1. A multiparametric niche-like drug screening platform in acute myeloid leukemia
- Author
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Reinaldo Dal Bello, Justine Pasanisi, Romane Joudinaud, Matthieu Duchmann, Bryann Pardieu, Paolo Ayaka, Giuseppe Di Feo, Gaetano Sodaro, Clémentine Chauvel, Rathana Kim, Loic Vasseur, Laureen Chat, Frank Ling, Kim Pacchiardi, Camille Vaganay, Jeannig Berrou, Chaima Benaksas, Nicolas Boissel, Thorsten Braun, Claude Preudhomme, Hervé Dombret, Emmanuel Raffoux, Nina Fenouille, Emmanuelle Clappier, Lionel Adès, Alexandre Puissant, and Raphael Itzykson
- Subjects
Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Functional precision medicine in AML often relies on short-term in vitro drug sensitivity screening (DSS) of primary patient cells in standard culture conditions. We designed a niche-like DSS assay combining physiologic hypoxia (O2 3%) and mesenchymal stromal cell (MSC) co-culture with multiparameter flow cytometry to enumerate lymphocytes and differentiating (CD11/CD14/CD15+) or leukemic stem cell (LSC)-enriched (GPR56+) cells within the leukemic bulk. After functional validation of GPR56 expression as a surrogate for LSC enrichment, the assay identified three patterns of response, including cytotoxicity on blasts sparing LSCs, induction of differentiation, and selective impairment of LSCs. We refined our niche-like culture by including plasma-like amino-acid and cytokine concentrations identified by targeted metabolomics and proteomics of primary AML bone marrow plasma samples. Systematic interrogation revealed distinct contributions of each niche-like component to leukemic outgrowth and drug response. Short-term niche-like culture preserved clonal architecture and transcriptional states of primary leukemic cells. In a cohort of 45 AML samples enriched for NPM1c AML, the niche-like multiparametric assay could predict morphologically (p = 0.02) and molecular (NPM1c MRD, p = 0.04) response to anthracycline-cytarabine induction chemotherapy. In this cohort, a 23-drug screen nominated ruxolitinib as a sensitizer to anthracycline-cytarabine. This finding was validated in an NPM1c PDX model.
- Published
- 2022
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