheus H. E. Mena, Julien Dördelmann, Cyril van Oostrum, Marc Hale, Benjamin D. Settelmeier, Jens Festl, Yasmin Lysenko, Veronika Schürch, Patrick M. Ring, Alexander Severin, Yannik Bader, Michael S. Pedrioli, Patrick G. A. Goetze, Sandra van Drogen, Audrey Balabanov, Stefan Skoda, Radek C. Lopes, Massimo Wollscheid, Bernd Theocharides, Alexandre P. A. Snijder, Berend |
author_sort | Wildschut, Mattheus H. E. |
collection | PubMed |
description | Myelofibrosis is a hematopoietic stem cell disorder belonging to the myeloproliferative neoplasms. Myelofibrosis patients frequently carry driver mutations in either JAK2 or Calreticulin (CALR) and have limited therapeutic options. Here, we integrate ex vivo drug response and proteotype analyses across myelofibrosis patient cohorts to discover targetable vulnerabilities and associated therapeutic strategies. Drug sensitivities of mutated and progenitor cells were measured in patient blood using high-content imaging and single-cell deep learning-based analyses. Integration with matched molecular profiling revealed three targetable vulnerabilities. First, CALR mutations drive BET and HDAC inhibitor sensitivity, particularly in the absence of high Ras pathway protein levels. Second, an MCM complex-high proliferative signature corresponds to advanced disease and sensitivity to drugs targeting pro-survival signaling and DNA replication. Third, homozygous CALR mutations result in high endoplasmic reticulum (ER) stress, responding to ER stressors and unfolded protein response inhibition. Overall, our integrated analyses provide a molecularly motivated roadmap for individualized myelofibrosis patient treatment. |
format | Online Article Text |
id | pubmed-10570306 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105703062023-10-14 Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis Wildschut, Mattheus H. E. Mena, Julien Dördelmann, Cyril van Oostrum, Marc Hale, Benjamin D. Settelmeier, Jens Festl, Yasmin Lysenko, Veronika Schürch, Patrick M. Ring, Alexander Severin, Yannik Bader, Michael S. Pedrioli, Patrick G. A. Goetze, Sandra van Drogen, Audrey Balabanov, Stefan Skoda, Radek C. Lopes, Massimo Wollscheid, Bernd Theocharides, Alexandre P. A. Snijder, Berend Nat Commun Article Myelofibrosis is a hematopoietic stem cell disorder belonging to the myeloproliferative neoplasms. Myelofibrosis patients frequently carry driver mutations in either JAK2 or Calreticulin (CALR) and have limited therapeutic options. Here, we integrate ex vivo drug response and proteotype analyses across myelofibrosis patient cohorts to discover targetable vulnerabilities and associated therapeutic strategies. Drug sensitivities of mutated and progenitor cells were measured in patient blood using high-content imaging and single-cell deep learning-based analyses. Integration with matched molecular profiling revealed three targetable vulnerabilities. First, CALR mutations drive BET and HDAC inhibitor sensitivity, particularly in the absence of high Ras pathway protein levels. Second, an MCM complex-high proliferative signature corresponds to advanced disease and sensitivity to drugs targeting pro-survival signaling and DNA replication. Third, homozygous CALR mutations result in high endoplasmic reticulum (ER) stress, responding to ER stressors and unfolded protein response inhibition. Overall, our integrated analyses provide a molecularly motivated roadmap for individualized myelofibrosis patient treatment. Nature Publishing Group UK 2023-10-12 /pmc/articles/PMC10570306/ /pubmed/37828014 http://dx.doi.org/10.1038/s41467-023-42101-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wildschut, Mattheus H. E. Mena, Julien Dördelmann, Cyril van Oostrum, Marc Hale, Benjamin D. Settelmeier, Jens Festl, Yasmin Lysenko, Veronika Schürch, Patrick M. Ring, Alexander Severin, Yannik Bader, Michael S. Pedrioli, Patrick G. A. Goetze, Sandra van Drogen, Audrey Balabanov, Stefan Skoda, Radek C. Lopes, Massimo Wollscheid, Bernd Theocharides, Alexandre P. A. Snijder, Berend Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
title | Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
title_full | Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
title_fullStr | Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
title_full_unstemmed | Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
title_short | Proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
title_sort | proteogenetic drug response profiling elucidates targetable vulnerabilities of myelofibrosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570306/ https://www.ncbi.nlm.nih.gov/pubmed/37828014 http://dx.doi.org/10.1038/s41467-023-42101-z |
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