RAS pathway activation drives clonal selection and monocytic differentiation in FLT3 and BCL2 inhibitor resistance
Kennedy, V. E.; Peretz, C. A. C.; Walia, A.; Chyla, B.; Sun, Y.; Hill, J.; Tran, E.; Koh, A.; Ferng, T.; Pintar, S.; Jones, M.; Popescu, B.; Murad, N.; Roy, R.; Olshen, A.; Joshi, S.; Traer, E.; Dail, M.; Hamidi, H.; Altman, J.; Daver, N.; Levis, M.; McCloskey, J.; Perl, A.; Smith, C. C.
Show abstract
Despite efficacy of FLT3 and BCL2 inhibition in acute myeloid leukemia (AML), relapse limits survival. Mutation status and AML monocytic differentiation are implicated in resistance. On-treatment tumor evolution may select for genetically distinct clones or shifts in differentiation not resolvable by bulk sequencing. We performed multiomic single cell (SC) DNA/protein and RNA/protein profiling of patients treated on a clinical trial of the BCL2 inhibitor venetoclax and the FLT3 inhibitor gilteritinib (Ven/Git) to characterize immunophenotypic, transcriptional, and genetic clonal evolution on therapy. We found that while Ven/Gilt effectively eliminated FLT3 mutant clones, it selected for RAS mutations, RAS pathway activation and RAS-associated monocytic differentiation. In an in vitro model of monocytic differentiation associated with heightened RAS pathway activation, we demonstrated that MEK inhibition re-sensitized to Ven/Gilt. These data indicate RAS signaling is central to FLT3 and BCL2 inhibitor resistance, is tightly coupled to monocytic differentiation and can be overcome by RAS pathway inhibition. COIC.C.S. has provided educational talks for Astellas Pharma, served on advisory boards for Genentech/Abbvie and received research funding from Abbvie. B.C., Y.S. and J.H. are employees of Abbvie. M.S. and H.H. are or were previously employees of Genentech. FundingThis work was supported in part by Abbvie. C.C.S. is a Leukemia & Lymphoma Society Scholar in Clinical Research and a Damon Runyon-Richard Lumsden Foundation Clinical Investigator supported (in part) by the Damon Runyon Cancer Research Foundation (CI-99-18). Statement of SignificanceMutational and non-mutational RAS signaling activation drives clonal selection, monocytic differentiation and treatment resistance to FLT3 and BCL2 inhibition in AML. MEK inhibition can resensitize resistant AML cells, suggesting therapeutic potential for combined FLT3, BCL2 and RAS pathway inhibition in AML.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Leukemia cell of origin influences apoptotic priming and sensitivity to LSD1 inhibition 98%
- A novel type of monocytic leukemia stem cell revealed by the clinical use of venetoclax-based therapy 97%
- Ontogeny Dictates Oncogenic Potential, Lineage Hierarchy, and Therapy Response in Pediatric Leukemia 97%
Similar papers in this journal
- AML/T cell interactomics uncover correlates of patient outcomes and the key role of ICAM1 in T cell killing of AML 98%
- Resistance to decitabine and 5-azacytidine emerges from adaptive responses of the pyrimidine metabolism network 98%
- Mapping AML heterogeneity – multi-cohort transcriptomic analysis identifies novel clusters and divergent ex-vivo drug responses 97%
Similar papers in this journal
- Leukemia escapes immunity by imposing a Type-1 regulatory program on neoantigen-specific CD4+ T cells. 97%
- BRG1/BRM inhibitor targets AML stem cells and exerts superior preclinical efficacy combined with BET or Menin inhibitor 97%
- A JAK/STAT-Mediated Inflammatory Signaling Cascade Drives Oncogenesis In AF10-Rearranged AML 96%
Similar papers in this journal
- Acute myeloid leukemia stratifies as two clinically relevant sphingolipidomic subtypes 97%
- Modeling IKZF1 lesions in B-ALL reveals distinct chemosensitivity patterns and potential therapeutic vulnerabilities 97%
- Hematopoietic fitness of JAK2 V617F Myeloproliferative Neoplasms is linked to clinical outcome 95%
Similar papers in this journal
- Leukemia stemness and co-occurring mutations drive resistance to IDH inhibitors in acute myeloid leukemia 98%
- Leukemic stem cells hijack lineage inappropriate signalling pathways to promote their growth 97%
- Adrenomedullin-CALCRL Axis Controls Relapse-Initiating Drug Tolerant Acute Myeloid Leukemia Cells 97%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.