4.7 Article

Implementing a Functional Precision Medicine Tumor Board for Acute Myeloid Leukemia

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CANCER DISCOVERY
卷 12, 期 2, 页码 388-401

出版社

AMER ASSOC CANCER RESEARCH
DOI: 10.1158/2159-8290.CD-21-0410

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资金

  1. Academy of Finland grant
  2. Academyof Finland Center of Excellence on Translational Cancer Biology
  3. iCAN Digital Precision Cancer Medicine Flagship
  4. Sigrid Juselius Foundation
  5. Cancer Society of Finland
  6. Tekes/Business Finland Salwe program
  7. HUS-EVO
  8. HUCS Institute
  9. Finnish Cultural Foundation
  10. Blood Disease Research Foundation
  11. Finnish Hematology Association
  12. K. Albin Johansson Foundation
  13. Helsinki Biomedicum foundation
  14. Norwegian Cancer Society and Helse Vest Health Trust
  15. EMBO short-term lab visit fellowship
  16. European Research Council (M-IMM project)
  17. Academy of Finland
  18. Novo Nordisk Foundation [NNF17CC0027852]
  19. University of Helsinki Early Career Grant
  20. , Cancer Society of Finland
  21. Academy of Finland [1320185, 334781, 259777, 278741, 271845, 333050]
  22. Knut and Alice Wallenberg Foundation (KAW) [2015.0291]
  23. Swedish Foundation for Strategic Research (SSF) [SB16-0058]
  24. VR envi-ronment grant [2017-06095]
  25. Vinnova [2018-03338]
  26. Swedish Foundation for Strategic Research (SSF) [SB16-0058] Funding Source: Swedish Foundation for Strategic Research (SSF)
  27. Academy of Finland (AKA) [333050, 334781, 271845, 259777, 278741, 333050, 334781, 259777, 278741, 271845] Funding Source: Academy of Finland (AKA)

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Functional precision medicine tumor board integrates clinical, molecular, and functional data to guide treatment decisions for patients with acute myeloid leukemia. A high percentage of patients have actionable drugs identified, with a significant response rate to individually tailored therapies. Integration of data across patients enables the identification of drug response biomarkers for continuous improvement in personalized cancer medicine.
We generated ex vivo drug-response and multiomics profi ling 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 identifi cation of drug response biomarkers, such as the association of IL15 overexpression with resistance to FLT3 inhibitors. Integration of molecular profi ling 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 signifi cant additional, clinically actionable therapeutic insights for individual patients with AML. Such data can be generated in four days, enabling rapid translation through FPMTB.

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