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Jado JC, Dow M, Carolino K, Klie A, Fonseca GJ, Ideker T, Carter H, Winzeler EA. In vitro evolution and whole genome analysis to study chemotherapy drug resistance in haploid human cells. Sci Rep 2024; 14:13989. [PMID: 38886371 PMCID: PMC11183241 DOI: 10.1038/s41598-024-63943-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 06/03/2024] [Indexed: 06/20/2024] Open
Abstract
In vitro evolution and whole genome analysis has proven to be a powerful method for studying the mechanism of action of small molecules in many haploid microbes but has generally not been applied to human cell lines in part because their diploid state complicates the identification of variants that confer drug resistance. To determine if haploid human cells could be used in MOA studies, we evolved resistance to five different anticancer drugs (doxorubicin, gemcitabine, etoposide, topotecan, and paclitaxel) using a near-haploid cell line (HAP1) and then analyzed the genomes of the drug resistant clones, developing a bioinformatic pipeline that involved filtering for high frequency alleles predicted to change protein sequence, or alleles which appeared in the same gene for multiple independent selections with the same compound. Applying the filter to sequences from 28 drug resistant clones identified a set of 21 genes which was strongly enriched for known resistance genes or known drug targets (TOP1, TOP2A, DCK, WDR33, SLCO3A1). In addition, some lines carried structural variants that encompassed additional known resistance genes (ABCB1, WWOX and RRM1). Gene expression knockdown and knockout experiments of 10 validation targets showed a high degree of specificity and accuracy in our calls and demonstrates that the same drug resistance mechanisms found in diverse clinical samples can be evolved, discovered and studied in an isogenic background.
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Affiliation(s)
- Juan Carlos Jado
- Division of Host-Microbe Systems & Therapeutics, Department of Pediatrics, University of California, San Diego, Gilman Dr., La Jolla, CA, 92093, USA
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA
| | - Michelle Dow
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, 92093, USA
- Health Science, Department of Biomedical Informatics, School of Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Krypton Carolino
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, 92093, USA
| | - Adam Klie
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, 92093, USA
| | - Gregory J Fonseca
- Department of Medicine, Meakins-Christie Laboratories, McGill University Health Centre, 1001 Decaire Blvd, Montreal, QC, H4A 3J1, Canada
| | - Trey Ideker
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA.
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA.
| | - Hannah Carter
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA.
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92093, USA.
| | - Elizabeth A Winzeler
- Division of Host-Microbe Systems & Therapeutics, Department of Pediatrics, University of California, San Diego, Gilman Dr., La Jolla, CA, 92093, USA.
- Department of Medicine, Division of Medical Genetics, University of California San Diego, La Jolla, CA, 92093, USA.
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2
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Rotta G, Gilardoni E, Ravazza D, Mock J, Seehusen F, Elsayed A, Puca E, De Luca R, Pellegrino C, Look T, Weiss T, Manz MG, Halin C, Neri D, Dakhel Plaza S. A novel strategy to generate immunocytokines with activity-on-demand using small molecule inhibitors. EMBO Mol Med 2024; 16:904-926. [PMID: 38448543 PMCID: PMC11018789 DOI: 10.1038/s44321-024-00034-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/29/2024] [Accepted: 01/30/2024] [Indexed: 03/08/2024] Open
Abstract
Cytokine-based therapeutics have been shown to mediate objective responses in certain tumor entities but suffer from insufficient selectivity, causing limiting toxicity which prevents dose escalation to therapeutically active regimens. The antibody-based delivery of cytokines significantly increases the therapeutic index of the corresponding payload but still suffers from side effects associated with peak concentrations of the product in blood upon intravenous administration. Here we devise a general strategy (named "Intra-Cork") to mask systemic cytokine activity without impacting anti-cancer efficacy. Our technology features the use of antibody-cytokine fusions, capable of selective localization at the neoplastic site, in combination with pathway-selective inhibitors of the cytokine signaling, which rapidly clear from the body. This strategy, exemplified with a tumor-targeted IL12 in combination with a JAK2 inhibitor, allowed to abrogate cytokine-driven toxicity without affecting therapeutic activity in a preclinical model of cancer. This approach is readily applicable in clinical practice.
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Affiliation(s)
- Giulia Rotta
- Philochem AG, CH-8112, Otelfingen, Switzerland
- Department of Cellular, Computational, and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | | | | | | | - Frauke Seehusen
- Laboratory for Animal Model Pathology (LAMP), Institute of Veterinary Pathology, University of Zurich, CH-8057, Zurich, Switzerland
| | - Abdullah Elsayed
- Philochem AG, CH-8112, Otelfingen, Switzerland
- Institute of Pharmaceutical Sciences, ETH Zurich, CH-8093, Zurich, Switzerland
| | - Emanuele Puca
- Philochem AG, CH-8112, Otelfingen, Switzerland
- Philogen S.p.A, 53100, Siena, Italy
| | | | - Christian Pellegrino
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, CH-8091, Zurich, Switzerland
| | - Thomas Look
- Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, CH-8091, Zurich, Switzerland
| | - Tobias Weiss
- Department of Neurology, Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, CH-8091, Zurich, Switzerland
| | - Markus G Manz
- Department of Medical Oncology and Hematology, University Hospital Zurich and University of Zurich, CH-8091, Zurich, Switzerland
| | - Cornelia Halin
- Institute of Pharmaceutical Sciences, ETH Zurich, CH-8093, Zurich, Switzerland
| | - Dario Neri
- Philochem AG, CH-8112, Otelfingen, Switzerland.
- Institute of Pharmaceutical Sciences, ETH Zurich, CH-8093, Zurich, Switzerland.
- Philogen S.p.A, 53100, Siena, Italy.
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3
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Jessop SJ, Fuentos‐Bolanos N, Mayoh C, Dolman MEM, Tax G, Wong‐Erasmus M, Ajuyah P, Tyrell V, Marshall GM, Ziegler DS, Lau LMS. High throughput screening aids clinical decision-making in refractory acute myeloid leukaemia. Cancer Rep (Hoboken) 2024; 7:e2061. [PMID: 38662349 PMCID: PMC11044912 DOI: 10.1002/cnr2.2061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 02/29/2024] [Accepted: 03/24/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Despite advances in therapeutics for adverse-risk acute myeloid leukaemia (AML), overall survival remains poor, especially in refractory disease. Comprehensive tumour profiling and pre-clinical drug testing can identify effective personalised therapies. CASE We describe a case of ETV6-MECOM fusion-positive refractory AML, where molecular analysis and in vitro high throughput drug screening identified a tolerable, novel targeted therapy and provided rationale for avoiding what could have been a toxic treatment regimen. Ruxolitinib combined with hydroxyurea led to disease control and enhanced quality-of-life in a patient unsuitable for intensified chemotherapy or allogeneic stem cell transplantation. CONCLUSION This case report demonstrates the feasibility and role of combination pre-clinical high throughput screening to aid decision making in high-risk leukaemia. It also demonstrates the role a JAK1/2 inhibitor can have in the palliative setting in select patients with AML.
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Affiliation(s)
- S. J. Jessop
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Department for Haematology/OncologyWomen's and Children's HospitalSouth AustraliaAustralia
- Adelaide Medical SchoolUniversity of AdelaideSouth AustraliaAustralia
| | - N. Fuentos‐Bolanos
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
| | - C. Mayoh
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - M. E. M. Dolman
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - G. Tax
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - M. Wong‐Erasmus
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - P. Ajuyah
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - V. Tyrell
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
| | - G. M. Marshall
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
| | - D. S. Ziegler
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
- School of Clinical MedicineUNSW Medicine & Health, UNSW SydneyKensingtonNew South WalesAustralia
| | - L. M. S. Lau
- Children's Cancer InstituteLowy Cancer Research Centre, UNSW SydneyKensingtonNew South WalesAustralia
- Kids Cancer CentreSydney Children's HospitalNew South WalesAustralia
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4
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Latosińska JN, Latosińska M, Seliger J, Žagar V, Apih T. Butterfly Effect in Cytarabine: Combined NMR-NQR Experiment, Solid-State Computational Modeling, Quantitative Structure-Property Relationships and Molecular Docking Study. Pharmaceuticals (Basel) 2024; 17:445. [PMID: 38675407 PMCID: PMC11053780 DOI: 10.3390/ph17040445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/11/2024] [Accepted: 03/25/2024] [Indexed: 04/28/2024] Open
Abstract
Cytarabine (Ara-C) is a synthetic isomer of cytidine that differs from cytidine and deoxycytidine only in the sugar. The use of arabinose instead of deoxyribose hinders the formation of phosphodiester linkages between pentoses, preventing the DNA chain from elongation and interrupting the DNA synthesis. The minor structural alteration (the inversion of hydroxyl at the 2' positions of the sugar) leads to change of the biological activity from anti-depressant and DNA/RNA block builder to powerful anti-cancer. Our study aimed to determine the molecular nature of this phenomenon. Three 1H-14N NMR-NQR experimental techniques, followed by solid-state computational modelling (Quantum Theory of Atoms in Molecules, Reduced Density Gradient and 3D Hirshfeld surfaces), Quantitative Structure-Property Relationships, Spackman's Hirshfeld surfaces and Molecular Docking were used. Multifaceted analysis-combining experiments, computational modeling and molecular docking-provides deep insight into three-dimensional packing at the atomic and molecular levels, but is challenging. A spectrum with nine lines indicating the existence of three chemically inequivalent nitrogen sites in the Ara-C molecule was recorded, and the lines were assigned to them. The influence of the structural alteration on the NQR parameters was modeled in the solid (GGA/RPBE). For the comprehensive description of the nature of these interactions several factors were considered, including relative reactivity and the involvement of heavy atoms in various non-covalent interactions. The binding modes in the solid state and complex with dCK were investigated using the novel approaches: radial plots, heatmaps and root-mean-square deviation of the binding mode. We identified the intramolecular OH···O hydrogen bond as the key factor responsible for forcing the glycone conformation and strengthening NH···O bonds with Gln97, Asp133 and Ara128, and stacking with Phe137. The titular butterfly effect is associated with both the inversion and the presence of this intramolecular hydrogen bond. Our study elucidates the differences in the binding modes of Ara-C and cytidine, which should guide the design of more potent anti-cancer and anti-viral analogues.
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Affiliation(s)
| | - Magdalena Latosińska
- Faculty of Physics, Adam Mickiewicz University, Uniwersytetu Poznańskiego 2, 61-614 Poznań, Poland
| | - Janez Seliger
- “Jožef Stefan” Institute, Jamova 39, 1000 Ljubljana, Slovenia
- Faculty of Mathematics and Physics, University of Ljubljana, Jadranska 19, 1000 Ljubljana, Slovenia
| | - Veselko Žagar
- “Jožef Stefan” Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Tomaž Apih
- “Jožef Stefan” Institute, Jamova 39, 1000 Ljubljana, Slovenia
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5
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Gress V, Roussy M, Boulianne L, Bilodeau M, Cardin S, El-Hachem N, Lisi V, Khakipoor B, Rouette A, Farah A, Théret L, Aubert L, Fatima F, Audemard É, Thibault P, Bonneil É, Chagraoui J, Laramée L, Gendron P, Jouan L, Jammali S, Paré B, Simpson SM, Tran TH, Duval M, Teira P, Bittencourt H, Santiago R, Barabé F, Sauvageau G, Smith MA, Hébert J, Roux PP, Gruber TA, Lavallée VP, Wilhelm BT, Cellot S. CBFA2T3::GLIS2 pediatric acute megakaryoblastic leukemia is sensitive to BCL-XL inhibition by navitoclax and DT2216. Blood Adv 2024; 8:112-129. [PMID: 37729615 PMCID: PMC10787250 DOI: 10.1182/bloodadvances.2022008899] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 07/25/2023] [Accepted: 09/02/2023] [Indexed: 09/22/2023] Open
Abstract
ABSTRACT Acute megakaryoblastic leukemia (AMKL) is a rare, developmentally restricted, and highly lethal cancer of early childhood. The paucity and hypocellularity (due to myelofibrosis) of primary patient samples hamper the discovery of cell- and genotype-specific treatments. AMKL is driven by mutually exclusive chimeric fusion oncogenes in two-thirds of the cases, with CBFA2T3::GLIS2 (CG2) and NUP98 fusions (NUP98r) representing the highest-fatality subgroups. We established CD34+ cord blood-derived CG2 models (n = 6) that sustain serial transplantation and recapitulate human leukemia regarding immunophenotype, leukemia-initiating cell frequencies, comutational landscape, and gene expression signature, with distinct upregulation of the prosurvival factor B-cell lymphoma 2 (BCL2). Cell membrane proteomic analyses highlighted CG2 surface markers preferentially expressed on leukemic cells compared with CD34+ cells (eg, NCAM1 and CD151). AMKL differentiation block in the mega-erythroid progenitor space was confirmed by single-cell profiling. Although CG2 cells were rather resistant to BCL2 genetic knockdown or selective pharmacological inhibition with venetoclax, they were vulnerable to strategies that target the megakaryocytic prosurvival factor BCL-XL (BCL2L1), including in vitro and in vivo treatment with BCL2/BCL-XL/BCL-W inhibitor navitoclax and DT2216, a selective BCL-XL proteolysis-targeting chimera degrader developed to limit thrombocytopenia in patients. NUP98r AMKL were also sensitive to BCL-XL inhibition but not the NUP98r monocytic leukemia, pointing to a lineage-specific dependency. Navitoclax or DT2216 treatment in combination with low-dose cytarabine further reduced leukemic burden in mice. This work extends the cellular and molecular diversity set of human AMKL models and uncovers BCL-XL as a therapeutic vulnerability in CG2 and NUP98r AMKL.
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Affiliation(s)
- Verena Gress
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Mathieu Roussy
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Luc Boulianne
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Department of Pathology, McGill University, Montréal, QC, Canada
| | - Mélanie Bilodeau
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Sophie Cardin
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Nehme El-Hachem
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Véronique Lisi
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Banafsheh Khakipoor
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Alexandre Rouette
- Molecular Diagnostic Laboratory, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, Canada
| | - Azer Farah
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Louis Théret
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Léo Aubert
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Furat Fatima
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Department of Pathology, McGill University, Montréal, QC, Canada
| | - Éric Audemard
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Pierre Thibault
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Éric Bonneil
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Jalila Chagraoui
- Molecular Genetics of Stem Cells Laboratory, Institute for Research in Immunology and Cancer, Montréal, Québec, Canada
| | - Louise Laramée
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Patrick Gendron
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Loubna Jouan
- Molecular Diagnostic Laboratory, Centre Hospitalier Universitaire Sainte-Justine, Montréal, QC, Canada
| | - Safa Jammali
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Bastien Paré
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Shawn M Simpson
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
| | - Thai Hoa Tran
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Michel Duval
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Pierre Teira
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Henrique Bittencourt
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Raoul Santiago
- Division of Hematology-Oncology, Centre Hospitalier Universitaire de Québec-Université Laval, Québec City, QC, Canada
- Centre de recherche du Centre Hospitalier Universitaire de Québec-Université Laval, Québec City, QC, Canada
| | - Frédéric Barabé
- Centre de recherche du Centre Hospitalier Universitaire de Québec-Université Laval, Québec City, QC, Canada
- Department of Medicine, Faculty of Medicine, Université Laval, Québec City, QC, Canada
| | - Guy Sauvageau
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Molecular Genetics of Stem Cells Laboratory, Institute for Research in Immunology and Cancer, Montréal, Québec, Canada
- Division of Hematology, Maisonneuve-Rosemont Hospital, Montréal, QC, Canada
| | - Martin A Smith
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Department of Biochemistry and Molecular Medicine, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Josée Hébert
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Division of Hematology-Oncology and Quebec Leukemia Cell Bank, Hôpital Maisonneuve-Rosemont, Montréal, QC, Canada
| | - Philippe P Roux
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Department of Pathology and Cell Biology, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Tanja A Gruber
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA
| | - Vincent-Philippe Lavallée
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Brian T Wilhelm
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Sonia Cellot
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire Sainte-Justine Research Center, Montréal, QC, Canada
- Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
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6
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Neault M, Lebert-Ghali CÉ, Fournier M, Capdevielle C, Garfinkle EAR, Obermayer A, Cotton A, Boulay K, Sawchyn C, St-Amand S, Nguyen KH, Assaf B, Mercier FE, Delisle JS, Drobetsky EA, Hulea L, Shaw TI, Zuber J, Gruber TA, Melichar HJ, Mallette FA. CBFA2T3-GLIS2-dependent pediatric acute megakaryoblastic leukemia is driven by GLIS2 and sensitive to navitoclax. Cell Rep 2023; 42:113084. [PMID: 37716355 DOI: 10.1016/j.celrep.2023.113084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 07/11/2023] [Accepted: 08/18/2023] [Indexed: 09/18/2023] Open
Abstract
Pediatric acute megakaryoblastic leukemia (AMKL) is an aggressive blood cancer associated with poor therapeutic response and high mortality. Here we describe the development of CBFA2T3-GLIS2-driven mouse models of AMKL that recapitulate the phenotypic and transcriptional signatures of the human disease. We show that an activating Ras mutation that occurs in human AMKL increases the penetrance and decreases the latency of CBF2AT3-GLIS2-driven AMKL. CBFA2T3-GLIS2 and GLIS2 modulate similar transcriptional networks. We identify the dominant oncogenic properties of GLIS2 that trigger AMKL in cooperation with oncogenic Ras. We find that both CBFA2T3-GLIS2 and GLIS2 alter the expression of a number of BH3-only proteins, causing AMKL cell sensitivity to the BCL2 inhibitor navitoclax both in vitro and in vivo, suggesting a potential therapeutic option for pediatric patients suffering from CBFA2T3-GLIS2-driven AMKL.
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Affiliation(s)
- Mathieu Neault
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Charles-Étienne Lebert-Ghali
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
| | - Marilaine Fournier
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada
| | - Caroline Capdevielle
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC, Canada
| | - Elizabeth A R Garfinkle
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Alyssa Obermayer
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | | | - Karine Boulay
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC, Canada
| | - Christina Sawchyn
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC, Canada
| | - Sarah St-Amand
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC, Canada
| | - Kamy H Nguyen
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada
| | - Béatrice Assaf
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada
| | | | - Jean-Sébastien Delisle
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Médecine, Université de Montréal, Montréal, QC, Canada
| | - Elliot A Drobetsky
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Médecine, Université de Montréal, Montréal, QC, Canada
| | - Laura Hulea
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC, Canada; Département de Médecine, Université de Montréal, Montréal, QC, Canada
| | - Timothy I Shaw
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | - Johannes Zuber
- Research Institute of Molecular Pathology, Vienna, Austria
| | - Tanja A Gruber
- Department of Pediatrics, Division of Hematology, Oncology, Stem Cell Transplantation and Regenerative Medicine, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Heather J Melichar
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Médecine, Université de Montréal, Montréal, QC, Canada.
| | - Frédérick A Mallette
- Immunology-Oncology Unit, Maisonneuve-Rosemont Hospital Research Centre, Montréal, QC, Canada; Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC, Canada; Département de Médecine, Université de Montréal, Montréal, QC, Canada.
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7
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Šimoničová K, Janotka L, Kavcova H, Sulova Z, Messingerova L, Breier A. Resistance of Leukemia Cells to 5-Azacytidine: Different Responses to the Same Induction Protocol. Cancers (Basel) 2023; 15:cancers15113063. [PMID: 37297025 DOI: 10.3390/cancers15113063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 05/26/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023] Open
Abstract
Three AML cell variants (M/A, M/A* from MOLM-13 and S/A from SKM-1) were established for resistance by the same protocol using 5-azacytidine (AZA) as a selection agent. These AZA-resistant variants differ in their responses to other cytosine nucleoside analogs, including 5-aza-2'-deoxycytidine (DAC), as well as in some molecular features. Differences in global DNA methylation, protein levels of DNA methyltransferases, and phosphorylation of histone H2AX were observed in response to AZA and DAC treatment in these cell variants. This could be due to changes in the expression of uridine-cytidine kinases 1 and 2 (UCK1 and UCK2) demonstrated in our cell variants. In the M/A variant that retained sensitivity to DAC, we detected a homozygous point mutation in UCK2 resulting in an amino acid substitution (L220R) that is likely responsible for AZA resistance. Cells administered AZA treatment can switch to de novo synthesis of pyrimidine nucleotides, which could be blocked by inhibition of dihydroorotate dehydrogenase by teriflunomide (TFN). This is shown by the synergistic effect of AZA and TFN in those variants that were cross-resistant to DAC and did not have a mutation in UCK2.
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Affiliation(s)
- Kristína Šimoničová
- Institute of Molecular Physiology and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dúbravská cesta 9, 84005 Bratislava, Slovakia
| | - Lubos Janotka
- Institute of Molecular Physiology and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dúbravská cesta 9, 84005 Bratislava, Slovakia
- Department of Biology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Hnevotinska 3, 77515 Olomouc, Czech Republic
| | - Helena Kavcova
- Institute of Molecular Physiology and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dúbravská cesta 9, 84005 Bratislava, Slovakia
| | - Zdena Sulova
- Institute of Molecular Physiology and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dúbravská cesta 9, 84005 Bratislava, Slovakia
| | - Lucia Messingerova
- Institute of Molecular Physiology and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dúbravská cesta 9, 84005 Bratislava, Slovakia
- Institute of Biochemistry and Microbiology, Faculty of Chemical and Food Technology, Slovak University of Technology in Bratislava, Radlinského 9, 81237 Bratislava, Slovakia
| | - Albert Breier
- Institute of Molecular Physiology and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dúbravská cesta 9, 84005 Bratislava, Slovakia
- Institute of Biochemistry and Microbiology, Faculty of Chemical and Food Technology, Slovak University of Technology in Bratislava, Radlinského 9, 81237 Bratislava, Slovakia
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8
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Li J, Kalev‐Zylinska ML. Advances in molecular characterization of pediatric acute megakaryoblastic leukemia not associated with Down syndrome; impact on therapy development. Front Cell Dev Biol 2023; 11:1170622. [PMID: 37325571 PMCID: PMC10267407 DOI: 10.3389/fcell.2023.1170622] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 05/19/2023] [Indexed: 06/17/2023] Open
Abstract
Acute megakaryoblastic leukemia (AMKL) is a rare subtype of acute myeloid leukemia (AML) in which leukemic blasts have megakaryocytic features. AMKL makes up 4%-15% of newly diagnosed pediatric AML, typically affecting young children (less than 2 years old). AMKL associated with Down syndrome (DS) shows GATA1 mutations and has a favorable prognosis. In contrast, AMKL in children without DS is often associated with recurrent and mutually exclusive chimeric fusion genes and has an unfavorable prognosis. This review mainly summarizes the unique features of pediatric non-DS AMKL and highlights the development of novel therapies for high-risk patients. Due to the rarity of pediatric AMKL, large-scale multi-center studies are needed to progress molecular characterization of this disease. Better disease models are also required to test leukemogenic mechanisms and emerging therapies.
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Affiliation(s)
- Jixia Li
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
- Department of Laboratory Medicine, School of Medicine, Foshan University, Foshan, China
| | - Maggie L. Kalev‐Zylinska
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
- Haematology Laboratory, Department of Pathology and Laboratory Medicine, Auckland City Hospital, Auckland, New Zealand
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9
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Xie X, Zhang W, Zhou X, Ye Z, Wang H, Qiu Y, Pan Y, Hu Y, Li L, Chen Z, Yang W, Lu Y, Zou S, Li Y, Bai X. Abemaciclib drives the therapeutic differentiation of acute myeloid leukaemia stem cells. Br J Haematol 2023; 201:940-953. [PMID: 36916190 DOI: 10.1111/bjh.18735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/18/2023] [Accepted: 02/23/2023] [Indexed: 03/15/2023]
Abstract
Self-renewal and differentiation arrest are two features of leukaemia stem cells (LSCs) responsible for the high relapse rate of acute myeloid leukaemia (AML). To screen drugs to overcome differentiation blockade for AML, we conducted screening of 2040 small molecules from a library of United States Food and Drug Administration-approved drugs and found that the cyclin-dependent kinase (CDK)4/6 inhibitor, abemaciclib, exerts high anti-leukaemic activity. Abemaciclib significantly suppressed proliferation and promoted the differentiation of LSCs in vitro. Abemaciclib also efficiently induced differentiation and impaired self-renewal of LSCs, thus reducing the leukaemic cell burden and improving survival in various preclinical animal models, including patient-derived xenografts. Importantly, abemaciclib strongly enhanced anti-tumour effects in combination with venetoclax, a B-cell lymphoma 2 (Bcl-2) inhibitor. This treatment combination led to a marked decrease in LSC-enriched populations and resulted in a synergistic anti-leukaemic effect. Target screening revealed that in addition to CDK4/6, abemaciclib bound to and inhibited CDK9, consequently attenuating the protein levels of global p-Ser2 RNA Polymerase II (Pol II) carboxy terminal domain (CTD), Myc, Bcl-2, and myeloid cell leukaemia-1 (Mcl-1), which was important for the anti-AML effect of abemaciclib. Collectively, these data provide a strong rationale for the clinical evaluation of abemaciclib to induce LSC differentiation and treat highly aggressive AML as well as other advanced haematological malignancies.
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Affiliation(s)
- Xiaoling Xie
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Wuju Zhang
- Department of Oncology, The Fifth Affiliated Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Xuan Zhou
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Zhixin Ye
- Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Hao Wang
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yingqi Qiu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yating Pan
- Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Yuxing Hu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Luyao Li
- Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Zhuanzhuan Chen
- Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Wanwen Yang
- Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Yao Lu
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shuxin Zou
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yuhua Li
- Department of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaochun Bai
- Guangdong Provincial Key Laboratory of Bone and Joint Degenerative Diseases, Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
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10
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Ogata K, Sei K, Kawahara N, Ogata M, Yamamoto Y. Clinical, immunophenotypic, and cytogenetic characteristics of high-grade myelodysplastic syndromes with CD41-positive progenitor cells. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2023; 104:98-107. [PMID: 34964228 DOI: 10.1002/cyto.b.22052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 11/29/2021] [Accepted: 12/15/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND Patients with myelodysplastic syndromes (MDS) with progenitors expressing CD41 (CD41+ MDS) showed a poor prognosis in a previous study but their detailed characteristics remain unclear. METHODS One hundred thirty-seven subjects at our institution were diagnosed with excess blasts (EB)-1, EB-2, and acute myeloid leukemia with a low blast count (20%-30%). The immunophenotypes of progenitor cells in their bone marrow (BM) were determined by CD45-gating flow cytometry. A false-positive reaction to CD41 was eliminated by examining the flow cytometry data of lymphocytes and monocytes in addition to progenitors and by examining CD42b in histological sections. The characteristics were compared between CD41+ and CD41- MDS patients. RESULTS Forty-three patients (31%) were CD41+. Additionally, 91% of the CD41+ MDS patients were very high-risk defined by the Revised International Prognostic Score System, which was higher than in patients with CD41- MDS (p = 0.015). Approximately 60% of the CD41+ MDS patients had a monosomal karyotype and very poor cytogenetics, which was higher than in CD41- MDS patients (p < 0.001). Normal cytogenetics was less common in CD41+ patients (p = 0.0016). Blasts with bleb formation were more abundant in CD41+ MDS patients (p = 0.026). All CD41+ MDS patients were positive for CD13 and were mostly positive for CD33. The frequency of aberrant expression of other antigens on progenitors was similar between CD41+ and CD41- MDS patients. CONCLUSIONS We determined clinical, immunophenotypic, and cytogenetic characteristics of CD41+ MDS patients. Further studies are needed to improve the survival of these patients.
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Affiliation(s)
- Kiyoyuki Ogata
- Metropolitan Research and Treatment Centre for Blood Disorders (MRTC Japan), Tokyo, Japan
| | - Kazuma Sei
- Metropolitan Research and Treatment Centre for Blood Disorders (MRTC Japan), Tokyo, Japan
| | - Naoya Kawahara
- Metropolitan Research and Treatment Centre for Blood Disorders (MRTC Japan), Tokyo, Japan
| | - Mika Ogata
- Metropolitan Research and Treatment Centre for Blood Disorders (MRTC Japan), Tokyo, Japan
| | - Yumi Yamamoto
- Metropolitan Research and Treatment Centre for Blood Disorders (MRTC Japan), Tokyo, Japan
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11
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Wang H, Chan KYY, Cheng CK, Ng MH, Lee PY, Cheng FWT, Lam GKS, Chow TW, Ha SY, Chiang AK, Leung WH, Leung AY, Wang CC, Zhang T, Zhang XB, So CC, Yuen YP, Sun Q, Zhang C, Xu Y, Cheung JTK, Ng WH, Tang PMK, Kang W, To KF, Lee WYW, Wong RS, Poon ENY, Zhao Q, Huang J, Chen C, Yuen PMP, Li CK, Leung AWK, Leung KT. Pharmacogenomic Profiling of Pediatric Acute Myeloid Leukemia to Identify Therapeutic Vulnerabilities and Inform Functional Precision Medicine. Blood Cancer Discov 2022; 3:516-535. [PMID: 35960210 PMCID: PMC9894568 DOI: 10.1158/2643-3230.bcd-22-0011] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 05/31/2022] [Accepted: 08/09/2022] [Indexed: 11/16/2022] Open
Abstract
Despite the expanding portfolio of targeted therapies for adults with acute myeloid leukemia (AML), direct implementation in children is challenging due to inherent differences in underlying genetics. Here we established the pharmacologic profile of pediatric AML by screening myeloblast sensitivity to approved and investigational agents, revealing candidates of immediate clinical relevance. Drug responses ex vivo correlated with patient characteristics, exhibited age-specific alterations, and concorded with activities in xenograft models. Integration with genomic data uncovered new gene-drug associations, suggesting actionable therapeutic vulnerabilities. Transcriptome profiling further identified gene-expression signatures associated with on- and off-target drug responses. We also demonstrated the feasibility of drug screening-guided treatment for children with high-risk AML, with two evaluable cases achieving remission. Collectively, this study offers a high-dimensional gene-drug clinical data set that could be leveraged to research the unique biology of pediatric AML and sets the stage for realizing functional precision medicine for the clinical management of the disease. SIGNIFICANCE We conducted integrated drug and genomic profiling of patient biopsies to build the functional genomic landscape of pediatric AML. Age-specific differences in drug response and new gene-drug interactions were identified. The feasibility of functional precision medicine-guided management of children with high-risk AML was successfully demonstrated in two evaluable clinical cases. This article is highlighted in the In This Issue feature, p. 476.
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Affiliation(s)
- Han Wang
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Kathy Yuen Yee Chan
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi Keung Cheng
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Margaret H.L. Ng
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Po Yi Lee
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Frankie Wai Tsoi Cheng
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Grace Kee See Lam
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Tin Wai Chow
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Shau Yin Ha
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Alan K.S. Chiang
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Wing Hang Leung
- Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Anskar Y.H. Leung
- Department of Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Chi Chiu Wang
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Tao Zhang
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Xiao-Bing Zhang
- Department of Medicine, Loma Linda University, Loma Linda, California
| | - Chi Chiu So
- Department of Pathology, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Yuet Ping Yuen
- Department of Pathology, Hong Kong Children's Hospital, Kowloon, Hong Kong
| | - Qiwei Sun
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi Zhang
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Yaqun Xu
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - John Tak Kit Cheung
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wing Hei Ng
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Patrick Ming-Kuen Tang
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wei Kang
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Ka-Fai To
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Wayne Yuk Wai Lee
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Raymond S.M. Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Ellen Ngar Yun Poon
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Qi Zhao
- Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Taipa, Macau
| | - Junbin Huang
- Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, China
| | - Chun Chen
- Division of Hematology/Oncology, Department of Pediatrics, The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, China
| | - Patrick Man Pan Yuen
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi-kong Li
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Shatin, Hong Kong.,Corresponding Authors: Kam Tong Leung, E-mail: ; Chi-kong Li, Hong Kong Children's Hospital, 1 Shing Cheong Road, Kowloon Bay, Kowloon, Hong Kong. Phone: 852-3513-3176; Fax: 852-2636-0020; E-mail: ; and Alex Wing Kwan Leung, E-mail:
| | - Alex Wing Kwan Leung
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Shatin, Hong Kong.,Corresponding Authors: Kam Tong Leung, E-mail: ; Chi-kong Li, Hong Kong Children's Hospital, 1 Shing Cheong Road, Kowloon Bay, Kowloon, Hong Kong. Phone: 852-3513-3176; Fax: 852-2636-0020; E-mail: ; and Alex Wing Kwan Leung, E-mail:
| | - Kam Tong Leung
- Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.,Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Shatin, Hong Kong.,Corresponding Authors: Kam Tong Leung, E-mail: ; Chi-kong Li, Hong Kong Children's Hospital, 1 Shing Cheong Road, Kowloon Bay, Kowloon, Hong Kong. Phone: 852-3513-3176; Fax: 852-2636-0020; E-mail: ; and Alex Wing Kwan Leung, E-mail:
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12
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Yin M, Zhang Y, Wang J, Li X. Comment on Marcoux et al. Varying Impact of Gestational Diabetes Mellitus on Incidence of Childhood Cancers: An Age-Stratified Retrospective Cohort Study. Diabetes Care 2022;45:1177-1183. Diabetes Care 2022; 45:e153-e154. [PMID: 36318675 PMCID: PMC9862466 DOI: 10.2337/dc22-0954] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Min Yin
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Yan Zhang
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Jian Wang
- Institute of Reproduction and Stem Cell Engineering, School of Basic Medical Science, Central South University, Changsha, Hunan, China.,NHC Key Laboratory of Hunan Stem Cell and Reproductive Engineering, Central South University, Changsha, Hunan, China.,National Engineering Research Centre of Human Stem Cells, Changsha, Hunan, China
| | - Xia Li
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
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13
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Xiang W, Lam YH, Periyasamy G, Chuah C. Application of High Throughput Technologies in the Development of Acute Myeloid Leukemia Therapy: Challenges and Progress. Int J Mol Sci 2022; 23:ijms23052863. [PMID: 35270002 PMCID: PMC8910862 DOI: 10.3390/ijms23052863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 02/26/2022] [Accepted: 02/28/2022] [Indexed: 11/27/2022] Open
Abstract
Acute myeloid leukemia (AML) is a complex hematological malignancy characterized by extensive heterogeneity in genetics, response to therapy and long-term outcomes, making it a prototype example of development for personalized medicine. Given the accessibility to hematologic malignancy patient samples and recent advances in high-throughput technologies, large amounts of biological data that are clinically relevant for diagnosis, risk stratification and targeted drug development have been generated. Recent studies highlight the potential of implementing genomic-based and phenotypic-based screens in clinics to improve survival in patients with refractory AML. In this review, we will discuss successful applications as well as challenges of most up-to-date high-throughput technologies, including artificial intelligence (AI) approaches, in the development of personalized medicine for AML, and recent clinical studies for evaluating the utility of integrating genomics-guided and drug sensitivity testing-guided treatment approaches for AML patients.
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Affiliation(s)
- Wei Xiang
- Department of Haematology, Singapore General Hospital, Singapore 169608, Singapore; (W.X.); (Y.H.L.)
| | - Yi Hui Lam
- Department of Haematology, Singapore General Hospital, Singapore 169608, Singapore; (W.X.); (Y.H.L.)
| | - Giridharan Periyasamy
- High Throughput Phenomics Platform, Experimental Drug Development Centre, Agency for Science, Technology and Research (A*STAR), Singapore 139632, Singapore;
| | - Charles Chuah
- Department of Haematology, Singapore General Hospital, Singapore 169608, Singapore; (W.X.); (Y.H.L.)
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore 169857, Singapore
- Correspondence:
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14
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Cairns LV, Lappin KM, Mutch A, Ali A, Matchett KB, Mills KI. Multiplex Screening for Interacting Compounds in Paediatric Acute Myeloid Leukaemia. Int J Mol Sci 2021; 22:10163. [PMID: 34576326 PMCID: PMC8468645 DOI: 10.3390/ijms221810163] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 09/10/2021] [Accepted: 09/14/2021] [Indexed: 01/31/2023] Open
Abstract
Paediatric acute myeloid leukaemia (AML) is a heterogeneous disease characterised by the malignant transformation of myeloid precursor cells with impaired differentiation. Standard therapy for paediatric AML has remained largely unchanged for over four decades and, combined with inadequate understanding of the biology of paediatric AML, has limited the progress of targeted therapies in this cohort. In recent years, the search for novel targets for the treatment of paediatric AML has accelerated in parallel with advanced genomic technologies which explore the mutational and transcriptional landscape of this disease. Exploiting the large combinatorial space of existing drugs provides an untapped resource for the identification of potential combination therapies for the treatment of paediatric AML. We have previously designed a multiplex screening strategy known as Multiplex Screening for Interacting Compounds in AML (MuSICAL); using an algorithm designed in-house, we screened all pairings of 384 FDA-approved compounds in less than 4000 wells by pooling drugs into 10 compounds per well. This approach maximised the probability of identifying new compound combinations with therapeutic potential while minimising cost, replication and redundancy. This screening strategy identified the triple combination of glimepiride, a sulfonylurea; pancuronium dibromide, a neuromuscular blocking agent; and vinblastine sulfate, a vinca alkaloid, as a potential therapy for paediatric AML. We envision that this approach can be used for a variety of disease-relevant screens allowing the efficient repurposing of drugs that can be rapidly moved into the clinic.
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Affiliation(s)
- Lauren V. Cairns
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7AE, UK; (K.M.L.); (A.A.); (K.I.M.)
| | - Katrina M. Lappin
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7AE, UK; (K.M.L.); (A.A.); (K.I.M.)
| | - Alexander Mutch
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital Campus, Glenshane Road, Derry/Londonderry BT47 6SB, UK; (A.M.); (K.B.M.)
| | - Ahlam Ali
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7AE, UK; (K.M.L.); (A.A.); (K.I.M.)
| | - Kyle B. Matchett
- Northern Ireland Centre for Stratified Medicine, School of Biomedical Sciences, Ulster University, C-TRIC, Altnagelvin Hospital Campus, Glenshane Road, Derry/Londonderry BT47 6SB, UK; (A.M.); (K.B.M.)
| | - Ken I. Mills
- Patrick G. Johnston Centre for Cancer Research, Queen’s University Belfast, 97 Lisburn Road, Belfast BT9 7AE, UK; (K.M.L.); (A.A.); (K.I.M.)
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15
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Moser B, Edtmayer S, Witalisz-Siepracka A, Stoiber D. The Ups and Downs of STAT Inhibition in Acute Myeloid Leukemia. Biomedicines 2021; 9:1051. [PMID: 34440253 PMCID: PMC8392322 DOI: 10.3390/biomedicines9081051] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/16/2021] [Accepted: 08/17/2021] [Indexed: 01/03/2023] Open
Abstract
Aberrant Janus kinase-signal transducer and activator of transcription (JAK-STAT) signaling is implicated in the pathogenesis of acute myeloid leukemia (AML), a highly heterogeneous hematopoietic malignancy. The management of AML is complex and despite impressive efforts into better understanding its underlying molecular mechanisms, survival rates in the elderly have not shown a substantial improvement over the past decades. This is particularly due to the heterogeneity of AML and the need for personalized approaches. Due to the crucial role of the deregulated JAK-STAT signaling in AML, selective targeting of the JAK-STAT pathway, particularly constitutively activated STAT3 and STAT5 and their associated upstream JAKs, is of great interest. This strategy has shown promising results in vitro and in vivo with several compounds having reached clinical trials. Here, we summarize recent FDA approvals and current potential clinically relevant inhibitors for AML patients targeting JAK and STAT proteins. This review underlines the need for detailed cytogenetic analysis and additional assessment of JAK-STAT pathway activation. It highlights the ongoing development of new JAK-STAT inhibitors with better disease specificity, which opens up new avenues for improved disease management.
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Affiliation(s)
| | | | | | - Dagmar Stoiber
- Department of Pharmacology, Physiology and Microbiology, Division Pharmacology, Karl Landsteiner University of Health Sciences, 3500 Krems, Austria; (B.M.); (S.E.); (A.W.-S.)
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16
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Thioridazine requires calcium influx to induce MLL-AF6-rearranged AML cell death. Blood Adv 2021; 4:4417-4429. [PMID: 32931582 DOI: 10.1182/bloodadvances.2020002001] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 08/12/2020] [Indexed: 01/25/2023] Open
Abstract
In pediatric acute myeloid leukemia (AML), intensive chemotherapy and allogeneic hematopoietic stem cell transplantation are the cornerstones of treatment in high-risk cases, with severe late effects and a still high risk of disease recurrence as the main drawbacks. The identification of targeted, more effective, safer drugs is thus desirable. We performed a high-throughput drug-screening assay of 1280 compounds and identified thioridazine (TDZ), a drug that was highly selective for the t(6;11)(q27;q23) MLL-AF6 (6;11)AML rearrangement, which mediates a dramatically poor (below 20%) survival rate. TDZ induced cell death and irreversible progress toward the loss of leukemia cell clonogenic capacity in vitro. Thus, we explored its mechanism of action and found a profound cytoskeletal remodeling of blast cells that led to Ca2+ influx, triggering apoptosis through mitochondrial depolarization, confirming that this latter phenomenon occurs selectively in t(6;11)AML, for which AF6 does not work as a cytoskeletal regulator, because it is sequestered into the nucleus by the fusion gene. We confirmed TDZ-mediated t(6;11)AML toxicity in vivo and enhanced the drug's safety by developing novel TDZ analogues that exerted the same effect on leukemia reduction, but with lowered neuroleptic effects in vivo. Overall, these results refine the MLL-AF6 AML leukemogenic mechanism and suggest that the benefits of targeting it be corroborated in further clinical trials.
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17
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Iacobucci I, Qu C, Varotto E, Janke LJ, Yang X, Seth A, Shelat A, Friske JD, Fukano R, Yu J, Freeman BB, Kennedy JA, Sperling AS, Zheng R, Wang Y, Jogiraju H, Dickerson KM, Payne-Turner D, Morris SM, Hollis ES, Ghosn N, Haggard GE, Lindsley RC, Ebert BL, Mullighan CG. Modeling and targeting of erythroleukemia by hematopoietic genome editing. Blood 2021; 137:1628-1640. [PMID: 33512458 PMCID: PMC7995291 DOI: 10.1182/blood.2020009103] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 12/17/2020] [Indexed: 12/15/2022] Open
Abstract
Acute erythroid leukemia (AEL) is characterized by a distinct morphology, mutational spectrum, lack of preclinical models, and poor prognosis. Here, using multiplexed genome editing of mouse hematopoietic stem and progenitor cells and transplant assays, we developed preclinical models of AEL and non-erythroid acute leukemia and describe the central role of mutational cooperativity in determining leukemia lineage. Different combination of mutations in Trp53, Bcor, Dnmt3a, Rb1, and Nfix resulted in the development of leukemia with an erythroid phenotype, accompanied by the acquisition of alterations in signaling and transcription factor genes that recapitulate human AEL by cross-species genomic analysis. Clonal expansion during tumor evolution was driven by mutational cooccurrence, with clones harboring a higher number of founder and secondary lesions (eg, mutations in signaling genes) showing greater evolutionary fitness. Mouse and human AEL exhibited deregulation of genes regulating erythroid development, notably Gata1, Klf1, and Nfe2, driven by the interaction of mutations of the epigenetic modifiers Dnmt3a and Tet2 that perturbed methylation and thus expression of lineage-specific transcription factors. The established mouse leukemias were used as a platform for drug screening. Drug sensitivity was associated with the leukemia genotype, with the poly (ADP-ribose) polymerase inhibitor talazoparib and the demethylating agent decitabine efficacious in Trp53/Bcor-mutant AEL, CDK7/9 inhibitors in Trp53/Bcor/Dnmt3a-mutant AEL, and gemcitabine and bromodomain inhibitors in NUP98-KDM5A leukemia. In conclusion, combinatorial genome editing has shown the interplay of founding and secondary genetic alterations in phenotype and clonal evolution, epigenetic regulation of lineage-specific transcription factors, and therapeutic tractability in erythroid leukemogenesis.
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Affiliation(s)
- Ilaria Iacobucci
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Chunxu Qu
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Elena Varotto
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
- Pediatric Hematology-Oncology, Department of Woman's and Child's Health, University of Padova, Padova, Italy
| | - Laura J Janke
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Xu Yang
- Department of Computational Biology
| | - Aman Seth
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Anang Shelat
- Department of Chemical Biology and Therapeutics, and
| | - Jake D Friske
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Reiji Fukano
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | | | - Burgess B Freeman
- Preclinical Pharmacokinetics Shared Resource, St Jude Children's Research Hospital, Memphis, TN
| | - James A Kennedy
- Brigham and Women's Hospital, Boston, MA
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Adam S Sperling
- Brigham and Women's Hospital, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Rena Zheng
- Department of Medicine, Section of Hematology and Medical Oncology, Boston University Medical Center, Boston MA
| | - Yingzhe Wang
- Preclinical Pharmacokinetics Shared Resource, St Jude Children's Research Hospital, Memphis, TN
| | - Harini Jogiraju
- Preclinical Pharmacokinetics Shared Resource, St Jude Children's Research Hospital, Memphis, TN
| | | | | | - Sarah M Morris
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Emily S Hollis
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Nina Ghosn
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - Georgia E Haggard
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
| | - R Coleman Lindsley
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Benjamin L Ebert
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Howard Hughes Medical Institute, Dana-Farber Cancer Institute, Boston, MA; and
| | - Charles G Mullighan
- Department of Pathology, St Jude Children's Research Hospital, Memphis, TN
- Hematological Malignancies Program, St Jude Children's Research Hospital, Memphis, TN
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18
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Preclinical efficacy of gemcitabine in MLL-rearranged infant acute lymphoblastic leukemia. Leukemia 2020; 34:2898-2902. [PMID: 32488115 DOI: 10.1038/s41375-020-0895-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 05/15/2020] [Accepted: 05/26/2020] [Indexed: 12/20/2022]
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19
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Anderson JT, Huang KM, Lustberg MB, Sparreboom A, Hu S. Solute Carrier Transportome in Chemotherapy-Induced Adverse Drug Reactions. Rev Physiol Biochem Pharmacol 2020; 183:177-215. [PMID: 32761456 DOI: 10.1007/112_2020_30] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Members of the solute carrier (SLC) family of transporters are responsible for the cellular influx of a broad range of endogenous compounds and xenobiotics. These proteins are highly expressed in the gastrointestinal tract and eliminating organs such as the liver and kidney, and are considered to be of particular importance in governing drug absorption and elimination. Many of the same transporters are also expressed in a wide variety of organs targeted by clinically important anticancer drugs, directly affect cellular sensitivity to these agents, and indirectly influence treatment-related side effects. Furthermore, targeted intervention strategies involving the use of transport inhibitors have been recently developed, and have provided promising lead candidates for combinatorial therapies associated with decreased toxicity. Gaining a better understanding of the complex interplay between transporter-mediated on-target and off-target drug disposition will help guide the further development of these novel treatment strategies to prevent drug accumulation in toxicity-associated organs, and improve the safety of currently available treatment modalities. In this report, we provide an update on this rapidly emerging field with particular emphasis on anticancer drugs belonging to the classes of taxanes, platinum derivatives, nucleoside analogs, and anthracyclines.
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Affiliation(s)
- Jason T Anderson
- Division of Pharmaceutics and Pharmacology, College of Pharmacy and Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Kevin M Huang
- Division of Pharmaceutics and Pharmacology, College of Pharmacy and Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Maryam B Lustberg
- Department of Medical Oncology, The Ohio State University, Comprehensive Cancer Center, Columbus, OH, USA
| | - Alex Sparreboom
- Division of Pharmaceutics and Pharmacology, College of Pharmacy and Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Shuiying Hu
- Division of Pharmaceutics and Pharmacology, College of Pharmacy and Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA.
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20
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Long-term cultivation using ineffective MDM2 inhibitor concentrations alters the drug sensitivity profiles of PL21 leukaemia cells. EXPERIMENTAL RESULTS 2020. [DOI: 10.1017/exp.2019.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
AbstractAcquired MDM2 inhibitor resistance is commonly caused by loss-of-function TP53 mutations. In addition to the selection of TP53-mutant cells by MDM2 inhibitors, MDM2 inhibitor-induced DNA damage may promote the formation of TP53 mutations. Here, we cultivated 12 sublines of the intrinsically MDM2 inhibitor-resistant TP53 wild-type acute myeloid leukaemia cell line PL21 for 52 passages in the presence of ineffective concentrations of the MDM2 inhibitor nutlin-3 but did not observe loss-of-function TP53 mutations. This suggests that MDM2 inhibitors select TP53-mutant cells after mutations have occurred, but do not directly promote TP53 mutations. Unexpectedly, many sublines displayed increased sensitivity to the anti-cancer drugs cytarabine, doxorubicin, or gemcitabine. Consequently, therapies can affect the outcome of next-line treatments, even in the absence of a therapy response. This finding is conceptually novel. A better understanding of such processes will inform the design of improved therapy protocols in the future.
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21
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Cardin S, Bilodeau M, Roussy M, Aubert L, Milan T, Jouan L, Rouette A, Laramée L, Gendron P, Duchaine J, Decaluwe H, Spinella JF, Mourad S, Couture F, Sinnett D, Haddad É, Landry JR, Ma J, Humphries RK, Roux PP, Hébert J, Gruber TA, Wilhelm BT, Cellot S. Human models of NUP98-KDM5A megakaryocytic leukemia in mice contribute to uncovering new biomarkers and therapeutic vulnerabilities. Blood Adv 2019; 3:3307-3321. [PMID: 31698461 PMCID: PMC6855103 DOI: 10.1182/bloodadvances.2019030981] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 08/11/2019] [Indexed: 12/13/2022] Open
Abstract
Acute megakaryoblastic leukemia (AMKL) represents ∼10% of pediatric acute myeloid leukemia cases and typically affects young children (<3 years of age). It remains plagued with extremely poor treatment outcomes (<40% cure rates), mostly due to primary chemotherapy refractory disease and/or early relapse. Recurrent and mutually exclusive chimeric fusion oncogenes have been detected in 60% to 70% of cases and include nucleoporin 98 (NUP98) gene rearrangements, most commonly NUP98-KDM5A. Human models of NUP98-KDM5A-driven AMKL capable of faithfully recapitulating the disease have been lacking, and patient samples are rare, further limiting biomarkers and drug discovery. To overcome these impediments, we overexpressed NUP98-KDM5A in human cord blood hematopoietic stem and progenitor cells using a lentiviral-based approach to create physiopathologically relevant disease models. The NUP98-KDM5A fusion oncogene was a potent inducer of maturation arrest, sustaining long-term proliferative and progenitor capacities of engineered cells in optimized culture conditions. Adoptive transfer of NUP98-KDM5A-transformed cells into immunodeficient mice led to multiple subtypes of leukemia, including AMKL, that phenocopy human disease phenotypically and molecularly. The integrative molecular characterization of synthetic and patient NUP98-KDM5A AMKL samples revealed SELP, MPIG6B, and NEO1 as distinctive and novel disease biomarkers. Transcriptomic and proteomic analyses pointed to upregulation of the JAK-STAT signaling pathway in the model AMKL. Both synthetic models and patient-derived xenografts of NUP98-rearranged AMKL showed in vitro therapeutic vulnerability to ruxolitinib, a clinically approved JAK2 inhibitor. Overall, synthetic human AMKL models contribute to defining functional dependencies of rare genotypes of high-fatality pediatric leukemia, which lack effective and rationally designed treatments.
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MESH Headings
- Animals
- Biomarkers
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Computational Biology/methods
- Disease Models, Animal
- Disease Susceptibility
- Gene Expression
- Gene Expression Profiling
- High-Throughput Nucleotide Sequencing
- Humans
- Immunophenotyping
- Leukemia, Megakaryoblastic, Acute/etiology
- Leukemia, Megakaryoblastic, Acute/pathology
- Leukemia, Megakaryoblastic, Acute/therapy
- Mice
- Neoplastic Stem Cells/metabolism
- Neoplastic Stem Cells/pathology
- Nuclear Pore Complex Proteins/genetics
- Nuclear Pore Complex Proteins/metabolism
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Retinoblastoma-Binding Protein 2/genetics
- Retinoblastoma-Binding Protein 2/metabolism
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Sophie Cardin
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
| | - Mélanie Bilodeau
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
| | - Mathieu Roussy
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Department of Biomedical Sciences
- Faculty of Medicine
| | - Léo Aubert
- Cell Signaling and Proteomics Research Unit, and
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Thomas Milan
- Laboratory for High-Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC, Canada
| | - Loubna Jouan
- Integrated Centre for Pediatric Clinical Genomics, CHU Sainte-Justine Research Center, Montréal, QC, Canada
| | - Alexandre Rouette
- Integrated Centre for Pediatric Clinical Genomics, CHU Sainte-Justine Research Center, Montréal, QC, Canada
| | - Louise Laramée
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
| | - Patrick Gendron
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Bioinformatics Platform, Université de Montréal, Montréal, QC, Canada
| | - Jean Duchaine
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Hélène Decaluwe
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Jean-François Spinella
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Stéphanie Mourad
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
| | - Françoise Couture
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
| | - Daniel Sinnett
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
| | - Élie Haddad
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Department of Microbiology, Infectiology and Immunology, CHU Sainte-Justine, Montréal, QC, Canada
| | - Josette-Renée Landry
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Streamline Genomics, Montréal, QC, Canada
| | - Jing Ma
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, TN
| | | | - Philippe P Roux
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Laboratory for High-Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC, Canada
- Department of Pathology and Cell Biology, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Josée Hébert
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Division of Hematology, and
- Québec Leukemia Cell Bank, Maisonneuve-Rosemont Hospital, Montréal, QC, Canada; and
| | - Tanja A Gruber
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Brian T Wilhelm
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Laboratory for High-Throughput Biology, Institute for Research in Immunology and Cancer, Montréal, QC, Canada
| | - Sonia Cellot
- Pediatric Hematology-Oncology Division, Charles-Bruneau Cancer Center, Centre Hospitalier Universitaire (CHU) Sainte-Justine Research Center, Montréal, QC, Canada
- Institute for Research in Immunology and Cancer, Université de Montréal, Montréal, QC, Canada
- Québec Leukemia Cell Bank, Maisonneuve-Rosemont Hospital, Montréal, QC, Canada; and
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22
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Kuhlen M, Klusmann JH, Hoell JI. Molecular Approaches to Treating Pediatric Leukemias. Front Pediatr 2019; 7:368. [PMID: 31555628 PMCID: PMC6742719 DOI: 10.3389/fped.2019.00368] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 08/23/2019] [Indexed: 12/13/2022] Open
Abstract
Over the past decades, striking progress has been made in the treatment of pediatric leukemia, approaching 90% overall survival in children with acute lymphoblastic leukemia (ALL) and 75% in children with acute myeloid leukemia (AML). This has mainly been achieved through multiagent chemotherapy including CNS prophylaxis and risk-adapted therapy within collaborative clinical trials. However, prognosis in children with refractory or relapsed leukemia remains poor and has not significantly improved despite great efforts. Hence, more effective and less toxic therapies are urgently needed. Our understanding of disease biology, molecular drivers, drug resistance and, thus, the possibility to identify children at high-risk for treatment failure has significantly improved in recent years. Moreover, several new drugs targeting key molecular pathways involved in leukemia development, cell growth, and proliferation have been developed and approved. These striking achievements are linked to the great hope to further improve survival in children with refractory and relapsed leukemia. This review gives an overview on current molecularly targeted therapies in children with leukemia, including kinase, and proteasome inhibitors, epigenetic and enzyme targeting, as well as apoptosis regulators among others.
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Affiliation(s)
- Michaela Kuhlen
- Swabian Children's Cancer Center, University Children's Hospital Augsburg, Augsburg, Germany
| | - Jan-Henning Klusmann
- Department of Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Jessica I Hoell
- Department of Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
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