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Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia
We generated ex vivo drug-response and multiomics profiling data for a prospective series of 252 samples from 186 patients with acute myeloid leukemia (AML). A functional precision medicine tumor board (FPMTB) integrated clinical, molecular, and functional data for application in clinical treatment...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762335/ https://www.ncbi.nlm.nih.gov/pubmed/34789538 http://dx.doi.org/10.1158/2159-8290.CD-21-0410 |
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author | Malani, Disha Kumar, Ashwini Brück, Oscar Kontro, Mika Yadav, Bhagwan Hellesøy, Monica Kuusanmäki, Heikki Dufva, Olli Kankainen, Matti Eldfors, Samuli Potdar, Swapnil Saarela, Jani Turunen, Laura Parsons, Alun Västrik, Imre Kivinen, Katja Saarela, Janna Räty, Riikka Lehto, Minna Wolf, Maija Gjertsen, Bjorn Tore Mustjoki, Satu Aittokallio, Tero Wennerberg, Krister Heckman, Caroline A. Kallioniemi, Olli Porkka, Kimmo |
author_facet | Malani, Disha Kumar, Ashwini Brück, Oscar Kontro, Mika Yadav, Bhagwan Hellesøy, Monica Kuusanmäki, Heikki Dufva, Olli Kankainen, Matti Eldfors, Samuli Potdar, Swapnil Saarela, Jani Turunen, Laura Parsons, Alun Västrik, Imre Kivinen, Katja Saarela, Janna Räty, Riikka Lehto, Minna Wolf, Maija Gjertsen, Bjorn Tore Mustjoki, Satu Aittokallio, Tero Wennerberg, Krister Heckman, Caroline A. Kallioniemi, Olli Porkka, Kimmo |
author_sort | Malani, Disha |
collection | PubMed |
description | We generated ex vivo drug-response and multiomics profiling data for a prospective series of 252 samples from 186 patients with acute myeloid leukemia (AML). A functional precision medicine tumor board (FPMTB) integrated clinical, molecular, and functional data for application in clinical treatment decisions. Actionable drugs were found for 97% of patients with AML, and the recommendations were clinically implemented in 37 relapsed or refractory patients. We report a 59% objective response rate for the individually tailored therapies, including 13 complete responses, as well as bridging five patients with AML to allogeneic hematopoietic stem cell transplantation. Data integration across all cases enabled the identification of drug response biomarkers, such as the association of IL15 overexpression with resistance to FLT3 inhibitors. Integration of molecular profiling and large-scale drug response data across many patients will enable continuous improvement of the FPMTB recommendations, providing a paradigm for individualized implementation of functional precision cancer medicine. SIGNIFICANCE: Oncogenomics data can guide clinical treatment decisions, but often such data are neither actionable nor predictive. Functional ex vivo drug testing contributes significant additional, clinically actionable therapeutic insights for individual patients with AML. Such data can be generated in four days, enabling rapid translation through FPMTB. See related commentary by Letai, p. 290. This article is highlighted in the In This Issue feature, p. 275 |
format | Online Article Text |
id | pubmed-9762335 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-97623352023-01-05 Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia Malani, Disha Kumar, Ashwini Brück, Oscar Kontro, Mika Yadav, Bhagwan Hellesøy, Monica Kuusanmäki, Heikki Dufva, Olli Kankainen, Matti Eldfors, Samuli Potdar, Swapnil Saarela, Jani Turunen, Laura Parsons, Alun Västrik, Imre Kivinen, Katja Saarela, Janna Räty, Riikka Lehto, Minna Wolf, Maija Gjertsen, Bjorn Tore Mustjoki, Satu Aittokallio, Tero Wennerberg, Krister Heckman, Caroline A. Kallioniemi, Olli Porkka, Kimmo Cancer Discov Research Articles We generated ex vivo drug-response and multiomics profiling data for a prospective series of 252 samples from 186 patients with acute myeloid leukemia (AML). A functional precision medicine tumor board (FPMTB) integrated clinical, molecular, and functional data for application in clinical treatment decisions. Actionable drugs were found for 97% of patients with AML, and the recommendations were clinically implemented in 37 relapsed or refractory patients. We report a 59% objective response rate for the individually tailored therapies, including 13 complete responses, as well as bridging five patients with AML to allogeneic hematopoietic stem cell transplantation. Data integration across all cases enabled the identification of drug response biomarkers, such as the association of IL15 overexpression with resistance to FLT3 inhibitors. Integration of molecular profiling and large-scale drug response data across many patients will enable continuous improvement of the FPMTB recommendations, providing a paradigm for individualized implementation of functional precision cancer medicine. SIGNIFICANCE: Oncogenomics data can guide clinical treatment decisions, but often such data are neither actionable nor predictive. Functional ex vivo drug testing contributes significant additional, clinically actionable therapeutic insights for individual patients with AML. Such data can be generated in four days, enabling rapid translation through FPMTB. See related commentary by Letai, p. 290. This article is highlighted in the In This Issue feature, p. 275 American Association for Cancer Research 2022-02-01 2021-11-17 /pmc/articles/PMC9762335/ /pubmed/34789538 http://dx.doi.org/10.1158/2159-8290.CD-21-0410 Text en ©2021 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Research Articles Malani, Disha Kumar, Ashwini Brück, Oscar Kontro, Mika Yadav, Bhagwan Hellesøy, Monica Kuusanmäki, Heikki Dufva, Olli Kankainen, Matti Eldfors, Samuli Potdar, Swapnil Saarela, Jani Turunen, Laura Parsons, Alun Västrik, Imre Kivinen, Katja Saarela, Janna Räty, Riikka Lehto, Minna Wolf, Maija Gjertsen, Bjorn Tore Mustjoki, Satu Aittokallio, Tero Wennerberg, Krister Heckman, Caroline A. Kallioniemi, Olli Porkka, Kimmo Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia |
title | Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia |
title_full | Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia |
title_fullStr | Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia |
title_full_unstemmed | Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia |
title_short | Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia |
title_sort | implementing a functional precision medicine tumor board for acute myeloid leukemia |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762335/ https://www.ncbi.nlm.nih.gov/pubmed/34789538 http://dx.doi.org/10.1158/2159-8290.CD-21-0410 |
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