Abstract
Background: Targeted therapies exploiting vulnerabilities of cancer cells hold promise for improving patient outcome and reducing side-effects of chemotherapy. However, efficacy of precision therapies is limited in part because of tumor cell heterogeneity. A better mechanistic understanding of how drug effect is linked to cancer cell state diversity is crucial for identifying effective combination therapies that can prevent disease recurrence. Results: Here, we characterize the effect of G2/M checkpoint inhibition in acute lymphoblastic leukemia (ALL) and demonstrate that WEE1 targeted therapy impinges on cell fate decision regulatory circuits. We find the highest inhibition of recovery of proliferation in ALL cells with KMT2A-rearrangements. Single-cell RNA-seq and ATAC-seq of RS4;11 cells harboring KMT2A::AFF1, treated with the WEE1 inhibitor AZD1775, reveal diversification of cell states, with a fraction of cells exhibiting strong activation of p53-driven processes linked to apoptosis and senescence, and disruption of a core KMT2A-RUNX1-MYC regulatory network. In this cell state diversification induced by WEE1 inhibition, a subpopulation transitions to a drug tolerant cell state characterized by activation of transcription factors regulating pre-B cell fate, lipid metabolism, and pre-BCR signaling in a reversible manner. Sequential treatment with BCR-signaling inhibitors dasatinib, ibrutinib, or perturbing metabolism by fatostatin or AZD2014 effectively counteracts drug tolerance by inducing cell death and repressing stemness markers. Conclusions: Collectively, our findings provide new insights into the tight connectivity of gene regulatory programs associated with cell cycle and cell fate regulation, and a rationale for sequential administration of WEE1 inhibitors with low toxicity inhibitors of pre-BCR signaling or metabolism.
Original language | English |
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Article number | 143 |
Journal | Genome Biology |
Volume | 25 |
Issue number | 1 |
DOIs | |
Publication status | Published - Dec 2024 |
Publication type | A1 Journal article-refereed |
Funding
The authors thank Professor Richard Lock (Children’s Cancer Institute Australia) for providing KMT2A-r PDX samples and related clinical information for this study, Kuopio and Tampere university hospital pediatric oncology clinics for prospective sample collection of pediatric leukemias during induction chemotherapy and patients consenting to participate in these studies, Professor Sui Huang (Institute for Systems Biology USA), Arne Lindqvist and Andrä Brunner (Karolinska Institute) for helpful discussions, Magdalena Paolino (Department of Medicine, Karolinska Institute) for help with flow cytometry analysis, Bharadwaja Velidendla for help with bulk genomics data visualization, and Aleksi Kokko, Sini Hakkola, Janne Suhonen, and Jonne Nieminen for setting up bioinformatics workflows for single-cell genomics samples. This research was funded by The Swedish Childhood Cancer Fund, the Swedish Cancer Society, The Swedish Research Council, Karolinska Institute, Radiumhemmets Research Foundation, AstraZeneca-SLL-KI Open Innovation grant (#18122013), the Academy of Finland (321553, 310106), the European Union Horizon 2020 research and innovation program under grant agreements No 824110 (EASI-Genomics) and ERAPERMED2018-209 (JTC2018 ERA-NET ERA PerMed), Väre Foundation, Emil Aaltonen Foundation, Cancer Foundation Finland, Jane and Aatos Erkko foundation, and Sigrid Juselius foundation. The authors wish to acknowledge CSC – IT Center for Science, Finland and UEF Bioinformatics Center, University of Eastern Finland, Finland for computational resources. The authors would like to acknowledge Single Cell Genomics Core (Biocenter Kuopio) and Biocenter Finland for infrastructure support, GeneCore Sequencing Facility (EMBL, Heidelberg, Germany), FIMM Genomics NGS Sequencing, Technology Centre (Biomedicum, Helsinki), Clinical Genomics Lund, SciLifeLab and Center for Translational Genomics (CTG), Lund University and SNP&SEQ Technology Platform, SciLifeLab Uppsala, for providing expertise and service with genomics, sequencing, and analysis.
Funders | Funder number |
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Swedish Childhood Cancer Fund | |
Children’s Cancer Institute Australia | |
Jane ja Aatos Erkon Säätiö | |
Scilifelab Uppsala, Division of Polymer Chemistry, Department of Chemistry, Ångström Laboratory, Uppsala University, SE-75121 Uppsala, Sweden. | |
Radiumhemmets Research Foundation | |
Cancerfonden | |
Emil Aaltosen Säätiö | |
Karolinska Institutet | |
China Scholarship Council | |
Lunds Universitet | |
Kuopio and Tampere university hospital pediatric oncology clinics | |
Syöpäsäätiö | |
Lasten Syöpäsäätiö Väreen | |
Biocenter Finland | |
Science for Life Laboratory | |
Vetenskapsrådet | |
Sigrid Juséliuksen Säätiö | |
EASI-Genomics | JTC2018 ERA-NET ERA PerMed, ERAPERMED2018-209 |
Horizon 2020 | 824110 |
AstraZeneca-SLL-KI Open Innovation | 18122013 |
Strategic Research Council at the Research Council of Finland | 310106, 321553 |
Keywords
- AZD1775
- B-ALL
- BCL6
- Cell state transition
- Chromatin state
- KMT2A-r
- Leukemia
- Pre-BCR
- RUNX1
- Single-cell multiomics
- WEE1
Publication forum classification
- Publication forum level 3
ASJC Scopus subject areas
- Ecology, Evolution, Behavior and Systematics
- Genetics
- Cell Biology