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Lin S, Schneider C, Su AH, Alexe G, Root DE, Stegmaier K. The UBE2J2/UBE2K-MARCH5 ubiquitination machinery regulates apoptosis in response to venetoclax in acute myeloid leukemia. Leukemia 2024; 38:652-656. [PMID: 38366087 PMCID: PMC10912020 DOI: 10.1038/s41375-024-02178-x] [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: 09/26/2023] [Revised: 01/30/2024] [Accepted: 02/07/2024] [Indexed: 02/18/2024]
Affiliation(s)
- Shan Lin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Constanze Schneider
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Angela H Su
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - David E Root
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA.
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2
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Sexauer AN, Alexe G, Gustafsson K, Zanetakos E, Milosevic J, Ayres M, Gandhi V, Pikman Y, Stegmaier K, Sykes DB. DHODH: a promising target in the treatment of T-cell acute lymphoblastic leukemia. Blood Adv 2023; 7:6685-6701. [PMID: 37648673 PMCID: PMC10641474 DOI: 10.1182/bloodadvances.2023010337] [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: 03/30/2023] [Revised: 07/17/2023] [Accepted: 08/09/2023] [Indexed: 09/01/2023] Open
Abstract
Patients with relapsed or refractory T-cell acute lymphoblastic leukemia (T-ALL) have a poor prognosis with few therapeutic options. With the goal of identifying novel therapeutic targets, we used data from the Dependency Map project to identify dihydroorotate dehydrogenase (DHODH) as one of the top metabolic dependencies in T-ALL. DHODH catalyzes the fourth step of de novo pyrimidine nucleotide synthesis. Small molecule inhibition of DHODH rapidly leads to the depletion of intracellular pyrimidine pools and forces cells to rely on extracellular salvage. In the absence of sufficient salvage, this intracellular nucleotide starvation results in the inhibition of DNA and RNA synthesis, cell cycle arrest, and, ultimately, death. T lymphoblasts appear to be specifically and exquisitely sensitive to nucleotide starvation after DHODH inhibition. We have confirmed this sensitivity in vitro and in vivo in 3 murine models of T-ALL. We identified that certain subsets of T-ALL seem to have an increased reliance on oxidative phosphorylation when treated with DHODH inhibitors. Through a series of metabolic assays, we show that leukemia cells, in the setting of nucleotide starvation, undergo changes in their mitochondrial membrane potential and may be more highly dependent on alternative fuel sources. The effect on normal T-cell development in young mice was also examined to show that DHODH inhibition does not permanently damage the developing thymus. These changes suggest a new metabolic vulnerability that may distinguish these cells from normal T cells and other normal hematopoietic cells and offer an exploitable therapeutic opportunity. The availability of clinical-grade DHODH inhibitors currently in human clinical trials suggests a potential for rapidly advancing this work into the clinic.
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Affiliation(s)
- Amy N. Sexauer
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
- Harvard Medical School, Boston, MA
| | - Karin Gustafsson
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Stem Cell Institute, Cambridge, MA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA
| | - Elizabeth Zanetakos
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
| | - Jelena Milosevic
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
| | - Mary Ayres
- Department of Experimental Therapeutics, MD Anderson Cancer Center, Houston, TX
| | - Varsha Gandhi
- Department of Experimental Therapeutics, MD Anderson Cancer Center, Houston, TX
| | - Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
- Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - David B. Sykes
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Stem Cell Institute, Cambridge, MA
- Massachusetts General Hospital Cancer Center, Boston, MA
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3
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Malone CF, Kim M, Alexe G, Engel K, Forman AB, Robichaud A, Conway AS, Goodale A, Meyer A, Khalid D, Thayakumar A, Hatcher JM, Gray NS, Piccioni F, Stegmaier K. Transcriptional Antagonism by CDK8 Inhibition Improves Therapeutic Efficacy of MEK Inhibitors. Cancer Res 2023; 83:285-300. [PMID: 36398965 PMCID: PMC9938728 DOI: 10.1158/0008-5472.can-21-4309] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 09/21/2022] [Accepted: 11/15/2022] [Indexed: 11/20/2022]
Abstract
Aberrant RAS/MAPK signaling is a common driver of oncogenesis that can be therapeutically targeted with clinically approved MEK inhibitors. Disease progression on single-agent MEK inhibitors is common, however, and combination therapies are typically required to achieve significant clinical benefit in advanced cancers. Here we focused on identifying MEK inhibitor-based combination therapies in neuroblastoma with mutations that activate the RAS/MAPK signaling pathway, which are rare at diagnosis but frequent in relapsed neuroblastoma. A genome-scale CRISPR-Cas9 functional genomic screen was deployed to identify genes that when knocked out sensitize RAS-mutant neuroblastoma to MEK inhibition. Loss of either CCNC or CDK8, two members of the mediator kinase module, sensitized neuroblastoma to MEK inhibition. Furthermore, small-molecule kinase inhibitors of CDK8 improved response to MEK inhibitors in vitro and in vivo in RAS-mutant neuroblastoma and other adult solid tumors. Transcriptional profiling revealed that loss of CDK8 or CCNC antagonized the transcriptional signature induced by MEK inhibition. When combined, loss of CDK8 or CCNC prevented the compensatory upregulation of progrowth gene expression induced by MEK inhibition. These findings propose a new therapeutic combination for RAS-mutant neuroblastoma and may have clinical relevance for other RAS-driven malignancies. SIGNIFICANCE Transcriptional adaptation to MEK inhibition is mediated by CDK8 and can be blocked by the addition of CDK8 inhibitors to improve response to MEK inhibitors in RAS-mutant neuroblastoma, a clinically challenging disease.
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Affiliation(s)
- Clare F. Malone
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Minjee Kim
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA
| | - Kathleen Engel
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Alexandra B. Forman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amanda Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amy Goodale
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ashleigh Meyer
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Delan Khalid
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Allen Thayakumar
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - John M. Hatcher
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA,Department of Biological Chemistry & Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Nathanael S. Gray
- Department of Chemical and Systems Biology, ChEM-H, and Stanford Cancer Institute, Stanford University, Stanford, California, USA
| | | | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA,Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA, USA,Broad Institute of MIT and Harvard, Cambridge, MA, USA,Harvard Medical School, Boston, MA, USA,Corresponding author. Mailing address: Dana-Farber Cancer Institute, 360 Longwood Ave, LC6102, Boston, MA, 02215. Phone: (617) 632-4438
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4
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Mabe NW, Huang M, Schaefer DA, Dalton GN, Digiovanni G, Alexe G, Geraghty AC, Khalid D, Mader MM, Sheffer M, Linde MH, Ly N, Rotiroti MC, Smith BAH, Wernig M, Bertozzi CR, Monje M, Mitsiades C, Majeti R, Satpathy AT, Stegmaier K, Majzner RG. Abstract PR003: Lineage plasticity dictates responsiveness to anti-GD2 therapy in neuroblastoma. Cancer Res 2022. [DOI: 10.1158/1538-7445.cancepi22-pr003] [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: 12/03/2022]
Abstract
Abstract
Epigenetic dysregulation is frequently observed in the disease pathology of pediatric cancers, including neuroblastoma, the most common extracranial solid tumor in pediatric patients. Neuroblastoma tumors co-opt developmentally linked adrenergic or mesenchymal super-enhancer landscapes that rewire their transcriptional programs. Here, we describe that the lineage commitment to a mesenchymal epigenetic state is an important mechanism of resistance to anti-GD2 therapy through loss of GD2 antigen, a ganglioside glycolipid expressed on the cell surface. Low GD2 expression was significantly correlated with the mesenchymal state in a large panel of neuroblastoma cell lines and a forced adrenergic-to-mesenchymal transition conferred downregulation of GD2 and resistance to anti-GD2 antibody. Mechanistically, low-GD2 expressing cell lines demonstrated significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Genome-wide CRISPR/Cas9 screening to identify regulators of GD2 in neuroblastoma revealed that the ablation of the polycomb repressive complex 2 (PRC2) significantly upregulates GD2 expression in GD2-low cells. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells into an adrenergic-like state, re-expressed ST8SIA1, and restored surface expression of GD2 and sensitivity to anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential PRC2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
Citation Format: Nathaniel W. Mabe, Min Huang, Daniel A. Schaefer, Guillermo N. Dalton, Giulia Digiovanni, Gabriela Alexe, Anna C. Geraghty, Delan Khalid, Marius M. Mader, Michal Sheffer, Miles H. Linde, Nghi Ly, Maria Caterina Rotiroti, Benjamin A. H. Smith, Marius Wernig, Carolyn R. Bertozzi, Michelle Monje, Constantine Mitsiades, Ravindra Majeti, Ansuman T. Satpathy, Kimberly Stegmaier, Robbie G. Majzner. Lineage plasticity dictates responsiveness to anti-GD2 therapy in neuroblastoma. [abstract]. In: Proceedings of the AACR Special Conference: Cancer Epigenomics; 2022 Oct 6-8; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2022;82(23 Suppl_2):Abstract nr PR003.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Nghi Ly
- 2Stanford University, Stanford, CA
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5
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Mabe NW, Huang M, Dalton GN, Alexe G, Schaefer DA, Geraghty AC, Robichaud AL, Conway AS, Khalid D, Mader MM, Belk JA, Ross KN, Sheffer M, Linde MH, Ly N, Yao W, Rotiroti MC, Smith BAH, Wernig M, Bertozzi CR, Monje M, Mitsiades CS, Majeti R, Satpathy AT, Stegmaier K, Majzner RG. Transition to a mesenchymal state in neuroblastoma confers resistance to anti-GD2 antibody via reduced expression of ST8SIA1. Nat Cancer 2022; 3:976-993. [PMID: 35817829 PMCID: PMC10071839 DOI: 10.1038/s43018-022-00405-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 05/25/2022] [Indexed: 01/07/2023]
Abstract
Immunotherapy with anti-GD2 antibodies has advanced the treatment of children with high-risk neuroblastoma, but nearly half of patients relapse, and little is known about mechanisms of resistance to anti-GD2 therapy. Here, we show that reduced GD2 expression was significantly correlated with the mesenchymal cell state in neuroblastoma and that a forced adrenergic-to-mesenchymal transition (AMT) conferred downregulation of GD2 and resistance to anti-GD2 antibody. Mechanistically, low-GD2-expressing cell lines demonstrated significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells and re-expression of ST8SIA1, restoring surface expression of GD2 and sensitivity to anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential EZH2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
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Affiliation(s)
- Nathaniel W Mabe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Min Huang
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Guillermo N Dalton
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel A Schaefer
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Anna C Geraghty
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Amanda L Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Amy S Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Delan Khalid
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Marius M Mader
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia A Belk
- Department of Computer Science, Stanford University School of Medicine, Stanford, CA, USA
| | - Kenneth N Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Michal Sheffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Miles H Linde
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
- Immunology Graduate Program, Stanford University School of Medicine, Stanford, CA, USA
| | - Nghi Ly
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Winnie Yao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Benjamin A H Smith
- Department of Chemical & Systems Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Marius Wernig
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Carolyn R Bertozzi
- Department of Chemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | | | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Ansuman T Satpathy
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Robbie G Majzner
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA.
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA.
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6
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Ellegast JM, Alexe G, Hamze A, Lin S, Uckelmann HJ, Rauch PJ, Pimkin M, Ross LS, Dharia NV, Robichaud AL, Conway AS, Khalid D, Perry JA, Wunderlich M, Benajiba L, Pikman Y, Nabet B, Gray NS, Orkin SH, Stegmaier K. Unleashing Cell-Intrinsic Inflammation as a Strategy to Kill AML Blasts. Cancer Discov 2022; 12:1760-1781. [PMID: 35405016 PMCID: PMC9308469 DOI: 10.1158/2159-8290.cd-21-0956] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 03/08/2022] [Accepted: 04/06/2022] [Indexed: 01/09/2023]
Abstract
Leukemic blasts are immune cells gone awry. We hypothesized that dysregulation of inflammatory pathways contributes to the maintenance of their leukemic state and can be exploited as cell-intrinsic, self-directed immunotherapy. To this end, we applied genome-wide screens to discover genetic vulnerabilities in acute myeloid leukemia (AML) cells implicated in inflammatory pathways. We identified the immune modulator IRF2BP2 as a selective AML dependency. We validated AML cell dependency on IRF2BP2 with genetic and protein degradation approaches in vitro and genetically in vivo. Chromatin and global gene-expression studies demonstrated that IRF2BP2 represses IL1β/TNFα signaling via NFκB, and IRF2BP2 perturbation results in an acute inflammatory state leading to AML cell death. These findings elucidate a hitherto unexplored AML dependency, reveal cell-intrinsic inflammatory signaling as a mechanism priming leukemic blasts for regulated cell death, and establish IRF2BP2-mediated transcriptional repression as a mechanism for blast survival. SIGNIFICANCE This study exploits inflammatory programs inherent to AML blasts to identify genetic vulnerabilities in this disease. In doing so, we determined that AML cells are dependent on the transcriptional repressive activity of IRF2BP2 for their survival, revealing cell-intrinsic inflammation as a mechanism priming leukemic blasts for regulated cell death. See related commentary by Puissant and Medyouf, p. 1617. This article is highlighted in the In This Issue feature, p. 1599.
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Affiliation(s)
- Jana M Ellegast
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Bioinformatics Graduate Program, Boston University, Boston, MA, USA
| | - Amanda Hamze
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Shan Lin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Hannah J Uckelmann
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Philipp J Rauch
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Maxim Pimkin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Linda S Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amanda L Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Delan Khalid
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Jennifer A Perry
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer Biology, Cancer and Blood Disease Institute, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Lina Benajiba
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,Université de Paris, INSERM U944 and CNRS 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, Paris, France
| | - Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Behnam Nabet
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Nathanael S Gray
- Department of Chemical and Systems Biology, Chem-H and Stanford Cancer Institute, Stanford Medicine, Stanford University, Stanford, CA, USA
| | - Stuart H Orkin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Corresponding author: Dr. Kimberly Stegmaier (), Dana-Farber Cancer Institute, 360 Longwood Avenue, Boston MA, 02215. Phone: 617-632-4438
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7
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Tokarsky EJ, Crow JC, Guenther LM, Sherman J, Taslim C, Alexe G, Pishas KI, Rask G, Justis BS, Kasumova A, Stegmaier K, Lessnick SL, Theisen ER. Mitochondrial Dysfunction Is a Driver of SP-2509 Drug Resistance in Ewing Sarcoma. Mol Cancer Res 2022; 20:1035-1046. [PMID: 35298000 PMCID: PMC9284474 DOI: 10.1158/1541-7786.mcr-22-0027] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/23/2022] [Accepted: 03/14/2022] [Indexed: 01/07/2023]
Abstract
Expression of the fusion oncoprotein EWS/FLI causes Ewing sarcoma, an aggressive pediatric tumor characterized by widespread epigenetic deregulation. These epigenetic changes are targeted by novel lysine-specific demethylase-1 (LSD1) inhibitors, which are currently in early-phase clinical trials. Single-agent-targeted therapy often induces resistance, and successful clinical development requires knowledge of resistance mechanisms, enabling the design of effective combination strategies. Here, we used a genome-scale CRISPR-Cas9 loss-of-function screen to identify genes whose knockout (KO) conferred resistance to the LSD1 inhibitor SP-2509 in Ewing sarcoma cell lines. Multiple genes required for mitochondrial electron transport chain (ETC) complexes III and IV function were hits in our screen. We validated this finding using genetic and chemical approaches, including CRISPR KO, ETC inhibitors, and mitochondrial depletion. Further global transcriptional profiling revealed that altered complex III/IV function disrupted the oncogenic program mediated by EWS/FLI and LSD1 and blunted the transcriptomic response to SP-2509. IMPLICATIONS These findings demonstrate that mitochondrial dysfunction modulates SP-2509 efficacy and suggest that new therapeutic strategies combining LSD1 with agents that prevent mitochondrial dysfunction may benefit patients with this aggressive malignancy.
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Affiliation(s)
- E. John Tokarsky
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Jesse C. Crow
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Lillian M. Guenther
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - John Sherman
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Cenny Taslim
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | | | - Galen Rask
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Blake S. Justis
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Ana Kasumova
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Stephen L. Lessnick
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio.,Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, Ohio
| | - Emily R. Theisen
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio.,Department of Pediatrics, College of Medicine, The Ohio State University, Columbus, Ohio.,Corresponding Author: Emily R. Theisen, Abigail Wexner Research Institute at Nationwide Children's Hospital, 700 Children's Drive, Columbus, OH 43205. Phone: 614-355-2927; E-mail:
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8
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Montanaro A, Kitara S, Cerretani E, Marchesini M, Rompietti C, Pagliaro L, Gherli A, Su A, Minchillo ML, Caputi M, Fioretzaki R, Lorusso B, Ross L, Alexe G, Masselli E, Marozzi M, Rizzi FMA, La Starza R, Mecucci C, Xiong Y, Jin J, Falco A, Knoechel B, Aversa F, Candini O, Quaini F, Sportoletti P, Stegmaier K, Roti G. Identification of an Epi-metabolic dependency on EHMT2/G9a in T-cell acute lymphoblastic leukemia. Cell Death Dis 2022; 13:551. [PMID: 35710782 PMCID: PMC9203761 DOI: 10.1038/s41419-022-05002-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 01/25/2022] [Revised: 05/27/2022] [Accepted: 06/07/2022] [Indexed: 01/21/2023]
Abstract
Genomic studies have identified recurrent somatic alterations in genes involved in DNA methylation and post-translational histone modifications in acute lymphoblastic leukemia (ALL), suggesting new opportunities for therapeutic interventions. In this study, we identified G9a/EHMT2 as a potential target in T-ALL through the intersection of epigenome-centered shRNA and chemical screens. We subsequently validated G9a with low-throughput CRISPR-Cas9-based studies targeting the catalytic G9a SET-domain and the testing of G9a chemical inhibitors in vitro, 3D, and in vivo T-ALL models. Mechanistically we determined that G9a repression promotes lysosomal biogenesis and autophagic degradation associated with the suppression of sestrin2 (SESN2) and inhibition of glycogen synthase kinase-3 (GSK-3), suggesting that in T-ALL glycolytic dependent pathways are at least in part under epigenetic control. Thus, targeting G9a represents a strategy to exhaust the metabolic requirement of T-ALL cells.
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Affiliation(s)
- Anna Montanaro
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Samuel Kitara
- grid.38142.3c000000041936754XDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
| | - Elisa Cerretani
- grid.8484.00000 0004 1757 2064Department of Medical Science, University of Ferrara, Ferrara, 44121 Italy
| | - Matteo Marchesini
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy ,IRCCS Istituto Romagnolo per lo Studio dei Tumori “Dino Amadori” IRST (S.r.l.), Meldola, 47014 Italy
| | - Chiara Rompietti
- grid.9027.c0000 0004 1757 3630Department of Medicine, Hematology and Clinical Immunology, University of Perugia, Perugia, 06123 Italy
| | - Luca Pagliaro
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Andrea Gherli
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Angela Su
- grid.38142.3c000000041936754XDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
| | - Maria Laura Minchillo
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Mariafrancesca Caputi
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Rodanthi Fioretzaki
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Bruno Lorusso
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Linda Ross
- grid.38142.3c000000041936754XDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
| | - Gabriela Alexe
- grid.38142.3c000000041936754XDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA
| | - Elena Masselli
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy ,grid.411482.aAzienda-Ospedaliera di Parma, Hematology and BMT Unit, Parma, 43126 Italy
| | - Marina Marozzi
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Federica Maria Angela Rizzi
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy ,grid.419691.20000 0004 1758 3396National Institute for Biostructures and Biosystems (I.N.B.B.), Rome, Italy
| | - Roberta La Starza
- grid.9027.c0000 0004 1757 3630Department of Medicine, Hematology and Clinical Immunology, University of Perugia, Perugia, 06123 Italy
| | - Cristina Mecucci
- grid.9027.c0000 0004 1757 3630Department of Medicine, Hematology and Clinical Immunology, University of Perugia, Perugia, 06123 Italy
| | - Yan Xiong
- grid.59734.3c0000 0001 0670 2351Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Jian Jin
- grid.59734.3c0000 0001 0670 2351Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Angela Falco
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Birgit Knoechel
- grid.38142.3c000000041936754XDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA ,grid.2515.30000 0004 0378 8438Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA 02215 USA
| | - Franco Aversa
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | | | - Federico Quaini
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy
| | - Paolo Sportoletti
- grid.9027.c0000 0004 1757 3630Department of Medicine, Hematology and Clinical Immunology, University of Perugia, Perugia, 06123 Italy
| | - Kimberly Stegmaier
- grid.38142.3c000000041936754XDepartment of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215 USA ,grid.2515.30000 0004 0378 8438Division of Hematology/Oncology, Boston Children’s Hospital, Boston, MA 02215 USA ,grid.66859.340000 0004 0546 1623The Broad Institute, Cambridge, MA 02142 USA
| | - Giovanni Roti
- grid.10383.390000 0004 1758 0937Department of Medicine and Surgery, University of Parma, Parma, 43126 Italy ,grid.411482.aAzienda-Ospedaliera di Parma, Hematology and BMT Unit, Parma, 43126 Italy
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Malone CF, Kim M, Alexe G, Forman AB, Robichaud A, Conway AS, Goodale A, Hatcher JM, Gray NS, Piccioni F, Stegmaier K. Abstract 2010: Transcriptional antagonism by CDK8 inhibition improves therapeutic efficacy of MEK inhibitors. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2010] [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
Mutations in the RAS/MAPK pathway are frequent drivers of oncogenesis. Clinically approved MEK inhibitors are effectively used to target RAS-pathway driven cancers in combination with RAF inhibitors in BRAF mutant cancers such as melanoma and non-small cell lung cancer. However, single agent treatment with MEK inhibitors is not typically sufficient for clinical benefit. Therefore, combination therapy approaches will be required for maximal efficacy in most advanced cancers. Here, we sought to identify MEK inhibitor-based combination therapy approaches in the setting of RAS-mutant neuroblastoma. Neuroblastoma is a cancer that arises in the developing peripheral nervous system. Children with low-risk disease frequently benefit from therapy, but 50-60% of children with high-risk disease will ultimately relapse, and relapsed disease is generally incurable. We performed genome-scale functional genomic drug modifier screens and identified mediator kinase module members CCNC and CDK8 as two genes that when lost sensitize RAS-mutant NBL to MEK inhibition. We used small molecule inhibitors of CDK8 and found that combined inhibition of MEK and CDK8 leads to an improved therapeutic response in vitro and in vivo in a xenograft model of neuroblastoma. Using transcriptional profiling, we established that CDK8 loss and MEK inhibition induce opposite transcriptional signatures. When combined, CDK8 loss prevents the compensatory upregulation of the pro-growth gene expression program induced by MEK inhibition, while the downregulation of MAPK signaling is maintained. Finally, we show that this combination is effective in a subset of other RAS-mutant cancers including pancreatic and lung cancers. Together these data suggest that the mediator kinase module is critical for the adaptive pro-survival transcriptional response induced by MEK inhibition in RAS-mutant neuroblastoma and other RAS-driven malignancies, and that the addition of a CDK8 inhibitor may improve clinical response to MEK inhibitors. Our data supports a model where agents with antagonistic transcriptional programs can have synergistic therapeutic effects when combined, which may be a broadly relevant approach in combination therapies.
Citation Format: Clare F. Malone, Minjee Kim, Gabriela Alexe, Alexandra B. Forman, Amanda Robichaud, Amy Saur Conway, Amy Goodale, John M. Hatcher, Nathanael S. Gray, Federica Piccioni, Kimberly Stegmaier. Transcriptional antagonism by CDK8 inhibition improves therapeutic efficacy of MEK inhibitors [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 2010.
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Affiliation(s)
| | - Minjee Kim
- 1Dana-Farber Cancer Institute, Boston, MA
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10
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Schneider C, Spaink H, Alexe G, Dharia NV, Khalid D, Scheich S, Haeupl B, Oellerich T, Stegmaier K. P455: BREAKING THE PUMP: TARGETING THE SODIUM-POTASSIUM PUMP AS A THERAPEUTIC STRATEGY IN ACUTE MYELOID LEUKEMIA. Hemasphere 2022. [DOI: 10.1097/01.hs9.0000844708.12721.88] [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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11
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Pardieu B, Pasanisi J, Ling F, Dal Bello R, Penneroux J, Su A, Joudinaud R, Chat L, Wu HC, Duchmann M, Sodaro G, Chauvel C, Castelli FA, Vasseur L, Pacchiardi K, Belloucif Y, Laiguillon MC, Meduri E, Vaganay C, Alexe G, Berrou J, Benaksas C, Forget A, Braun T, Gardin C, Raffoux E, Clappier E, Adès L, de Thé H, Fenaille F, Huntly BJ, Stegmaier K, Dombret H, Fenouille N, Lobry C, Puissant A, Itzykson R. Cystine uptake inhibition potentiates front-line therapies in acute myeloid leukemia. Leukemia 2022; 36:1585-1595. [PMID: 35474100 DOI: 10.1038/s41375-022-01573-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [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: 10/12/2021] [Revised: 04/01/2022] [Accepted: 04/07/2022] [Indexed: 12/17/2022]
Abstract
By querying metabolic pathways associated with leukemic stemness and survival in multiple AML datasets, we nominated SLC7A11 encoding the xCT cystine importer as a putative AML dependency. Genetic and chemical inhibition of SLC7A11 impaired the viability and clonogenic capacity of AML cell lines in a cysteine-dependent manner. Sulfasalazine, a broadly available drug with xCT inhibitory activity, had anti-leukemic activity against primary AML samples in ex vivo cultures. Multiple metabolic pathways were impacted upon xCT inhibition, resulting in depletion of glutathione pools in leukemic cells and oxidative stress-dependent cell death, only in part through ferroptosis. Higher expression of cysteine metabolism genes and greater cystine dependency was noted in NPM1-mutated AMLs. Among eight anti-leukemic drugs, the anthracycline daunorubicin was identified as the top synergistic agent in combination with sulfasalazine in vitro. Addition of sulfasalazine at a clinically relevant concentration significantly augmented the anti-leukemic activity of a daunorubicin-cytarabine combination in a panel of 45 primary samples enriched in NPM1-mutated AML. These results were confirmed in vivo in a patient-derived xenograft model. Collectively, our results nominate cystine import as a druggable target in AML and raise the possibility to repurpose sulfasalazine for the treatment of AML, notably in combination with chemotherapy.
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Affiliation(s)
- Bryann Pardieu
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Justine Pasanisi
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Frank Ling
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Reinaldo Dal Bello
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Département Hématologie et Immunologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
| | - Justine Penneroux
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Angela Su
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Romane Joudinaud
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Laureen Chat
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Hsin Chieh Wu
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Collège de France, Oncologie Cellulaire et Moléculaire, PSL University, INSERM UMR1050, CNRS UMR, 7241, Paris, France
| | - Matthieu Duchmann
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Gaetano Sodaro
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Clémentine Chauvel
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Laboratoire d'Hématologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
| | - Florence A Castelli
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), MetaboHUB, F-91191, Gif-sur-Yvette, France
| | - Loic Vasseur
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Kim Pacchiardi
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Laboratoire d'Hématologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
| | - Yannis Belloucif
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Marie-Charlotte Laiguillon
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Eshwar Meduri
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK
| | - Camille Vaganay
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jeannig Berrou
- Université Paris Cité, Leukemia Transfer Lab, EA 3518, Institut de Recherche Saint-Louis, F-75010, Paris, France
| | - Chaima Benaksas
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Antoine Forget
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Thorsten Braun
- Université Paris Cité, Leukemia Transfer Lab, EA 3518, Institut de Recherche Saint-Louis, F-75010, Paris, France
| | - Claude Gardin
- Université Paris Cité, Leukemia Transfer Lab, EA 3518, Institut de Recherche Saint-Louis, F-75010, Paris, France
| | - Emmanuel Raffoux
- Département Hématologie et Immunologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
| | - Emmanuelle Clappier
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Laboratoire d'Hématologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
| | - Lionel Adès
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Département Hématologie et Immunologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
| | - Hugues de Thé
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
- Collège de France, Oncologie Cellulaire et Moléculaire, PSL University, INSERM UMR1050, CNRS UMR, 7241, Paris, France
| | - François Fenaille
- Université Paris-Saclay, CEA, INRAE, Département Médicaments et Technologies pour la Santé (DMTS), MetaboHUB, F-91191, Gif-sur-Yvette, France
| | - Brian J Huntly
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, UK
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
- The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Hervé Dombret
- Département Hématologie et Immunologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France
- The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Nina Fenouille
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Camille Lobry
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Alexandre Puissant
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France
| | - Raphael Itzykson
- Université Paris Cité, Génomes, biologie cellulaire et thérapeutique U944, INSERM, CNRS, F-75010, Paris, France.
- Département Hématologie et Immunologie, Hôpital Saint-Louis, Assistance Publique-Hôpitaux de Paris, F-75010, Paris, France.
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12
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Schneider C, Spaink H, Alexe G, Dharia NV, Khalid D, Scheich S, Haeupl B, Oellerich T, Stegmaier K. Breaking the pump: targeting the sodium-potassium pump as a
therapeutic strategy in acute myeloid leukemia. KLINISCHE PADIATRIE 2022. [DOI: 10.1055/s-0042-1748706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- C Schneider
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and
Boston Children's Hospital
| | - H Spaink
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and
Boston Children's Hospital
| | - G Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and
Boston Children's Hospital
| | - NV Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and
Boston Children's Hospital
| | - D Khalid
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and
Boston Children's Hospital
| | - S Scheich
- Lymphoid Malignancies Branch, National Cancer Institute, National
Institutes of Health
| | - B Haeupl
- Department of Medicine II, Department for Hematology/Oncology,
Goethe University, Frankfurt, Germany
| | - T Oellerich
- Department of Medicine II, Department for Hematology/Oncology,
Goethe University, Frankfurt, Germany
| | - K Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and
Boston Children's Hospital
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13
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Jayavelu AK, Wolf S, Buettner F, Alexe G, Häupl B, Comoglio F, Schneider C, Doebele C, Fuhrmann DC, Wagner S, Donato E, Andresen C, Wilke AC, Zindel A, Jahn D, Splettstoesser B, Plessmann U, Münch S, Abou-El-Ardat K, Makowka P, Acker F, Enssle JC, Cremer A, Schnütgen F, Kurrle N, Chapuy B, Löber J, Hartmann S, Wild PJ, Wittig I, Hübschmann D, Kaderali L, Cox J, Brüne B, Röllig C, Thiede C, Steffen B, Bornhäuser M, Trumpp A, Urlaub H, Stegmaier K, Serve H, Mann M, Oellerich T. The proteogenomic subtypes of acute myeloid leukemia. Cancer Cell 2022; 40:301-317.e12. [PMID: 35245447 DOI: 10.1016/j.ccell.2022.02.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 08/30/2021] [Accepted: 02/07/2022] [Indexed: 12/16/2022]
Abstract
Acute myeloid leukemia (AML) is an aggressive blood cancer with a poor prognosis. We report a comprehensive proteogenomic analysis of bone marrow biopsies from 252 uniformly treated AML patients to elucidate the molecular pathophysiology of AML in order to inform future diagnostic and therapeutic approaches. In addition to in-depth quantitative proteomics, our analysis includes cytogenetic profiling and DNA/RNA sequencing. We identify five proteomic AML subtypes, each reflecting specific biological features spanning genomic boundaries. Two of these proteomic subtypes correlate with patient outcome, but none is exclusively associated with specific genomic aberrations. Remarkably, one subtype (Mito-AML), which is captured only in the proteome, is characterized by high expression of mitochondrial proteins and confers poor outcome, with reduced remission rate and shorter overall survival on treatment with intensive induction chemotherapy. Functional analyses reveal that Mito-AML is metabolically wired toward stronger complex I-dependent respiration and is more responsive to treatment with the BCL2 inhibitor venetoclax.
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Affiliation(s)
- Ashok Kumar Jayavelu
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany; Clinical Cooperation Unit Pediatric Leukemia, DKFZ and Department of Pediatric Oncology, Hematology and Immunology, University of Heidelberg, Germany; Hopp Children's Cancer Center Heidelberg - KiTZ, Heidelberg, Germany
| | - Sebastian Wolf
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | - Florian Buettner
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Medicine, University Hospital Frankfurt, Goethe University, Frankfurt, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | - Gabriela Alexe
- Division of Hematology/Oncology, Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Björn Häupl
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | | | - Constanze Schneider
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Carmen Doebele
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Sebastian Wagner
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Elisa Donato
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Carolin Andresen
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Anne C Wilke
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Alena Zindel
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dominique Jahn
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Bianca Splettstoesser
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Uwe Plessmann
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Silvia Münch
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Khali Abou-El-Ardat
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Philipp Makowka
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Fabian Acker
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Julius C Enssle
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Anjali Cremer
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Frank Schnütgen
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | - Nina Kurrle
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany
| | - Björn Chapuy
- Department of Medical Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany; Department of Hematology, Oncology and Tumor Immunology, Charité, Campus Benjamin Franklin, University Medicine Berlin, Berlin, Germany
| | - Jens Löber
- Department of Medical Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany; Department of Hematology, Oncology and Tumor Immunology, Charité, Campus Benjamin Franklin, University Medicine Berlin, Berlin, Germany
| | - Sylvia Hartmann
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany
| | - Peter J Wild
- Dr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany
| | - Ilka Wittig
- Functional Proteomics, Institute of Cardiovascular Physiology, Goethe University, Frankfurt, Germany
| | - Daniel Hübschmann
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany; Pattern Recognition and Digital Medicine, Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany; Computational Oncology, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Lars Kaderali
- Institute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany
| | - Jürgen Cox
- Computational Systems Biochemistry Research Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Bernhard Brüne
- Department of Biochemistry I, Goethe University, Frankfurt, Germany
| | - Christoph Röllig
- Department of Internal Medicine I, University Hospital Carl Gustav Carus TU Dresden, Dresden, Germany
| | - Christian Thiede
- Department of Internal Medicine I, University Hospital Carl Gustav Carus TU Dresden, Dresden, Germany
| | - Björn Steffen
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany
| | - Martin Bornhäuser
- Department of Internal Medicine I, University Hospital Carl Gustav Carus TU Dresden, Dresden, Germany; National Center for Tumor Diseases, Dresden (NCT/UCC), Dresden, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Henning Urlaub
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany; Bioanalytics, Institute for Clinical Chemistry, University Medical Center Göttingen, Göttingen, Germany
| | - Kimberly Stegmaier
- Division of Hematology/Oncology, Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Hubert Serve
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
| | - Matthias Mann
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany.
| | - Thomas Oellerich
- Department of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
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14
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Seong BKA, Dharia NV, Lin S, Donovan KA, Chong S, Robichaud A, Conway A, Hamze A, Ross L, Alexe G, Adane B, Nabet B, Ferguson FM, Stolte B, Wang EJ, Sun J, Darzacq X, Piccioni F, Gray NS, Fischer ES, Stegmaier K. TRIM8 modulates the EWS/FLI oncoprotein to promote survival in Ewing sarcoma. Cancer Cell 2021; 39:1262-1278.e7. [PMID: 34329586 PMCID: PMC8443273 DOI: 10.1016/j.ccell.2021.07.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 02/24/2021] [Accepted: 07/01/2021] [Indexed: 12/26/2022]
Abstract
Fusion-transcription factors (fusion-TFs) represent a class of driver oncoproteins that are difficult to therapeutically target. Recently, protein degradation has emerged as a strategy to target these challenging oncoproteins. The mechanisms that regulate fusion-TF stability, however, are generally unknown. Using CRISPR-Cas9 screening, we discovered tripartite motif-containing 8 (TRIM8) as an E3 ubiquitin ligase that ubiquitinates and degrades EWS/FLI, a driver fusion-TF in Ewing sarcoma. Moreover, we identified TRIM8 as a selective dependency in Ewing sarcoma compared with >700 other cancer cell lines. Mechanistically, TRIM8 knockout led to an increase in EWS/FLI protein levels that was not tolerated. EWS/FLI acts as a neomorphic substrate for TRIM8, defining the selective nature of the dependency. Our results demonstrate that fusion-TF protein stability is tightly regulated and highlight fusion oncoprotein-specific regulators as selective therapeutic targets. This study provides a tractable strategy to therapeutically exploit oncogene overdose in Ewing sarcoma and potentially other fusion-TF-driven cancers.
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Affiliation(s)
- Bo Kyung A Seong
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA
| | - Shan Lin
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Katherine A Donovan
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Shasha Chong
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA; Howard Hughes Medical Institute, University of California, Berkeley, CA, USA
| | - Amanda Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Amanda Hamze
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Biniam Adane
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Behnam Nabet
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Fleur M Ferguson
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Björn Stolte
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Dr.von Hauner Children's Hospital, Department of Pediatrics, University Hospital, LMU Munich, Munich, Germany
| | - Emily Jue Wang
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jialin Sun
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Xavier Darzacq
- Department of Molecular and Cell Biology, University of California, Berkeley, CA, USA; CIRM Center of Excellence, University of California, Berkeley, CA, USA
| | | | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Eric S Fischer
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA, USA; Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, MA, USA.
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15
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Roux B, Vaganay C, Vargas JD, Alexe G, Benaksas C, Pardieu B, Fenouille N, Ellegast JM, Malolepsza E, Ling F, Sodaro G, Ross L, Pikman Y, Conway AS, Tang Y, Wu T, Anderson DJ, Le Moigne R, Zhou HJ, Luciano F, Hartigan CR, Galinsky I, DeAngelo DJ, Stone RM, Auberger P, Schenone M, Carr SA, Guirouilh-Barbat J, Lopez B, Khaled M, Lage K, Hermine O, Hemann MT, Puissant A, Stegmaier K, Benajiba L. Targeting acute myeloid leukemia dependency on VCP-mediated DNA repair through a selective second-generation small-molecule inhibitor. Sci Transl Med 2021; 13:13/587/eabg1168. [PMID: 33790022 DOI: 10.1126/scitranslmed.abg1168] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 03/12/2021] [Indexed: 12/13/2022]
Abstract
The development and survival of cancer cells require adaptive mechanisms to stress. Such adaptations can confer intrinsic vulnerabilities, enabling the selective targeting of cancer cells. Through a pooled in vivo short hairpin RNA (shRNA) screen, we identified the adenosine triphosphatase associated with diverse cellular activities (AAA-ATPase) valosin-containing protein (VCP) as a top stress-related vulnerability in acute myeloid leukemia (AML). We established that AML was the most responsive disease to chemical inhibition of VCP across a panel of 16 cancer types. The sensitivity to VCP inhibition of human AML cell lines, primary patient samples, and syngeneic and xenograft mouse models of AML was validated using VCP-directed shRNAs, overexpression of a dominant-negative VCP mutant, and chemical inhibition. By combining mass spectrometry-based analysis of the VCP interactome and phospho-signaling studies, we determined that VCP is important for ataxia telangiectasia mutated (ATM) kinase activation and subsequent DNA repair through homologous recombination in AML. A second-generation VCP inhibitor, CB-5339, was then developed and characterized. Efficacy and safety of CB-5339 were validated in multiple AML models, including syngeneic and patient-derived xenograft murine models. We further demonstrated that combining DNA-damaging agents, such as anthracyclines, with CB-5339 treatment synergizes to impair leukemic growth in an MLL-AF9-driven AML murine model. These studies support the clinical testing of CB-5339 as a single agent or in combination with standard-of-care DNA-damaging chemotherapy for the treatment of AML.
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Affiliation(s)
- Blandine Roux
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Camille Vaganay
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | | | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Chaima Benaksas
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Bryann Pardieu
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Nina Fenouille
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Jana M Ellegast
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Edyta Malolepsza
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Frank Ling
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Gaetano Sodaro
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Amy S Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | | | - Tony Wu
- Cleave Therapeutics Inc., San Francisco, CA 94105, USA
| | | | | | - Han-Jie Zhou
- Cleave Therapeutics Inc., San Francisco, CA 94105, USA
| | | | - Christina R Hartigan
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Ilene Galinsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel J DeAngelo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Patrick Auberger
- C3M, INSERM U1065, Team Cell Death, Differentiation, Inflammation and Cancer, 06204 Nice, France
| | - Monica Schenone
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Steven A Carr
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Josée Guirouilh-Barbat
- Université de Paris, INSERM U1016 and CNRS UMR 8104, Institut Cochin, 75014 Paris, France
| | - Bernard Lopez
- Université de Paris, INSERM U1016 and CNRS UMR 8104, Institut Cochin, 75014 Paris, France
| | - Mehdi Khaled
- INSERM U1186, Gustave-Roussy Cancer Center, Université Paris-Saclay, 94805 Villejuif, France
| | - Kasper Lage
- Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Olivier Hermine
- Université de Paris, INSERM U1163 and CNRS 8254, Institut Imagine, Hôpital Necker, APHP, 75015 Paris, France
| | - Michael T Hemann
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Alexandre Puissant
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France.
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA 02215, USA. .,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Lina Benajiba
- Université de Paris, INSERM U944 and CNRS UMR 7212, Institut de Recherche Saint Louis, Hôpital Saint Louis, APHP, 75010 Paris, France.
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16
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Adane B, Alexe G, Seong BKA, Lu D, Hwang EE, Hnisz D, Lareau CA, Ross L, Lin S, Dela Cruz FS, Richardson M, Weintraub AS, Wang S, Iniguez AB, Dharia NV, Conway AS, Robichaud AL, Tanenbaum B, Krill-Burger JM, Vazquez F, Schenone M, Berman JN, Kung AL, Carr SA, Aryee MJ, Young RA, Crompton BD, Stegmaier K. STAG2 loss rewires oncogenic and developmental programs to promote metastasis in Ewing sarcoma. Cancer Cell 2021; 39:827-844.e10. [PMID: 34129824 PMCID: PMC8378827 DOI: 10.1016/j.ccell.2021.05.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 01/28/2021] [Accepted: 05/13/2021] [Indexed: 02/08/2023]
Abstract
The core cohesin subunit STAG2 is recurrently mutated in Ewing sarcoma but its biological role is less clear. Here, we demonstrate that cohesin complexes containing STAG2 occupy enhancer and polycomb repressive complex (PRC2)-marked regulatory regions. Genetic suppression of STAG2 leads to a compensatory increase in cohesin-STAG1 complexes, but not in enhancer-rich regions, and results in reprogramming of cis-chromatin interactions. Strikingly, in STAG2 knockout cells the oncogenic genetic program driven by the fusion transcription factor EWS/FLI1 was highly perturbed, in part due to altered enhancer-promoter contacts. Moreover, loss of STAG2 also disrupted PRC2-mediated regulation of gene expression. Combined, these transcriptional changes converged to modulate EWS/FLI1, migratory, and neurodevelopmental programs. Finally, consistent with clinical observations, functional studies revealed that loss of STAG2 enhances the metastatic potential of Ewing sarcoma xenografts. Our findings demonstrate that STAG2 mutations can alter chromatin architecture and transcriptional programs to promote an aggressive cancer phenotype.
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Affiliation(s)
- Biniam Adane
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Gabriela Alexe
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Bioinformatics Graduate Program, Boston University, Boston, MA, USA
| | - Bo Kyung A Seong
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Diana Lu
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Elizabeth E Hwang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Denes Hnisz
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
| | - Caleb A Lareau
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Linda Ross
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Shan Lin
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Filemon S Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Abraham S Weintraub
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Sarah Wang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | - Neekesh V Dharia
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Amy Saur Conway
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | - Amanda L Robichaud
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA
| | | | | | | | | | - Jason N Berman
- Department of Pediatrics and Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada; Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Steven A Carr
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Martin J Aryee
- Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Pathology, Massachusetts General Hospital, Charlestown, MA, USA
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Brian D Crompton
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Kimberly Stegmaier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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17
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Su A, Ling F, Vaganay C, Sodaro G, Benaksas C, Dal Bello R, Forget A, Pardieu B, Lin KH, Rutter JC, Bassil CF, Fortin G, Pasanisi J, Antony-Debré I, Alexe G, Benoist JF, Pruvost A, Pikman Y, Qi J, Schlageter MH, Micol JB, Roti G, Cluzeau T, Dombret H, Preudhomme C, Fenouille N, Benajiba L, Golan HM, Stegmaier K, Lobry C, Wood KC, Itzykson R, Puissant A. The Folate Cycle Enzyme MTHFR Is a Critical Regulator of Cell Response to MYC-Targeting Therapies. Cancer Discov 2020; 10:1894-1911. [PMID: 32826232 DOI: 10.1158/2159-8290.cd-19-0970] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Revised: 07/02/2020] [Accepted: 08/18/2020] [Indexed: 01/12/2023]
Abstract
Deciphering the impact of metabolic intervention on response to anticancer therapy may elucidate a path toward improved clinical responses. Here, we identify amino acid-related pathways connected to the folate cycle whose activation predicts sensitivity to MYC-targeting therapies in acute myeloid leukemia (AML). We establish that folate restriction and deficiency of the rate-limiting folate cycle enzyme MTHFR, which exhibits reduced-function polymorphisms in about 10% of Caucasians, induce resistance to MYC targeting by BET and CDK7 inhibitors in cell lines, primary patient samples, and syngeneic mouse models of AML. Furthermore, this effect is abrogated by supplementation with the MTHFR enzymatic product CH3-THF. Mechanistically, folate cycle disturbance reduces H3K27/K9 histone methylation and activates a SPI1 transcriptional program counteracting the effect of BET inhibition. Our data provide a rationale for screening MTHFR polymorphisms and folate cycle status to nominate patients most likely to benefit from MYC-targeting therapies. SIGNIFICANCE: Although MYC-targeting therapies represent a promising strategy for cancer treatment, evidence of predictors of sensitivity to these agents is limited. We pinpoint that folate cycle disturbance and frequent polymorphisms associated with reduced MTHFR activity promote resistance to BET inhibitors. CH3-THF supplementation thus represents a low-risk intervention to enhance their effects.See related commentary by Marando and Huntly, p. 1791.This article is highlighted in the In This Issue feature, p. 1775.
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Affiliation(s)
- Angela Su
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Frank Ling
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Camille Vaganay
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Gaetano Sodaro
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Chaïma Benaksas
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Reinaldo Dal Bello
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Antoine Forget
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Bryann Pardieu
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Kevin H Lin
- Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina
| | - Justine C Rutter
- Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina
| | - Christopher F Bassil
- Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina
| | - Gael Fortin
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Justine Pasanisi
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Iléana Antony-Debré
- INSERM UMR 1287, Gustave Roussy Institute, Université Paris-Saclay, Villejuif, France
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.,The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | | | - Alain Pruvost
- Paris-Saclay University, CEA, INRAE, Département Médicaments et Technologies pour la santé, SPI, Gif-sur-Yvette, France
| | - Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.,Department of Cancer Biology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jun Qi
- The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, Massachusetts.,Department of Cancer Biology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Marie-Hélène Schlageter
- AP-HP, Cellular Biology Department, St Louis Hospital, Paris, France.,INSERM U 1131, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Jean-Baptiste Micol
- INSERM UMR 1287, Gustave Roussy Institute, Université Paris-Saclay, Villejuif, France.,Department of Hematology, Gustave Roussy Institute, Villejuif, France
| | - Giovanni Roti
- University of Parma, Department of Medicine and Surgery, Parma, Italy
| | - Thomas Cluzeau
- Department of Hematology, Centre Hospitalier Universitaire, Nice, France
| | | | | | - Nina Fenouille
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France
| | - Lina Benajiba
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France.,AP-HP, Hematology Department, St Louis Hospital, Paris, France
| | - Hava M Golan
- Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.,The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Camille Lobry
- INSERM UMR 1287, Gustave Roussy Institute, Université Paris-Saclay, Villejuif, France
| | - Kris C Wood
- Department of Pharmacology and Cancer Biology, Duke University, Durham, North Carolina
| | - Raphael Itzykson
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France.
| | - Alexandre Puissant
- INSERM UMR 944, IRSL, St Louis Hospital, University of Paris, Paris, France.
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18
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Reddy A, Flemming D, Selitsky S, Pavel AB, Alexe G, Bhanot G. Abstract 858: PrismML: A machine learning platform to query genotype-phenotype patterns in large genomics studies. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-858] [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
Background: Large-scale genomics studies (e.g. AACR Project GENIE, TCGA, TopMed) have sequenced thousands of patients in an attempt to understand disease associated genomic variables and their clinical correlates. Existing online platforms (e.g. cBioPortal) enable simple gene-based queries, but do not allow more complex modeling to understand disease pathogenesis, risk and outcome. There is an urgent need to build an interactive, modular and scalable platform that enables users to perform multivariate machine learning on existing genomic data.
Results: We have built a platform, PrismML, that enables a user to interactively query a dataset, and to run a multitude of machine learning tools, from simple statistical tests for differential analysis to multivariate modeling to predict clinical response, or mortality-risk. Since machine learning models are computationally intensive, we have used the power of cloud computing to make the analyses faster and scalable.
Key feature of our platform are: (1) availability of extensive statistical and machine learning methods; (2) implementation of best practices for machine learning, e.g. cross-validation; (3) graphical querying of results to understand the interplay among features. Users can choose to analyze existing data/studies, or upload their own data. Examples of possible queries: “identify genomic features that distinguish metastasis from primary tumors, either in a single cancer or pan-cancer”, or, “build a machine learning model to predict survival within ER- breast cancer patients”.
In addition, there is also an acute need to integrate the knowledge extracted from the multitude of data types. To this end, we have integrated multiple data types into gene-scores, and have incorporated known biological/functional information by integrating gene-scores into pathway-scores.
Summary: PrismML is an interactive and flexible platform to bring the power of machine learning and statistical modeling to the genomics community. This is an active area of development with multiple ongoing features, such as integrating multiple datasets to increase statistical power in rare diseases, and to enable subsetting large diseases to identify prognostic features.
Citation Format: Anupama Reddy, Daisy Flemming, Sara Selitsky, Ana Brandusa Pavel, Gabriela Alexe, Gyan Bhanot. PrismML: A machine learning platform to query genotype-phenotype patterns in large genomics studies [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 858.
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19
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Steinbacher M, Alexe G, Baune M, Bobrov I, Bösing I, Clausen B, Czotscher T, Epp J, Fischer A, Langstädtler L, Meyer D, Raj Menon S, Riemer O, Sonnenberg H, Thomann A, Toenjes A, Vollertsen F, Wielki N, Ellendt N. Descriptors for High Throughput in Structural Materials Development. High Throughput 2019; 8:E22. [PMID: 31817488 PMCID: PMC6966690 DOI: 10.3390/ht8040022] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 11/25/2019] [Accepted: 12/03/2019] [Indexed: 11/16/2022] Open
Abstract
The development of novel structural materials with increasing mechanical requirements is a very resource-intense process if conventional methods are used. While there are high-throughput methods for the development of functional materials, this is not the case for structural materials. Their mechanical properties are determined by their microstructure, so that increased sample volumes are needed. Furthermore, new short-time characterization techniques are required for individual samples which do not necessarily measure the desired material properties, but descriptors which can later be mapped on material properties. While universal micro-hardness testing is being commonly used, it is limited in its capability to measure sample volumes which contain a characteristic microstructure. We propose to use alternative and fast deformation techniques for spherical micro-samples in combination with classical characterization techniques such as XRD, DSC or micro magnetic methods, which deliver descriptors for the microstructural state.
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Affiliation(s)
- Matthias Steinbacher
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Gabriela Alexe
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Automation and Quality Science, Bremen Institute for Metrology, University of Bremen, Linzer Str. 13, 28359 Bremen, Germany
| | - Michael Baune
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Center for Environmental Research and Sustainable Technology, UFT, Leobener Strasse 6, 28359 Bremen, Germany
| | - Ilya Bobrov
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Ingmar Bösing
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Center for Environmental Research and Sustainable Technology, UFT, Leobener Strasse 6, 28359 Bremen, Germany
| | - Brigitte Clausen
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Tobias Czotscher
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- BIAS-Bremer Institut für Angewandte Strahltechnik GmbH, Klagenfurter Str. 5, 28359 Bremen, Germany
| | - Jérémy Epp
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Andreas Fischer
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Automation and Quality Science, Bremen Institute for Metrology, University of Bremen, Linzer Str. 13, 28359 Bremen, Germany
| | - Lasse Langstädtler
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Bremen Institute for Mechanical Engineering (BIME), University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany
| | - Daniel Meyer
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Sachin Raj Menon
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Oltmann Riemer
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Heike Sonnenberg
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Arne Thomann
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Anastasiya Toenjes
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Frank Vollertsen
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- BIAS-Bremer Institut für Angewandte Strahltechnik GmbH, Klagenfurter Str. 5, 28359 Bremen, Germany
| | - Nicole Wielki
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
| | - Nils Ellendt
- Faculty of Production Engineering, University of Bremen, Badgasteiner Straße 1, 28359 Bremen, Germany; (G.A.); (M.B.); (I.B.); (I.B.); (B.C.); (T.C.); (J.E.); (A.F.); (L.L.); (D.M.); (S.R.M.); (O.R.); (H.S.); (A.T.); (A.T.); (F.V.); (N.W.); (N.E.)
- Leibniz Institute for Materials Engineering - IWT, Badgasteiner Straße 3, 28359 Bremen, Germany
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20
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Cremer A, Ellegast JM, Alexe G, Frank ES, Ross L, Chu SH, Pikman Y, Robichaud A, Goodale A, Häupl B, Mohr S, Rao AV, Walker AR, Blachly JS, Piccioni F, Armstrong SA, Byrd JC, Oellerich T, Stegmaier K. Resistance Mechanisms to SYK Inhibition in Acute Myeloid Leukemia. Cancer Discov 2019; 10:214-231. [PMID: 31771968 DOI: 10.1158/2159-8290.cd-19-0209] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 10/08/2019] [Accepted: 11/21/2019] [Indexed: 11/16/2022]
Abstract
Spleen tyrosine kinase (SYK) is a nonmutated therapeutic target in acute myeloid leukemia (AML). Attempts to exploit SYK therapeutically in AML have shown promising results in combination with chemotherapy, likely reflecting induced mechanisms of resistance to single-agent treatment in vivo. We conducted a genome-scale open reading frame (ORF) resistance screen and identified activation of the RAS-MAPK-ERK pathway as one major mechanism of resistance to SYK inhibitors. This finding was validated in AML cell lines with innate and acquired resistance to SYK inhibitors. Furthermore, patients with AML with select mutations activating these pathways displayed early resistance to SYK inhibition. To circumvent SYK inhibitor therapy resistance in AML, we demonstrate that a MEK and SYK inhibitor combination is synergistic in vitro and in vivo. Our data provide justification for use of ORF screening to identify resistance mechanisms to kinase inhibitor therapy in AML lacking distinct mutations and to direct novel combination-based strategies to abrogate these. SIGNIFICANCE: The integration of functional genomic screening with the study of mechanisms of intrinsic and acquired resistance in model systems and human patients identified resistance to SYK inhibitors through MAPK signaling in AML. The dual targeting of SYK and the MAPK pathway offers a combinatorial strategy to overcome this resistance.This article is highlighted in the In This Issue feature, p. 161.
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Affiliation(s)
- Anjali Cremer
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jana M Ellegast
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Bioinformatics Graduate Program, Boston University, Boston, Massachusetts
| | - Elizabeth S Frank
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - S Haihua Chu
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Amanda Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Amy Goodale
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Björn Häupl
- University Hospital Frankfurt, Department of Hematology/Oncology, Frankfurt/Main, Germany.,German Cancer Consortium/German Cancer Research Center, Heidelberg, Germany
| | - Sebastian Mohr
- University Hospital Frankfurt, Department of Hematology/Oncology, Frankfurt/Main, Germany
| | - Arati V Rao
- Gilead Sciences Inc., Foster City, California
| | - Alison R Walker
- Department of Internal Medicine, Division of Hematology, Department of Medicine, The Ohio State University, Columbus, Ohio
| | - James S Blachly
- Department of Internal Medicine, Division of Hematology, Department of Medicine, The Ohio State University, Columbus, Ohio
| | | | - Scott A Armstrong
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - John C Byrd
- Department of Internal Medicine, Division of Hematology, Department of Medicine, The Ohio State University, Columbus, Ohio
| | - Thomas Oellerich
- University Hospital Frankfurt, Department of Hematology/Oncology, Frankfurt/Main, Germany. .,German Cancer Consortium/German Cancer Research Center, Heidelberg, Germany
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts. .,The Broad Institute of MIT and Harvard, Cambridge, Massachusetts
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21
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Wagner FF, Benajiba L, Campbell AJ, Weïwer M, Sacher JR, Gale JP, Ross L, Puissant A, Alexe G, Conway A, Back M, Pikman Y, Galinsky I, DeAngelo DJ, Stone RM, Kaya T, Shi X, Robers MB, Machleidt T, Wilkinson J, Hermine O, Kung A, Stein AJ, Lakshminarasimhan D, Hemann MT, Scolnick E, Zhang YL, Pan JQ, Stegmaier K, Holson EB. Exploiting an Asp-Glu "switch" in glycogen synthase kinase 3 to design paralog-selective inhibitors for use in acute myeloid leukemia. Sci Transl Med 2019. [PMID: 29515000 DOI: 10.1126/scitranslmed.aam8460] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Glycogen synthase kinase 3 (GSK3), a key regulatory kinase in the wingless-type MMTV integration site family (WNT) pathway, is a therapeutic target of interest in many diseases. Although dual GSK3α/β inhibitors have entered clinical trials, none has successfully translated to clinical application. Mechanism-based toxicities, driven in part by the inhibition of both GSK3 paralogs and subsequent β-catenin stabilization, are a concern in the translation of this target class because mutations and overexpression of β-catenin are associated with many cancers. Knockdown of GSK3α or GSK3β individually does not increase β-catenin and offers a conceptual resolution to targeting GSK3: paralog-selective inhibition. However, inadequate chemical tools exist. The design of selective adenosine triphosphate (ATP)-competitive inhibitors poses a drug discovery challenge due to the high homology (95% identity and 100% similarity) in this binding domain. Taking advantage of an Asp133→Glu196 "switch" in their kinase hinge, we present a rational design strategy toward the discovery of paralog-selective GSK3 inhibitors. These GSK3α- and GSK3β-selective inhibitors provide insights into GSK3 targeting in acute myeloid leukemia (AML), where GSK3α was identified as a therapeutic target using genetic approaches. The GSK3α-selective compound BRD0705 inhibits kinase function and does not stabilize β-catenin, mitigating potential neoplastic concerns. BRD0705 induces myeloid differentiation and impairs colony formation in AML cells, with no apparent effect on normal hematopoietic cells. Moreover, BRD0705 impairs leukemia initiation and prolongs survival in AML mouse models. These studies demonstrate feasibility of paralog-selective GSK3α inhibition, offering a promising therapeutic approach in AML.
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Affiliation(s)
- Florence F Wagner
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.
| | - Lina Benajiba
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.,INSERM U1163 and CNRS 8254, Imagine Institute, Université Paris Saclay, 91190 Paris, France
| | - Arthur J Campbell
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Michel Weïwer
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Joshua R Sacher
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Jennifer P Gale
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Alexandre Puissant
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.,INSERM U944, Institute of Hematology, St. Louis Hospital, 75010 Paris, France
| | - Gabriela Alexe
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.,Bioinformatics Graduate Program, Boston University, Boston, MA 02215, USA
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Morgan Back
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Yana Pikman
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Ilene Galinsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel J DeAngelo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Taner Kaya
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Xi Shi
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Matthew B Robers
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | - Thomas Machleidt
- Promega Corporation, 2800 Woods Hollow Road, Madison, WI 53711, USA
| | | | - Olivier Hermine
- INSERM U1163 and CNRS 8254, Imagine Institute, Université Sorbonne Paris Cité, Paris, France.,Department of Hematology, Hôpital Necker, Assistance Publique Hôpitaux de Paris, University Paris Descartes, 75006 Paris, France
| | - Andrew Kung
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032, USA
| | | | | | - Michael T Hemann
- Koch Institute for Integrative Cancer Research at MIT, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Edward Scolnick
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Yan-Ling Zhang
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Jen Q Pan
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Kimberly Stegmaier
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA. .,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02115, USA.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Edward B Holson
- Stanley Center for Psychiatric Research, Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
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22
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Hanlon K, Thompson A, Pantano L, Hutchinson JN, Al-Obeidi A, Wang S, Bliss-Moreau M, Helble J, Alexe G, Stegmaier K, Bauer DE, Croker BA. Single-cell cloning of human T-cell lines reveals clonal variation in cell death responses to chemotherapeutics. Cancer Genet 2019; 237:69-77. [PMID: 31447068 DOI: 10.1016/j.cancergen.2019.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 04/18/2019] [Accepted: 06/09/2019] [Indexed: 12/12/2022]
Abstract
Genetic modification of human leukemic cell lines using CRISPR-Cas9 has become a staple of gene-function studies. Single-cell cloning of modified cells is frequently used to facilitate studies of gene function. Inherent in this approach is an assumption that the genetic drift, amplified in some cell lines by mutations in DNA replication and repair machinery, as well as non-genetic factors will not introduce significant levels of experimental cellular heterogeneity in clones derived from parental populations. In this study, we characterize the variation in cell death of fifty clonal cell lines generated from human Jurkat and MOLT-4 T-cells edited by CRISPR-Cas9. We demonstrate a wide distribution of sensitivity to chemotherapeutics between non-edited clonal human leukemia T-cell lines, and also following CRISPR-Cas9 editing at the NLRP1 locus, or following transfection with non-targeting sgRNA controls. The cell death sensitivity profile of clonal cell lines was consistent across experiments and failed to revert to the non-clonal parental phenotype. Whole genome sequencing of two clonal cell lines edited by CRISPR-Cas9 revealed unique and shared genetic variants, which had minimal read support in the non-clonal parental population and were not suspected CRISPR-Cas9 off-target effects. These variants included genes related to cell death and drug metabolism. The variation in cell death phenotype of clonal populations of human T-cell lines may be a consequence of T-cell line genetic instability, and to a lesser extent clonal heterogeneity in the parental population or CRISPR-Cas9 off-target effects not predicted by current models. This work highlights the importance of genetic variation between clonal T-cell lines in the design, conduct, and analysis of experiments to investigate gene function after single-cell cloning.
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Affiliation(s)
- Kathleen Hanlon
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Alex Thompson
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Lorena Pantano
- Department of Biostatistics, Harvard Chan School of Public Health, Boston, MA, United States
| | - John N Hutchinson
- Department of Biostatistics, Harvard Chan School of Public Health, Boston, MA, United States
| | - Arshed Al-Obeidi
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Shu Wang
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Meghan Bliss-Moreau
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States
| | - Jennifer Helble
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, MA, United States
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, United States
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, United States
| | - Daniel E Bauer
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States; Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Ben A Croker
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA 02115, United States; Department of Pediatrics, Harvard Medical School, Boston, MA, United States.
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23
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Ruiz-Gutierrez M, Bölükbaşı ÖV, Alexe G, Kotini AG, Ballotti K, Joyce CE, Russell DW, Stegmaier K, Myers K, Novina CD, Papapetrou EP, Shimamura A. Therapeutic discovery for marrow failure with MDS predisposition using pluripotent stem cells. JCI Insight 2019; 5:125157. [PMID: 31039138 DOI: 10.1172/jci.insight.125157] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Monosomy 7 or deletion of 7q (del(7q)) are common clonal cytogenetic abnormalities associated with high grade myelodysplastic syndrome (MDS) arising in inherited and acquired bone marrow failure. Current non-transplant approaches to treat marrow failure may be complicated by stimulation of clonal outgrowth. To study the biological consequences of del(7q) within the context of a failing marrow, we generated induced pluripotent stem cells (iPSCs) derived from patients with Shwachman Diamond Syndrome (SDS), a bone marrow failure disorder with MDS predisposition, and genomically engineered a 7q deletion. The TGFβ pathway was the top differentially regulated pathway in transcriptomic analysis of SDS versus SDSdel(7q) iPSCs. SMAD2 phosphorylation was increased in SDS relative to wild type cells consistent with hyperactivation of the TGFbeta pathway in SDS. Phospho-SMAD2 levels were reduced following 7q deletion in SDS cells and increased upon restoration of 7q diploidy. Inhibition of the TGFbeta pathway rescued hematopoiesis in SDS-iPSCs and in bone marrow hematopoietic cells from SDS patients while it had no impact on the SDSdel(7q) cells. These results identified a potential targetable vulnerability to improve hematopoiesis in an MDS-predisposition syndrome, and highlight the importance of the germline context of somatic alterations to inform precision medicine approaches to therapy.
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Affiliation(s)
- Melisa Ruiz-Gutierrez
- Division of Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Özge Vargel Bölükbaşı
- Division of Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Gabriela Alexe
- Division of Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Bioinformatics Graduate Program, Boston University, Boston, Massachusetts, USA
| | - Adriana G Kotini
- Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Kaitlyn Ballotti
- Division of Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Cailin E Joyce
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - David W Russell
- Division of Hematology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Kimberly Stegmaier
- Division of Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA.,Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Kasiani Myers
- Division of Bone Marrow Transplant and Immune Deficiency, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Carl D Novina
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Eirini P Papapetrou
- Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Medicine, Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Akiko Shimamura
- Division of Hematology/Oncology, Boston Children's Hospital and Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
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24
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Wang S, Hwang EE, Guha R, O'Neill AF, Melong N, Veinotte CJ, Conway Saur A, Wuerthele K, Shen M, McKnight C, Alexe G, Lemieux ME, Wang A, Hughes E, Xu X, Boxer MB, Hall MD, Kung A, Berman JN, Davis MI, Stegmaier K, Crompton BD. High-throughput Chemical Screening Identifies Focal Adhesion Kinase and Aurora Kinase B Inhibition as a Synergistic Treatment Combination in Ewing Sarcoma. Clin Cancer Res 2019; 25:4552-4566. [PMID: 30979745 DOI: 10.1158/1078-0432.ccr-17-0375] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [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: 02/07/2017] [Revised: 12/18/2018] [Accepted: 04/09/2019] [Indexed: 12/27/2022]
Abstract
PURPOSE Ewing sarcoma is an aggressive solid tumor malignancy of childhood. Although current treatment regimens cure approximately 70% of patients with localized disease, they are ineffective for most patients with metastases or relapse. New treatment combinations are necessary for these patients. EXPERIMENTAL DESIGN Ewing sarcoma cells are dependent on focal adhesion kinase (FAK) for growth. To identify candidate treatment combinations for Ewing sarcoma, we performed a small-molecule library screen to identify compounds synergistic with FAK inhibitors in impairing Ewing cell growth. The activity of a top-scoring class of compounds was then validated across multiple Ewing cell lines in vitro and in multiple xenograft models of Ewing sarcoma. RESULTS Numerous Aurora kinase inhibitors scored as synergistic with FAK inhibition in this screen. We found that Aurora kinase B inhibitors were synergistic across a larger range of concentrations than Aurora kinase A inhibitors when combined with FAK inhibitors in multiple Ewing cell lines. The combination of AZD-1152, an Aurora kinase B-selective inhibitor, and PF-562271 or VS-4718, FAK-selective inhibitors, induced apoptosis in Ewing sarcoma cells at concentrations that had minimal effects on survival when cells were treated with either drug alone. We also found that the combination significantly impaired tumor progression in multiple xenograft models of Ewing sarcoma. CONCLUSIONS FAK and Aurora kinase B inhibitors synergistically impair Ewing sarcoma cell viability and significantly inhibit tumor progression. This study provides preclinical support for the consideration of a clinical trial testing the safety and efficacy of this combination for patients with Ewing sarcoma.
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Affiliation(s)
- Sarah Wang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Elizabeth E Hwang
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Rajarshi Guha
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Allison F O'Neill
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | | | - Chansey J Veinotte
- IWK Health Centre, Halifax, Nova Scotia, Canada
- Dalhousie University, Halifax, Nova Scotia, Canada
| | - Amy Conway Saur
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Kellsey Wuerthele
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
| | - Min Shen
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Crystal McKnight
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Gabriela Alexe
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts
- Boston University Bioinformatics Graduate Program, Boston, Massachusetts
| | | | - Amy Wang
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Emma Hughes
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Xin Xu
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Matthew B Boxer
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Andrew Kung
- Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jason N Berman
- IWK Health Centre, Halifax, Nova Scotia, Canada
- Dalhousie University, Halifax, Nova Scotia, Canada
| | - Mindy I Davis
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Kimberly Stegmaier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts.
| | - Brian D Crompton
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts.
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25
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Iniguez AB, Alexe G, Wang EJ, Roti G, Patel S, Chen L, Kitara S, Conway A, Robichaud AL, Stolte B, Bandopadhayay P, Goodale A, Pantel S, Lee Y, Cheff DM, Hall MD, Guha R, Davis MI, Menard M, Nasholm N, Weiss WA, Qi J, Beroukhim R, Piccioni F, Johannessen C, Stegmaier K. Resistance to Epigenetic-Targeted Therapy Engenders Tumor Cell Vulnerabilities Associated with Enhancer Remodeling. Cancer Cell 2018; 34:922-938.e7. [PMID: 30537514 PMCID: PMC6352909 DOI: 10.1016/j.ccell.2018.11.005] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2017] [Revised: 09/10/2018] [Accepted: 11/07/2018] [Indexed: 12/26/2022]
Abstract
Drug resistance represents a major challenge to achieving durable responses to cancer therapeutics. Resistance mechanisms to epigenetically targeted drugs remain largely unexplored. We used bromodomain and extra-terminal domain (BET) inhibition in neuroblastoma as a prototype to model resistance to chromatin modulatory therapeutics. Genome-scale, pooled lentiviral open reading frame (ORF) and CRISPR knockout rescue screens nominated the phosphatidylinositol 3-kinase (PI3K) pathway as promoting resistance to BET inhibition. Transcriptomic and chromatin profiling of resistant cells revealed that global enhancer remodeling is associated with upregulation of receptor tyrosine kinases (RTKs), activation of PI3K signaling, and vulnerability to RTK/PI3K inhibition. Large-scale combinatorial screening with BET inhibitors identified PI3K inhibitors among the most synergistic upfront combinations. These studies provide a roadmap to elucidate resistance to epigenetic-targeted therapeutics and inform efficacious combination therapies.
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Affiliation(s)
- Amanda Balboni Iniguez
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Bioinformatics Graduate Program, Boston University, Boston, MA 02215, USA
| | - Emily Jue Wang
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Giovanni Roti
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; University of Parma Department of Medicine and Surgery, Hematology and BMT, Parma, Italy
| | - Sarvagna Patel
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA 02139, USA
| | - Liying Chen
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Samuel Kitara
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Amanda L Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Björn Stolte
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Dr. von Hauner Children's Hospital, Department of Pediatrics, University Hospital, LMU Munich, Munich 80337, Germany
| | - Pratiti Bandopadhayay
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Amy Goodale
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Sasha Pantel
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Yenarae Lee
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Dorian M Cheff
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD 20892, USA
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rajarshi Guha
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mindy I Davis
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, MD 20892, USA
| | - Marie Menard
- Departments of Neurology, Neurosurgery, Pediatrics, and the Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA 94158, USA
| | - Nicole Nasholm
- Departments of Neurology, Neurosurgery, Pediatrics, and the Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA 94158, USA
| | - William A Weiss
- Departments of Neurology, Neurosurgery, Pediatrics, and the Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA 94158, USA
| | - Jun Qi
- Division of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Rameen Beroukhim
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Department of Medicine, Harvard Medical School, Boston, MA 02215, USA; Division of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | | | - Cory Johannessen
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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26
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Guenther LM, Dharia NV, Ross L, Conway A, Robichaud AL, Catlett JL, Wechsler CS, Frank ES, Goodale A, Church AJ, Tseng YY, Guha R, McKnight CG, Janeway KA, Boehm JS, Mora J, Davis MI, Alexe G, Piccioni F, Stegmaier K. A Combination CDK4/6 and IGF1R Inhibitor Strategy for Ewing Sarcoma. Clin Cancer Res 2018; 25:1343-1357. [PMID: 30397176 DOI: 10.1158/1078-0432.ccr-18-0372] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 09/04/2018] [Accepted: 10/31/2018] [Indexed: 12/31/2022]
Abstract
PURPOSE Novel targeted therapeutics have transformed the care of subsets of patients with cancer. In pediatric malignancies, however, with simple tumor genomes and infrequent targetable mutations, there have been few new FDA-approved targeted drugs. The cyclin-dependent kinase (CDK)4/6 pathway recently emerged as a dependency in Ewing sarcoma. Given the heightened efficacy of this class with targeted drug combinations in other cancers, as well as the propensity of resistance to emerge with single agents, we aimed to identify genes mediating resistance to CDK4/6 inhibitors and biologically relevant combinations for use with CDK4/6 inhibitors in Ewing. EXPERIMENTAL DESIGN We performed a genome-scale open reading frame (ORF) screen in 2 Ewing cell lines sensitive to CDK4/6 inhibitors to identify genes conferring resistance. Concurrently, we established resistance to a CDK4/6 inhibitor in a Ewing cell line. RESULTS The ORF screen revealed IGF1R as a gene whose overexpression promoted drug escape. We also found elevated levels of phospho-IGF1R in our resistant Ewing cell line, supporting the relevance of IGF1R signaling to acquired resistance. In a small-molecule screen, an IGF1R inhibitor scored as synergistic with CDK4/6 inhibitor treatment. The combination of CDK4/6 inhibitors and IGF1R inhibitors was synergistic in vitro and active in mouse models. Mechanistically, this combination more profoundly repressed cell cycle and PI3K/mTOR signaling than either single drug perturbation. CONCLUSIONS Taken together, these results suggest that IGF1R inhibitors activation is an escape mechanism to CDK4/6 inhibitors in Ewing sarcoma and that dual targeting of CDK4/6 inhibitors and IGF1R inhibitors provides a candidate synergistic combination for clinical application in this disease.
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Affiliation(s)
- Lillian M Guenther
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,Broad Institute, Cambridge, Massachusetts
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Amy Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Amanda L Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Jerrel L Catlett
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Caroline S Wechsler
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | - Elizabeth S Frank
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,Broad Institute, Cambridge, Massachusetts
| | | | - Alanna J Church
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
| | | | - Rajarshi Guha
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, NIH, Rockville, Maryland
| | - Crystal G McKnight
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, NIH, Rockville, Maryland
| | - Katherine A Janeway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts
| | | | - Jaume Mora
- Department of Pediatric Oncology and Hematology, Hospital Sant Joan de Déu, Barcelona, Spain
| | - Mindy I Davis
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, NIH, Rockville, Maryland
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts.,Broad Institute, Cambridge, Massachusetts.,Bioinformatics Graduate Program, Boston University, Boston, Massachusetts
| | | | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts. .,Broad Institute, Cambridge, Massachusetts
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27
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Benajiba L, Alexe G, Su A, Raffoux E, Soulier J, Hemann MT, Hermine O, Itzykson R, Stegmaier K, Puissant A. Creatine kinase pathway inhibition alters GSK3 and WNT signaling in EVI1-positive AML. Leukemia 2018; 33:800-804. [PMID: 30390009 DOI: 10.1038/s41375-018-0291-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Revised: 08/24/2018] [Accepted: 09/18/2018] [Indexed: 11/09/2022]
Affiliation(s)
- Lina Benajiba
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA.,INSERM U1163 and CNRS 8254, Imagine Institute, Université Paris Saclay, Paris, France
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA.,Bioinformatics Graduate Program, Boston University, Boston, MA, USA
| | - Angela Su
- INSERM UMR 944, Institut Universitaire d'Hématologie, Hôpital St. Louis, Paris, France
| | - Emmanuel Raffoux
- Département d'Hématologie, Hôpital Saint-Louis, Assistance Publique - Hopitaux de Paris, Paris, France
| | - Jean Soulier
- Département d'Hématologie, Hôpital Saint-Louis, Assistance Publique - Hopitaux de Paris, Paris, France
| | - Michael T Hemann
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Olivier Hermine
- INSERM U1163 and CNRS 8254, Imagine Institute, Université Paris Saclay, Paris, France
| | - Raphael Itzykson
- INSERM UMR 944, Institut Universitaire d'Hématologie, Hôpital St. Louis, Paris, France.,Département d'Hématologie, Hôpital Saint-Louis, Assistance Publique - Hopitaux de Paris, Paris, France
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. .,The Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Alexandre Puissant
- INSERM UMR 944, Institut Universitaire d'Hématologie, Hôpital St. Louis, Paris, France.
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28
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Baldoni S, Del Papa B, Dorillo E, Aureli P, De Falco F, Rompietti C, Sorcini D, Varasano E, Cecchini D, Zei T, Di Tommaso A, Rosati E, Alexe G, Roti G, Stegmaier K, Di Ianni M, Falzetti F, Sportoletti P. Bepridil exhibits anti-leukemic activity associated with NOTCH1 pathway inhibition in chronic lymphocytic leukemia. Int J Cancer 2018; 143:958-970. [PMID: 29508386 PMCID: PMC6055653 DOI: 10.1002/ijc.31355] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 02/15/2018] [Accepted: 02/21/2018] [Indexed: 12/30/2022]
Abstract
Dysregulated NOTCH1 signaling, by either gene mutations or microenvironment interactions, has been increasingly linked to chronic lymphocytic leukemia (CLL). Thus, inhibiting NOTCH1 activity represents a potential therapeutic opportunity for this disease. Using gene expression-based screening, we identified the calcium channel modulator bepridil as a new NOTCH1 pathway inhibitor. In primary CLL cells, bepridil induced selective apoptosis even in the presence of the protective stroma. Cytotoxic effects of bepridil were independent of NOTCH1 mutation and other prognostic markers. The antitumor efficacy of bepridil was associated with inhibition of NOTCH1 activity through a decrement in trans-membrane and activated NOTCH1 protein levels with unchanged NOTCH2 protein levels. In a CLL xenotransplant model, bepridil significantly reduced the percentage of leukemic cells infiltrating the spleen via enhanced apoptosis and decreased NOTCH1 activation. In conclusion, we report in vitro and in vivo anti-leukemic activity of bepridil associated with inhibition of the NOTCH1 pathway in CLL. These data provide a rationale for the clinical development of bepridil as anti-NOTCH1 targeted therapy for CLL patients.
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MESH Headings
- Animals
- Antineoplastic Agents/pharmacology
- Apoptosis/drug effects
- Bepridil/pharmacology
- Biomarkers, Tumor/metabolism
- Calcium Channel Blockers/pharmacology
- Chemotaxis/drug effects
- Drug Screening Assays, Antitumor
- Humans
- Leukemia, Lymphocytic, Chronic, B-Cell/genetics
- Leukemia, Lymphocytic, Chronic, B-Cell/metabolism
- Leukemia, Lymphocytic, Chronic, B-Cell/pathology
- Mesenchymal Stem Cells/cytology
- Mesenchymal Stem Cells/drug effects
- Mice
- Mutation
- Prognosis
- Receptor, Notch1/antagonists & inhibitors
- Receptor, Notch1/genetics
- Receptor, Notch1/metabolism
- Tumor Microenvironment
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Stefano Baldoni
- Hematology Section, Department of Life, Health and Environmental SciencesUniversity of L'AquilaL'AquilaItaly
| | - Beatrice Del Papa
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Erica Dorillo
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Patrizia Aureli
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Filomena De Falco
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Chiara Rompietti
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Daniele Sorcini
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Emanuela Varasano
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Debora Cecchini
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Tiziana Zei
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Ambra Di Tommaso
- Hematology Section, Department of Life, Health and Environmental SciencesUniversity of L'AquilaL'AquilaItaly
| | - Emanuela Rosati
- Biosciences and Medical Embryology Section, Department of Experimental MedicineUniversity of PerugiaPerugiaItaly
| | - Gabriela Alexe
- Department of Pediatric OncologyDana‐Farber Cancer Institute and Boston Children's Hospital, Harvard Medical SchoolBostonMA
| | - Giovanni Roti
- Hematology and BMT Unit, Department of Medicine and SurgeryUniversity of ParmaParmaItaly
| | - Kimberly Stegmaier
- Department of Pediatric OncologyDana‐Farber Cancer Institute and Boston Children's Hospital, Harvard Medical SchoolBostonMA
| | - Mauro Di Ianni
- Department of Medicine and Aging SciencesUniversity of Chieti PescaraChietiItaly
- Department of HematologyTransfusion Medicine and Biotechnologies, Ospedale CivilePescaraItaly
| | - Franca Falzetti
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
| | - Paolo Sportoletti
- Institute of Hematology‐Centro di Ricerche Emato‐Oncologiche (CREO), University of PerugiaPerugiaItaly
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Stolte B, Iniguez AB, Dharia NV, Robichaud AL, Conway AS, Morgan AM, Alexe G, Schauer NJ, Liu X, Bird GH, Tsherniak A, Vazquez F, Buhrlage SJ, Walensky LD, Stegmaier K. Genome-scale CRISPR-Cas9 screen identifies druggable dependencies in TP53 wild-type Ewing sarcoma. J Exp Med 2018; 215:2137-2155. [PMID: 30045945 PMCID: PMC6080915 DOI: 10.1084/jem.20171066] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 03/16/2018] [Accepted: 06/27/2018] [Indexed: 01/06/2023] Open
Abstract
Stolte et al. use genome-scale CRISPR-Cas9 screening technology to identify druggable targets for TP53 wild-type Ewing sarcoma and discover reactivation of p53 through inhibition of MDM2, MDM4, Wip1, or USP7 as therapeutic strategies for the disease. Ewing sarcoma is a pediatric cancer driven by EWS-ETS transcription factor fusion oncoproteins in an otherwise stable genomic background. The majority of tumors express wild-type TP53, and thus, therapies targeting the p53 pathway would benefit most patients. To discover targets specific for TP53 wild-type Ewing sarcoma, we used a genome-scale CRISPR-Cas9 screening approach and identified and validated MDM2, MDM4, USP7, and PPM1D as druggable dependencies. The stapled peptide inhibitor of MDM2 and MDM4, ATSP-7041, showed anti-tumor efficacy in vitro and in multiple mouse models. The USP7 inhibitor, P5091, and the Wip1/PPM1D inhibitor, GSK2830371, decreased the viability of Ewing sarcoma cells. The combination of ATSP-7041 with P5091, GSK2830371, and chemotherapeutic agents showed synergistic action on the p53 pathway. The effects of the inhibitors, including the specific USP7 inhibitor XL-188, were rescued by concurrent TP53 knockout, highlighting the essentiality of intact p53 for the observed cytotoxic activities.
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Affiliation(s)
- Björn Stolte
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA.,Dr. von Hauner Children's Hospital, Department of Pediatrics, University Hospital, LMU Munich, Munich, Germany.,The Broad Institute of MIT and Harvard, Cambridge, MA
| | - Amanda Balboni Iniguez
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA.,The Broad Institute of MIT and Harvard, Cambridge, MA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA.,The Broad Institute of MIT and Harvard, Cambridge, MA
| | - Amanda L Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Ann M Morgan
- Department of Pediatric Oncology and the Linde Program in Cancer Chemical Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA.,The Broad Institute of MIT and Harvard, Cambridge, MA.,Bioinformatics Graduate Program, Boston University, Boston, MA
| | - Nathan J Schauer
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Xiaoxi Liu
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Gregory H Bird
- Department of Pediatric Oncology and the Linde Program in Cancer Chemical Biology, Dana-Farber Cancer Institute, Boston, MA
| | | | | | - Sara J Buhrlage
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA.,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA
| | - Loren D Walensky
- Department of Pediatric Oncology and the Linde Program in Cancer Chemical Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, MA .,The Broad Institute of MIT and Harvard, Cambridge, MA
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30
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Zhang C, D'Alessandro A, Wellendorf AM, Mohmoud F, Serrano-Lopez J, Perentesis JP, Komurov K, Alexe G, Stegmaier K, Whitsett JA, Grimes HL, Cancelas JA. KLF5 controls glutathione metabolism to suppress p190-BCR-ABL+ B-cell lymphoblastic leukemia. Oncotarget 2018; 9:29665-29679. [PMID: 30038712 PMCID: PMC6049869 DOI: 10.18632/oncotarget.25667] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [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: 10/05/2017] [Accepted: 06/06/2018] [Indexed: 12/31/2022] Open
Abstract
High-risk B-cell acute lymphoblastic leukemia (B-ALL) remains a therapeutic challenge despite advances in the use of tyrosine kinase inhibitors and chimeric-antigen-receptor engineered T cells. Lymphoblastic-leukemia precursors are highly sensitive to oxidative stress. KLF5 is a member of the Krüppel-like family of transcription factors. KLF5 expression is repressed in B-ALL, including BCR-ABL1+ B-ALL. Here, we demonstrate that forced expression of KLF5 in B-ALL cells bypasses the imatinib resistance which is not associated with mutations of BCR-ABL. Expression of Klf5 impaired leukemogenic activity of BCR-ABL1+ B-cell precursors in vitro and in vivo. The complete genetic loss of Klf5 reduced oxidative stress, increased regeneration of reduced glutathione and decreased apoptosis of leukemic precursors. Klf5 regulation of glutathione levels was mediated by its regulation of glutathione-S-transferase Mu 1 (Gstm1), an important regulator of glutathione-mediated detoxification and protein glutathionylation. Expression of Klf5 or the direct Klf5 target gene Gstm1 inhibited clonogenic activity of Klf5∆/∆ leukemic B-cell precursors and unveiled a Klf5-dependent regulatory loop in glutamine-dependent glutathione metabolism. In summary, we describe a novel mechanism of Klf5 B-ALL suppressor activity through its direct role on the metabolism of antioxidant glutathione levels, a crucial positive regulator of leukemic precursor survival.
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Affiliation(s)
- Cuiping Zhang
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Denver-Anschutz, Aurora, CO, USA
| | - Ashley M Wellendorf
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Fatima Mohmoud
- Hoxworth Blood Center, University of Cincinnati, Cincinnati, OH, USA
| | - Juana Serrano-Lopez
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - John P Perentesis
- Department of Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Kakajan Komurov
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, Boston, MA, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, Boston, MA, USA.,Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jeffrey A Whitsett
- Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - H Leighton Grimes
- Immunobiology and Center for Systems Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jose A Cancelas
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Hoxworth Blood Center, University of Cincinnati, Cincinnati, OH, USA
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31
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Ramos A, Barea LRM, Puissant A, Fenouille N, Alexe G, Stegmaier K, Hemann MT. Abstract 2358: Uncovering novel mechanisms of resistance in AML using integrative functional genomics. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2358] [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
Treatment options that effectively cure patients diagnosed with acute myeloid leukemia (AML) continue to represent an area of unmet need in oncology clinical care. While remission rates in AML patients can reach upwards of 90% under the current frontline therapy paradigm, nearly all patients relapse with treatment refractory disease less than 5 years after diagnosis. Relapse driven by therapy resistant cells that persist in the body after treatment (defined as minimal residual disease, or MRD) is the principal source of fatality in AML patients. Therefore, understanding how and where these leukemic cells survive treatment in vivo may help advance the rational development of highly synergistic combination therapies for the treatment of AML. Using a functional genomic approach (in vivo RNAi) and a new mouse model of AML chemoresistance (ChemoR) generated in our labs, we have identified several putative mediators of therapy resistance. Transcriptional profiling of the ChemoR model allowed us to generate a chemoresistance gene signature that we overlapped with the results of the shRNA screen to identify high-confidence genes of interest. The top genes from a ranked list of the most highly overexpressed (OE) genes in ChemoR cells and the top depleted genes from the shRNA screen in the context of therapy treatment were selected as high interest hits and subsequently tagged for individual follow-up experiments. Early validation studies suggest that some of our hits protect leukemic cells resident only at specific anatomical niches from therapy, while other proteins appear to be general chemosensitizers both in vivo and in vitro, and in both murine and human AML. Subsequent work will focus on elucidating the mechanisms by which these proteins promote resistance to frontline therapies in AML.
Citation Format: Azucena Ramos, Luis R. Millan Barea, Alexandre Puissant, Nina Fenouille, Gabriela Alexe, Kimberly Stegmaier, Michael T. Hemann. Uncovering novel mechanisms of resistance in AML using integrative functional genomics [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2358.
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Affiliation(s)
- Azucena Ramos
- 1Harvard Medical School/MIT M.D. Ph.D. Program, Boston, MA
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32
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Dharia NV, Malone C, Iniguez AB, Guenther L, Chen L, Alexe G, Durbin AD, Zimmerman MW, Hong A, Bandopadhayay P, Filbin MG, Howard T, Paolella B, Fung I, Lee J, Montgomery P, Krill-Burger JM, Abraham BJ, Roth J, Root DE, Young RA, Look AT, Beroukhim R, Boehm JS, Hahn WC, Golub TR, Tsherniak A, Vazquez F, Stegmaier K. Abstract 2352: Defining a pediatric cancer dependency map. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2352] [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
Many children with metastatic or recurrent pediatric solid tumors continue to have poor survival, and there is an immense need to identify novel therapeutic approaches. Moreover, these cancers typically have simple genomes with limited known druggable molecular events. In order to discover new vulnerabilities in pediatric solid tumors, we have performed genome-scale CRISPR-Cas9 loss-of-function screening and deep “omic” characterization in over 60 pediatric cancer cell lines to date, including neuroblastoma, medulloblastoma, Ewing sarcoma, malignant rhabdoid tumor and rhabdomyosarcoma lines, to begin defining a pediatric cancer dependency map. Global analyses of the pediatric dependency landscape have identified emerging classes of pediatric cancers, including epigenetic-driven, aberrant transcription factor-driven and receptor tyrosine kinase-driven malignancies. For example, the preferential dependencies identified in a subset of neuroblastoma, which has aberrantly high expression of the transcription factor MYCN, are highly enriched for an interconnected network of genes annotated to have transcription factor activity. In addition to the global evaluation, we have developed methods and tools for prioritizing targets for further validation within a cancer type. These tools computationally integrate the pediatric dependency data across multiple datasets to identify categories of genetic dependencies that are especially strong hits or enriched hits in a specific pediatric malignancy. As an example, the intersection of MYCN-amplified neuroblastoma specific dependencies and H3-lysine 27 acetylation (H3K27ac) profiling across MYCN-amplified neuroblastoma allowed us to identify a transcriptional core regulatory circuit (CRC) that may drive the malignant state. Furthermore, targeting transcription with the BRD4 inhibitor JQ1 and CDK7 inhibitor THZ1 caused synergistic killing of neuroblastoma cells suggesting a novel therapeutic approach to treating this disease. Thus, defining a comprehensive pediatric cancer dependency map and developing the methods and tools to prioritize vulnerabilities in different cancer types will allow us to discover both novel biology and new therapeutic opportunities in childhood malignancies.
Citation Format: Neekesh V. Dharia, Clare Malone, Amanda Balboni Iniguez, Lillian Guenther, Liying Chen, Gabriela Alexe, Adam D. Durbin, Mark W. Zimmerman, Andrew Hong, Pratiti Bandopadhayay, Mariella G. Filbin, Thomas Howard, Brenton Paolella, Iris Fung, Josephine Lee, Phil Montgomery, John M. Krill-Burger, Brian J. Abraham, Jennifer Roth, David E. Root, Richard A. Young, A. Thomas Look, Rameen Beroukhim, Jesse S. Boehm, William C. Hahn, Todd R. Golub, Aviad Tsherniak, Francisca Vazquez, Kimberly Stegmaier. Defining a pediatric cancer dependency map [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2352.
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33
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Iniguez AB, Stolte B, Wang EJ, Conway AS, Alexe G, Dharia NV, Kwiatkowski N, Zhang T, Abraham BJ, Mora J, Kalev P, Leggett A, Chowdhury D, Benes CH, Young RA, Gray NS, Stegmaier K. EWS/FLI Confers Tumor Cell Synthetic Lethality to CDK12 Inhibition in Ewing Sarcoma. Cancer Cell 2018; 33:202-216.e6. [PMID: 29358035 PMCID: PMC5846483 DOI: 10.1016/j.ccell.2017.12.009] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 09/15/2017] [Accepted: 12/19/2017] [Indexed: 01/01/2023]
Abstract
Many cancer types are driven by oncogenic transcription factors that have been difficult to drug. Transcriptional inhibitors, however, may offer inroads into targeting these cancers. Through chemical genomics screening, we identified that Ewing sarcoma is a disease with preferential sensitivity to THZ1, a covalent small-molecule CDK7/12/13 inhibitor. The selective CDK12/13 inhibitor, THZ531, impairs DNA damage repair in an EWS/FLI-dependent manner, supporting a synthetic lethal relationship between response to THZ1/THZ531 and EWS/FLI expression. The combination of these molecules with PARP inhibitors showed striking synergy in cell viability and DNA damage assays in vitro and in multiple models of Ewing sarcoma, including a PDX, in vivo without hematopoietic toxicity.
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Affiliation(s)
- Amanda Balboni Iniguez
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Björn Stolte
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; Ludwig Maximilians University of Munich, Munich 80539, Germany
| | - Emily Jue Wang
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Bioinformatics Graduate Program, Boston University, Boston, MA 02215, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Nicholas Kwiatkowski
- The Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Tinghu Zhang
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Brian J Abraham
- The Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA
| | - Jaume Mora
- Development Tumor Biology Laboratory and Department of Pediatric Oncology and Hematology, Hospital Sant Joan de Déu Barcelona, Barcelona 08950, Spain
| | - Peter Kalev
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Alan Leggett
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Dipanjan Chowdhury
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Cyril H Benes
- Massachusetts General Hospital, Center for Cancer Research, Boston, MA 02114, USA
| | - Richard A Young
- The Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Nathanael S Gray
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA 02215, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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34
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Alexe G, Tausendfreund A, Stöbener D, Fischer A. Model-assisted measuring method for periodical sub-wavelength nanostructures. Appl Opt 2018; 57:92-101. [PMID: 29328122 DOI: 10.1364/ao.57.000092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 12/02/2017] [Indexed: 06/07/2023]
Abstract
This paper describes a scatterometry approach designed by simulations for the in-line characterization of sub-wavelength sinusoidal gratings, which are formed on a transparent foil in a roll-to-roll procedure. Currently used methods are based on series of in situ measurements of the specular optical response at different incident angles or wavelengths for acquiring dimensional information on the gratings. The capability of single measurements of the first diffraction maxima at a fixed incident angle and wavelength to accurately measure the height of the sub-wavelength sinusoidal gratings is investigated in this work. The relation between the scattered powers of the diffraction maxima and the grating height is extracted from light scattering simulations, i.e., the inverse problem is solved. Optimal setup parameters for the measurement of grating heights ranging from 100 nm to 300 nm are derived from simulations. Limits of measurability and the measurement uncertainty are evaluated for different instrumentation and simulation parameters. When using laser light in the visible wavelength range, the measurement uncertainty is physically limited by the photon shot noise to the picometer range, but the systematic contributions dominate the uncertainty. As a result, the measurement uncertainty for the grating height is estimated to ≤12 nm, with a potential for <4 nm. Large-area scanning measurements performed offline and reference atomic force microscopy measurements verify the sensitivity of the presented measurement approach for identifying local variations of the spatial surface properties. Depending on the chosen detection system, sampling rates up to the MHz range are feasible, meeting the requirements of in-line process control of the roll-to-roll production process.
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35
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Chen L, Alexe G, Dharia NV, Ross L, Iniguez AB, Conway AS, Wang EJ, Veschi V, Lam N, Qi J, Gustafson WC, Nasholm N, Vazquez F, Weir BA, Cowley GS, Ali LD, Pantel S, Jiang G, Harrington WF, Lee Y, Goodale A, Lubonja R, Krill-Burger JM, Meyers RM, Tsherniak A, Root DE, Bradner JE, Golub TR, Roberts CW, Hahn WC, Weiss WA, Thiele CJ, Stegmaier K. CRISPR-Cas9 screen reveals a MYCN-amplified neuroblastoma dependency on EZH2. J Clin Invest 2017; 128:446-462. [PMID: 29202477 DOI: 10.1172/jci90793] [Citation(s) in RCA: 97] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Accepted: 10/24/2017] [Indexed: 12/26/2022] Open
Abstract
Pharmacologically difficult targets, such as MYC transcription factors, represent a major challenge in cancer therapy. For the childhood cancer neuroblastoma, amplification of the oncogene MYCN is associated with high-risk disease and poor prognosis. Here, we deployed genome-scale CRISPR-Cas9 screening of MYCN-amplified neuroblastoma and found a preferential dependency on genes encoding the polycomb repressive complex 2 (PRC2) components EZH2, EED, and SUZ12. Genetic and pharmacological suppression of EZH2 inhibited neuroblastoma growth in vitro and in vivo. Moreover, compared with neuroblastomas without MYCN amplification, MYCN-amplified neuroblastomas expressed higher levels of EZH2. ChIP analysis showed that MYCN binds at the EZH2 promoter, thereby directly driving expression. Transcriptomic and epigenetic analysis, as well as genetic rescue experiments, revealed that EZH2 represses neuronal differentiation in neuroblastoma in a PRC2-dependent manner. Moreover, MYCN-amplified and high-risk primary tumors from patients with neuroblastoma exhibited strong repression of EZH2-regulated genes. Additionally, overexpression of IGFBP3, a direct EZH2 target, suppressed neuroblastoma growth in vitro and in vivo. We further observed strong synergy between histone deacetylase inhibitors and EZH2 inhibitors. Together, these observations demonstrate that MYCN upregulates EZH2, leading to inactivation of a tumor suppressor program in neuroblastoma, and support testing EZH2 inhibitors in patients with MYCN-amplified neuroblastoma.
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Affiliation(s)
- Liying Chen
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Broad Institute, Cambridge, Massachusetts, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Broad Institute, Cambridge, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Bioinformatics Graduate Program, Boston University, Boston, Massachusetts, USA
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Broad Institute, Cambridge, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA
| | - Amanda Balboni Iniguez
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Broad Institute, Cambridge, Massachusetts, USA
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA
| | - Emily Jue Wang
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA
| | - Veronica Veschi
- Cell and Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Norris Lam
- Cell and Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Jun Qi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - W Clay Gustafson
- Department of Pediatrics, Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | - Nicole Nasholm
- Department of Pediatrics, Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA
| | | | | | | | - Levi D Ali
- Broad Institute, Cambridge, Massachusetts, USA
| | | | | | | | - Yenarae Lee
- Broad Institute, Cambridge, Massachusetts, USA
| | - Amy Goodale
- Broad Institute, Cambridge, Massachusetts, USA
| | | | | | | | | | | | - James E Bradner
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, USA
| | - Todd R Golub
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Broad Institute, Cambridge, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Charles Wm Roberts
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Comprehensive Cancer Center and Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - William C Hahn
- Broad Institute, Cambridge, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - William A Weiss
- Department of Pediatrics, Helen Diller Family Comprehensive Cancer Center, UCSF, San Francisco, California, USA.,Department of Neurology, Neurological Surgery, Brain Tumor Research Center, UCSF, San Francisco, California, USA
| | - Carol J Thiele
- Cell and Molecular Biology Section, Pediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA.,Broad Institute, Cambridge, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
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36
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Alexe G, Dalgin G, Ramaswamy R, Delisi C, Bhanot G. Data Perturbation Independent Diagnosis and Validation of Breast Cancer Subtypes Using Clustering and Patterns. Cancer Inform 2017. [DOI: 10.1177/117693510600200006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Molecular stratification of disease based on expression levels of sets of genes can help guide therapeutic decisions if such classifications can be shown to be stable against variations in sample source and data perturbation. Classifications inferred from one set of samples in one lab should be able to consistently stratify a different set of samples in another lab. We present a method for assessing such stability and apply it to the breast cancer (BCA) datasets of Sorlie et al. 2003 and Ma et al. 2003. We find that within the now commonly accepted BCA categories identified by Sorlie et al. Luminal A and Basal are robust, but Luminal B and ERBB2+ are not. In particular, 36% of the samples identified as Luminal B and 55% identified as ERBB2+ cannot be assigned an accurate category because the classification is sensitive to data perturbation. We identify a “core cluster” of samples for each category, and from these we determine “patterns” of gene expression that distinguish the core clusters from each other. We find that the best markers for Luminal A and Basal are (ESR1, LIV1, GATA-3) and (CCNE1, LAD1, KRT5), respectively. Pathways enriched in the patterns regulate apoptosis, tissue remodeling and the immune response. We use a different dataset (Ma et al. 2003) to test the accuracy with which samples can be allocated to the four disease subtypes. We find, as expected, that the classification of samples identified as Luminal A and Basal is robust but classification into the other two subtypes is not.
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Affiliation(s)
- G. Alexe
- Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, U.S.A
- The Simons Center for Systems Biology, Institute for Advanced Study, Princeton NJ 08540, U.S.A
| | - G.S. Dalgin
- Molecular Biology, Cell Biology and Biochemistry Program, Boston University, 2 Cummington Street, Boston, MA 02215, U.S.A
| | - R. Ramaswamy
- The Simons Center for Systems Biology, Institute for Advanced Study, Princeton NJ 08540, U.S.A
- School of Information Technology, Jawaharlal Nehru University, New Delhi 110 067, India
| | - C. Delisi
- Biomedical Engineering, Boston University, 44 Cummington Street, Boston, MA 02215, U.S.A
| | - G. Bhanot
- Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, U.S.A
- The Simons Center for Systems Biology, Institute for Advanced Study, Princeton NJ 08540, U.S.A
- Biomedical Engineering, Boston University, 44 Cummington Street, Boston, MA 02215, U.S.A
- Department of Biomedical Engineering and BioMaPS Institute, Rutgers University, Piscataway, NJ 08854
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Lobbardi R, Pinder J, Martinez-Pastor B, Theodorou M, Blackburn JS, Abraham BJ, Namiki Y, Mansour M, Abdelfattah NS, Molodtsov A, Alexe G, Toiber D, de Waard M, Jain E, Boukhali M, Lion M, Bhere D, Shah K, Gutierrez A, Stegmaier K, Silverman LB, Sadreyev RI, Asara JM, Oettinger MA, Haas W, Look AT, Young RA, Mostoslavsky R, Dellaire G, Langenau DM. TOX Regulates Growth, DNA Repair, and Genomic Instability in T-cell Acute Lymphoblastic Leukemia. Cancer Discov 2017; 7:1336-1353. [PMID: 28974511 DOI: 10.1158/2159-8290.cd-17-0267] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 06/07/2017] [Accepted: 09/07/2017] [Indexed: 01/03/2023]
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive malignancy of thymocytes. Using a transgenic screen in zebrafish, thymocyte selection-associated high mobility group box protein (TOX) was uncovered as a collaborating oncogenic driver that accelerated T-ALL onset by expanding the initiating pool of transformed clones and elevating genomic instability. TOX is highly expressed in a majority of human T-ALL and is required for proliferation and continued xenograft growth in mice. Using a wide array of functional analyses, we uncovered that TOX binds directly to KU70/80 and suppresses recruitment of this complex to DNA breaks to inhibit nonhomologous end joining (NHEJ) repair. Impaired NHEJ is well known to cause genomic instability, including development of T-cell malignancies in KU70- and KU80-deficient mice. Collectively, our work has uncovered important roles for TOX in regulating NHEJ by elevating genomic instability during leukemia initiation and sustaining leukemic cell proliferation following transformation.Significance: TOX is an HMG box-containing protein that has important roles in T-ALL initiation and maintenance. TOX inhibits the recruitment of KU70/KU80 to DNA breaks, thereby inhibiting NHEJ repair. Thus, TOX is likely a dominant oncogenic driver in a large fraction of human T-ALL and enhances genomic instability. Cancer Discov; 7(11); 1336-53. ©2017 AACR.This article is highlighted in the In This Issue feature, p. 1201.
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Affiliation(s)
- Riadh Lobbardi
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.,Harvard Stem Cell Institute, Cambridge, Massachusetts
| | - Jordan Pinder
- Departments of Pathology and Biochemistry and Molecular Biology, Dalhousie University, Halifax, Nova Scotia, Canada.,Beatrice Hunter Cancer Research Institute, Halifax, Nova Scotia, Canada
| | | | - Marina Theodorou
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.,Harvard Stem Cell Institute, Cambridge, Massachusetts
| | | | - Brian J Abraham
- Whitehead Institute for Biomedical Research, Cambridge, Massachusetts
| | - Yuka Namiki
- Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Marc Mansour
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Department of Haematology, UCL Cancer Institute, University College London, London, United Kingdom
| | - Nouran S Abdelfattah
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts
| | - Aleksey Molodtsov
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Debra Toiber
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.,Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Manon de Waard
- Institute of Biology Leiden, University of Leiden, Leiden, the Netherlands
| | - Esha Jain
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts.,Center for Regenerative Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Myriam Boukhali
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts
| | - Mattia Lion
- Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Deepak Bhere
- Center for Stem Cell Therapeutics and Imaging, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Khalid Shah
- Center for Stem Cell Therapeutics and Imaging, Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Alejandro Gutierrez
- Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts.,Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Lewis B Silverman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Pediatric Hematology-Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Ruslan I Sadreyev
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts.,Center for Regenerative Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - John M Asara
- Division of Signal Transduction, Beth Israel Deaconess Medical Center and Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Marjorie A Oettinger
- Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Wilhelm Haas
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts
| | - A Thomas Look
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Cambridge, Massachusetts
| | - Raul Mostoslavsky
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.,Center for Regenerative Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Graham Dellaire
- Departments of Pathology and Biochemistry and Molecular Biology, Dalhousie University, Halifax, Nova Scotia, Canada.,Beatrice Hunter Cancer Research Institute, Halifax, Nova Scotia, Canada
| | - David M Langenau
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts. .,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.,Harvard Stem Cell Institute, Cambridge, Massachusetts.,Center for Regenerative Medicine, Massachusetts General Hospital, Boston, Massachusetts
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Balboni AL, Stolte B, Conway AS, Alexe G, Wang EJ, Kwiatkowski N, Zhang T, Abraham BJ, Kalev P, Chowdhury D, Benes CH, Young RA, Gray NS, Stegmaier K. Abstract 1118: Synthetic lethality of CDK12 inhibition in tumors with EWS/FLI rearrangements. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1118] [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
THZ1 is a potent, covalent inhibitor of the transcriptional CDKs, CDK7/12/13. Chemical genomic profiling of THZ1 across >1,000 diverse cancer cell lines revealed that EWS/FLI- rearranged Ewing sarcoma cells were remarkably sensitive to this molecule. We demonstrated that THZ1 inhibits the phosphorylation of the C-terminal domain of RNA Polymerase II, decreased colony formation capacity, and induced apoptosis in a dose-dependent manner in Ewing sarcoma cell lines. Using selective CDK7 and CDK12/13 inhibitors, we revealed that the primary target of THZ1 in Ewing sarcoma is CDK12/13. Genetic suppression of CDK12, but not CDK13, induced strong anti-viability effects, confirming CDK12 as the primary target. Treatment of Ewing sarcoma cell lines with THZ531, a novel CDK12/13 selective inhibitor, preferentially repressed genes involved in DNA damage repair. Additionally, suppression of EWS/FLI rendered Ewing sarcoma cells resistant to THZ531 and partially rescued the anti-viability effects of CDK12 knockdown. These results suggest that EWS/FLI imparts vulnerability to DNA damage repair inhibition and implicate a synthetic lethal relationship between the tumor-specific expression of EWS/FLI and CDK12 inhibition. Furthermore, we demonstrated that CDK12 and PARP inhibitors are highly synergistic in vitro, inducing widespread yH2AX foci formation. Interestingly, THZ531 impairs the ability of the PARP inhibitor, olaparib, to induce RAD51 foci formation, suggesting that THZ531 specifically causes a defect in homologous recombination repair. Moreover, we observed striking synergy of THZ1 and olaparib in two mouse models of Ewing sarcoma with limited toxicity observed. These findings have important translational significance as clinical trials with PARP inhibitors as single agents in Ewing sarcoma failed to demonstrate efficacy, highlighting the need to identify combination therapies that will enhance the activity of PARP inhibition. We anticipate that CDK12 and PARP inhibitor combinations will be of therapeutic interest in other ETS-rearranged tumors, as well as tumors with defects in DNA repair.
Citation Format: Amanda L. Balboni, Bjorn Stolte, Amy Saur Conway, Gabriela Alexe, Emily Jue Wang, Nicholas Kwiatkowski, Tinghu Zhang, Brian J. Abraham, Peter Kalev, Dipanjan Chowdhury, Cyril H. Benes, Richard A. Young, Nathanael S. Gray, Kimberly Stegmaier. Synthetic lethality of CDK12 inhibition in tumors with EWS/FLI rearrangements [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1118. doi:10.1158/1538-7445.AM2017-1118
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Mohr S, Doebele C, Comoglio F, Berg T, Beck J, Bohnenberger H, Alexe G, Corso J, Ströbel P, Wachter A, Beissbarth T, Schnütgen F, Cremer A, Haetscher N, Göllner S, Rouhi A, Palmqvist L, Rieger MA, Schroeder T, Bönig H, Müller-Tidow C, Kuchenbauer F, Schütz E, Green AR, Urlaub H, Stegmaier K, Humphries RK, Serve H, Oellerich T. Hoxa9 and Meis1 Cooperatively Induce Addiction to Syk Signaling by Suppressing miR-146a in Acute Myeloid Leukemia. Cancer Cell 2017; 31:549-562.e11. [PMID: 28399410 PMCID: PMC5389883 DOI: 10.1016/j.ccell.2017.03.001] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2016] [Revised: 01/09/2017] [Accepted: 03/03/2017] [Indexed: 01/02/2023]
Abstract
The transcription factor Meis1 drives myeloid leukemogenesis in the context of Hox gene overexpression but is currently considered undruggable. We therefore investigated whether myeloid progenitor cells transformed by Hoxa9 and Meis1 become addicted to targetable signaling pathways. A comprehensive (phospho)proteomic analysis revealed that Meis1 increased Syk protein expression and activity. Syk upregulation occurs through a Meis1-dependent feedback loop. By dissecting this loop, we show that Syk is a direct target of miR-146a, whose expression is indirectly regulated by Meis1 through the transcription factor PU.1. In the context of Hoxa9 overexpression, Syk signaling induces Meis1, recapitulating several leukemogenic features of Hoxa9/Meis1-driven leukemia. Finally, Syk inhibition disrupts the identified regulatory loop, prolonging survival of mice with Hoxa9/Meis1-driven leukemia.
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Affiliation(s)
- Sebastian Mohr
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
| | - Carmen Doebele
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
| | - Federico Comoglio
- Department of Haematology, University of Cambridge, Hills Road, Cambridge CB2 0XY, UK; Cambridge Institute for Medical Research, Wellcome Trust/MRC Stem Cell Institute, Cambridge CB2 0XY, UK
| | - Tobias Berg
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany; German Cancer Research Center and German Cancer Consortium, 69120 Heidelberg, Germany
| | - Julia Beck
- Chronix Biomedical, Goetheallee 8, 37073 Göttingen, Germany
| | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straße 40, 37073 Göttingen, Germany
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA 02115, USA; Broad Institute, Cambridge, MA 02142, USA
| | - Jasmin Corso
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straße 40, 37073 Göttingen, Germany
| | - Astrid Wachter
- Institute of Medical Statistics, University Medical Center Göttingen, Humboldtallee 32, 37073 Göttingen, Germany
| | - Tim Beissbarth
- Institute of Medical Statistics, University Medical Center Göttingen, Humboldtallee 32, 37073 Göttingen, Germany
| | - Frank Schnütgen
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
| | - Anjali Cremer
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
| | - Nadine Haetscher
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
| | - Stefanie Göllner
- Department of Hematology and Oncology, University of Halle, Ernst-Grube-Street 40, 06120 Halle, Germany
| | - Arefeh Rouhi
- Department of Internal Medicine III, University Hospital of Ulm, Albert-Einstein-Allee 23, 89081 Ulm, Germany
| | - Lars Palmqvist
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Su sahlgrenska, 41345 Gothenburg, Sweden
| | - Michael A Rieger
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany; German Cancer Research Center and German Cancer Consortium, 69120 Heidelberg, Germany
| | - Timm Schroeder
- Department of Biosystems Science and Engineering, Eidgenössische Technische Hochschule (ETH) Zurich, 4058 Basel, Switzerland
| | - Halvard Bönig
- Institute for Transfusion Medicine and Immunohematology, Goethe University, Sandhofstraße 1, 60590 Frankfurt, Germany
| | - Carsten Müller-Tidow
- Department of Hematology and Oncology, University of Halle, Ernst-Grube-Street 40, 06120 Halle, Germany
| | - Florian Kuchenbauer
- Department of Internal Medicine III, University Hospital of Ulm, Albert-Einstein-Allee 23, 89081 Ulm, Germany
| | | | - Anthony R Green
- Department of Haematology, University of Cambridge, Hills Road, Cambridge CB2 0XY, UK; Cambridge Institute for Medical Research, Wellcome Trust/MRC Stem Cell Institute, Cambridge CB2 0XY, UK
| | - Henning Urlaub
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany; Bioanalytics, Georg August University, Robert-Koch-Straße 40, 37073 Göttingen, Germany
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA 02115, USA; Broad Institute, Cambridge, MA 02142, USA
| | - R Keith Humphries
- Terry Fox Laboratory, British Columbia Cancer Agency, 675 West 10th Avenue, Vancouver, BC V5Z 1L3, Canada; Department of Medicine, University of British Columbia, Vancouver, BC V5Z 1M9, Canada
| | - Hubert Serve
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany; German Cancer Research Center and German Cancer Consortium, 69120 Heidelberg, Germany
| | - Thomas Oellerich
- Department of Medicine II, Hematology/Oncology, Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany; Department of Haematology, University of Cambridge, Hills Road, Cambridge CB2 0XY, UK; Cambridge Institute for Medical Research, Wellcome Trust/MRC Stem Cell Institute, Cambridge CB2 0XY, UK; German Cancer Research Center and German Cancer Consortium, 69120 Heidelberg, Germany.
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40
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Pikman Y, Alexe G, Roti G, Conway AS, Furman A, Lee ES, Place AE, Kim S, Saran C, Modiste R, Weinstock DM, Harris M, Kung AL, Silverman LB, Stegmaier K. Synergistic Drug Combinations with a CDK4/6 Inhibitor in T-cell Acute Lymphoblastic Leukemia. Clin Cancer Res 2016; 23:1012-1024. [PMID: 28151717 DOI: 10.1158/1078-0432.ccr-15-2869] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Revised: 09/20/2016] [Accepted: 10/13/2016] [Indexed: 12/30/2022]
Abstract
Purpose: Although significant progress has been made in the treatment of T-cell acute lymphoblastic leukemia (T-ALL), many patients will require additional therapy for relapsed/refractory disease. Cyclin D3 (CCND3) and CDK6 are highly expressed in T-ALL and have been effectively targeted in mutant NOTCH1-driven mouse models of this disease with a CDK4/6 small-molecule inhibitor. Combination therapy, however, will be needed for the successful treatment of human disease.Experimental Design: We performed preclinical drug testing using a panel of T-ALL cell lines first with LEE011, a CDK4/6 inhibitor, and next with the combination of LEE011 with a panel of drugs relevant to T-ALL treatment. We then tested the combination of LEE011 with dexamethasone or everolimus in three orthotopic mouse models and measured on-target drug activity.Results: We first determined that both NOTCH1-mutant and wild-type T-ALL are highly sensitive to pharmacologic inhibition of CDK4/6 when wild-type RB is expressed. Next, we determined that CDK4/6 inhibitors are antagonistic when used either concurrently or in sequence with many of the drugs used to treat relapsed T-ALL (methotrexate, mercaptopurine, asparaginase, and doxorubicin) but are synergistic with glucocorticoids, an mTOR inhibitor, and gamma secretase inhibitor. The combinations of LEE011 with the glucocorticoid dexamethasone or the mTOR inhibitor everolimus were tested in vivo and prolonged survival in three orthotopic mouse models of T-ALL. On-target activity was measured in peripheral blood and tissue of treated mice.Conclusions: We conclude that LEE011 is active in T-ALL and that combination therapy with corticosteroids and/or mTOR inhibitors warrants further investigation. Clin Cancer Res; 23(4); 1012-24. ©2016 AACRSee related commentary by Carroll et al., p. 873.
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Affiliation(s)
- Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts.,Bioinformatics Graduate Program, Boston University, Boston, Massachusetts
| | - Giovanni Roti
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Amy Saur Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Andrew Furman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Emily S Lee
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Andrew E Place
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Sunkyu Kim
- Novartis Institutes for BioMedical Research, Inc., Cambridge, Massachusetts
| | - Chitra Saran
- Novartis Institutes for BioMedical Research, Inc., Cambridge, Massachusetts
| | - Rebecca Modiste
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - David M Weinstock
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Marian Harris
- Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
| | - Andrew L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lewis B Silverman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts. .,Division of Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts.,Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts
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Boros K, Puissant A, Back M, Alexe G, Bassil CF, Sinha P, Tholouli E, Stegmaier K, Byers RJ, Rodig SJ. Increased SYK activity is associated with unfavorable outcome among patients with acute myeloid leukemia. Oncotarget 2016; 6:25575-87. [PMID: 26315286 PMCID: PMC4694851 DOI: 10.18632/oncotarget.4669] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [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: 06/17/2015] [Accepted: 07/29/2015] [Indexed: 01/19/2023] Open
Abstract
Recent discoveries have led to the testing of novel targeted therapies for the treatment of acute myeloid leukemia (AML). To better inform the results of clinical trials, there is a need to identify and systematically assess biomarkers of response and pharmacodynamic markers of successful target engagement. Spleen tyrosine kinase (SYK) is a candidate therapeutic target in AML. Small-molecule inhibitors of SYK induce AML differentiation and impair leukemia progression in preclinical studies. However, tools to predict response to SYK inhibition and to routinely evaluate SYK activation in primary patient samples have been lacking. In this study we quantified phosphorylated SYK (P-SYK) in AML cell lines and establish that increasing levels of baseline P-SYK are correlated with an increasing sensitivity to small-molecule inhibitors targeting SYK. In addition, we found that pharmacological inhibition of SYK activity extinguishes P-SYK expression as detected by an immunohistochemical (IHC) test. Quantitative analysis of P-SYK expression by the IHC test in a series of 70 primary bone marrow biopsy specimens revealed a spectrum of P-SYK expression across AML cases and that high P-SYK expression is associated with unfavourable outcome independent of age, cytogenetics, and white blood cell count. This study thus establishes P-SYK as a critical biomarker in AML that identifies tumors sensitive to SYK inhibition, identifies an at-risk patient population, and allows for the monitoring of target inhibition during treatment.
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Affiliation(s)
- Katalin Boros
- Department of Histopathology, Manchester Royal Infirmary, Manchester, UK
| | - Alexandre Puissant
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA.,INSERM U1065, Team 2, C3M, Nice, France
| | - Morgan Back
- The Medical School, The University of Manchester, Manchester, UK
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Christopher F Bassil
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Papiya Sinha
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Eleni Tholouli
- Department of Haematology, Manchester Royal Infirmary, Manchester, UK
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Richard J Byers
- Institute of Cancer Sciences, The University of Manchester, Manchester, UK
| | - Scott J Rodig
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
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Balboni A, Stolte B, Kalev P, Kwiatkowski N, Zhang T, Abraham B, Alexe G, Chowdhury D, Young RA, Gray NS, Stegmaier K. Abstract 2441: CDK12/13 inhibition cooperates with the Ewing sarcoma oncoprotein EWS/FLI to attenuate homologous recombination repair in Ewing sarcoma cells. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-2441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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
A therapeutic challenge in pediatric oncology is the paucity of readily “druggable” genetic events in many of the childhood malignancies. These tumors are frequently defined by sentinel abnormalities involving transcription factors in an otherwise quiet genomic landscape. One approach to treating these tumors would involve direct targeting of the aberrant transcription factor; however, this is a drug discovery challenge. A second approach would be to identify synthetic lethal relationships in the context of the aberrant transcription factor. THZ1, a covalent and potent inhibitor of CDK7, CDK12, and CDK13, kinases involved in transcriptional regulation, recently emerged as a targeted strategy to impair aberrant transcription. Extensive profiling of THZ1 against a diverse panel of >1,000 cancer cell lines revealed that the pediatric solid tumor, Ewing sarcoma, was exceptionally sensitive to this compound. We found that the anti-proliferative effects of THZ1 in Ewing sarcoma can be attributed primarily to CDK12/13 inhibition. Treatment of Ewing sarcoma cells with THZ531, a covalent and selective CDK12/13 inhibitor, decreased the phosphorylation of the C-terminal domain of RNA polymerase II, induced apoptosis, and markedly decreased colony formation capacity of Ewing sarcoma cell lines. In contrast, treatment with a selective CDK7 inhibitor had minimal effect. EWS/FLI is the transcription factor fusion protein that typically drives tumor establishment and maintenance in Ewing sarcoma tumors. Based on prior reports of this compound class inhibiting a small subset of highly expressed genes critical to tumor maintenance, we expected that these inhibitors would disrupt oncogenic EWS/FLI-driven transcription as the mechanism of inducing cell death. Surprisingly, however, global gene expression profiling revealed that THZ531 did not selectively repress EWS/FLI or EWS/FLI target genes. Rather, we observed that THZ531 preferentially repressed genes involved in DNA damage repair. Consistent with this finding, we found that THZ531 induced defects in DNA damage repair and highly synergized with DNA damaging agents that induce lesions repaired by homologous recombination (HR). Furthermore, we found that suppression of EWS/FLI attenuated sensitivity to THZ531 and the PARP inhibitor olaparib and abrogated synergy observed with this drug combination. Thus, we conclude that EWS/FLI establishes tumor cell synthetic lethality to CDK12/13 inhibitors by imparting sensitivity to DNA repair defects. This work establishes a novel mechanism of action of CDK12/13 inhibitors and gives further credence to the role of EWS/FLI in DNA damage response. Ongoing work is dedicated to the in vivo testing of THZ1 alone, and in combination with olaparib, as a novel targeted therapy for the treatment of Ewing sarcoma.
Citation Format: Amanda Balboni, Björn Stolte, Peter Kalev, Nicholas Kwiatkowski, Tinghu Zhang, Brian Abraham, Gabriela Alexe, Dipanjan Chowdhury, Richard A. Young, Nathanael S. Gray, Kimberly Stegmaier. CDK12/13 inhibition cooperates with the Ewing sarcoma oncoprotein EWS/FLI to attenuate homologous recombination repair in Ewing sarcoma cells. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2441.
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Affiliation(s)
| | | | - Peter Kalev
- 1Dana-Farber Cancer Institute, Brookline, MA
| | | | | | - Brian Abraham
- 2The Whitehead Institute for Biomedical Research, Cambridge, MA
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Lobbardi R, Pinder J, Martinez-Pastor B, Blackburn J, Abraham BJ, Mansour M, Abdelfattah NS, Molodtsov A, Alexe G, Toiber D, de Waard M, Jain E, Bhere D, Shah K, Gutierrez A, Stegmaier K, Silverman LB, Sadreyev R, Asara J, Look AT, Young RA, Mostoslavsky R, Dellaire G, Langenau DM. Abstract 3583: Thymocyte selection-associated HMG box protein (TOX) induces genomic instability in T-cell acute lymphoblastic leukemia. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-3583] [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
MYC and NOTCH are major oncogenic drivers in T-cell Acute Lymphoblastic Leukemia (T-ALL), yet additional collaborating genetic lesions collaborate to induce frank malignancy. To identify these factors, a large-scale transgenic screen was completed where 28 amplified and over-expressed genes found in human T-ALL were assessed for accelerating leukemia onset in the zebrafish transgenic model. From this analysis, Thymocyte selection-associated HMG protein (TOX) synergized with both MYC and NOTCH to induce T-ALL. Here, we show that TOX is highly expressed in 95% of human primary and relapse T-ALL when compared with both normal T cells and B-ALL. TOX is highly and specifically expressed in human T-ALL due to both genomic amplification and transcriptional regulation by the master transcription factors MYB/LMO2. Characterization of zebrafish T-ALLs revealed that TOX promoted genomic instability as assessed by changes in DNA content and Whole Genome Sequencing. Effects on genomic instability were confirmed by metaphase spread following TOX expression in MEF cells, confirming roles for TOX in regulating genomic instability and elevated DNA translocation potential in a wider range of cell types. To identify TOX binding partners, Tandem Mass Spectrometry was performed in human T-ALL cells. TOX was found to interact with KU70/KU80 but not other DNA repair enzymes, a result verified by co-immunoprecipitation studies. Given that TOX elevated genomic instability in the zebrafish model, that Ku70 or Ku80 loss lead to genomic instability and T cell lymphoma in mice, and that TOX bound specifically to KU70/KU80 - the initiating factors required for Non-Homologous End Joining (NHEJ) repair - we hypothesized that TOX is a negative regulator of double-strand break repair. Fluorescent repair assays were completed in 3T3 fibroblasts and confirmed that TOX inhibits NHEJ. Dynamic real-time imaging studies showed that TOX suppresses recruitment of fluorescent-tagged KU80 to DNA breaks. Importantly, TOX loss of function increased NHEJ in human T-ALL cells and reduced time to DNA repair as assessed by fluorescent Traffic Light Reporter assays and quantitative assessment of 53BP1 and γH2A.X foci resolution following irradiation. Our results show that TOX is aberrantly re-activated in 95% of human T-ALL, thereby suppressing KU70/KU80 function to promote genomic instability and ultimately elevating rates at which acquired mutations and rearrangements are amassed in developing pre-malignant T cells. Our work shows that TOX is the major oncogenic driver of genomic instability human T-ALL and locks cells in a constant state of dampened repair.
Citation Format: Riadh Lobbardi, Jordan Pinder, Barbara Martinez-Pastor, Jessica Blackburn, Brian J. Abraham, Marc Mansour, Nouran S. Abdelfattah, Aleksey Molodtsov, Gabriela Alexe, Debra Toiber, Manon de Waard, Esha Jain, Deepak Bhere, Khalid Shah, Alejandro Gutierrez, Kimberly Stegmaier, Lewis B. Silverman, Ruslan Sadreyev, John Asara, A Thomas Look, Richard A. Young, Raul Mostoslavsky, Graham Dellaire, David M. Langenau. Thymocyte selection-associated HMG box protein (TOX) induces genomic instability in T-cell acute lymphoblastic leukemia. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 3583.
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Affiliation(s)
| | - Jordan Pinder
- 2Departments of Pathology and Biochemistry and Molecular Biology, Dalhousie University, Halifax, Nova Scotia, Canada
| | | | | | | | - Marc Mansour
- 5Department of Haematology, UCL Cancer Institute, University College London, London, United Kingdom
| | | | | | - Gabriela Alexe
- 6Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Debra Toiber
- 7Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | | | - Esha Jain
- 9Centre of Regenerative Medicine, Massachusetts General Hospital, Boston, MA
| | - Deepak Bhere
- 10Molecular Neurotherapy and Imaging Laboratory, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Khalid Shah
- 10Molecular Neurotherapy and Imaging Laboratory, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - Kimberly Stegmaier
- 6Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Lewis B. Silverman
- 6Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Ruslan Sadreyev
- 12Department of Molecular Biology, Massachusetts General Hospital, Boston, MA
| | - John Asara
- 13Division of Signal Transduction, Beth Israel Deaconess Medical Center and Department of Medicine, Harvard Medical School, Boston, MA
| | - A Thomas Look
- 14Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | - Raul Mostoslavsky
- 3Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Graham Dellaire
- 15Departments of Pathology and Biochemistry and Molecular Biology; Dalhousie University, Halifax, Nova Scotia, Canada
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Pikman Y, Puissant A, Alexe G, Furman A, Chen LM, Frumm SM, Ross L, Fenouille N, Bassil CF, Lewis CA, Ramos A, Gould J, Stone RM, DeAngelo DJ, Galinsky I, Clish CB, Kung AL, Hemann MT, Vander Heiden MG, Banerji V, Stegmaier K. Targeting MTHFD2 in acute myeloid leukemia. J Biophys Biochem Cytol 2016. [DOI: 10.1083/jcb.2141oia135] [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: 11/22/2022] Open
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45
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Pikman Y, Puissant A, Alexe G, Furman A, Chen LM, Frumm SM, Ross L, Fenouille N, Bassil CF, Lewis CA, Ramos A, Gould J, Stone RM, DeAngelo DJ, Galinsky I, Clish CB, Kung AL, Hemann MT, Vander Heiden MG, Banerji V, Stegmaier K. Targeting MTHFD2 in acute myeloid leukemia. J Exp Med 2016; 213:1285-306. [PMID: 27325891 PMCID: PMC4925018 DOI: 10.1084/jem.20151574] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 05/09/2016] [Indexed: 12/31/2022] Open
Abstract
Drugs targeting metabolism have formed the backbone of therapy for some cancers. We sought to identify new such targets in acute myeloid leukemia (AML). The one-carbon folate pathway, specifically methylenetetrahydrofolate dehydrogenase-cyclohydrolase 2 (MTHFD2), emerged as a top candidate in our analyses. MTHFD2 is the most differentially expressed metabolic enzyme in cancer versus normal cells. Knockdown of MTHFD2 in AML cells decreased growth, induced differentiation, and impaired colony formation in primary AML blasts. In human xenograft and MLL-AF9 mouse leukemia models, MTHFD2 suppression decreased leukemia burden and prolonged survival. Based upon primary patient AML data and functional genomic screening, we determined that FLT3-ITD is a biomarker of response to MTHFD2 suppression. Mechanistically, MYC regulates the expression of MTHFD2, and MTHFD2 knockdown suppresses the TCA cycle. This study supports the therapeutic targeting of MTHFD2 in AML.
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Affiliation(s)
- Yana Pikman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215
| | - Alexandre Puissant
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215 Institut National de la Santé et de la Recherche Medicale U1065, Team 2, C3M, 06204 Nice, France
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215 Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142 Bioinformatics Graduate Program, Boston University, Boston, MA 02215
| | - Andrew Furman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215
| | - Liying M Chen
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215
| | - Stacey M Frumm
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215
| | - Linda Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215
| | - Nina Fenouille
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142
| | - Christopher F Bassil
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215
| | - Caroline A Lewis
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142
| | - Azucena Ramos
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142
| | - Joshua Gould
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142
| | - Richard M Stone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215
| | - Daniel J DeAngelo
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215
| | - Ilene Galinsky
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215
| | - Clary B Clish
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142
| | - Andrew L Kung
- Department of Pediatrics, Columbia University Medical Center, New York, NY 10032
| | - Michael T Hemann
- Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142
| | - Matthew G Vander Heiden
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142 Koch Institute for Integrative Cancer Research at Massachusetts Institute of Technology, Massachusetts Institute of Technology, Cambridge, MA 02142
| | - Versha Banerji
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215 Research Institute of Oncology and Hematology at CancerCare Manitoba and the University of Manitoba, Winnipeg R3E OV9, Manitoba, Canada
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215 Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215 Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142
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Kim JW, Botvinnik OB, Abudayyeh O, Birger C, Rosenbluh J, Shrestha Y, Abazeed ME, Hammerman PS, DiCara D, Konieczkowski DJ, Johannessen CM, Liberzon A, Alizad-Rahvar AR, Alexe G, Aguirre A, Ghandi M, Greulich H, Vazquez F, Weir BA, Van Allen EM, Tsherniak A, Shao DD, Zack TI, Noble M, Getz G, Beroukhim R, Garraway LA, Ardakani M, Romualdi C, Sales G, Barbie DA, Boehm JS, Hahn WC, Mesirov JP, Tamayo P. Characterizing genomic alterations in cancer by complementary functional associations. Nat Biotechnol 2016; 34:539-46. [PMID: 27088724 PMCID: PMC4868596 DOI: 10.1038/nbt.3527] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2015] [Accepted: 03/03/2016] [Indexed: 12/18/2022]
Abstract
Systematic efforts to sequence the cancer genome have identified large numbers of relevant mutations and copy number alterations in human cancers; however, elucidating their functional consequences, and their interactions to drive or maintain oncogenic states, is still a significant challenge. Here we introduce REVEALER, a computational method that identifies combinations of mutually exclusive genomic alterations correlated with functional phenotypes, such as the activation or gene-dependency of oncogenic pathways or the sensitivity to a drug treatment. We use REVEALER to uncover complementary genomic alterations associated with the transcriptional activation of β-catenin and NRF2, MEK-inhibitor sensitivity, and KRAS dependency. REVEALER successfully identified both known and new associations demonstrating the power of combining functional profiles with extensive characterization of genomic alterations in cancer genomes.
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Affiliation(s)
- Jong Wook Kim
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Olga B Botvinnik
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Bioinformatics and Systems Biology Program, University of California at San Diego, La Jolla, California, USA.,Department of Cellular and Molecular Medicine, University of California at San Diego, La Jolla, California, USA.,Stem Cell Program and Institute for Genomic Medicine, University of California at San Diego, La Jolla, California, USA
| | - Omar Abudayyeh
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Chet Birger
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Joseph Rosenbluh
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Yashaswi Shrestha
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Mohamed E Abazeed
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Radiation Oncology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Peter S Hammerman
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Department of Medicine, Dana Farber Cancer Institute, Boston, Massachusetts, USA
| | - Daniel DiCara
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - David J Konieczkowski
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Cory M Johannessen
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Arthur Liberzon
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Amir Reza Alizad-Rahvar
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Gabriela Alexe
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Boston Children's Hospital, Boston, Massachusetts, USA.,Bioinformatics Graduate Program, Boston University, Boston, Massachusetts, USA
| | - Andrew Aguirre
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Mahmoud Ghandi
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Heidi Greulich
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Francisca Vazquez
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Barbara A Weir
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Eliezer M Van Allen
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Aviad Tsherniak
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Diane D Shao
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Travis I Zack
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Program in Biophysics, Harvard University, Boston, Massachusetts, USA
| | - Michael Noble
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Gad Getz
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Rameen Beroukhim
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Program in Biophysics, Harvard University, Boston, Massachusetts, USA
| | - Levi A Garraway
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Masoud Ardakani
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada
| | | | - Gabriele Sales
- Department of Biology, University of Padova, Padova, Italy
| | - David A Barbie
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Jesse S Boehm
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - William C Hahn
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Jill P Mesirov
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medicine, University of California San Diego, La Jolla, California, USA.,Moores Cancer Center, University of California San Diego, La Jolla, California, USA
| | - Pablo Tamayo
- Eli and Edythe Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.,Department of Medicine, University of California San Diego, La Jolla, California, USA.,Moores Cancer Center, University of California San Diego, La Jolla, California, USA
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Ganesan S, Alexe G, Hirshfield KM, Yao M, Bhanot G, Deborah T. Abstract P5-04-10: Characterization of the immune infiltrate in HER2+ breast cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.sabcs14-p5-04-10] [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
A subset of HER2+ breast cancer is characterized by high expression of lymphocyte-associated genes and the presence of a robust, histologically apparent, lymphocytic infiltrate. The presence of an immune signature and lymphocytic infiltration is associated with improved outcome, and may be a marker of improved response to trastuzumab-based therapy. The relationship of the immune signature in these cancers to the biology and functional status of the lymphocyte subsets present in the tumor microenvironment remain unclear. To better characterize the immune microenvironment of HER2+ cancers, we have analyzed paired RNA sequencing data and histologic image data from The Cancer Genome Atlas. We have confirmed the presence of a strong immune signature in a subset of HER2+ breast cancers that is correlated with the presence of a robust lymphocytic infiltrate. Immuno-phenotyping of the lymphocytic infiltrate was performed on an independent set of HER2+ breast cancers from the Rutgers Cancer Institute of New Jersey. CD8+ T-cells and macrophages are a significant component of the immune infiltrate in these cancers. Interestingly, CD20+ B-cells were also present in the tumor stroma as large aggregates whose organization is suggestive of the presence of ectopic germinal centers. The relationship of lymphocyte subsets present in HER2+ breast cancer, immunoglobulin subtypes expressed and correlation with immune checkpoint protein expression will be presented. The composition of the immune infiltrate and its organization into ectopic germinal centers may give new insight into the role of the immune microenvironment in the development of HER2+ breast cancer and the response to trastuzumab.
Citation Format: Shridar Ganesan, Gabriela Alexe, Kim M Hirshfield, Ming Yao, Gyan Bhanot, Toppmeyer Deborah. Characterization of the immune infiltrate in HER2+ breast cancer [abstract]. In: Proceedings of the Thirty-Seventh Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2014 Dec 9-13; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2015;75(9 Suppl):Abstract nr P5-04-10.
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Affiliation(s)
| | | | | | - Ming Yao
- 2Rutgers Cancer Institute of New Jersey
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48
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Marques Howarth M, Simpson D, Ngok SP, Nieves B, Chen R, Siprashvili Z, Vaka D, Breese MR, Crompton BD, Alexe G, Hawkins DS, Jacobson D, Brunner AL, West R, Mora J, Stegmaier K, Khavari P, Sweet-Cordero EA. Long noncoding RNA EWSAT1-mediated gene repression facilitates Ewing sarcoma oncogenesis. J Clin Invest 2014; 124:5275-90. [PMID: 25401475 DOI: 10.1172/jci72124] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Accepted: 10/09/2014] [Indexed: 12/23/2022] Open
Abstract
Chromosomal translocation that results in fusion of the genes encoding RNA-binding protein EWS and transcription factor FLI1 (EWS-FLI1) is pathognomonic for Ewing sarcoma. EWS-FLI1 alters gene expression through mechanisms that are not completely understood. We performed RNA sequencing (RNAseq) analysis on primary pediatric human mesenchymal progenitor cells (pMPCs) expressing EWS-FLI1 in order to identify gene targets of this oncoprotein. We determined that long noncoding RNA-277 (Ewing sarcoma-associated transcript 1 [EWSAT1]) is upregulated by EWS-FLI1 in pMPCs. Inhibition of EWSAT1 expression diminished the ability of Ewing sarcoma cell lines to proliferate and form colonies in soft agar, whereas EWSAT1 inhibition had no effect on other cell types tested. Expression of EWS-FLI1 and EWSAT1 repressed gene expression, and a substantial fraction of targets that were repressed by EWS-FLI1 were also repressed by EWSAT1. Analysis of RNAseq data from primary human Ewing sarcoma further supported a role for EWSAT1 in mediating gene repression. We identified heterogeneous nuclear ribonucleoprotein (HNRNPK) as an RNA-binding protein that interacts with EWSAT1 and found a marked overlap in HNRNPK-repressed genes and those repressed by EWS-FLI1 and EWSAT1, suggesting that HNRNPK participates in EWSAT1-mediated gene repression. Together, our data reveal that EWSAT1 is a downstream target of EWS-FLI1 that facilitates the development of Ewing sarcoma via the repression of target genes.
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MESH Headings
- Cell Line, Tumor
- Cell Transformation, Neoplastic/genetics
- Cell Transformation, Neoplastic/metabolism
- Cell Transformation, Neoplastic/pathology
- Down-Regulation/genetics
- Gene Expression Regulation, Neoplastic
- Heterogeneous-Nuclear Ribonucleoprotein K
- Humans
- Oncogene Proteins, Fusion/biosynthesis
- Oncogene Proteins, Fusion/genetics
- Proto-Oncogene Protein c-fli-1/biosynthesis
- Proto-Oncogene Protein c-fli-1/genetics
- RNA, Long Noncoding/biosynthesis
- RNA, Long Noncoding/genetics
- RNA, Neoplasm/biosynthesis
- RNA, Neoplasm/genetics
- RNA-Binding Protein EWS/biosynthesis
- RNA-Binding Protein EWS/genetics
- Ribonucleoproteins/genetics
- Ribonucleoproteins/metabolism
- Sarcoma, Ewing/genetics
- Sarcoma, Ewing/metabolism
- Sarcoma, Ewing/pathology
- Sequence Analysis, RNA
- Up-Regulation/genetics
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49
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Barbie TU, Alexe G, Aref AR, Li S, Zhu Z, Zhang X, Imamura Y, Thai TC, Huang Y, Bowden M, Herndon J, Cohoon TJ, Fleming T, Tamayo P, Mesirov JP, Ogino S, Wong KK, Ellis MJ, Hahn WC, Barbie DA, Gillanders WE. Targeting an IKBKE cytokine network impairs triple-negative breast cancer growth. J Clin Invest 2014; 124:5411-23. [PMID: 25365225 DOI: 10.1172/jci75661] [Citation(s) in RCA: 121] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 09/30/2014] [Indexed: 12/25/2022] Open
Abstract
Triple-negative breast cancers (TNBCs) are a heterogeneous set of cancers that are defined by the absence of hormone receptor expression and HER2 amplification. Here, we found that inducible IκB kinase-related (IKK-related) kinase IKBKE expression and JAK/STAT pathway activation compose a cytokine signaling network in the immune-activated subset of TNBC. We found that treatment of cultured IKBKE-driven breast cancer cells with CYT387, a potent inhibitor of TBK1/IKBKE and JAK signaling, impairs proliferation, while inhibition of JAK alone does not. CYT387 treatment inhibited activation of both NF-κB and STAT and disrupted expression of the protumorigenic cytokines CCL5 and IL-6 in these IKBKE-driven breast cancer cells. Moreover, in 3D culture models, the addition of CCL5 and IL-6 to the media not only promoted tumor spheroid dispersal but also stimulated proliferation and migration of endothelial cells. Interruption of cytokine signaling by CYT387 in vivo impaired the growth of an IKBKE-driven TNBC cell line and patient-derived xenografts (PDXs). A combination of CYT387 therapy with a MEK inhibitor was particularly effective, abrogating tumor growth and angiogenesis in an aggressive PDX model of TNBC. Together, these findings reveal that IKBKE-associated cytokine signaling promotes tumorigenicity of immune-driven TNBC and identify a potential therapeutic strategy using clinically available compounds.
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50
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Lane AA, Chapuy B, Lin CY, Tivey T, Li H, Townsend E, Bodegom DV, Day TA, Wu SC, Liu H, Yoda A, Alexe G, Schinzel A, Sullivan TJ, Malinge S, Taylor J, Stegmaier K, Jaffe J, Bustin M, Kronnie GT, Izraeli S, Harris M, Stevenson K, Neuberg D, Silverman LB, Sallan SE, Bradner JE, Hahn WC, Crispino JD, Pellman D, Weinstock DM. Abstract 433: Triplication of HMGN1 promotes B cell acute lymphoblastic leukemia (B-ALL) through suppression of H3K27me3. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-433] [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
Our goal is to identify oncogenic loci in regions of recurrent DNA copy number alterations in cancer. Constitutional trisomy 21 (Down syndrome) carries a 20-fold increased risk of B-ALL, and chr.21 gains are the most common acquired aneuploidy in B-ALL. Interstitial amplification in the chr.21q22 region (iAMP21) is also a recurrent finding in B-ALL and carries a poor prognosis. However, the gene(s) on chr.21 responsible for this association remain unclear. We studied the Ts1Rhr mouse, which carries germline triplication of 31 genes homologous to human chr.21q22. Chr.21q22 triplication was sufficient to promote B cell autonomous self-renewal and maturation defects, and cooperated with BCR-ABL or CRLF2 with JAK2 R683G to accelerate leukemogenesis. Chr.21q22 triplication also resulted in histone H3K27 hypomethylation at gene promoters, and the expression signature of triplicated B cells was enriched for genes targeted by polycomb repressor complex 2 (PRC2), which trimethylates H3K27. Thus, chr.21q22 triplication may deregulate B cell development by causing H3K27 hypomethylation at genes critical for progenitor cell growth. In support of this hypothesis, pharmacologic inhibition of PRC2 function was sufficient to confer self-renewal in wild-type B cells, while inhibition of H3K27 demethylases blocked self-renewal induced by chr.21q22 triplication. In three independent B-ALL cohorts, PRC2/H3K27 gene signatures distinguished leukemias with +21 from those without, validating the same biology in human disease. One of the 31 triplicated genes, HMGN1, encodes a nucleosome binding protein known to modulate chromatin structure and facilitate transcriptional activation. When we overexpressed HMGN1 in BaF3 proB cells, H3K27me3 decreased proportionally to the level of overexpression. We next knocked down each of the 31 triplicated genes with lentivirally-expressed shRNAs (5 per gene) and assessed the effects on growth of Ts1Rhr and wild-type primary B cells. Strikingly, Hmgn1 was the top scoring gene and all 5 hairpins targeting Hmgn1 were depleted in the assay. Finally, we studied transgenic mice (HMGN1_OE) that overexpress human HMGN1 (∼2-fold total overexpression). HMGN1_OE mice had a defect in B cell maturation, increased proB colony forming capacity, and a transcriptional signature overlapping with that of triplication of all 31 Ts1Rhr genes. In a bone marrow transplant model driven by BCR-ABL, recipients of HMGN1_OE bone marrow developed B-ALL with decreased latency (median 33 days vs not reached) and increased penetrance (17/18 vs 4/17 mice died by 80 days; leukemia-free survival difference P<0.001) compared to recipients of wild-type bone marrow. These data indicate that HMGN1 is a B-ALL oncogene, and therapies targeting HMGN1 or the downstream effects of HMGN1 overexpression on epigenetic histone modifications may be effective in B-ALL with copy number gains involving chr.21q22.
Citation Format: Andrew A. Lane, Bjoern Chapuy, Charles Y. Lin, Trevor Tivey, Hubo Li, Elizabeth Townsend, Diederik van Bodegom, Tovah A. Day, Shuo-Chieh Wu, Huiyun Liu, Akinori Yoda, Gabriela Alexe, Anna Schinzel, Timothy J. Sullivan, Sebastien Malinge, Jordan Taylor, Kimberly Stegmaier, Jacob Jaffe, Michael Bustin, Geertruy te Kronnie, Shai Izraeli, Marian Harris, Kristen Stevenson, Donna Neuberg, Lewis B. Silverman, Steven E. Sallan, James E. Bradner, William C. Hahn, John D. Crispino, David Pellman, David M. Weinstock. Triplication of HMGN1 promotes B cell acute lymphoblastic leukemia (B-ALL) through suppression of H3K27me3. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 433. doi:10.1158/1538-7445.AM2014-433
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Affiliation(s)
| | | | | | | | - Hubo Li
- 1Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | - Huiyun Liu
- 1Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | | | | | | | | | | | | | - Shai Izraeli
- 6Sheba Medical Center Tel Hashomer and Tel Aviv University, Tel Hashomer, Israel
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