1. Single-cell landscape of innate and acquired drug resistance in acute myeloid leukemia.
- Author
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Wegmann R, Bonilla X, Casanova R, Chevrier S, Coelho R, Esposito C, Ficek-Pascual J, Goetze S, Gut G, Jacob F, Jacobs A, Kuipers J, Lischetti U, Mena J, Milani ES, Prummer M, Del Castillo JS, Singer F, Sivapatham S, Toussaint NC, Vilinovszki O, Wildschut MHE, Thavayogarajah T, Malani D, Aebersold R, Bacac M, Beerenwinkel N, Beisel C, Bodenmiller B, Heinzelmann-Schwarz V, Koelzer VH, Levesque MP, Moch H, Pelkmans L, Rätsch G, Tolnay M, Wicki A, Wollscheid B, Manz MG, Snijder B, and Theocharides APA
- Subjects
- Humans, CD36 Antigens metabolism, CD36 Antigens genetics, Female, Male, Antineoplastic Agents pharmacology, Antineoplastic Agents therapeutic use, Middle Aged, Proto-Oncogene Proteins c-bcl-2 metabolism, Proto-Oncogene Proteins c-bcl-2 genetics, Proto-Oncogene Proteins c-bcl-2 antagonists & inhibitors, Aged, Leukemia, Myeloid, Acute drug therapy, Leukemia, Myeloid, Acute genetics, Leukemia, Myeloid, Acute metabolism, Drug Resistance, Neoplasm genetics, Drug Resistance, Neoplasm drug effects, Single-Cell Analysis, Sulfonamides pharmacology, Sulfonamides therapeutic use, Bridged Bicyclo Compounds, Heterocyclic pharmacology, Bridged Bicyclo Compounds, Heterocyclic therapeutic use
- Abstract
Deep single-cell multi-omic profiling offers a promising approach to understand and overcome drug resistance in relapsed or refractory (rr) acute myeloid leukemia (AML). Here, we combine single-cell ex vivo drug profiling (pharmacoscopy) with single-cell and bulk DNA, RNA, and protein analyses, alongside clinical data from 21 rrAML patients. Unsupervised data integration reveals reduced ex vivo response to the Bcl-2 inhibitor venetoclax (VEN) in patients treated with both a hypomethylating agent (HMA) and VEN, compared to those pre-exposed to chemotherapy or HMA alone. Integrative analysis identifies both known and unreported mechanisms of innate and treatment-related VEN resistance and suggests alternative treatments, like targeting increased proliferation with the PLK inhibitor volasertib. Additionally, high CD36 expression in VEN-resistant blasts associates with sensitivity to CD36-targeted antibody treatment ex vivo. This study demonstrates how single-cell multi-omic profiling can uncover drug resistance mechanisms and treatment vulnerabilities, providing a valuable resource for future AML research., (© 2024. The Author(s).)
- Published
- 2024
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