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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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