1
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Assatova B, Willim R, Trevisani C, Haskett G, Kariya KM, Chopra K, Park SR, Tolstorukov MY, McCabe SM, Duffy J, Louissaint A, Huuhtanen J, Bhattacharya D, Mustjoki S, Koh MJ, Powers F, Morgan EA, Yang L, Pinckney B, Cotton MJ, Crabbe A, Ziemba JB, Brain I, Heavican-Foral TB, Iqbal J, Nemec R, Rider AB, Ford JG, Koh MJ, Scanlan N, Feith DJ, Loughran TP, Kim WS, Choi J, Roels J, Boehme L, Putteman T, Taghon T, Barnes JA, Johnson PC, Jacobsen ED, Greenberg SA, Weinstock DM, Jain S. KLRG1 Cell Depletion As A Novel Therapeutic Strategy In Patients With Mature T-cell lymphoma Subtypes. Clin Cancer Res 2024:733613. [PMID: 38252421 DOI: 10.1158/1078-0432.ccr-23-3504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 01/02/2024] [Accepted: 01/18/2024] [Indexed: 01/23/2024]
Abstract
PURPOSE Develop a novel therapeutic strategy for patients with subtypes of mature T-cell and NK-cell neoplasms. EXPERIMENTAL DESIGN Primary specimens, cell lines, patient-derived xenograft models, commercially available and proprietary anti-KLRG1 antibodies were used for screening, target, and functional validation. RESULTS Here we demonstrate that surface KLRG1 is highly expressed on tumor cells in subsets of patients with extranodal NK/T-cell lymphoma (ENKTCL), T-prolymphocytic leukemia (T-PLL) and gamma/delta T-cell lymphoma (G/D TCL). The majority of the CD8+/CD57+ or CD3-/CD56+ leukemic cells derived from patients with T- and NK-large granular lymphocytic leukemia (T-LGLL and NK-LGLL) respectively expressed surface KLRG1. The humanized afucosylated anti-KLRG1 monoclonal antibody (mAb208) optimized for mouse in vivo use depleted KLRG1+ TCL cells by mechanisms of ADCC, ADCP and CDC rather than apoptosis. mAb208 induced ADCC and ADCP of T-LGLL patient-derived CD8+/CD57+ cells ex vivo. mAb208 effected ADCC of subsets of healthy donor-derived KLRG1+ NK, CD4+, CD8+ Tem and TemRA cells while sparing KLRG1- naive and CD8+ Tcm cells. Treatment of cell line and TCL patient-derived xenografts with mAb208 or anti-CD47 mAb alone and in combination with the PI3K-δ/γ inhibitor, duvelisib extended survival. The depletion of macrophages in vivo antagonized mAb208 efficacy. CONCLUSIONS Our findings suggest the potential benefit of a broader treatment strategy combining therapeutic antibodies with PI3Ki for the treatment of patients with mature T-cell and NK-cell neoplasms.
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Affiliation(s)
| | - Robert Willim
- Beth Israel Deaconess Medical Center, Boston, MA, United States
| | | | | | | | - Kusha Chopra
- Harvard Medical School, Boston, MA, United States
| | | | | | | | - Jessica Duffy
- Massachusetts General Hospital Cancer Center, Boston, MA, United States
| | | | | | | | | | - Min Jung Koh
- Georgetown University Medical Center, Washington DC, United States
| | - Foster Powers
- Dana-Farber Cancer Institute, Boston, Massachusetts, United States
| | | | - Lei Yang
- The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | | | | | - Andrew Crabbe
- Massachusetts General Hospital, Boston, MA, United States
| | | | - Ian Brain
- Brigham and Women's Hospital, Boston, MA, United States
| | | | - Javeed Iqbal
- University of Nebraska-Lincoln, omaha, NE, United States
| | - Ronald Nemec
- Harvard Medical School, Boston, MA, United States
| | | | | | - Min Ji Koh
- Harvard Medical School, Boston, MA, United States
| | - Nora Scanlan
- Massachusetts General Hospital Cancer Center, Boston, MA, United States
| | - David J Feith
- University of Virginia, Charlottesville, VA, United States
| | | | - Won Seog Kim
- Samsung Medical Center, Seoul, Korea (South), Republic of
| | - Jaehyuk Choi
- Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Juliette Roels
- Genentech, Inc., South San Francisco, California, United States
| | | | | | | | | | | | - Eric D Jacobsen
- Dana-Farber Cancer Institute, Boston, Massachusetts, United States
| | | | | | - Salvia Jain
- Harvard Medical School, Boston, MA, United States
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2
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De Coninck S, De Smedt R, Lintermans B, Reunes L, Kosasih HJ, Reekmans A, Brown LM, Van Roy N, Palhais B, Roels J, Van der Linden M, Van Dorpe J, Ntziachristos P, Van Delft FW, Mansour MR, Pieters T, Lammens T, De Moerloose B, De Bock CE, Goossens S, Van Vlierberghe P. Targeting hyperactive platelet-derived growth factor receptor-β signaling in T-cell acute lymphoblastic leukemia and lymphoma. Haematologica 2023. [PMID: 37941480 DOI: 10.3324/haematol.2023.283981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Indexed: 11/10/2023] Open
Abstract
T cell acute lymphoblastic leukemia (T-ALL) and T cell lymphoblastic lymphoma (T-LBL) are rare aggressive hematological malignancies. Current treatment consists of intensive chemotherapy, leading to 80% overall survival but are associated with severe toxic side effects. Furthermore, 10-20% of patients still die from relapsed or refractory disease providing a strong rationale for more specific, targeted therapeutic strategies with less toxicities. Here, we report a novel MYH9::PDGFRB fusion in a T-LBL patient and demonstrate that this fusion product is constitutively active and sufficient to drive oncogenic transformation in vitro and in vivo. Expanding our analysis more broadly across T-ALL, we found a T-ALL cell line and multiple patient derived xenograft models with PDGFRB hyperactivation in the absence of a fusion, with high PDGFRB expression in TLX3 and HOXA T-ALL molecular subtypes. To target this PDGFRB hyperactivation, we evaluated the therapeutic effects of a selective PDGFRB inhibitor, CP-673451, both in vitro and in vivo and demonstrated sensitivity if the receptor is hyperactivated. Altogether, our work reveals that hyperactivation of PDGFRB is an oncogenic driver in T-ALL/T-LBL and that screening T-ALL/TLBL patients for phosphorylated PDGFRB levels can serve as a biomarker for PDGFRB inhibition as a novel targeted therapeutic strategy in their treatment regimen.
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Affiliation(s)
- Stien De Coninck
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent
| | - Renate De Smedt
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent
| | - Beatrice Lintermans
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent
| | - Lindy Reunes
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent
| | - Hansen J Kosasih
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, NSW, Australia; School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW
| | - Alexandra Reekmans
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent
| | - Lauren M Brown
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, NSW, Australia; School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW
| | - Nadine Van Roy
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Lab for Translational Oncogenomics and Bioinformatics, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Pediatric Precision Oncology Lab, Department of Biomolecular Medicine, Ghent University, 9000 Ghent
| | - Bruno Palhais
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent
| | - Juliette Roels
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent
| | - Malaika Van der Linden
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Pathology, Ghent University and Ghent University Hospital, 9000 Ghent
| | - Jo Van Dorpe
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Pathology, Ghent University and Ghent University Hospital, 9000 Ghent
| | - Panagiotis Ntziachristos
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent
| | - Frederik W Van Delft
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne
| | - Marc R Mansour
- Department of Developmental Biology and Cancer, Institute of Child Health, University College London
| | - Tim Pieters
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, 9000 Ghent
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Internal Medicine and Pediatrics, Ghent University, 9000 Ghent, Belgium; Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, 9000 Ghent
| | - Barbara De Moerloose
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, 9000 Ghent
| | - Charles E De Bock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Kensington, NSW, Australia; School of Clinical Medicine, UNSW Medicine and Health, UNSW Sydney, Sydney, NSW
| | - Steven Goossens
- Cancer Research Institute Ghent (CRIG), 9000 Ghent, Belgium; Unit for Translational Research in Oncology, Department of Diagnostic Sciences, Ghent University, 9000 Ghent.
| | - Pieter Van Vlierberghe
- Lab of Normal and Malignant Hematopoiesis, Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), 9000 Ghent
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3
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Decaesteker B, Louwagie A, Loontiens S, De Vloed F, Bekaert SL, Roels J, Vanhauwaert S, De Brouwer S, Sanders E, Berezovskaya A, Denecker G, D'haene E, Van Haver S, Van Loocke W, Van Dorpe J, Creytens D, Van Roy N, Pieters T, Van Neste C, Fischer M, Van Vlierberghe P, Roberts SS, Schulte J, Ek S, Versteeg R, Koster J, van Nes J, Zimmerman M, De Preter K, Speleman F. SOX11 regulates SWI/SNF complex components as member of the adrenergic neuroblastoma core regulatory circuitry. Nat Commun 2023; 14:1267. [PMID: 36882421 PMCID: PMC9992472 DOI: 10.1038/s41467-023-36735-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [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: 08/14/2020] [Accepted: 02/15/2023] [Indexed: 03/09/2023] Open
Abstract
The pediatric extra-cranial tumor neuroblastoma displays a low mutational burden while recurrent copy number alterations are present in most high-risk cases. Here, we identify SOX11 as a dependency transcription factor in adrenergic neuroblastoma based on recurrent chromosome 2p focal gains and amplifications, specific expression in the normal sympatho-adrenal lineage and adrenergic neuroblastoma, regulation by multiple adrenergic specific (super-)enhancers and strong dependency on high SOX11 expression in adrenergic neuroblastomas. SOX11 regulated direct targets include genes implicated in epigenetic control, cytoskeleton and neurodevelopment. Most notably, SOX11 controls chromatin regulatory complexes, including 10 SWI/SNF core components among which SMARCC1, SMARCA4/BRG1 and ARID1A. Additionally, the histone deacetylase HDAC2, PRC1 complex component CBX2, chromatin-modifying enzyme KDM1A/LSD1 and pioneer factor c-MYB are regulated by SOX11. Finally, SOX11 is identified as a core transcription factor of the core regulatory circuitry (CRC) in adrenergic high-risk neuroblastoma with a potential role as epigenetic master regulator upstream of the CRC.
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Affiliation(s)
- Bieke Decaesteker
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium. .,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium.
| | - Amber Louwagie
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Siebe Loontiens
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Fanny De Vloed
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Sarah-Lee Bekaert
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Juliette Roels
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Suzanne Vanhauwaert
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Sara De Brouwer
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Ellen Sanders
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Alla Berezovskaya
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Geertrui Denecker
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Eva D'haene
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Stéphane Van Haver
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium.,Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Wouter Van Loocke
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Jo Van Dorpe
- Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium.,Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - David Creytens
- Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium.,Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Nadine Van Roy
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Tim Pieters
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Christophe Van Neste
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Matthias Fischer
- Department for Experimental Pediatric Oncology, and Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Pieter Van Vlierberghe
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Stephen S Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Johannes Schulte
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, Berlin, 13353, Germany
| | - Sara Ek
- Department of Immunotechnology, Lund University, Lund, Sweden
| | - Rogier Versteeg
- Department of Oncogenomics, Academic Medical Center, Amsterdam, 1105, AZ, The Netherlands
| | - Jan Koster
- Department of Oncogenomics, Academic Medical Center, Amsterdam, 1105, AZ, The Netherlands
| | - Johan van Nes
- Department of Oncogenomics, Academic Medical Center, Amsterdam, 1105, AZ, The Netherlands
| | - Mark Zimmerman
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA
| | - Katleen De Preter
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium
| | - Frank Speleman
- Department of Biomolecular medicine, Ghent University, Ghent, 9000, Belgium. .,Cancer Research Institute Ghent (CRIG), Ghent, 9000, Belgium.
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4
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Guo H, Xu J, Xing P, Li Q, Wang D, Tang C, Palhais B, Roels J, Liu J, Pan S, Huang J, Liu Z, Zhu P, Taghon T, Qing G, Van Vlierberghe P, Liu H. RNA helicase DHX15 exemplifies a unique dependency in acute leukemia. Haematologica 2023. [PMID: 36861414 PMCID: PMC10388281 DOI: 10.3324/haematol.2022.282066] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Indexed: 03/03/2023] Open
Abstract
RNA-binding proteins (RBPs) have emerged as essential regulators to control gene expression and modulate multiple cancer traits. T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematological malignancy derived from transformation of T-cell progenitors that normally undergo discrete steps of differentiation in the thymus. Yet implications of essential RBPs during T-cell neoplastic transformation remain largely unclear. Systematic evaluation of RBPs identifies RNA helicase DHX15, which facilitates the disassembly of spliceosome and release of lariat introns, as a T-ALL dependency factor. Functional analysis using multiple murine T-ALL models demonstrates the essential importance of DHX15 in tumor cell survival and leukemogenesis. Moreover, single-cell transcriptomics reveals that DHX15 depletion in T-cell progenitors hinders burst proliferation during CD4-CD8-(DN)-to-CD4+CD8+(DP) transition. Mechanistically, abrogation of DHX15 perturbs RNA splicing and leads to diminished levels of SLC7A6 and SLC38A5 transcripts due to intron retention, thereby suppressing glutamine import and mTORC1 activity. We further propose a DHX15 signature modulator drug ciclopirox and demonstrate prominent anti-T-ALL efficacy. Collectively, we here highlight the functional contribution of DHX15 to leukemogenesis through regulation of established oncogenic pathways. These findings also suggest a promising therapeutic approach that splicing perturbation by targeting spliceosome disassembly may achieve considerable anti-tumor efficacy.
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Affiliation(s)
- Hao Guo
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan, China; Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou
| | - Jin Xu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan
| | - Peiqi Xing
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing
| | - Qilong Li
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan
| | - Donghai Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan
| | - Chao Tang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin
| | - Bruno Palhais
- Department of Biomolecular Medicine, Ghent University, Ghent
| | - Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent
| | - Jiaxu Liu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan
| | - Sa Pan
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan
| | - Jinyan Huang
- Bio-Med Big Data Center, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou
| | - Zhaoqi Liu
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing
| | - Ping Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin
| | - Tom Taghon
- Department of Diagnostic Sciences, Ghent University, Ghent
| | - Guoliang Qing
- Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan
| | | | - Hudan Liu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, China; Frontier Science Center for Immunology and Metabolism, Medical Research Institute, Wuhan University, Wuhan.
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5
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Van de Walle I, Lambrechts N, Derveeuw A, Lavaert M, Roels J, Taghon T. Identification and Purification of Human T Cell Precursors. Methods Mol Biol 2023; 2580:315-333. [PMID: 36374467 DOI: 10.1007/978-1-0716-2740-2_20] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
During their development, human T cells undergo similar genomic changes and pass through the same developmental checkpoints as developing thymocytes in the mouse. The difference between both species, however, is that some of these developmental stages are characterized by different phenotypic markers, and as a result, evidence emerges that the molecular regulation of human T cell development subtly differs from the mouse (Taghon et al., Curr Top Microbiol Immunol 360:75-97, 2021; Haddad et al., Immunity 24:217-230, 2006; Hao et al., Blood 111:1318-1326, 2008; Taghon and Rothenberg, Semin Immunopathol 30:383-398, 2008). In this chapter, we describe in detail how the different stages of human T cell development can be characterized and isolated using specific surface markers.
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Affiliation(s)
- Inge Van de Walle
- The Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent University Hospital, Ghent, Belgium
| | - Nina Lambrechts
- The Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent University Hospital, Ghent, Belgium
| | - Anaïs Derveeuw
- The Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent University Hospital, Ghent, Belgium
| | - Marieke Lavaert
- The Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent University Hospital, Ghent, Belgium
| | - Juliette Roels
- The Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent University Hospital, Ghent, Belgium
| | - Tom Taghon
- The Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent University Hospital, Ghent, Belgium.
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6
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Boehme L, Roels J, Taghon T. Development of γδ T cells in the thymus - A human perspective. Semin Immunol 2022; 61-64:101662. [PMID: 36374779 DOI: 10.1016/j.smim.2022.101662] [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] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 10/05/2022] [Indexed: 12/14/2022]
Abstract
γδ T cells are increasingly emerging as crucial immune regulators that can take on innate and adaptive roles in the defence against pathogens. Although they arise within the thymus from the same hematopoietic precursors as conventional αβ T cells, the development of γδ T cells is less well understood. In this review, we focus on summarising the current state of knowledge about the cellular and molecular processes involved in the generation of γδ T cells in human.
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Affiliation(s)
- Lena Boehme
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Juliette Roels
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Tom Taghon
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent, Belgium.
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7
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Roels J, Van Hulle J, Lavaert M, Kuchmiy A, Strubbe S, Putteman T, Vandekerckhove B, Leclercq G, Van Nieuwerburgh F, Boehme L, Taghon T. Transcriptional dynamics and epigenetic regulation of E and ID protein encoding genes during human T cell development. Front Immunol 2022; 13:960918. [PMID: 35967340 PMCID: PMC9366357 DOI: 10.3389/fimmu.2022.960918] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 07/05/2022] [Indexed: 12/05/2022] Open
Abstract
T cells are generated from hematopoietic stem cells through a highly organized developmental process, in which stage-specific molecular events drive maturation towards αβ and γδ T cells. Although many of the mechanisms that control αβ- and γδ-lineage differentiation are shared between human and mouse, important differences have also been observed. Here, we studied the regulatory dynamics of the E and ID protein encoding genes during pediatric human T cell development by evaluating changes in chromatin accessibility, histone modifications and bulk and single cell gene expression. We profiled patterns of ID/E protein activity and identified up- and downstream regulators and targets, respectively. In addition, we compared transcription of E and ID protein encoding genes in human versus mouse to predict both shared and unique activities in these species, and in prenatal versus pediatric human T cell differentiation to identify regulatory changes during development. This analysis showed a putative involvement of TCF3/E2A in the development of γδ T cells. In contrast, in αβ T cell precursors a pivotal pre-TCR-driven population with high ID gene expression and low predicted E protein activity was identified. Finally, in prenatal but not postnatal thymocytes, high HEB/TCF12 levels were found to counteract high ID levels to sustain thymic development. In summary, we uncovered novel insights in the regulation of E and ID proteins on a cross-species and cross-developmental level.
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MESH Headings
- Animals
- Cell Differentiation/genetics
- Child
- Epigenesis, Genetic
- Hematopoietic Stem Cells/metabolism
- Humans
- Mice
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Receptors, Antigen, T-Cell, alpha-beta/metabolism
- Receptors, Antigen, T-Cell, gamma-delta/genetics
- Receptors, Antigen, T-Cell, gamma-delta/metabolism
- Transcription Factors/metabolism
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Affiliation(s)
- Juliette Roels
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Jolien Van Hulle
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Marieke Lavaert
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Anna Kuchmiy
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Steven Strubbe
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Tom Putteman
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Bart Vandekerckhove
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Georges Leclercq
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Filip Van Nieuwerburgh
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Lena Boehme
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- *Correspondence: Lena Boehme, ; Tom Taghon,
| | - Tom Taghon
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- *Correspondence: Lena Boehme, ; Tom Taghon,
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8
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Taghon TN, Liang KL, Lavaert M, Roels J, Strubbe S, Lambrechts N, De Vos T, Boehme L, Van Hulle J, Oatman N, Putteman T, Velghe I. An unexpected role for IRF8 during human T cell development. The Journal of Immunology 2022. [DOI: 10.4049/jimmunol.208.supp.107.06] [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] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Abstract
Lineage tracing studies or other genetic approaches have allowed investigators to obtain detailed insights into the molecular mechanisms that control T cell development in the mouse. However, our understanding of how this process is regulated in human has remained unclear. Using various genome-wide approaches, such as bulk RNAseq, ATACseq, ChIPseq and scRNAseq, we have recently obtained important novel insights into the molecular mechanisms through which human hematopoietic progenitor cells are converted into T-lineage committed precursors, and further into the TCRαβ and −γδ lineages. Specifically, we identified two distinct populations of thymus seeding precursor cells (TSPs) of which one population, TSP2, expressed IRF8, a transcription factor that is mainly associated with dendritic cell development. Consistently, IRF8-expressing TSPs have both T− and DC-linage potential and are characterised by the coexpression of CD127 and CD123. We discovered that Notch activation, the main initiator of T-lineage specification, induces IRF8 expression in human ETPs, in contrast to in mouse, and that IRF8 is transiently expressed during early human T cell development. As T cell precursors commit to the T-cell lineage, IRF8 is repressed by GATA3, while IRF8 levels rise for ETPs that differentiate into plasmacytoid dendritic cells. Importantly, IRF8 is required for the generation of CD34+ CD127+ CD123+ T/DC precursors and low level IRF8 activity enhances their generation from hematopoietic progenitors. Thus, using these approaches, we have identified an IRF8-dependent T cell precursor subset and revealed unique molecular events that control early T cell development in human.
Supported by grants from the Fund for Scientific Research Flanders (FWO), the Foundation Against Cancer (STK), the Chan Zuckerberg Initiative (CZI) and Ghent University (BOF Ugent).
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9
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De Coninck S, Roels J, Thénoz M, Lintermans B, Goossens S, Van Vlierberghe P. 3067 – THE ROLE OF TET2 IN (PRE-)LEUKEMIC T-ALL: TET2 TO THE RESCUE? Exp Hematol 2022. [DOI: 10.1016/j.exphem.2022.07.123] [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: 11/04/2022]
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10
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Pieters T, T’Sas S, Vanhee S, Almeida A, Driege Y, Roels J, Van Loocke W, Daneels W, Baens M, Marchand A, Van Trimpont M, Matthijssens F, Morscio J, Lemeire K, Lintermans B, Reunes L, Chaltin P, Offner F, Van Dorpe J, Hochepied T, Berx G, Beyaert R, Staal J, Van Vlierberghe P, Goossens S. Cyclin D2 overexpression drives B1a-derived MCL-like lymphoma in mice. J Exp Med 2021; 218:e20202280. [PMID: 34406363 PMCID: PMC8377631 DOI: 10.1084/jem.20202280] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Revised: 02/24/2021] [Accepted: 07/21/2021] [Indexed: 12/14/2022] Open
Abstract
Mantle cell lymphoma (MCL) is an aggressive B cell lymphoma with poor long-term overall survival. Currently, MCL research and development of potential cures is hampered by the lack of good in vivo models. MCL is characterized by recurrent translocations of CCND1 or CCND2, resulting in overexpression of the cell cycle regulators cyclin D1 or D2, respectively. Here, we show, for the first time, that hematopoiesis-specific activation of cyclin D2 is sufficient to drive murine MCL-like lymphoma development. Furthermore, we demonstrate that cyclin D2 overexpression can synergize with loss of p53 to form aggressive and transplantable MCL-like lymphomas. Strikingly, cyclin D2-driven lymphomas display transcriptional, immunophenotypic, and functional similarities with B1a B cells. These MCL-like lymphomas have B1a-specific B cell receptors (BCRs), show elevated BCR and NF-κB pathway activation, and display increased MALT1 protease activity. Finally, we provide preclinical evidence that inhibition of MALT1 protease activity, which is essential for the development of early life-derived B1a cells, can be an effective therapeutic strategy to treat MCL.
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MESH Headings
- Allografts
- Animals
- B-Lymphocytes/metabolism
- B-Lymphocytes/pathology
- Cyclin D2/genetics
- Cyclin D2/metabolism
- Gene Expression Regulation, Neoplastic
- Lymphoma, Mantle-Cell/drug therapy
- Lymphoma, Mantle-Cell/genetics
- Lymphoma, Mantle-Cell/pathology
- Mice, Inbred C57BL
- Mice, Transgenic
- Mucosa-Associated Lymphoid Tissue Lymphoma Translocation 1 Protein/antagonists & inhibitors
- Mucosa-Associated Lymphoid Tissue Lymphoma Translocation 1 Protein/metabolism
- Neoplasms, Experimental/drug therapy
- Neoplasms, Experimental/genetics
- Neoplasms, Experimental/pathology
- Neoplastic Cells, Circulating
- Tumor Suppressor Protein p53/genetics
- Xenograft Model Antitumor Assays
- Mice
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Affiliation(s)
- Tim Pieters
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Sara T’Sas
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Stijn Vanhee
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium
| | - André Almeida
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Yasmine Driege
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Wouter Van Loocke
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Willem Daneels
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium
- Department of Hematology, Ghent University Hospital, Ghent, Belgium
| | - Mathijs Baens
- Center for Innovation and Stimulation of Drug Discovery Leuven, Leuven, Belgium
| | - Arnaud Marchand
- Center for Innovation and Stimulation of Drug Discovery Leuven, Leuven, Belgium
| | - Maaike Van Trimpont
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Filip Matthijssens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Julie Morscio
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Kelly Lemeire
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Béatrice Lintermans
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Lindy Reunes
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Patrick Chaltin
- Center for Innovation and Stimulation of Drug Discovery Leuven, Leuven, Belgium
- Center for Drug Design and Discovery, Catholic University of Leuven, Leuven, Belgium
| | - Fritz Offner
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Hematology, Ghent University Hospital, Ghent, Belgium
| | - Jo Van Dorpe
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
- Department of Pathology, Ghent University Hospital, Ghent, Belgium
| | - Tino Hochepied
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Geert Berx
- Cancer Research Institute Ghent, Ghent, Belgium
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Rudi Beyaert
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Jens Staal
- Center for Inflammation Research, Flemish Institute for Biotechnology, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Steven Goossens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Genetics, Ghent University and University Hospital, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
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11
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Hoste E, Lecomte K, Annusver K, Vandamme N, Roels J, Kasper M, Van Loo G. 206 OTULIN maintains skin homeostasis by controlling keratinocyte death and stem cell identity. J Invest Dermatol 2021. [DOI: 10.1016/j.jid.2021.08.211] [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: 10/20/2022]
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12
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Matthijssens F, Sharma ND, Nysus M, Nickl CK, Kang H, Perez DR, Lintermans B, Van Loocke W, Roels J, Peirs S, Demoen L, Pieters T, Reunes L, Lammens T, De Moerloose B, Van Nieuwerburgh F, Deforce DL, Cheung LC, Kotecha RS, Risseeuw MD, Van Calenbergh S, Takarada T, Yoneda Y, van Delft FW, Lock RB, Merkley SD, Chigaev A, Sklar LA, Mullighan CG, Loh ML, Winter SS, Hunger SP, Goossens S, Castillo EF, Ornatowski W, Van Vlierberghe P, Matlawska-Wasowska K. RUNX2 regulates leukemic cell metabolism and chemotaxis in high-risk T cell acute lymphoblastic leukemia. J Clin Invest 2021; 131:141566. [PMID: 33555272 DOI: 10.1172/jci141566] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [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: 06/22/2020] [Accepted: 01/20/2021] [Indexed: 12/17/2022] Open
Abstract
T cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematologic malignancy with inferior outcome compared with that of B cell ALL. Here, we show that Runt-related transcription factor 2 (RUNX2) was upregulated in high-risk T-ALL with KMT2A rearrangements (KMT2A-R) or an immature immunophenotype. In KMT2A-R cells, we identified RUNX2 as a direct target of the KMT2A chimeras, where it reciprocally bound the KMT2A promoter, establishing a regulatory feed-forward mechanism. Notably, RUNX2 was required for survival of immature and KMT2A-R T-ALL cells in vitro and in vivo. We report direct transcriptional regulation of CXCR4 signaling by RUNX2, thereby promoting chemotaxis, adhesion, and homing to medullary and extramedullary sites. RUNX2 enabled these energy-demanding processes by increasing metabolic activity in T-ALL cells through positive regulation of both glycolysis and oxidative phosphorylation. Concurrently, RUNX2 upregulation increased mitochondrial dynamics and biogenesis in T-ALL cells. Finally, as a proof of concept, we demonstrate that immature and KMT2A-R T-ALL cells were vulnerable to pharmacological targeting of the interaction between RUNX2 and its cofactor CBFβ. In conclusion, we show that RUNX2 acts as a dependency factor in high-risk subtypes of human T-ALL through concomitant regulation of tumor metabolism and leukemic cell migration.
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Affiliation(s)
- Filip Matthijssens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Nitesh D Sharma
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Monique Nysus
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Christian K Nickl
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Huining Kang
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Dominique R Perez
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,University of New Mexico Center for Molecular Discovery, Albuquerque, New Mexico, USA
| | - Beatrice Lintermans
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Wouter Van Loocke
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Sofie Peirs
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Lisa Demoen
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Tim Pieters
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Lindy Reunes
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Barbara De Moerloose
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | | | - Dieter L Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Laurence C Cheung
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia.,School of Pharmacy and Biomedical Sciences, Curtin University, Perth, Western Australia, Australia
| | - Rishi S Kotecha
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia.,School of Pharmacy and Biomedical Sciences, Curtin University, Perth, Western Australia, Australia
| | - Martijn Dp Risseeuw
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Laboratory for Medicinal Chemistry, Ghent University, Ghent, Belgium
| | - Serge Van Calenbergh
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Laboratory for Medicinal Chemistry, Ghent University, Ghent, Belgium
| | - Takeshi Takarada
- Department of Regenerative Science, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Yukio Yoneda
- Department of Pharmacology, Osaka University Graduate School of Dentistry, Suita, Japan
| | - Frederik W van Delft
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Richard B Lock
- Children's Cancer Institute, School of Women's and Children's Health, Lowy Cancer Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Seth D Merkley
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Alexandre Chigaev
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,University of New Mexico Center for Molecular Discovery, Albuquerque, New Mexico, USA
| | - Larry A Sklar
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,University of New Mexico Center for Molecular Discovery, Albuquerque, New Mexico, USA
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Mignon L Loh
- Department of Pediatrics, Benioff Children's Hospital, UCSF, San Francisco, California, USA
| | - Stuart S Winter
- Cancer and Blood Disorders Program, Children's Minnesota, Minneapolis, Minnesota, USA
| | - Stephen P Hunger
- Department of Pediatrics and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Steven Goossens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Eliseo F Castillo
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | | | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Ksenia Matlawska-Wasowska
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
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13
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De Decker M, Lavaert M, Roels J, Tilleman L, Vandekerckhove B, Leclercq G, Van Nieuwerburgh F, Van Vlierberghe P, Taghon T. HES1 and HES4 have non-redundant roles downstream of Notch during early human T-cell development. Haematologica 2021; 106:130-141. [PMID: 31919081 PMCID: PMC7776241 DOI: 10.3324/haematol.2019.226126] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [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: 05/03/2019] [Accepted: 01/02/2020] [Indexed: 11/09/2022] Open
Abstract
In both mouse and human, Notch1 activation is the main initial driver to induce T-cell development in hematopoietic progenitor cells. The initiation of this developmental process coincides with Notch1-dependent repression of differentiation towards other hematopoietic lineages. Although well described in mice, the role of the individual Notch1 target genes during these hematopoietic developmental choices is still unclear in human, particularly for HES4 since no orthologous gene is present in the mouse. Here, we investigated the functional capacity of the Notch1 target genes HES1 and HES4 to modulate human Notch1-dependent hematopoietic lineage decisions and their requirement during early T-cell development. We show that both genes are upregulated in a Notch-dependent manner during early T-cell development and that HES1 acts as a repressor of differentiation by maintaining a quiescent stem cell signature in CD34+ hematopoietic progenitor cells. While HES4 can also inhibit natural killer and myeloid cell development like HES1, it acts differently on the T- versus B-cell lineage choice. Surprisingly, HES4 is not capable of repressing B-cell development, the most sensitive hematopoietic lineage with respect to Notch-mediated repression. In contrast to HES1, HES4 promotes initiation of early T-cell development, but ectopic expression of HES4, or HES1 and HES4 combined, is not sufficient to induce T-lineage differentiation. Importantly, knockdown of HES1 or HES4 significantly reduces human T-cell development. Overall, we show that the Notch1 target genes HES1 and HES4 have non-redundant roles during early human T-cell development which may relate to differences in mediating Notch-dependent human hematopoietic lineage decisions.
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Affiliation(s)
| | - Marieke Lavaert
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Juliette Roels
- Department of Diagnostic Sciences and of Bimolecular Medicine, Ghent University, Ghent, Belgium
| | - Laurentijn Tilleman
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Bart Vandekerckhove
- Cancer Research Institute Ghent (CRIG),Dept of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Georges Leclercq
- Cancer Research Institute Ghent (CRIG),Dept of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | | | - Pieter Van Vlierberghe
- Cancer Research Institute Ghent (CRIG), Dept of Biomolecular Medicine, Ghent University, Belgium
| | - Tom Taghon
- Cancer Research Institute Ghent (CRIG),Dept of Diagnostic Sciences, Ghent University, Ghent, Belgium
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14
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Tottone L, Lancho O, Loh JW, Singh A, Kimura S, Roels J, Kuchmiy A, Strubbe S, Lawlor MA, da Silva-Diz V, Luo S, Gachet S, García-Prieto CA, Hagelaar R, Esteller M, Meijerink JPP, Soulier J, Taghon T, Van Vlierberghe P, Mullighan CG, Khiabanian H, Rocha PP, Herranz D. A Tumor Suppressor Enhancer of PTEN in T-cell development and leukemia. Blood Cancer Discov 2020; 2:92-109. [PMID: 33458694 DOI: 10.1158/2643-3230.bcd-20-0201] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Long-range oncogenic enhancers play an important role in cancer. Yet, whether similar regulation of tumor suppressor genes is relevant remains unclear. Loss of expression of PTEN is associated with the pathogenesis of various cancers, including T-cell leukemia (T-ALL). Here, we identify a highly conserved distal enhancer (PE) that interacts with the PTEN promoter in multiple hematopoietic populations, including T-cells, and acts as a hub of relevant transcription factors in T-ALL. Consistently, loss of PE leads to reduced PTEN levels in T-ALL cells. Moreover, PE-null mice show reduced Pten levels in thymocytes and accelerated development of NOTCH1-induced T-ALL. Furthermore, secondary loss of PE in established leukemias leads to accelerated progression and a gene expression signature driven by Pten loss. Finally, we uncovered recurrent deletions encompassing PE in T-ALL, which are associated with decreased PTEN levels. Altogether, our results identify PE as the first long-range tumor suppressor enhancer directly implicated in cancer.
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Affiliation(s)
- Luca Tottone
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Olga Lancho
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Jui-Wan Loh
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Amartya Singh
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Shunsuke Kimura
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Anna Kuchmiy
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Steven Strubbe
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Matthew A Lawlor
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Victoria da Silva-Diz
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Shirley Luo
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
| | - Stéphanie Gachet
- INSERM U944 and University de Paris, Hopital Saint-Louis, Paris, France
| | - Carlos A García-Prieto
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- Barcelona Supercomputing Center (BSC), Barcelona, Catalonia, Spain
| | - Rico Hagelaar
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Manel Esteller
- Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Madrid, Spain
- Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Barcelona, Catalonia, Spain
- Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain
| | | | - Jean Soulier
- INSERM U944 and University de Paris, Hopital Saint-Louis, Paris, France
| | - Tom Taghon
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Hossein Khiabanian
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey
- Department of Pathology and Laboratory Medicine, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Pedro P Rocha
- Unit on Genome Structure and Regulation, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland
- National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Daniel Herranz
- Rutgers Cancer Institute of New Jersey, Rutgers University, New Brunswick, New Jersey.
- Department of Pharmacology, Robert Wood Johnson Medical School, Rutgers University, Piscataway, New Jersey
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15
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Roels J, Thénoz M, Szarzyńska B, Landfors M, De Coninck S, Demoen L, Provez L, Kuchmiy A, Strubbe S, Reunes L, Pieters T, Matthijssens F, Van Loocke W, Erarslan-Uysal B, Richter-Pechańska P, Declerck K, Lammens T, De Moerloose B, Deforce D, Van Nieuwerburgh F, Cheung LC, Kotecha RS, Mansour MR, Ghesquière B, Van Camp G, Berghe WV, Kowalczyk JR, Szczepański T, Davé UP, Kulozik AE, Goossens S, Curtis DJ, Taghon T, Dawidowska M, Degerman S, Van Vlierberghe P. Aging of preleukemic thymocytes drives CpG island hypermethylation in T-cell acute lymphoblastic leukemia. Blood Cancer Discov 2020; 1:274-289. [PMID: 33179015 PMCID: PMC7116343 DOI: 10.1158/2643-3230.bcd-20-0059] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 08/06/2020] [Accepted: 09/15/2020] [Indexed: 12/20/2022] Open
Abstract
Cancer cells display DNA hypermethylation at specific CpG islands in comparison to their normal healthy counterparts, but the mechanism that drives this so-called CpG island methylator phenotype (CIMP) remains poorly understood. Here, we show that CpG island methylation in human T-cell acute lymphoblastic leukemia (T-ALL) mainly occurs at promoters of Polycomb Repressor Complex 2 (PRC2) target genes that are not expressed in normal or malignant T-cells and which display a reciprocal association with H3K27me3 binding. In addition, we revealed that this aberrant methylation profile reflects the epigenetic history of T-ALL and is established already in pre-leukemic, self-renewing thymocytes that precede T-ALL development. Finally, we unexpectedly uncover that this age-related CpG island hypermethylation signature in T-ALL is completely resistant to the FDA-approved hypomethylating agent Decitabine. Altogether, we here provide conceptual evidence for the involvement of a pre-leukemic phase characterized by self-renewing thymocytes in the pathogenesis of human T-ALL.
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Affiliation(s)
- Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Morgan Thénoz
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | | | - Mattias Landfors
- Department of Medical Biosciences, Umeå University, Umeå, Sweden
| | - Stien De Coninck
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Lisa Demoen
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Lien Provez
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Anna Kuchmiy
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Steven Strubbe
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Lindy Reunes
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Tim Pieters
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Filip Matthijssens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Wouter Van Loocke
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Büşra Erarslan-Uysal
- Department of Pediatric Oncology, Hematology, and Immunology, University of Heidelberg, and Hopp Children's Cancer Center at NCT Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), University of Heidelberg, Heidelberg, Germany
| | - Paulina Richter-Pechańska
- Department of Pediatric Oncology, Hematology, and Immunology, University of Heidelberg, and Hopp Children's Cancer Center at NCT Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), University of Heidelberg, Heidelberg, Germany
| | - Ken Declerck
- Laboratory of Protein Chemistry, Proteomics and Epigenetic Signaling (PPES) and Integrated Personalized and Precision Oncology Network (IPPON), Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Barbara De Moerloose
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | | | - Laurence C Cheung
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia
- School of Pharmacy and Biomedical Sciences, Curtin University, Perth, Western Australia
| | - Rishi S Kotecha
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia
- School of Pharmacy and Biomedical Sciences, Curtin University, Perth, Western Australia
| | - Marc R Mansour
- Department of Haematology, University College London Cancer Institute, London, England
| | - Bart Ghesquière
- Metabolomics Expertise Center, VIB Center for Cancer Biology, Leuven, Belgium
| | - Guy Van Camp
- Center of Medical Genetics, University of Antwerp, Antwerp, Belgium
| | - Wim Vanden Berghe
- Laboratory of Protein Chemistry, Proteomics and Epigenetic Signaling (PPES) and Integrated Personalized and Precision Oncology Network (IPPON), Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Jerzy R Kowalczyk
- Department of Pediatric Hematology, Oncology and Transplantology, Medical University of Lublin, Lublin, Poland
| | - Tomasz Szczepański
- Department of Pediatric Hematology and Oncology, Zabrze, Medical University of Silesia, Katowice, Poland
| | - Utpal P Davé
- Roudebush Veterans Affairs Medical Center and Indiana University School of Medicine, Indianapolis, Indiana
| | - Andreas E Kulozik
- Department of Pediatric Oncology, Hematology, and Immunology, University of Heidelberg, and Hopp Children's Cancer Center at NCT Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), European Molecular Biology Laboratory (EMBL), University of Heidelberg, Heidelberg, Germany
| | - Steven Goossens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - David J Curtis
- Australian Centre for Blood Diseases (ACBD), Monash University, Melbourne, Australia
| | - Tom Taghon
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | | | - Sofie Degerman
- Department of Medical Biosciences, Umeå University, Umeå, Sweden
- Department of Clinical Microbiology, Umeå University, Umeå, Sweden
| | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
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16
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Roels J, Kuchmiy A, De Decker M, Strubbe S, Lavaert M, Liang KL, Leclercq G, Vandekerckhove B, Van Nieuwerburgh F, Van Vlierberghe P, Taghon T. Distinct and temporary-restricted epigenetic mechanisms regulate human αβ and γδ T cell development. Nat Immunol 2020; 21:1280-1292. [PMID: 32719521 DOI: 10.1038/s41590-020-0747-9] [Citation(s) in RCA: 32] [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: 02/21/2020] [Accepted: 06/24/2020] [Indexed: 01/08/2023]
Abstract
The development of TCRαβ and TCRγδ T cells comprises a step-wise process in which regulatory events control differentiation and lineage outcome. To clarify these mechanisms, we employed RNA-sequencing, ATAC-sequencing and ChIPmentation on well-defined thymocyte subsets that represent the continuum of human T cell development. The chromatin accessibility dynamics show clear stage specificity and reveal that human T cell-lineage commitment is marked by GATA3- and BCL11B-dependent closing of PU.1 sites. A temporary increase in H3K27me3 without open chromatin modifications is unique for β-selection, whereas emerging γδ T cells, which originate from common precursors of β-selected cells, show large chromatin accessibility changes due to strong T cell receptor (TCR) signaling. Furthermore, we unravel distinct chromatin landscapes between CD4+ and CD8+ αβ-lineage cells that support their effector functions and reveal gene-specific mechanisms that define mature T cells. This resource provides a framework for studying gene regulatory mechanisms that drive normal and malignant human T cell development.
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Affiliation(s)
- Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Department of Diagnostic Sciences, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Anna Kuchmiy
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | | | - Steven Strubbe
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Marieke Lavaert
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Kai Ling Liang
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Georges Leclercq
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Bart Vandekerckhove
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Filip Van Nieuwerburgh
- Cancer Research Institute Ghent, Ghent, Belgium.,Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Tom Taghon
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium. .,Cancer Research Institute Ghent, Ghent, Belgium.
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17
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Dolens A, Durinck K, Lavaert M, Van der Meulen J, Velghe I, De Medts J, Weening K, Roels J, De Mulder K, Volders P, De Preter K, Kerre T, Vandekerckhove B, Leclercq G, Vandesompele J, Mestdagh P, Van Vlierberghe P, Speleman F, Taghon T. Distinct Notch1 and BCL11B requirements mediate human γδ/αβ T cell development. EMBO Rep 2020; 21:e49006. [PMID: 32255245 PMCID: PMC7202205 DOI: 10.15252/embr.201949006] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 03/03/2020] [Accepted: 03/12/2020] [Indexed: 12/22/2022] Open
Abstract
γδ and αβ T cells have unique roles in immunity and both originate in the thymus from T-lineage committed precursors through distinct but unclear mechanisms. Here, we show that Notch1 activation is more stringently required for human γδ development compared to αβ-lineage differentiation and performed paired mRNA and miRNA profiling across 11 discrete developmental stages of human T cell development in an effort to identify the potential Notch1 downstream mechanism. Our data suggest that the miR-17-92 cluster is a Notch1 target in immature thymocytes and that miR-17 can restrict BCL11B expression in these Notch-dependent T cell precursors. We show that enforced miR-17 expression promotes human γδ T cell development and, consistently, that BCL11B is absolutely required for αβ but less for γδ T cell development. This study suggests that human γδ T cell development is mediated by a stage-specific Notch-driven negative feedback loop through which miR-17 temporally restricts BCL11B expression and provides functional insights into the developmental role of the disease-associated genes BCL11B and the miR-17-92 cluster in a human context.
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Affiliation(s)
| | - Kaat Durinck
- Department of Biomolecular MedicineGhent UniversityGhentBelgium
| | - Marieke Lavaert
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
| | | | - Imke Velghe
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
| | - Jelle De Medts
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
| | - Karin Weening
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
| | - Juliette Roels
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
- Department of Biomolecular MedicineGhent UniversityGhentBelgium
| | | | | | | | - Tessa Kerre
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
| | | | | | - Jo Vandesompele
- Department of Biomolecular MedicineGhent UniversityGhentBelgium
| | - Pieter Mestdagh
- Department of Biomolecular MedicineGhent UniversityGhentBelgium
| | | | - Frank Speleman
- Department of Biomolecular MedicineGhent UniversityGhentBelgium
| | - Tom Taghon
- Department of Diagnostic SciencesGhent UniversityGhentBelgium
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18
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Lavaert M, Liang KL, Vandamme N, Park JE, Roels J, Kowalczyk MS, Li B, Ashenberg O, Tabaka M, Dionne D, Tickle TL, Slyper M, Rozenblatt-Rosen O, Vandekerckhove B, Leclercq G, Regev A, Van Vlierberghe P, Guilliams M, Teichmann SA, Saeys Y, Taghon T. Integrated scRNA-Seq Identifies Human Postnatal Thymus Seeding Progenitors and Regulatory Dynamics of Differentiating Immature Thymocytes. Immunity 2020; 52:1088-1104.e6. [PMID: 32304633 DOI: 10.1016/j.immuni.2020.03.019] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [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: 12/13/2019] [Revised: 02/04/2020] [Accepted: 03/27/2020] [Indexed: 10/24/2022]
Abstract
During postnatal life, thymopoiesis depends on the continuous colonization of the thymus by bone-marrow-derived hematopoietic progenitors that migrate through the bloodstream. The current understanding of the nature of thymic immigrants is largely based on data from pre-clinical models. Here, we employed single-cell RNA sequencing (scRNA-seq) to examine the immature postnatal thymocyte population in humans. Integration of bone marrow and peripheral blood precursor datasets identified two putative thymus seeding progenitors that varied in expression of CD7; CD10; and the homing receptors CCR7, CCR9, and ITGB7. Whereas both precursors supported T cell development, only one contributed to intrathymic dendritic cell (DC) differentiation, predominantly of plasmacytoid dendritic cells. Trajectory inference delineated the transcriptional dynamics underlying early human T lineage development, enabling prediction of transcription factor (TF) modules that drive stage-specific steps of human T cell development. This comprehensive dataset defines the expression signature of immature human thymocytes and provides a resource for the further study of human thymopoiesis.
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Affiliation(s)
- Marieke Lavaert
- Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, C. Heymanslaan 10, MRB2, Entrance 38, 9000 Ghent, Belgium
| | - Kai Ling Liang
- Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, C. Heymanslaan 10, MRB2, Entrance 38, 9000 Ghent, Belgium
| | - Niels Vandamme
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Jong-Eun Park
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
| | - Juliette Roels
- Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, C. Heymanslaan 10, MRB2, Entrance 38, 9000 Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Monica S Kowalczyk
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Bo Li
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA; Data Sciences Platform, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Orr Ashenberg
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Marcin Tabaka
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Danielle Dionne
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Timothy L Tickle
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA; Haematology Department, Royal Victoria Infirmary, Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Michal Slyper
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Bart Vandekerckhove
- Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, C. Heymanslaan 10, MRB2, Entrance 38, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Georges Leclercq
- Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, C. Heymanslaan 10, MRB2, Entrance 38, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA; Howard Hughes Medical Institute, Koch Institute of Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Pieter Van Vlierberghe
- Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Martin Guilliams
- Laboratory of Myeloid Cell Ontogeny and Functional Specialization, VIB Center for Inflammation Research, Ghent, Belgium; Faculty of Sciences, Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK; Theory of Condensed Matter Group, Cavendish Laboratory/Department of Physics, University of Cambridge, Cambridge CB3 0HE, UK
| | - Yvan Saeys
- Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Tom Taghon
- Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, C. Heymanslaan 10, MRB2, Entrance 38, 9000 Ghent, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium.
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19
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Milani G, Matthijssens F, Van Loocke W, Durinck K, Roels J, Peirs S, Thénoz M, Pieters T, Reunes L, Lintermans B, Vandamme N, Lammens T, Van Roy N, Van Nieuwerburgh F, Deforce D, Schwab C, Raimondi S, Dalla Pozza L, Carroll AJ, De Moerloose B, Benoit Y, Goossens S, Berx G, Harrison CJ, Basso G, Cavé H, Sutton R, Asnafi V, Meijerink J, Mullighan C, Loh M, Van Vlierberghe P. Genetic characterization and therapeutic targeting of MYC-rearranged T cell acute lymphoblastic leukaemia. Br J Haematol 2019; 185:169-174. [PMID: 29938777 PMCID: PMC7081658 DOI: 10.1111/bjh.15425] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [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] [Indexed: 12/13/2022]
Affiliation(s)
- Gloria Milani
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Filip Matthijssens
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Wouter Van Loocke
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Kaat Durinck
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Juliette Roels
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Sofie Peirs
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Morgan Thénoz
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Tim Pieters
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Molecular and Cellular Oncology Lab, Department for Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- VIB Inflammation Research Center, Ghent University, Ghent, Belgium
| | - Lindy Reunes
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Beatrice Lintermans
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Niels Vandamme
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Molecular and Cellular Oncology Lab, Department for Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- VIB Inflammation Research Center, Ghent University, Ghent, Belgium
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Nadine Van Roy
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | | | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Claire Schwab
- Leukaemia Research Cytogenetics Group, Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, UK
| | - Susana Raimondi
- Department of Pathology and the Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Luciano Dalla Pozza
- The Cancer Centre for Children, The Children’s Hospital, Westmead, Australia
| | | | - Barbara De Moerloose
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Yves Benoit
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Steven Goossens
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Molecular and Cellular Oncology Lab, Department for Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Geert Berx
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Molecular and Cellular Oncology Lab, Department for Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Christine J. Harrison
- Leukaemia Research Cytogenetics Group, Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, UK
| | - Giuseppe Basso
- Women and Child Health Department, Hematology-Oncology Laboratory Istituto di Ricerca Pediatrica (IRP), University of Padova, Padova, Italy
| | - Hélène Cavé
- Department of Genetics, University Hospital of Robert Debré and Paris-Diderot University, Paris, France
| | - Rosemary Sutton
- Children’s Cancer Institute, Lowy Cancer Research Centre UNSW, Sydney, New South Wales, Australia
| | - Vahid Asnafi
- Laboratory of Onco-Hematology, Institut Necker Enfants-Malades, INSERM U1151, Paris, France
| | - Jules Meijerink
- The Máxima Center for Pediatric Oncology/Hematology, Utrecht, the Netherlands
| | - Charles Mullighan
- Department of Pathology and the Hematological Malignancies Program, St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Mignon Loh
- Department of Pediatrics, UCSF Benioff Children’s Hospital and the Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, USA
| | - Pieter Van Vlierberghe
- Department of Pediatrics and Genetics, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
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20
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Ottina E, Levy P, Eksmond U, Merkenschlager J, Young GR, Roels J, Stoye JP, Tüting T, Calado DP, Kassiotis G. Restoration of Endogenous Retrovirus Infectivity Impacts Mouse Cancer Models. Cancer Immunol Res 2018; 6:1292-1300. [PMID: 30143537 PMCID: PMC6485373 DOI: 10.1158/2326-6066.cir-18-0038] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 06/19/2018] [Accepted: 08/21/2018] [Indexed: 12/31/2022]
Abstract
Mouse models have been instrumental in establishing fundamental principles of cancer initiation and progression and continue to be invaluable in the discovery and further development of cancer therapies. Nevertheless, important aspects of human disease are imperfectly approximated in mouse models, notably the involvement of endogenous retroviruses (ERVs). Replication-defective ERVs, present in both humans and mice, may affect tumor development and antitumor immunity through mechanisms not involving infection. Here, we revealed an adverse effect of murine ERVs with restored infectivity on the behavior of mouse cancer models. In contrast to human cancer, where infectious ERVs have never been detected, we found that ERV infectivity was frequently restored in transplantable, as well as genetic, mouse cancer models. Such replication-competent, ERV-derived retroviruses were responsible for unusually high expression of retroviral nucleic acids and proteins in mouse cancers. Infectious ERV-derived retroviruses produced by mouse cancer cells could directly infect tumor-infiltrating host immune cells and fundamentally modified the host's immune defenses to cancer, as well as the outcome of immunotherapy. Therefore, infectious retroviruses, variably arising in mouse cancer models, but not in human cancer, have the potential to confound many immunologic studies and should be considered as a variable, if not altogether avoided. Cancer Immunol Res; 6(11); 1292-300. ©2018 AACR.
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MESH Headings
- Animals
- Cell Line, Tumor
- Endogenous Retroviruses/pathogenicity
- Female
- Leukemia Virus, Murine/genetics
- Leukemia Virus, Murine/pathogenicity
- Lymphocytes, Tumor-Infiltrating/pathology
- Male
- Mice, Inbred C57BL
- Mice, Inbred CBA
- Mice, Transgenic
- Neoplasms, Experimental/immunology
- Neoplasms, Experimental/pathology
- Neoplasms, Experimental/virology
- Positive Regulatory Domain I-Binding Factor 1/genetics
- Proto-Oncogene Proteins B-raf/genetics
- Retroviridae Infections/virology
- Viral Tropism/physiology
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Affiliation(s)
- Eleonora Ottina
- Retroviral Immunology, The Francis Crick Institute, London, UK
| | - Prisca Levy
- Retroviral Immunology, The Francis Crick Institute, London, UK
| | - Urszula Eksmond
- Retroviral Immunology, The Francis Crick Institute, London, UK
| | | | - George R Young
- Retrovirus-Host Interactions, The Francis Crick Institute, London, UK
| | - Juliette Roels
- Retroviral Immunology, The Francis Crick Institute, London, UK
| | - Jonathan P Stoye
- Retrovirus-Host Interactions, The Francis Crick Institute, London, UK
- Department of Medicine, Faculty of Medicine, Imperial College London, London, UK
| | - Thomas Tüting
- Laboratory of Experimental Dermatology, Department of Dermatology, University of Magdeburg, Magdeburg, Germany
| | - Dinis P Calado
- Immunity and Cancer Laboratory, The Francis Crick Institute, London, UK
| | - George Kassiotis
- Retroviral Immunology, The Francis Crick Institute, London, UK.
- Department of Medicine, Faculty of Medicine, Imperial College London, London, UK
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21
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De Smedt R, Peirs S, Morscio J, Matthijssens F, Roels J, Reunes L, Lintermans B, Goossens S, Lammens T, Van Roy N, Touzart A, Jenni S, Tsai YC, Lovisa F, Mussolin L, Serafin V, Van Nieuwerburgh F, Deforce D, Uyttebroeck A, Tousseyn T, Burkhardt B, Klapper W, De Moerloose B, Benoit Y, Macintyre E, Bourquin JP, Basso G, Accordi B, Bornhauser B, Meijerink J, Vandenberghe P, Van Vlierberghe P. Pre-clinical evaluation of second generation PIM inhibitors for the treatment of T-cell acute lymphoblastic leukemia and lymphoma. Haematologica 2018; 104:e17-e20. [PMID: 30076176 DOI: 10.3324/haematol.2018.199257] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Renate De Smedt
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Sofie Peirs
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Julie Morscio
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Filip Matthijssens
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium.,Diagnostic Sciences, Ghent University, Belgium
| | - Lindy Reunes
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Beatrice Lintermans
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Steven Goossens
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium.,Molecular and Cellular Oncology Lab, Department for Biomedical Molecular Biology, Ghent University, Belgium
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Belgium
| | - Nadine Van Roy
- Department of Biomolecular Medicine, Ghent University, Belgium.,Cancer Research Institute Ghent (CRIG), Belgium
| | - Aurore Touzart
- Department of Hematology, APHP-Hôpital Necker, Paris, France
| | - Silvia Jenni
- Department of Oncology, and Children's Research Center, University Children's Hospital Zurich, Switzerland
| | - Yi-Chien Tsai
- Department of Oncology, and Children's Research Center, University Children's Hospital Zurich, Switzerland
| | - Federica Lovisa
- Department of Woman's and Child's Health, Hematology-Oncology Laboratory, Istituto di Ricerca Pediatrica (IRP) and University of Padova, Italy
| | - Lara Mussolin
- Department of Woman's and Child's Health, Hematology-Oncology Laboratory, Istituto di Ricerca Pediatrica (IRP) and University of Padova, Italy
| | - Valentina Serafin
- Department of Woman's and Child's Health, Hematology-Oncology Laboratory, Istituto di Ricerca Pediatrica (IRP) and University of Padova, Italy
| | | | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Belgium
| | - Anne Uyttebroeck
- Department of Pediatric Hematology-Oncology, University Hospitals Leuven, Belgium.,Department of Oncology, KU Leuven, Belgium
| | - Thomas Tousseyn
- Translational Cell and Tissue Research laboratory, KU Leuven, Belgium
| | - Birgit Burkhardt
- Department of Pediatric Hematology and Oncology, University of Münster, Germany
| | - Wolfram Klapper
- Department of Pathology, Hematopathology Section, UKSH Campus Kiel, Germany
| | - Barbara De Moerloose
- Cancer Research Institute Ghent (CRIG), Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Belgium
| | - Yves Benoit
- Cancer Research Institute Ghent (CRIG), Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Belgium
| | | | - Jean-Pierre Bourquin
- Department of Oncology, and Children's Research Center, University Children's Hospital Zurich, Switzerland
| | - Giuseppe Basso
- Department of Woman's and Child's Health, Hematology-Oncology Laboratory, Istituto di Ricerca Pediatrica (IRP) and University of Padova, Italy
| | - Benedetta Accordi
- Department of Woman's and Child's Health, Hematology-Oncology Laboratory, Istituto di Ricerca Pediatrica (IRP) and University of Padova, Italy
| | - Beat Bornhauser
- Department of Oncology, and Children's Research Center, University Children's Hospital Zurich, Switzerland
| | - Jules Meijerink
- The Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Peter Vandenberghe
- Department of Hematology, University Hospitals Leuven, Belgium.,Center for Human Genetics, KU Leuven, Belgium
| | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Belgium .,Cancer Research Institute Ghent (CRIG), Belgium
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22
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Roels J, Aelterman J, Luong HQ, Lippens S, Pižurica A, Saeys Y, Philips W. An overview of state-of-the-art image restoration in electron microscopy. J Microsc 2018; 271:239-254. [PMID: 29882967 DOI: 10.1111/jmi.12716] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [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: 02/12/2018] [Accepted: 05/03/2018] [Indexed: 12/01/2022]
Abstract
In Life Science research, electron microscopy (EM) is an essential tool for morphological analysis at the subcellular level as it allows for visualization at nanometer resolution. However, electron micrographs contain image degradations such as noise and blur caused by electromagnetic interference, electron counting errors, magnetic lens imperfections, electron diffraction, etc. These imperfections in raw image quality are inevitable and hamper subsequent image analysis and visualization. In an effort to mitigate these artefacts, many electron microscopy image restoration algorithms have been proposed in the last years. Most of these methods rely on generic assumptions on the image or degradations and are therefore outperformed by advanced methods that are based on more accurate models. Ideally, a method will accurately model the specific degradations that fit the physical acquisition settings. In this overview paper, we discuss different electron microscopy image degradation solutions and demonstrate that dedicated artefact regularisation results in higher quality restoration and is applicable through recently developed probabilistic methods.
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Affiliation(s)
- J Roels
- Department of Telecommunications and Information Processing, Ghent University/IMEC, Ghent, Belgium.,Center for Inflammation Research, Flanders Institute for Biotechnology, Ghent, Belgium
| | - J Aelterman
- Department of Telecommunications and Information Processing, Ghent University/IMEC, Ghent, Belgium
| | - H Q Luong
- Department of Telecommunications and Information Processing, Ghent University/IMEC, Ghent, Belgium
| | - S Lippens
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium.,Center for Inflammation Research, Flanders Institute for Biotechnology, Ghent, Belgium.,Bio Imaging Core, Flanders Institute for Biotechnology, Ghent, Belgium
| | - A Pižurica
- Department of Telecommunications and Information Processing, Ghent University/IMEC, Ghent, Belgium
| | - Y Saeys
- Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.,Center for Inflammation Research, Flanders Institute for Biotechnology, Ghent, Belgium
| | - W Philips
- Department of Telecommunications and Information Processing, Ghent University/IMEC, Ghent, Belgium
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23
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Fenu A, Roels J, Van Damme S, Wambecq T, Weemaes M, Thoeye C, De Gueldre G, Van De Steene B. Membrane bioreactor (MBR) sludge inoculation in a hybrid process scheme concept to assist overloaded conventional activated sludge (CAS) process operations. Water Sci Technol 2012; 66:457-463. [PMID: 22699354 DOI: 10.2166/wst.2012.212] [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] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
This study analyzes the effect of inoculating membrane bioreactor (MBR) sludge in a parallel-operated overloaded conventional activated sludge (CAS) system. Modelling studies that showed the beneficial effect of this inoculation were confirmed though full scale tests. Total nitrogen (TN) removal in the CAS increased and higher nitrate formation rates were achieved. During MBR sludge inoculation, the TN removal in the CAS was proven to be dependent on MBR sludge loading. Special attention was given to the effect of inoculation on sludge quality. The MBR flocs, grown without selection pressure, were clearly distinct from the more compact flocs in the CAS system and also contained more filamentous bacteria. After inoculation the MBR flocs did not evolve into good-settling compact flocs, resulting in a decreasing sludge quality. During high flow conditions the effluent CAS contained more suspended solids. Sludge volume index, however, did not increase. Laboratory tests were held to determine the threshold volume of MBR sludge to be seeded into the CAS reactor. Above 16-30%, supernatant turbidity and scum formation increased markedly.
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Affiliation(s)
- A Fenu
- Research and Product Development Department, Aquafin NV, Dijkstraat 8, Aartselaar 2630, Belgium.
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24
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Roels J, Maes B, Bogaerts W, Baets R, Van Thourhout D. Parametric instability of an integrated micromechanical oscillator by means of active optomechanical feedback. Opt Express 2011; 19:13081-13088. [PMID: 21747460 DOI: 10.1364/oe.19.013081] [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] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Mass sensing and time keeping applications require high frequency integrated micromechanical oscillators. To overcome the increasing mechanical stiffness of these structures sensitive optical vibration detection and efficient actuation is required. Therefore we have implemented an active feedback system, where the feedback signal is provided by the optical gradient force that is present between nanophotonic waveguides on a silicon-on-insulator chip. We found that access to the parametric instability regime can be easily controlled by tuning the wavelength.
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Affiliation(s)
- J Roels
- Department of Information Technology, Ghent University-IMEC, Gent
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25
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De Gussem K, Wambecq T, Roels J, Fenu A, De Gueldre G, Van De Steene B. Cost optimisation and minimisation of the environmental impact through life cycle analysis of the waste water treatment plant of Bree (Belgium). Water Sci Technol 2011; 63:164-170. [PMID: 21245569 DOI: 10.2166/wst.2011.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
An ASM2da model of the full-scale waste water plant of Bree (Belgium) has been made. It showed very good correlation with reference operational data. This basic model has been extended to include an accurate calculation of environmental footprint and operational costs (energy consumption, dosing of chemicals and sludge treatment). Two optimisation strategies were compared: lowest cost meeting the effluent consent versus lowest environmental footprint. Six optimisation scenarios have been studied, namely (i) implementation of an online control system based on ammonium and nitrate sensors, (ii) implementation of a control on MLSS concentration, (iii) evaluation of internal recirculation flow, (iv) oxygen set point, (v) installation of mixing in the aeration tank, and (vi) evaluation of nitrate setpoint for post denitrification. Both an environmental impact or Life Cycle Assessment (LCA) based approach for optimisation are able to significantly lower the cost and environmental footprint. However, the LCA approach has some advantages over cost minimisation of an existing full-scale plant. LCA tends to chose control settings that are more logic: it results in a safer operation of the plant with less risks regarding the consents. It results in a better effluent at a slightly increased cost.
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Affiliation(s)
- K De Gussem
- Department of Research and Development, Aquafin, Dijkstraat 8, B-2630 Aartselaar, Belgium.
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26
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Roels J, Verstraete W. Occurrence and origin of phosphine in landfill gas. Commun Agric Appl Biol Sci 2003; 68:191-4. [PMID: 15296160] [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] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
A landfill (Hooge Maey, Flanders, Belgium) was subjected to an in-depth study in order to explain the origin of phosphine detected in high amounts in landfill gas during a previous study. The spatial and temporal variability of the phosphine concentration in landfill gas was assessed. Twenty four wells were monitored and differences in phosphine concentration up to one log unit were observed (3.2-32.4 microg/m3). The phosphine concentration in each well was constant in time over a period of 4 months. No correlation was found between the phosphine concentration and methane, carbon dioxide, hydrogen sulphide, ethene or ethane concentration. In a series of laboratory tests, it was shown that phosphine was emitted during batch fermentation tests inoculated with landfill leachate when Fe0 or Al0 specimens were added. Conditions favouring corrosion of iron gave rise to higher emissions of phosphine. The phosphine concentration in the headspace of a batch test rose to 1.43 mg/m3 after 27 days of incubation. Weight loss of corroding steel coupons correlated with phosphine emission. Calculations showed that all phosphine emitted from the 0.005 km3 landfill (160 g/year) could be attributed to corrosion of metals. No evidence of de novo synthesis could be established
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Affiliation(s)
- J Roels
- Laboratory of Microbial Ecology and Technology (LabMET), Faculty of Applied and Biological Sciences, Ghent University, Coupure Links 653, 9000 Gent, Belgium
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27
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Abstract
Phosphine and phosphides are reported to occur at numerous environmental sites such as fresh and marine sediments, landfills, faecal matter, biogas digesters and soils. The concentrations are several log units lower than the time-weighted average exposure standard, i.e. in the order of ng per m3 of gas or ng per kg material. Research about the biological formation of highly reduced gaseous phosphorus compounds dates back more than a hundred years. The early reports had to deal with a lot of scepticism. Thanks to new analytical tools (gas chromatography) it has become clear, during the last decade, that phosphine is a global constituent of the atmosphere. Pure strains of micro-organisms cultivated under highly anaerobic conditions were shown to produce phosphine. Thermodynamic considerations indicate that it is very improbable that the reduction of phosphate to phosphine is endergonic. Therefore the generation of phosphine cannot be compared with sulphidogenesis and methanogenesis. There seems to be a link between the existence of highly reactive gaseous phosphorus compounds and increased levels of metal corrosion. The reactive compounds could be formed by micro-organisms or they are liberated from phosphorus-containing impurities in the iron by the action of bacterial metabolites. The biochemical pathways responsible for the production of gaseous phosphorus compounds have not been characterised yet.
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Affiliation(s)
- J Roels
- Laboratory of Microbial Ecology and Technology, Faculty of Applied and Biological Sciences, Ghent University, Belgium
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28
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Abstract
The homotypic homophilic cell-cell adhesion molecule E-cadherin is crucial in the organization and maintenance of most epithelia. The expression of E-cadherin was studied immunohistochemically in various human colorectal tumours. Therefore we stained 1 tubular adenoma with low grade dysplasia, 18 adenocarcinomas with different histologic degrees of differentiation and invasion, and 1 metastasis using a modified peroxidase-anti-peroxidase technique. In the adenoma as well as in all well differentiated adenocarcinomas we found E-cadherin immunopositivity at the cell membrane of almost all cancer cells. The immunopositivity of E-cadherin was clearly weaker and sometimes even absent in isolated neoplastic cells and glands of less differentiated adenocarcinomas. The moderately differentiated adenocarcinomas showed an intermediate staining pattern. These findings are in line with experimental evidence that downregulation of E-cadherin favours invasion, eventually leading to metastasis.
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Affiliation(s)
- J Van Aken
- N. Goormaghtigh Institute of Pathology, University Hospital, Ghent, Belgium
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29
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Verschooten F, Roels J, Lampo P, Desmet P, De Moor A, Picavet T. Radiographic measurement from the lateromedial projection of the equine foot with navicular disease. Res Vet Sci 1989; 46:15-21. [PMID: 2922500] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Radiographic measurements from the lateromedial projection of the equine foot were compared in three groups of horses. Group 1 consisted of 143 normal horses, group 2 were 60 horses with clinical navicular disease and group 3 were 161 horses with clinical and radiographic navicular disease. Several measurements tended to be larger in group 3 than group 1. An enlargement of the navicular bone was observed in proximodistal and dorsopalmar directions. Partial enlargement of the pedal bone was observed in groups 2 and 3. Few differences were observed between age classes. All horses aged four years and over had an increased length of the hoof in the dorosopalmar direction and a decrease of the cranial angle of the hoof. Enlargement of the navicular bone fits well into the concept of osteoarthrosis. The pedal bone was partly engaged. These findings may be an expression of a regional acceleratory phenomenon.
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Affiliation(s)
- F Verschooten
- Large Animal Surgical Clinic, University of Ghent, Belgium
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30
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Bertrand Y, Roels J, Sondag JP. Respiratory, haemodynamic and haematologic characteristics in two patients with myxoedema coma and hypothermia. Acta Clin Belg 1986; 41:96-101. [PMID: 3751445 DOI: 10.1080/22953337.1986.11719132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Abstract
Intracranial hypertension and acute renal failure are frequent complications in polytraumatized patients with head trauma. This paper deals with the evolution of intracranial pressure during haemodialysis in two cases of traumatic coma. Significant changes in intracranial pressure were noted. Increase of intracranial pressure during haemodialysis was 7.6 mmHg for the first patient and 4.6 mmHg for the second patient. Prophylactic measures are discussed.
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Abstract
A jumper's knee is an overload lesion of patellar or quadriceps tendon near its insertion at the lower or upper pole of the patella. If conservative treatment fails, an operation can be performed in Phase 3 where disabling symptoms, are present. The necrotic tissue in the patellar tendon is excised. The early results of this surgery are encouraging.
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Roels J, Fabry G. Infantile idiopathic scoliosis. Follow-up study. Acta Orthop Belg 1977; 43:576-84. [PMID: 605785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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34
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Warter J, Storck D, Asch L, Roels J, Jaeger A. [Abdominal murmurs revealing arterial lesions in 2 young adults]. Bull Mem Soc Med Hop Paris 1967; 118:881-890. [PMID: 6056752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
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