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Sam J, Hofer T, Kuettel C, Claus C, Thom J, Herter S, Georges G, Korfi K, Lechmann M, Eigenmann MJ, Marbach D, Jamois C, Lechner K, Krishnan SM, Gaillard BC, Marinho J, Kronenberg S, Kunz L, Wilson S, Briner S, Gebhardt S, Varol A, Appelt B, Nicolini VG, Speziale D, Bez M, Bommer E, Eckmann J, Hage C, Limani F, Jenni S, Schoenle A, Le Clech M, Vallier JB, Colombetti S, Bacac M, Gasser S, Klein C, Umaña P. CD19-CD28: An affinity-optimized CD28 agonist for combination with glofitamab (CD20-TCB) as off-the-shelf immunotherapy. Blood 2024:blood.2023023381. [PMID: 38437725 DOI: 10.1182/blood.2023023381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 01/29/2024] [Accepted: 02/16/2024] [Indexed: 03/06/2024] Open
Abstract
Effective T cell responses not only require the engagement of T cell receptors (TCRs, "signal 1"), but also the availability of costimulatory signals ("signal 2"). T cell bispecific antibodies (TCBs) deliver a robust signal 1 by engaging the TCR signaling component CD3ε, while simultaneously binding to tumor antigens. The CD20-TCB glofitamab redirects T cells to CD20-expressing malignant B cells. While glofitamab exhibits strong single agent efficacy, adding costimulatory signaling may enhance the depth and durability of T cell-mediated tumor cell killing. We developed a bispecific CD19-targeted CD28 agonist (RG6333, CD19-CD28) to enhance the efficacy of glofitamab and similar TCBs by delivering signal 2 to tumor-infiltrating T cells. CD19-CD28 distinguishes itself from the superagonistic antibody TGN1412, as its activity requires the simultaneous presence of a TCR signal and CD19 target binding. This is achieved through its engineered format incorporating a mutated Fc region with abolished FcγR and C1q binding, CD28 monovalency, and a moderate CD28 binding affinity. In combination with glofitamab, CD19-CD28 strongly increased T cell effector functions in ex vivo assays using lymphoma patient-derived PBMC and spleen samples, and enhanced glofitamab-mediated regression of aggressive lymphomas in humanized mice. Notably, the triple combination of glofitamab with CD19-CD28 with the costimulatory 4-1BB agonist CD19-4-1BBL, offered substantially improved long-term tumor control over glofitamab monotherapy and respective duplet combinations. Our findings highlight CD19-CD28 as a safe and highly efficacious off-the-shelf combination partner for glofitamab, similar TCBs, and other costimulatory agonists. CD19-CD28 is currently in a Phase 1 clinical trial in combination with glofitamab.
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Affiliation(s)
- Johannes Sam
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | - Thomas Hofer
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | | | | | - Jenny Thom
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | | | - Guy Georges
- Roche Innovation Center Munich, Penzberg, Germany
| | | | | | | | | | | | | | | | | | - Joana Marinho
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | | | - Leo Kunz
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | - Sabine Wilson
- Roche Innovation Center Welwyn, Welwyn Garden City, United Kingdom
| | | | | | - Ahmet Varol
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | - Birte Appelt
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | | | | | - Miriam Bez
- Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Esther Bommer
- Roche Innovation Center Zürich, Schlieren, Switzerland
| | | | - Carina Hage
- Roche Innovation Center Munich, Penzberg, Germany
| | | | | | - Anne Schoenle
- Roche Pharma Research & Early Development, Schlieren, Switzerland
| | | | | | | | - Marina Bacac
- Roche Pharma Research and Early Development, Schlieren, Switzerland
| | | | | | - Pablo Umaña
- Roche Innovation Center Zurich, Zurich, Switzerland
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Hänel G, Schönle A, Neumann AS, Nixdorf D, Philipp N, Sponheimer M, Leutbecher A, Emhardt AJ, Magno G, Bücklein V, Eckmann J, Dunshee D, Kramar V, Korfi K, Colombetti S, Umaña P, Klein C, Subklewe M. Combining venetoclax and azacytidine with T-cell bispecific antibodies for treatment of acute myeloid leukemia: a preclinical assessment. Leukemia 2024; 38:398-402. [PMID: 38212534 PMCID: PMC10844082 DOI: 10.1038/s41375-023-02127-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Revised: 12/12/2023] [Accepted: 12/14/2023] [Indexed: 01/13/2024]
Affiliation(s)
- Gerulf Hänel
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Anne Schönle
- Roche Pharma Research & Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Anne-Sophie Neumann
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Daniel Nixdorf
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Nora Philipp
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Monika Sponheimer
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Alexandra Leutbecher
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Alica-Joana Emhardt
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
| | - Giulia Magno
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
| | - Veit Bücklein
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany
| | - Jan Eckmann
- Roche Pharma Research & Early Development, Roche Innovation Center Munich, Penzberg, Germany
| | | | - Vesna Kramar
- Roche Pharma Research & Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Koorosh Korfi
- Roche Pharma Research & Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Sara Colombetti
- Roche Pharma Research & Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Pablo Umaña
- Roche Pharma Research & Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland
| | - Christian Klein
- Roche Pharma Research & Early Development, Roche Innovation Center Zurich, Schlieren, Switzerland.
| | - Marion Subklewe
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany.
- Laboratory for Translational Cancer Immunology, Gene Center, LMU Munich, Munich, Germany.
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Bewicke-Copley F, Korfi K, Araf S, Hodkinson B, Kumar E, Cummin T, Ashton-Key M, Barrans S, van Hoppe S, Burton C, Elshiekh M, Rule S, Crosbie N, Clear A, Calaminici M, Runge H, Hills RK, Scott DW, Rimsza LM, Menon G, Sha C, Davies JR, Nagano A, Davies A, Painter D, Smith A, Gribben J, Naresh KN, Westhead DR, Okosun J, Steele A, Hodson DJ, Balasubramanian S, Johnson P, Wang J, Fitzgibbon J. Longitudinal expression profiling identifies a poor risk subset of patients with ABC-type diffuse large B-cell lymphoma. Blood Adv 2023; 7:845-855. [PMID: 35947123 PMCID: PMC9986713 DOI: 10.1182/bloodadvances.2022007536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 07/05/2022] [Accepted: 07/25/2022] [Indexed: 11/20/2022] Open
Abstract
Despite the effectiveness of immuno-chemotherapy, 40% of patients with diffuse large B-cell lymphoma (DLBCL) experience relapse or refractory disease. Longitudinal studies have previously focused on the mutational landscape of relapse but fell short of providing a consistent relapse-specific genetic signature. In our study, we have focused attention on the changes in GEP accompanying DLBCL relapse using archival paired diagnostic/relapse specimens from 38 de novo patients with DLBCL. COO remained stable from diagnosis to relapse in 80% of patients, with only a single patient showing COO switching from activated B-cell-like (ABC) to germinal center B-cell-like (GCB). Analysis of the transcriptomic changes that occur following relapse suggest ABC and GCB relapses are mediated via different mechanisms. We developed a 30-gene discriminator for ABC-DLBCLs derived from relapse-associated genes that defined clinically distinct high- and low-risk subgroups in ABC-DLBCLs at diagnosis in datasets comprising both population-based and clinical trial cohorts. This signature also identified a population of <60-year-old patients with superior PFS and OS treated with ibrutinib-R-CHOP as part of the PHOENIX trial. Altogether this new signature adds to the existing toolkit of putative genetic predictors now available in DLBCL that can be readily assessed as part of prospective clinical trials.
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Affiliation(s)
- Findlay Bewicke-Copley
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Koorosh Korfi
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Shamzah Araf
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Brendan Hodkinson
- Oncology Translational Research, Janssen Research & Development, Spring House, PA
| | - Emil Kumar
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Thomas Cummin
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Margaret Ashton-Key
- Cellular Pathology, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Sharon Barrans
- Haematological Malignancy Diagnostic Service, St. James’s Institute of Oncology, Leeds, UK
| | - Suzan van Hoppe
- Haematological Malignancy Diagnostic Service, St. James’s Institute of Oncology, Leeds, UK
| | - Cathy Burton
- Haematological Malignancy Diagnostic Service, St. James’s Institute of Oncology, Leeds, UK
| | - Mohamed Elshiekh
- Cellular & Molecular Pathology, Imperial College NHS Trust & Imperial College London, London, UK
| | - Simon Rule
- Department of Haematology, Derriford Hospital, University of Plymouth, Plymouth, UK
| | - Nicola Crosbie
- Department of Haematology, University Hospitals Plymouth NHS Trust, Plymouth, UK
| | - Andrew Clear
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Maria Calaminici
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Hendrik Runge
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Robert K. Hills
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - David W. Scott
- BC Cancer Centre for Lymphoid Cancer and Department of Medicine, University of British Columbia, Vancouver, BC Canada
| | - Lisa M. Rimsza
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Phoenix AZ
| | - Geetha Menon
- Haemato-Oncology Diagnostic Service, Liverpool Clinical Laboratories, Liverpool, UK
| | - Chulin Sha
- School of Molecular and Cellular Biology, University of Leeds, Leeds, UK
| | - John R. Davies
- School of Molecular and Cellular Biology, University of Leeds, Leeds, UK
| | - Ai Nagano
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Andrew Davies
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Daniel Painter
- Epidemiology and Cancer Statistics Group, Department of Health Sciences, University of York, York, UK
| | - Alexandra Smith
- Epidemiology and Cancer Statistics Group, Department of Health Sciences, University of York, York, UK
| | - John Gribben
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Kikkeri N. Naresh
- Cellular & Molecular Pathology, Imperial College NHS Trust & Imperial College London, London, UK
| | - David R. Westhead
- School of Molecular and Cellular Biology, University of Leeds, Leeds, UK
| | - Jessica Okosun
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Andrew Steele
- Oncology Translational Research, Janssen Research & Development, San Diego, CA
| | - Daniel J. Hodson
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | | | - Peter Johnson
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Jun Wang
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
| | - Jude Fitzgibbon
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University, London, UK
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Pousse L, Korfi K, Medeiros BC, Berrera M, Kumpesa N, Eckmann J, Hutter IK, Griesser V, Karanikas V, Klein C, Amann M. CD25 targeting with the afucosylated human IgG1 antibody RG6292 eliminates regulatory T cells and CD25+ blasts in acute myeloid leukemia. Front Oncol 2023; 13:1150149. [PMID: 37205201 PMCID: PMC10185852 DOI: 10.3389/fonc.2023.1150149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/11/2023] [Indexed: 05/21/2023] Open
Abstract
Background Acute Myeloid leukemia is a heterogeneous disease that requires novel targeted treatment options tailored to the patients' specific microenvironment and blast phenotype. Methods We characterized bone marrow and/or blood samples of 37 AML patients and healthy donors by high dimensional flow cytometry and RNA sequencing using computational analysis. In addition, we performed ex vivo ADCC assays using allogeneic NK cells isolated from healthy donors and AML patient material to test the cytotoxic potential of CD25 Mab (also referred to as RG6292 and RO7296682) or isotype control antibody on regulatory T cells and CD25+ AML cells. Results Bone marrow composition, in particular the abundance of regulatory T cells and CD25 expressing AML cells, correlated strongly with that of the blood in patients with time-matched samples. In addition, we observed a strong enrichment in the prevalence of CD25 expressing AML cells in patients bearing a FLT3-ITD mutation or treated with a hypomethylating agent in combination with venetoclax. We adopted a patient-centric approach to study AML clusters with CD25 expression and found it most highly expressed on immature phenotypes. Ex vivo treatment of primary AML patient samples with CD25 Mab, a human CD25 specific glycoengineered IgG1 antibody led to the specific killing of two different cell types, CD25+ AML cells and regulatory T cells, by allogeneic Natural Killer cells. Conclusion The in-depth characterization of patient samples by proteomic and genomic analyses supported the identification of a patient population that may benefit most by harnessing CD25 Mab's dual mode of action. In this pre-selected patient population, CD25 Mab could lead to the specific depletion of regulatory T cells, in addition to leukemic stem cells and progenitor-like AML cells that are responsible for disease progression or relapse.
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Affiliation(s)
- Laurène Pousse
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Zurich (RICZ), Schlieren, Switzerland
- *Correspondence: Laurène Pousse, ; Maria Amann,
| | - Koorosh Korfi
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Zurich (RICZ), Schlieren, Switzerland
| | - Bruno C. Medeiros
- Genentech, Inc. Hematology Department, South San Francisco, CA, United States
| | - Marco Berrera
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel (RICB), Basel, Switzerland
| | - Nadine Kumpesa
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel (RICB), Basel, Switzerland
| | - Jan Eckmann
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Münich (RICM), Penzberg, Germany
| | - Idil Karakoc Hutter
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Zurich (RICZ), Schlieren, Switzerland
| | - Vera Griesser
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Basel (RICB), Basel, Switzerland
| | - Vaios Karanikas
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Zurich (RICZ), Schlieren, Switzerland
| | - Christian Klein
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Zurich (RICZ), Schlieren, Switzerland
| | - Maria Amann
- Roche Pharma Research and Early Development (pRED), Roche Innovation Center Zurich (RICZ), Schlieren, Switzerland
- *Correspondence: Laurène Pousse, ; Maria Amann,
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Nassiri S, Habegger L, Gerber P, Tosevski V, Hüsser T, Yanguez E, Herter S, Weisser M, Korfi K, Umana P, Piccione E, Bröske AM, Bacac M. Abstract LB558: Single cell profiling of PBMCs reveals correlates of clinical response to glofitamab. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-lb558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Glofitamab is a novel CD20-targeted bispecific T cell-engaging antibody that has demonstrated significant clinical efficacy in aggressive forms of Non-Hodgkin Lymphoma (aNHL). Despite significant clinical efficacy in aNHL (Hutchings et al. JCO 2021), some patients only achieve a partial response or progress upon treatment. To investigate the cellular and molecular factors that correlate with clinical activity of glofitamab, we applied CyTOF, single cell RNA and TCR sequencing to study PBMCs collected at baseline and at cycle 2 of treatment from patients with aNHL. Our cohort included 9 patients with complete response (CR) and 9 patients with progressive disease (PD) status (response assessed at cycle 3) recruited during dose escalation of glofitamab in a Ph1 clinical trial (NP30179).
We identified a higher proportion of CD4 T cells and a lower proportion of monocytes in CR versus PD patients. Complementary to changes in cell proportions, we explored the covariation of genes across single cells to isolate co-regulated processes and identified several gene expression programs associated with the response status, of which some were shared between two or more cell types while others were cell type-specific. Focusing on the T cell compartment, we further identified subtypes of CD8 and CD4 T cells enriched in either CR or PD patients, and used topic modeling, a computational approach that excels in settings of continuous phenotypes, to contrast the transcriptional state of T cells in CR patients compared to PD patients at baseline and on treatment. Interestingly, we found CR patients to exhibit a less exhausted CD8 T cell population at baseline, confirming our previous observations using tumor bulk RNA sequencing data. Moreover, we observed that hyper-expanded clonotypes were generally enriched in the CD8 T cell compartment, and that the clonal cells had a stronger cytotoxic phenotype compared to non-clonal T cells. This observation was further corroborated when looking at TCR diversity. Indeed, we observed that distinct T cell populations exhibited differences in TCR diversity, with exhausted CD8 T cells showing decreased clonal diversity. Finally, to better understand the changes in CD8 T cells, we performed trajectory inference and observed that the position of individual cells along the pseudotime varied largely according to timepoint and response status. This analysis further allowed us to identify the expression dynamic of numerous markers of T cell exhaustion, as well as transcription factors associated with progenitor and self-renewing state.
Notwithstanding the limited sample size and patient heterogeneity, our analysis provides a deep characterization of the cellular and molecular features associated with response to glofitamab using peripheral biomarkers. As glofitamab is being evaluated in a number of clinical trials either as a single agent or in combination, our dataset and findings can help broaden the understanding of its mode of action, and might be relevant for patient enrichment and monitoring response.
Citation Format: Sina Nassiri, Lucas Habegger, Petra Gerber, Vinko Tosevski, Tamara Hüsser, Emilio Yanguez, Sylvia Herter, Martin Weisser, Koorosh Korfi, Pablo Umana, Emily Piccione, Ann-Marie Bröske, Marina Bacac. Single cell profiling of PBMCs reveals correlates of clinical response to glofitamab [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr LB558.
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Heydt Q, Xintaropoulou C, Clear A, Austin M, Pislariu I, Miraki-Moud F, Cutillas P, Korfi K, Calaminici M, Cawthorn W, Suchacki K, Nagano A, Gribben JG, Smith M, Cavenagh JD, Oakervee H, Castleton A, Taussig D, Peck B, Wilczynska A, McNaughton L, Bonnet D, Mardakheh F, Patel B. Adipocytes disrupt the translational programme of acute lymphoblastic leukaemia to favour tumour survival and persistence. Nat Commun 2021; 12:5507. [PMID: 34535653 PMCID: PMC8448863 DOI: 10.1038/s41467-021-25540-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 08/17/2021] [Indexed: 11/09/2022] Open
Abstract
The specific niche adaptations that facilitate primary disease and Acute Lymphoblastic Leukaemia (ALL) survival after induction chemotherapy remain unclear. Here, we show that Bone Marrow (BM) adipocytes dynamically evolve during ALL pathogenesis and therapy, transitioning from cellular depletion in the primary leukaemia niche to a fully reconstituted state upon remission induction. Functionally, adipocyte niches elicit a fate switch in ALL cells towards slow-proliferation and cellular quiescence, highlighting the critical contribution of the adipocyte dynamic to disease establishment and chemotherapy resistance. Mechanistically, adipocyte niche interaction targets posttranscriptional networks and suppresses protein biosynthesis in ALL cells. Treatment with general control nonderepressible 2 inhibitor (GCN2ib) alleviates adipocyte-mediated translational repression and rescues ALL cell quiescence thereby significantly reducing the cytoprotective effect of adipocytes against chemotherapy and other extrinsic stressors. These data establish how adipocyte driven restrictions of the ALL proteome benefit ALL tumours, preventing their elimination, and suggest ways to manipulate adipocyte-mediated ALL resistance.
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Affiliation(s)
- Q Heydt
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - C Xintaropoulou
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - A Clear
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - M Austin
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - I Pislariu
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - F Miraki-Moud
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - P Cutillas
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - K Korfi
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - M Calaminici
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - W Cawthorn
- BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, Edinburgh BioQuarter, University of Edinburgh, Edinburgh, Scotland, UK
| | - K Suchacki
- BHF Centre for Cardiovascular Science, The Queen's Medical Research Institute, Edinburgh BioQuarter, University of Edinburgh, Edinburgh, Scotland, UK
| | - A Nagano
- Centre for Molecular Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - J G Gribben
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - M Smith
- Department of Haemato-Oncology, St Bartholomew's Hospital, West Smithfield, London, UK
| | - J D Cavenagh
- Department of Haemato-Oncology, St Bartholomew's Hospital, West Smithfield, London, UK
| | - H Oakervee
- Department of Haemato-Oncology, St Bartholomew's Hospital, West Smithfield, London, UK
| | - A Castleton
- Christie NHS Foundation Trust, Manchester, UK
| | - D Taussig
- Haemato-oncology Unit, The Royal Marsden Hospital, Sutton, UK
| | - B Peck
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - A Wilczynska
- CRUK Beatson Institute, Glasgow, UK
- Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - L McNaughton
- Haematopoietic Stem Cell Laboratory, The Francis Crick Institute, London, UK
| | - D Bonnet
- Haematopoietic Stem Cell Laboratory, The Francis Crick Institute, London, UK
| | - F Mardakheh
- Centre for Molecular Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - B Patel
- Centre for Haemato-Oncology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK.
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Heward J, Konali L, D'Avola A, Close K, Yeomans A, Philpott M, Dunford J, Rahim T, Al Seraihi AF, Wang J, Korfi K, Araf S, Iqbal S, Bewicke-Copley F, Kumar E, Barisic D, Calaminici M, Clear A, Gribben J, Johnson P, Neve R, Cutillas P, Okosun J, Oppermann U, Melnick A, Packham G, Fitzgibbon J. KDM5 inhibition offers a novel therapeutic strategy for the treatment of KMT2D mutant lymphomas. Blood 2021; 138:370-381. [PMID: 33786580 PMCID: PMC8351530 DOI: 10.1182/blood.2020008743] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 03/04/2021] [Indexed: 02/07/2023] Open
Abstract
Loss-of-function mutations in KMT2D are a striking feature of germinal center (GC) lymphomas, resulting in decreased histone 3 lysine 4 (H3K4) methylation and altered gene expression. We hypothesized that inhibition of the KDM5 family, which demethylates H3K4me3/me2, would reestablish H3K4 methylation and restore the expression of genes repressed on loss of KMT2D. KDM5 inhibition increased H3K4me3 levels and caused an antiproliferative response in vitro, which was markedly greater in both endogenous and gene-edited KMT2D mutant diffuse large B-cell lymphoma cell lines, whereas tumor growth was inhibited in KMT2D mutant xenografts in vivo. KDM5 inhibition reactivated both KMT2D-dependent and -independent genes, resulting in diminished B-cell signaling and altered expression of B-cell lymphoma 2 (BCL2) family members, including BCL2 itself. KDM5 inhibition may offer an effective therapeutic strategy for ameliorating KMT2D loss-of-function mutations in GC lymphomas.
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Affiliation(s)
- James Heward
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Lola Konali
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Annalisa D'Avola
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton General Hospital, Southampton, United Kingdom
| | - Karina Close
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Alison Yeomans
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton General Hospital, Southampton, United Kingdom
| | - Martin Philpott
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - James Dunford
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Tahrima Rahim
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Ahad F Al Seraihi
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Jun Wang
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Koorosh Korfi
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Shamzah Araf
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Sameena Iqbal
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Findlay Bewicke-Copley
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Emil Kumar
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Darko Barisic
- Department of Medicine, Weill Cornell Medicine, New York, NY; and
| | - Maria Calaminici
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Andrew Clear
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - John Gribben
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Peter Johnson
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton General Hospital, Southampton, United Kingdom
| | | | - Pedro Cutillas
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Jessica Okosun
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Udo Oppermann
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Ari Melnick
- Department of Medicine, Weill Cornell Medicine, New York, NY; and
| | - Graham Packham
- Cancer Research UK Centre, Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton General Hospital, Southampton, United Kingdom
| | - Jude Fitzgibbon
- Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
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8
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Araf S, Korfi K, Bewicke-Copley F, Wang J, Cogliatti S, Kumar E, Forrer F, Barrington SF, Graham TA, Scott DW, Rimsza LM, Davies A, Johnson P, Okosun J, Fitzgibbon J, Fehr M. Genetic heterogeneity highlighted by differential FDG-PET response in diffuse large B-cell lymphoma. Haematologica 2020; 105:318-321. [PMID: 32273479 PMCID: PMC7271579 DOI: 10.3324/haematol.2019.242206] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Shamzah Araf
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Koorosh Korfi
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Findlay Bewicke-Copley
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jun Wang
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Sergio Cogliatti
- Institute of Pathology, Cantonal Hospital St Gallen, St Gallen, Switzerland
| | - Emil Kumar
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Flavio Forrer
- Department of Nuclear Medicine, Cantonal Hospital St Gallen, St Gallen, Switzerland
| | - Sally F Barrington
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, King's College London, King's Health Partners, London, UK
| | - Trevor A Graham
- Evolution and Cancer Laboratory, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - David W Scott
- Centre for Lymphoid Cancer, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Lisa M Rimsza
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Scottsdale, AZ, USA
| | - Andrew Davies
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Peter Johnson
- Cancer Research UK Centre, University of Southampton, Southampton, UK
| | - Jessica Okosun
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jude Fitzgibbon
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Martin Fehr
- Clinic for Medical Oncology and Haematology, Cantonal Hospital St Gallen, St Gallen, Switzerland
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9
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Bewicke-Copley F, Arjun Kumar E, Palladino G, Korfi K, Wang J. Applications and analysis of targeted genomic sequencing in cancer studies. Comput Struct Biotechnol J 2019; 17:1348-1359. [PMID: 31762958 PMCID: PMC6861594 DOI: 10.1016/j.csbj.2019.10.004] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 10/18/2019] [Accepted: 10/22/2019] [Indexed: 12/31/2022] Open
Abstract
Next Generation Sequencing (NGS) has dramatically improved the flexibility and outcomes of cancer research and clinical trials, providing highly sensitive and accurate high-throughput platforms for large-scale genomic testing. In contrast to whole-genome (WGS) or whole-exome sequencing (WES), targeted genomic sequencing (TS) focuses on a panel of genes or targets known to have strong associations with pathogenesis of disease and/or clinical relevance, offering greater sequencing depth with reduced costs and data burden. This allows targeted sequencing to identify low frequency variants in targeted regions with high confidence, thus suitable for profiling low-quality and fragmented clinical DNA samples. As a result, TS has been widely used in clinical research and trials for patient stratification and the development of targeted therapeutics. However, its transition to routine clinical use has been slow. Many technical and analytical obstacles still remain and need to be discussed and addressed before large-scale and cross-centre implementation. Gold-standard and state-of-the-art procedures and pipelines are urgently needed to accelerate this transition. In this review we first present how TS is conducted in cancer research, including various target enrichment platforms, the construction of target panels, and selected research and clinical studies utilising TS to profile clinical samples. We then present a generalised analytical workflow for TS data discussing important parameters and filters in detail, aiming to provide the best practices of TS usage and analyses.
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Key Words
- BAM, Binary Alignment Map
- BWA, Burrows-Wheeler Aligner
- Background error
- CLL, Chronic Lymphocytic Leukaemia
- COSMIC, Catalogue of Somatic Mutations in Cancer
- Cancer genomics
- Clinical samples
- ESP, Exome Sequencing Project
- FF, Fresh Frozen
- FFPE, Formalin Fixed Paraffin Embedded
- FL, Follicular Lymphoma
- GATK, Genome Analysis Toolkit
- ICGC, International Cancer Genome Consortium
- MBC, Molecular Barcode
- NCCN, the National Comprehensive Cancer Network®
- NGS, Next Generation Sequencing
- NHL, Non-Hodgkin Lymphoma
- NSCLC, Non-Small Cell Lung Carcinoma
- PCR duplicates
- QC, Quality Control
- SAM, Sequence Alignment Map
- TCGA, The Cancer Genome Atlas
- TS, Targeted Sequencing
- Targeted sequencing
- UMI, Unique Molecular Identifiers
- VAF, Variant Allele Frequency
- Variant calling
- WES, Whole Exome Sequencing
- WGS, Whole Genome Sequencing
- tFL, Transformed Follicular Lymphoma
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Affiliation(s)
- Findlay Bewicke-Copley
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Emil Arjun Kumar
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK.,Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Giuseppe Palladino
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Koorosh Korfi
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
| | - Jun Wang
- Centre for Cancer Genomics and Computational Biology, Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London EC1M 6BQ, UK
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10
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Korfi K, Araf S, Bewicke-Copley F, Kumar E, Cummin T, Ashton-Key M, Barrans S, Van Hoppe S, Burton C, Elshiekh M, Rule S, Crosbie N, Clear A, Calaminici M, Menon G, Sha C, Bentley M, Nagano A, Davies A, Painter D, Smith A, Okosun J, Gribben J, Naresh K, Westhead D, Wang J, Johnson P, Fitzgibbon J. LONGITUDINAL ANALYSES OF DIAGNOSTIC-RELAPSE BIOPSIES OF DIFFUSE LARGE B CELL LYMPHOMA SUGGEST THAT RELAPSE IS MEDIATED BY DISTINCT MECHANISMS IN ABC AND GCB LYMPHOMA. Hematol Oncol 2019. [DOI: 10.1002/hon.100_2629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- K. Korfi
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - S. Araf
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - F. Bewicke-Copley
- Centre for Molecular Oncology; Barts Cancer Institute; London United Kingdom
| | - E. Kumar
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - T. Cummin
- Cancer Research UK Centre; University of Southampton; Southampton United Kingdom
| | - M. Ashton-Key
- Cellular Pathology; University Hospital Southampton NHS Foundation Trust; Southampton United Kingdom
| | - S. Barrans
- HMDS; Leeds Teaching Hospitals NHS Trust; Leeds United Kingdom
| | - S. Van Hoppe
- HMDS; Leeds Teaching Hospitals NHS Trust; Leeds United Kingdom
| | - C. Burton
- HMDS; Leeds Teaching Hospitals NHS Trust; Leeds United Kingdom
| | - M. Elshiekh
- Cellular & Molecular Pathology; Imperial College NHS Trust & Imperial College London; London United Kingdom
| | - S. Rule
- Department of Haematology; Derriford Hospital, University of Plymouth; Plymouth United Kingdom
| | - N. Crosbie
- Department of Haematology; University Hospitals Plymouth NHS Trust; Plymouth United Kingdom
| | - A. Clear
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - M. Calaminici
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - G. Menon
- Haemato-Oncology Diagnostic Service; Liverpool Clinical Laboratories; Liverpool United Kingdom
| | - C. Sha
- School of Molecular and Cellular Biology; University of Leeds; Leeds United Kingdom
| | - M. Bentley
- School of Molecular and Cellular Biology; University of Leeds; Leeds United Kingdom
| | - A. Nagano
- Centre for Molecular Oncology; Barts Cancer Institute; London United Kingdom
| | - A. Davies
- Cancer Research UK Centre; University of Southampton; Southampton United Kingdom
| | - D. Painter
- Epidemiology and Cancer Statistics Group; University of York; York United Kingdom
| | - A. Smith
- Epidemiology and Cancer Statistics Group; University of York; York United Kingdom
| | - J. Okosun
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - J. Gribben
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
| | - K.N. Naresh
- Cellular & Molecular Pathology; Imperial College NHS Trust & Imperial College London; London United Kingdom
| | - D. Westhead
- School of Molecular and Cellular Biology; University of Leeds; Leeds United Kingdom
| | - J. Wang
- Centre for Molecular Oncology; Barts Cancer Institute; London United Kingdom
| | - P. Johnson
- Cancer Research UK Centre; University of Southampton; Southampton United Kingdom
| | - J. Fitzgibbon
- Centre for Haemato-Oncology; Barts Cancer Institute; London United Kingdom
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11
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Kumar E, Korfi K, Bewicke-Copley F, Witzig T, Leukam M, Ansell S, Scott J, Rallis K, Clear A, Efeyan A, Calaminici M, Wang J, Okosun J, Smith S, Novak A, Fitzgibbon J. MUTATIONS AFFECTING THE CREBBP HAT DOMAIN PREDICT RESPONSE TO MTOR INHIBITORS EVEROLIMUS AND TEMSIROLIMUS IN RELAPSED/REFRACTORY FOLLICULAR LYMPHOMA. Hemasphere 2019. [DOI: 10.1097/02014419-201906001-00412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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12
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Kumar E, Korfi K, Bewicke-Copley F, Witzig T, Leukam M, Ansell S, Scott J, Rallis K, Clear A, Efeyan A, Calaminici M, Wang J, Okosun J, Smith S, Novak A, Fitzgibbon J. PF513 MUTATIONS AFFECTING THE CREBBP HAT DOMAIN PREDICT RESPONSE TO MTOR INHIBITORS EVEROLIMUS AND TEMSIROLIMUS IN RELAPSED/REFRACTORY FOLLICULAR LYMPHOMA. Hemasphere 2019. [DOI: 10.1097/01.hs9.0000560152.86937.ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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13
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Araf S, Wang J, Ashton-Key M, Korfi K, Di Bella D, Rio-Machin A, Odabashian M, Foria V, Du MQ, Cucco F, Barrans S, Johnson P, Laird SR, Fisher AM, Cullis JO, Graham TA, Okosun J, Fitzgibbon J, Chiecchio L. Transmission of diffuse large B-cell lymphoma by an allogeneic stem-cell transplant. Haematologica 2019; 104:e174-e177. [PMID: 29976740 PMCID: PMC6442949 DOI: 10.3324/haematol.2018.196907] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
MESH Headings
- Adult
- Allografts
- Child
- Hematopoietic Stem Cell Transplantation
- Humans
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/therapy
- Lymphoma, Large B-Cell, Diffuse/drug therapy
- Lymphoma, Large B-Cell, Diffuse/etiology
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/pathology
- Male
- Neoplasms, Second Primary/drug therapy
- Neoplasms, Second Primary/etiology
- Neoplasms, Second Primary/genetics
- Neoplasms, Second Primary/pathology
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Affiliation(s)
- Shamzah Araf
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Jun Wang
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London
| | | | - Koorosh Korfi
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Doriana Di Bella
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Ana Rio-Machin
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Mariette Odabashian
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Vipul Foria
- University Hospital Southampton NHS Foundation Trust, Southampton
| | - Ming-Qing Du
- University of Cambridge, Cancer Research UK Centre
| | | | - Sharon Barrans
- Haematological Malignancy Diagnostic Service (HMDS), Leeds Cancer Centre
| | - Peter Johnson
- Univesity of Southampton, Cancer Sciences Unit, Cancer Research UK Centre
| | - Sophie R Laird
- Wessex Regional Genetics Laboratory, Salisbury NHS Foundation Trust, Salisbury District Hospital
| | - Andrew M Fisher
- Wessex Regional Genetics Laboratory, Salisbury NHS Foundation Trust, Salisbury District Hospital
| | - Jonathan O Cullis
- Haematology Department, Salisbury NHS Foundation Trust, Salisbury District Hospital
| | - Trevor A Graham
- Evolution and Cancer Laboratory, Barts Cancer Institute, Queen Mary University of London, UK
| | - Jessica Okosun
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Jude Fitzgibbon
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London
| | - Laura Chiecchio
- Wessex Regional Genetics Laboratory, Salisbury NHS Foundation Trust, Salisbury District Hospital
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14
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Araf S, Wang J, Korfi K, Pangault C, Kotsiou E, Rio-Machin A, Rahim T, Heward J, Clear A, Iqbal S, Davies JK, Johnson P, Calaminici M, Montoto S, Auer R, Chelala C, Gribben JG, Graham TA, Fest T, Fitzgibbon J, Okosun J. Correction: Genomic profiling reveals spatial intra-tumor heterogeneity in follicular lymphoma. Leukemia 2019; 33:1540. [PMID: 30903015 PMCID: PMC7608209 DOI: 10.1038/s41375-019-0425-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Shamzah Araf
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK. .,Centre for Genomic Health, Queen Mary University of London, London, UK.
| | - Jun Wang
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Koorosh Korfi
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Celine Pangault
- UMR INSERM 1236, Université de Rennes, 1, EFS de Bretagne, CHU de Rennes, Rennes, France
| | - Eleni Kotsiou
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Ana Rio-Machin
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Tahrima Rahim
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - James Heward
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Andrew Clear
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Sameena Iqbal
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jeff K Davies
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Peter Johnson
- Cancer Sciences Unit, Cancer Research UK Centre, Southampton, UK
| | - Maria Calaminici
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Silvia Montoto
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Rebecca Auer
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Claude Chelala
- Centre for Molecular Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - John G Gribben
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Trevor A Graham
- Evolution and Cancer Laboratory, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Thierry Fest
- UMR INSERM 1236, Université de Rennes, 1, EFS de Bretagne, CHU de Rennes, Rennes, France
| | - Jude Fitzgibbon
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Jessica Okosun
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, UK.
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15
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Merron B, Kazmi-Stokes S, Cummin T, Barrans S, Araf S, Korfi K, Pascua LDL, Caddy J, Cozens K, Cucco F, Uddin R, Sha C, Tooze R, Griffiths G, Du MQ, Burton C, Westhead D, Fitzgibbon J, Schuh A, Davies A, Johnson P. Precision medicine for patients with lymphoma; the Bloodwise Precision Medicine for Aggressive Lymphomas (PMAL) consortium. Clin Med (Lond) 2019. [DOI: 10.7861/clinmedicine.19-2-s100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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16
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Araf S, Wang J, Korfi K, Pangault C, Kotsiou E, Rio-Machin A, Rahim T, Heward J, Clear A, Iqbal S, Davies JK, Johnson P, Calaminici M, Montoto S, Auer R, Chelala C, Gribben JG, Graham TA, Fest T, Fitzgibbon J, Okosun J. Genomic profiling reveals spatial intra-tumor heterogeneity in follicular lymphoma. Leukemia 2018; 32:1261-1265. [PMID: 29568095 PMCID: PMC5940637 DOI: 10.1038/s41375-018-0043-y] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 11/17/2017] [Accepted: 11/24/2017] [Indexed: 12/24/2022]
Affiliation(s)
- Shamzah Araf
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK.
- Centre for Genomic Health, Queen Mary University of London, London, UK.
| | - Jun Wang
- Centre for Molecular Oncology, Barts Cancer Institute, London, UK
| | - Koorosh Korfi
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Celine Pangault
- UMR INSERM 1236, Université de Rennes, 1, EFS de Bretagne, CHU de Rennes, Rennes, France
| | - Eleni Kotsiou
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Ana Rio-Machin
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Tahrima Rahim
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - James Heward
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Andrew Clear
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Sameena Iqbal
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Jeff K Davies
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Peter Johnson
- Cancer Sciences Unit, Cancer Research UK Centre, Southampton, UK
| | | | - Silvia Montoto
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Rebecca Auer
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Claude Chelala
- Centre for Molecular Oncology, Barts Cancer Institute, London, UK
| | - John G Gribben
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Trevor A Graham
- Evolution and Cancer Laboratory, Barts Cancer Institute, London, UK
| | - Thierry Fest
- UMR INSERM 1236, Université de Rennes, 1, EFS de Bretagne, CHU de Rennes, Rennes, France
| | - Jude Fitzgibbon
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK
| | - Jessica Okosun
- Centre for Haemato-Oncology, Barts Cancer Institute, London, UK.
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17
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Korfi K, Ali S, Heward JA, Fitzgibbon J. Follicular lymphoma, a B cell malignancy addicted to epigenetic mutations. Epigenetics 2017; 12:370-377. [PMID: 28106467 PMCID: PMC5453190 DOI: 10.1080/15592294.2017.1282587] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 01/09/2017] [Accepted: 01/10/2017] [Indexed: 01/07/2023] Open
Abstract
While follicular lymphoma (FL) is exquisitely responsive to immuno-chemotherapy, many patients follow a relapsing remitting clinical course driven in part by a common precursor cell (CPC) population. Advances in next generation sequencing have provided valuable insights into the genetic landscape of FL and its clonal evolution in response to therapy, implicating perturbations of epigenetic regulators as a hallmark of the disease. Recurrent mutations of histone modifiers KMT2D, CREBBP, EP300, EZH2, ARIDIA, and linker histones are likely early events arising in the CPC pool, rendering epigenetic based therapies conceptually attractive for treatment of indolent and transformed FL. This review provides a synopsis of the main epigenetic aberrations and the current efforts in development and testing of epigenetic therapies in this B cell malignancy.
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Affiliation(s)
- Koorosh Korfi
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Sara Ali
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - James A. Heward
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Jude Fitzgibbon
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
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18
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Araf S, Korfi K, Rahim T, Davies A, Fitzgibbon J. Advances in the molecular diagnosis of diffuse large B-cell lymphoma in the era of precision medicine. Expert Rev Mol Diagn 2016; 16:1093-1102. [PMID: 27648481 DOI: 10.1080/14737159.2016.1235974] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
INTRODUCTION The adoption of high-throughput technologies has led to a transformation in our ability to classify diffuse large B-cell lymphoma (DLBCL) into unique molecular subtypes. In parallel, the expansion of agents targeting key genetic and gene expression signatures has led to an unprecedented opportunity to personalize cancer therapies, paving the way for precision medicine. Areas covered: This review summarizes the key molecular subtypes of DLBCL and outlines the novel technology platforms in development to discriminate clinically relevant subtypes. Expert commentary: The application of emerging diagnostic tests into routine clinical practise is gaining momentum following the demonstration of subtype specific activity by novel agents. Co-ordinated efforts are required to ensure that these state of the art technologies provide reliable and clinically meaningful results accessible to the wider haematology community.
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MESH Headings
- Biomarkers, Tumor
- Gene Expression
- Genes, bcl-2
- Genes, myc
- High-Throughput Nucleotide Sequencing
- Humans
- Lymphoma, Large B-Cell, Diffuse/diagnosis
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/mortality
- Lymphoma, Large B-Cell, Diffuse/therapy
- Molecular Diagnostic Techniques
- Mutation
- Precision Medicine/methods
- Prognosis
- Transcriptome
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Affiliation(s)
- Shamzah Araf
- a Centre for Haemato-Oncology , Barts Cancer Institute, Queen Mary University of London , London , UK
| | - Koorosh Korfi
- a Centre for Haemato-Oncology , Barts Cancer Institute, Queen Mary University of London , London , UK
| | - Tahrima Rahim
- a Centre for Haemato-Oncology , Barts Cancer Institute, Queen Mary University of London , London , UK
| | - Andrew Davies
- b Cancer Sciences Unit, Faculty of Medicine , University of Southampton , Southampton , UK
| | - Jude Fitzgibbon
- a Centre for Haemato-Oncology , Barts Cancer Institute, Queen Mary University of London , London , UK
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Scott MT, Korfi K, Saffrey P, Hopcroft LEM, Kinstrie R, Pellicano F, Guenther C, Gallipoli P, Cruz M, Dunn K, Jorgensen HG, Cassels JE, Hamilton A, Crossan A, Sinclair A, Holyoake TL, Vetrie D. Epigenetic Reprogramming Sensitizes CML Stem Cells to Combined EZH2 and Tyrosine Kinase Inhibition. Cancer Discov 2016; 6:1248-1257. [PMID: 27630125 DOI: 10.1158/2159-8290.cd-16-0263] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Accepted: 08/04/2016] [Indexed: 01/23/2023]
Abstract
A major obstacle to curing chronic myeloid leukemia (CML) is residual disease maintained by tyrosine kinase inhibitor (TKI)-persistent leukemic stem cells (LSC). These are BCR-ABL1 kinase independent, refractory to apoptosis, and serve as a reservoir to drive relapse or TKI resistance. We demonstrate that Polycomb Repressive Complex 2 is misregulated in chronic phase CML LSCs. This is associated with extensive reprogramming of H3K27me3 targets in LSCs, thus sensitizing them to apoptosis upon treatment with an EZH2-specific inhibitor (EZH2i). EZH2i does not impair normal hematopoietic stem cell survival. Strikingly, treatment of primary CML cells with either EZH2i or TKI alone caused significant upregulation of H3K27me3 targets, and combined treatment further potentiated these effects and resulted in significant loss of LSCs compared to TKI alone, in vitro, and in long-term bone marrow murine xenografts. Our findings point to a promising epigenetic-based therapeutic strategy to more effectively target LSCs in patients with CML receiving TKIs. SIGNIFICANCE In CML, TKI-persistent LSCs remain an obstacle to cure, and approaches to eradicate them remain a significant unmet clinical need. We demonstrate that EZH2 and H3K27me3 reprogramming is important for LSC survival, but renders LSCs sensitive to the combined effects of EZH2i and TKI. This represents a novel approach to more effectively target LSCs in patients receiving TKI treatment. Cancer Discov; 6(11); 1248-57. ©2016 AACR.See related article by Xie et al., p. 1237This article is highlighted in the In This Issue feature, p. 1197.
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Affiliation(s)
- Mary T Scott
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom.,Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Koorosh Korfi
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom.,Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Peter Saffrey
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Lisa E M Hopcroft
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Ross Kinstrie
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Francesca Pellicano
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Carla Guenther
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom.,Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Paolo Gallipoli
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Michelle Cruz
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Karen Dunn
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Heather G Jorgensen
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Jennifer E Cassels
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Ashley Hamilton
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Andrew Crossan
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Amy Sinclair
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Tessa L Holyoake
- Paul O'Gorman Leukaemia Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom.
| | - David Vetrie
- Epigenetics Unit, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom.
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Korfi K, Smith M, Swan J, Somervaille TCP, Dhomen N, Marais R. BIM mediates synergistic killing of B-cell acute lymphoblastic leukemia cells by BCL-2 and MEK inhibitors. Cell Death Dis 2016; 7:e2177. [PMID: 27054332 PMCID: PMC4855656 DOI: 10.1038/cddis.2016.70] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 02/22/2016] [Accepted: 02/29/2016] [Indexed: 01/06/2023]
Abstract
B-cell acute lymphoblastic leukemia (B-ALL) is an aggressive hematological disease that kills ~50% of adult patients. With the exception of some BCR-ABL1(+) patients who benefit from tyrosine kinase inhibitors, there are no effective targeted therapies for adult B-ALL patients and chemotherapy remains first-line therapy despite adverse side effects and poor efficacy. We show that, although the MEK/ERK pathway is activated in B-ALL cells driven by different oncogenes, MEK inhibition does not suppress B-ALL cell growth. However, MEK inhibition synergized with BCL-2/BCL-XL family inhibitors to suppress proliferation and induce apoptosis in B-ALL cells. We show that this synergism is mediated by the pro-apoptotic factor BIM, which is dephosphorylated as a result of MEK inhibition, allowing it to bind to and neutralize MCL-1, thereby enhancing BCL-2/BCL-XL inhibitor-induced cell death. This cooperative effect is observed in B-ALL cells driven by a range of genetic abnormalities and therefore has significant therapeutic potential.
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Affiliation(s)
- K Korfi
- Molecular Oncology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | - M Smith
- Molecular Oncology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | - J Swan
- Core Research Facilities, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | - T C P Somervaille
- Leukemia Biology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | - N Dhomen
- Molecular Oncology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | - R Marais
- Molecular Oncology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
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21
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Korfi K, Mandal A, Furney SJ, Wiseman D, Somervaille TCP, Marais R. A personalised medicine approach for ponatinib-resistant chronic myeloid leukaemia. Ann Oncol 2015; 26:1180-1187. [PMID: 25712455 PMCID: PMC4516045 DOI: 10.1093/annonc/mdv110] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2014] [Revised: 02/11/2015] [Accepted: 02/17/2015] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Chronic myeloid leukaemia (CML) is characterised by the presence of a fusion driver oncogene, BCR-ABL1, which is a constitutive tyrosine kinase. Tyrosine kinase inhibitors (TKIs) are the central treatment strategy for CML patients and have significantly improved survival rates, but the T315I mutation in the kinase domain of BCR-ABL1 confers resistance to all clinically approved TKIs, except ponatinib. However, compound mutations can mediate resistance even to ponatinib and remain a clinical challenge in CML therapy. Here, we investigated a ponatinib-resistant CML patient through whole-genome sequencing (WGS) to identify the cause of resistance and to find alternative therapeutic targets. PATIENTS AND METHODS We carried out WGS on a ponatinib-resistant CML patient and demonstrated an effective combination therapy against the primary CML cells derived from this patient in vitro. RESULTS Our findings demonstrate the emergence of compound mutations in the BCR-ABL1 kinase domain following ponatinib treatment, and chromosomal structural variation data predicted amplification of BCL2. The primary CD34(+) CML cells from this patient showed increased sensitivity to the combination of ponatinib and ABT-263, a BCL2 inhibitor with a negligible effect against the normal CD34(+) cells. CONCLUSION Our results show the potential of personalised medicine approaches in TKI-resistant CML patients and provide a strategy that could improve clinical outcomes for these patients.
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MESH Headings
- Aged
- Aniline Compounds/therapeutic use
- Antineoplastic Agents/adverse effects
- Antineoplastic Agents/therapeutic use
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Biomarkers, Tumor/antagonists & inhibitors
- Biomarkers, Tumor/genetics
- DNA Mutational Analysis
- Drug Resistance, Neoplasm/genetics
- Drug Screening Assays, Antitumor
- Fusion Proteins, bcr-abl/antagonists & inhibitors
- Fusion Proteins, bcr-abl/genetics
- Genome-Wide Association Study
- Humans
- Imidazoles/adverse effects
- Imidazoles/therapeutic use
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- Molecular Targeted Therapy
- Mutation
- Precision Medicine
- Predictive Value of Tests
- Protein Kinase Inhibitors/adverse effects
- Protein Kinase Inhibitors/therapeutic use
- Proto-Oncogene Proteins c-bcl-2/antagonists & inhibitors
- Proto-Oncogene Proteins c-bcl-2/genetics
- Pyridazines/adverse effects
- Pyridazines/therapeutic use
- Sulfonamides/therapeutic use
- Treatment Failure
- Tumor Cells, Cultured
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Affiliation(s)
| | | | | | - D Wiseman
- Leukaemia Biology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | - T C P Somervaille
- Leukaemia Biology Group, Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
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