1
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Subramanian S, Thoms JAI, Huang Y, Cornejo-Páramo P, Koch FC, Jacquelin S, Shen S, Song E, Joshi S, Brownlee C, Woll PS, Chacon-Fajardo D, Beck D, Curtis DJ, Yehson K, Antonenas V, O'Brien T, Trickett A, Powell JA, Lewis ID, Pitson SM, Gandhi MK, Lane SW, Vafaee F, Wong ES, Göttgens B, Alinejad-Rokny H, Wong JWH, Pimanda JE. Genome-wide transcription factor-binding maps reveal cell-specific changes in the regulatory architecture of human HSPCs. Blood 2023; 142:1448-1462. [PMID: 37595278 PMCID: PMC10651876 DOI: 10.1182/blood.2023021120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 07/06/2023] [Accepted: 07/25/2023] [Indexed: 08/20/2023] Open
Abstract
Hematopoietic stem and progenitor cells (HSPCs) rely on a complex interplay among transcription factors (TFs) to regulate differentiation into mature blood cells. A heptad of TFs (FLI1, ERG, GATA2, RUNX1, TAL1, LYL1, LMO2) bind regulatory elements in bulk CD34+ HSPCs. However, whether specific heptad-TF combinations have distinct roles in regulating hematopoietic differentiation remains unknown. We mapped genome-wide chromatin contacts (HiC, H3K27ac, HiChIP), chromatin modifications (H3K4me3, H3K27ac, H3K27me3) and 10 TF binding profiles (heptad, PU.1, CTCF, STAG2) in HSPC subsets (stem/multipotent progenitors plus common myeloid, granulocyte macrophage, and megakaryocyte erythrocyte progenitors) and found TF occupancy and enhancer-promoter interactions varied significantly across cell types and were associated with cell-type-specific gene expression. Distinct regulatory elements were enriched with specific heptad-TF combinations, including stem-cell-specific elements with ERG, and myeloid- and erythroid-specific elements with combinations of FLI1, RUNX1, GATA2, TAL1, LYL1, and LMO2. Furthermore, heptad-occupied regions in HSPCs were subsequently bound by lineage-defining TFs, including PU.1 and GATA1, suggesting that heptad factors may prime regulatory elements for use in mature cell types. We also found that enhancers with cell-type-specific heptad occupancy shared a common grammar with respect to TF binding motifs, suggesting that combinatorial binding of TF complexes was at least partially regulated by features encoded in DNA sequence motifs. Taken together, this study comprehensively characterizes the gene regulatory landscape in rare subpopulations of human HSPCs. The accompanying data sets should serve as a valuable resource for understanding adult hematopoiesis and a framework for analyzing aberrant regulatory networks in leukemic cells.
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Affiliation(s)
- Shruthi Subramanian
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Julie A. I. Thoms
- School of Biomedical Sciences, University of New South Wales, Sydney, Australia
| | - Yizhou Huang
- Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Sydney, Australia
| | | | - Forrest C. Koch
- School of Biotechnology and Biomolecular Sciences, Faculty of Science, University of New South Wales, Sydney, Australia
| | | | - Sylvie Shen
- Bone Marrow Transplant Laboratory, NSW Health Pathology, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Emma Song
- Bone Marrow Transplant Laboratory, NSW Health Pathology, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Swapna Joshi
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Chris Brownlee
- Mark Wainwright Analytical Centre, University of New South Wales, Sydney, Australia
| | - Petter S. Woll
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Diego Chacon-Fajardo
- Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Sydney, Australia
| | - Dominik Beck
- Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Sydney, Australia
| | - David J. Curtis
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC, Australia
| | - Kenneth Yehson
- Blood Transplant and Cell Therapies Laboratory, NSW Health Pathology, Westmead, NSW, Australia
| | - Vicki Antonenas
- Blood Transplant and Cell Therapies Laboratory, NSW Health Pathology, Westmead, NSW, Australia
| | | | - Annette Trickett
- Bone Marrow Transplant Laboratory, NSW Health Pathology, Prince of Wales Hospital, Randwick, NSW, Australia
| | - Jason A. Powell
- Centre for Cancer Biology, SA Pathology, University of South Australia, Adelaide, Australia
- Adelaide Medical School, The University of Adelaide, Adelaide, Australia
| | - Ian D. Lewis
- Centre for Cancer Biology, SA Pathology, University of South Australia, Adelaide, Australia
| | - Stuart M. Pitson
- Centre for Cancer Biology, SA Pathology, University of South Australia, Adelaide, Australia
| | - Maher K. Gandhi
- Blood Cancer Research Group, Mater Research, The University of Queensland, Brisbane, QLD, Australia
| | - Steven W. Lane
- Cancer Program, QIMR Berghofer Medical Research, Brisbane, Australia
| | - Fatemeh Vafaee
- School of Biotechnology and Biomolecular Sciences, Faculty of Science, University of New South Wales, Sydney, Australia
- UNSW Data Science Hub, University of New South Wales, Sydney, Australia
| | - Emily S. Wong
- Victor Chang Cardiac Research Institute, Sydney, Australia
- School of Biotechnology and Biomolecular Sciences, Faculty of Science, University of New South Wales, Sydney, Australia
| | - Berthold Göttgens
- Wellcome-MRC Cambridge Stem Cell Institute, Cambridge, United Kingdom
| | - Hamid Alinejad-Rokny
- BioMedical Machine Learning Lab, Graduate School of Biomedical Engineering, University of New South Wales, Sydney, Australia
| | - Jason W. H. Wong
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - John E. Pimanda
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, Australia
- Haematology Department, Prince of Wales Hospital, Sydney, Australia
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2
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Moles E, Howard CB, Huda P, Karsa M, McCalmont H, Kimpton K, Duly A, Chen Y, Huang Y, Tursky ML, Ma D, Bustamante S, Pickford R, Connerty P, Omari S, Jolly CJ, Joshi S, Shen S, Pimanda JE, Dolnikov A, Cheung LC, Kotecha RS, Norris MD, Haber M, de Bock CE, Somers K, Lock RB, Thurecht KJ, Kavallaris M. Delivery of PEGylated liposomal doxorubicin by bispecific antibodies improves treatment in models of high-risk childhood leukemia. Sci Transl Med 2023; 15:eabm1262. [PMID: 37196067 DOI: 10.1126/scitranslmed.abm1262] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 04/13/2023] [Indexed: 05/19/2023]
Abstract
High-risk childhood leukemia has a poor prognosis because of treatment failure and toxic side effects of therapy. Drug encapsulation into liposomal nanocarriers has shown clinical success at improving biodistribution and tolerability of chemotherapy. However, enhancements in drug efficacy have been limited because of a lack of selectivity of the liposomal formulations for the cancer cells. Here, we report on the generation of bispecific antibodies (BsAbs) with dual binding to a leukemic cell receptor, such as CD19, CD20, CD22, or CD38, and methoxy polyethylene glycol (PEG) for the targeted delivery of PEGylated liposomal drugs to leukemia cells. This liposome targeting system follows a "mix-and-match" principle where BsAbs were selected on the specific receptors expressed on leukemia cells. BsAbs improved the targeting and cytotoxic activity of a clinically approved and low-toxic PEGylated liposomal formulation of doxorubicin (Caelyx) toward leukemia cell lines and patient-derived samples that are immunophenotypically heterogeneous and representative of high-risk subtypes of childhood leukemia. BsAb-assisted improvements in leukemia cell targeting and cytotoxic potency of Caelyx correlated with receptor expression and were minimally detrimental in vitro and in vivo toward expansion and functionality of normal peripheral blood mononuclear cells and hematopoietic progenitors. Targeted delivery of Caelyx using BsAbs further enhanced leukemia suppression while reducing drug accumulation in the heart and kidneys and extended overall survival in patient-derived xenograft models of high-risk childhood leukemia. Our methodology using BsAbs therefore represents an attractive targeting platform to potentiate the therapeutic efficacy and safety of liposomal drugs for improved treatment of high-risk leukemia.
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Affiliation(s)
- Ernest Moles
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- Australian Centre for Nanomedicine, Faculty of Engineering, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Christopher B Howard
- Australian Institute for Bioengineering and Nanotechnology, University of Queensland, St Lucia 4072, Australia
| | - Pie Huda
- Australian Institute for Bioengineering and Nanotechnology, University of Queensland, St Lucia 4072, Australia
| | - Mawar Karsa
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Hannah McCalmont
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Kathleen Kimpton
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Alastair Duly
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Yongjuan Chen
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Yizhou Huang
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Melinda L Tursky
- Department of Haematology and Bone Marrow Transplant, St Vincent's Hospital Sydney, Sydney 2010, Australia
- St Vincent's Centre for Applied Medical Research (AMR), Sydney 2010, Australia
- St Vincent Clinical School, Faculty of Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - David Ma
- Department of Haematology and Bone Marrow Transplant, St Vincent's Hospital Sydney, Sydney 2010, Australia
- St Vincent's Centre for Applied Medical Research (AMR), Sydney 2010, Australia
- St Vincent Clinical School, Faculty of Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Sonia Bustamante
- Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney 2052, Australia
| | - Russell Pickford
- Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney 2052, Australia
| | - Patrick Connerty
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Sofia Omari
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Christopher J Jolly
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
| | - Swapna Joshi
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
| | - Sylvie Shen
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
| | - John E Pimanda
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- Department of Haematology, Prince of Wales Hospital, Sydney 2031, Australia
| | - Alla Dolnikov
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Laurence C Cheung
- Leukaemia Translational Research Laboratory, Telethon Kids Cancer Centre, Telethon Kids Institute, Perth, Western Australia 6009, Australia
- Curtin Medical School, Curtin University, Perth, Western Australia 6102, Australia
| | - Rishi S Kotecha
- Leukaemia Translational Research Laboratory, Telethon Kids Cancer Centre, Telethon Kids Institute, Perth, Western Australia 6009, Australia
- Curtin Medical School, Curtin University, Perth, Western Australia 6102, Australia
- Department of Clinical Haematology, Oncology, Blood and Marrow Transplantation, Perth Children's Hospital, Perth, Western Australia 6009, Australia
- School of Medicine, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Murray D Norris
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
- University of New South Wales Centre for Childhood Cancer Research, UNSW Sydney, Sydney 2052, Australia
| | - Michelle Haber
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Charles E de Bock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Klaartje Somers
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Richard B Lock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
| | - Kristofer J Thurecht
- Australian Institute for Bioengineering and Nanotechnology, University of Queensland, St Lucia 4072, Australia
- Centre for Advanced Imaging, ARC Training Centre for Innovation in Biomedical Imaging Technologies, University of Queensland, St Lucia 4072, Australia
| | - Maria Kavallaris
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney 2052, Australia
- Australian Centre for Nanomedicine, Faculty of Engineering, UNSW Sydney, Sydney 2052, Australia
- School of Clinical Medicine, Medicine and Health, UNSW Sydney, Sydney 2052, Australia
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3
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Schnegg-Kaufmann AS, Thoms JAI, Bhuyan GS, Hampton HR, Vaughan L, Rutherford K, Kakadia PM, Lee HM, Johansson EMV, Failes TW, Arndt GM, Koval J, Lindeman R, Warburton P, Rodriguez-Meira A, Mead AJ, Unnikrishnan A, Davidson S, Polizzotto MN, Hertzberg M, Papaemmanuil E, Bohlander SK, Faridani OR, Jolly CJ, Zanini F, Pimanda JE. Contribution of mutant HSC clones to immature and mature cells in MDS and CMML, and variations with AZA therapy. Blood 2023; 141:1316-1321. [PMID: 36493342 PMCID: PMC10651766 DOI: 10.1182/blood.2022018602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/07/2022] [Accepted: 11/21/2022] [Indexed: 12/14/2022] Open
Abstract
Myelodysplastic neoplasms (MDSs) and chronic myelomonocytic leukemia (CMML) are clonal disorders driven by progressively acquired somatic mutations in hematopoietic stem cells (HSCs). Hypomethylating agents (HMAs) can modify the clinical course of MDS and CMML. Clinical improvement does not require eradication of mutated cells and may be related to improved differentiation capacity of mutated HSCs. However, in patients with established disease it is unclear whether (1) HSCs with multiple mutations progress through differentiation with comparable frequency to their less mutated counterparts or (2) improvements in peripheral blood counts following HMA therapy are driven by residual wild-type HSCs or by clones with particular combinations of mutations. To address these questions, the somatic mutations of individual stem cells, progenitors (common myeloid progenitors, granulocyte monocyte progenitors, and megakaryocyte erythroid progenitors), and matched circulating hematopoietic cells (monocytes, neutrophils, and naïve B cells) in MDS and CMML were characterized via high-throughput single-cell genotyping, followed by bulk analysis in immature and mature cells before and after AZA treatment. The mutational burden was similar throughout differentiation, with even the most mutated stem and progenitor clones maintaining their capacity to differentiate to mature cell types in vivo. Increased contributions from productive mutant progenitors appear to underlie improved hematopoiesis in MDS following HMA therapy.
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Affiliation(s)
- Annatina S. Schnegg-Kaufmann
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Department of Hematology and Central Hematology Laboratory, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for Biomedical Research, University of Bern, Bern, Switzerland
| | - Julie A. I. Thoms
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Golam Sarower Bhuyan
- School of Clinical Medicine, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Henry R. Hampton
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Lachlin Vaughan
- School of Clinical Medicine, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Institute of Clinical Pathology and Medical Research, Westmead Hospital, Sydney, NSW, Australia
- Haematology Department, Westmead Hospital, Sydney, NSW, Australia
| | - Kayleigh Rutherford
- Department of Epidemiology and Biostatistics, Computational Oncology Service, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Purvi M. Kakadia
- Leukaemia and Blood Cancer Research Unit, Department of Molecular Medicine and Pathology, The University of Auckland, Auckland, New Zealand
| | - Hui Mei Lee
- Leukaemia and Blood Cancer Research Unit, Department of Molecular Medicine and Pathology, The University of Auckland, Auckland, New Zealand
| | - Emma M. V. Johansson
- Flow Cytometry Facility, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Timothy W. Failes
- Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Australian Cancer Research Foundation (ACRF) Drug Discovery Centre for Childhood Cancer, Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Greg M. Arndt
- School of Clinical Medicine, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Australian Cancer Research Foundation (ACRF) Drug Discovery Centre for Childhood Cancer, Children’s Cancer Institute, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Jason Koval
- Ramaciotti Centre for Genomics, UNSW Sydney, Sydney, NSW, Australia
| | - Robert Lindeman
- Department of Clinical Haematology, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Pauline Warburton
- Department of Haematology, Wollongong Hospital, Wollongong, NSW, Australia
| | - Alba Rodriguez-Meira
- Haematopoietic Stem Cell Biology Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, United Kingdom
| | - Adam J. Mead
- Haematopoietic Stem Cell Biology Laboratory, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, United Kingdom
| | - Ashwin Unnikrishnan
- School of Clinical Medicine, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Sarah Davidson
- ANU Clinical Hub for Interventional Research (CHOIR), John Curtin School of Medical Research, Canberra, Australia
| | - Mark N. Polizzotto
- ANU Clinical Hub for Interventional Research (CHOIR), John Curtin School of Medical Research, Canberra, Australia
| | - Mark Hertzberg
- Department of Clinical Haematology, Prince of Wales Hospital, Sydney, NSW, Australia
| | - Elli Papaemmanuil
- Department of Epidemiology and Biostatistics, Computational Oncology Service, Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Stefan K. Bohlander
- Leukaemia and Blood Cancer Research Unit, Department of Molecular Medicine and Pathology, The University of Auckland, Auckland, New Zealand
| | - Omid R. Faridani
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Garvan-Weizmann Centre for Cellular Genomics, Sydney, NSW, Australia
- Cellular Genomics Futures Institute, UNSW Sydney, Sydney, NSW, Australia
| | - Christopher J. Jolly
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Fabio Zanini
- School of Clinical Medicine, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Garvan-Weizmann Centre for Cellular Genomics, Sydney, NSW, Australia
- Cellular Genomics Futures Institute, UNSW Sydney, Sydney, NSW, Australia
| | - John E. Pimanda
- School of Biomedical Sciences, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- School of Clinical Medicine, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
- Department of Clinical Haematology, Prince of Wales Hospital, Sydney, NSW, Australia
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4
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Kapeni C, Nitsche L, Kilpatrick AM, Wilson NK, Xia K, Mirshekar-Syahkal B, Chandrakanthan V, Malouf C, Pimanda JE, Göttgens B, Kirschner K, Tomlinson SR, Ottersbach K. p57Kip2 regulates embryonic blood stem cells by controlling sympathoadrenal progenitor expansion. Blood 2022; 140:464-477. [PMID: 35653588 PMCID: PMC9353151 DOI: 10.1182/blood.2021014853] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 05/13/2022] [Indexed: 11/20/2022] Open
Abstract
Hematopoietic stem cells (HSCs) are of major clinical importance, and finding methods for their in vitro generation is a prime research focus. We show here that the cell cycle inhibitor p57Kip2/Cdkn1c limits the number of emerging HSCs by restricting the size of the sympathetic nervous system (SNS) and the amount of HSC-supportive catecholamines secreted by these cells. This regulation occurs at the SNS progenitor level and is in contrast to the cell-intrinsic function of p57Kip2 in maintaining adult HSCs, highlighting profound differences in cell cycle requirements of adult HSCs compared with their embryonic counterparts. Furthermore, this effect is specific to the aorta-gonad-mesonephros (AGM) region and shows that the AGM is the main contributor to early fetal liver colonization, as early fetal liver HSC numbers are equally affected. Using a range of antagonists in vivo, we show a requirement for intact β2-adrenergic signaling for SNS-dependent HSC expansion. To gain further molecular insights, we have generated a single-cell RNA-sequencing data set of all Ngfr+ sympathoadrenal cells around the dorsal aorta to dissect their differentiation pathway. Importantly, this not only defined the relevant p57Kip2-expressing SNS progenitor stage but also revealed that some neural crest cells, upon arrival at the aorta, are able to take an alternative differentiation pathway, giving rise to a subset of ventrally restricted mesenchymal cells that express important HSC-supportive factors. Neural crest cells thus appear to contribute to the AGM HSC niche via 2 different mechanisms: SNS-mediated catecholamine secretion and HSC-supportive mesenchymal cell production.
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Affiliation(s)
- Chrysa Kapeni
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - Leslie Nitsche
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - Alastair M Kilpatrick
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - Nicola K Wilson
- Department of Haematology, Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Kankan Xia
- Department of Haematology, Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Bahar Mirshekar-Syahkal
- Department of Haematology, Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Vashe Chandrakanthan
- School of Medical Sciences, Lowy Cancer Research Centre, UNSW, Sydney, NSW, Australia
| | - Camille Malouf
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - John E Pimanda
- School of Medical Sciences, Lowy Cancer Research Centre, UNSW, Sydney, NSW, Australia
- Department of Haematology, The Prince of Wales Hospital, Sydney, NSW, Australia
| | - Berthold Göttgens
- Department of Haematology, Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Kristina Kirschner
- Institute of Cancer Sciences and
- CRUK Beatson Institute for Cancer Research, University of Glasgow, Glasgow, United Kingdom
| | - Simon R Tomlinson
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
| | - Katrin Ottersbach
- Centre for Regenerative Medicine, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, United Kingdom
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5
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Chandrakanthan V, Rorimpandey P, Zanini F, Chacon D, Olivier J, Joshi S, Kang YC, Knezevic K, Huang Y, Qiao Q, Oliver RA, Unnikrishnan A, Carter DR, Lee B, Brownlee C, Power C, Brink R, Mendez-Ferrer S, Enikolopov G, Walsh W, Göttgens B, Taoudi S, Beck D, Pimanda JE. Mesoderm-derived PDGFRA + cells regulate the emergence of hematopoietic stem cells in the dorsal aorta. Nat Cell Biol 2022; 24:1211-1225. [PMID: 35902769 PMCID: PMC9359911 DOI: 10.1038/s41556-022-00955-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 06/06/2022] [Indexed: 12/13/2022]
Abstract
Mouse haematopoietic stem cells (HSCs) first emerge at embryonic day 10.5 (E10.5), on the ventral surface of the dorsal aorta, by endothelial-to-haematopoietic transition. We investigated whether mesenchymal stem cells, which provide an essential niche for long-term HSCs (LT-HSCs) in the bone marrow, reside in the aorta-gonad-mesonephros and contribute to the development of the dorsal aorta and endothelial-to-haematopoietic transition. Here we show that mesoderm-derived PDGFRA+ stromal cells (Mesp1der PSCs) contribute to the haemogenic endothelium of the dorsal aorta and populate the E10.5-E11.5 aorta-gonad-mesonephros but by E13.5 were replaced by neural-crest-derived PSCs (Wnt1der PSCs). Co-aggregating non-haemogenic endothelial cells with Mesp1der PSCs but not Wnt1der PSCs resulted in activation of a haematopoietic transcriptional programme in endothelial cells and generation of LT-HSCs. Dose-dependent inhibition of PDGFRA or BMP, WNT and NOTCH signalling interrupted this reprogramming event. Together, aorta-gonad-mesonephros Mesp1der PSCs could potentially be harnessed to manufacture LT-HSCs from endothelium.
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Affiliation(s)
- Vashe Chandrakanthan
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia. .,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia.
| | - Prunella Rorimpandey
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Fabio Zanini
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,School of Clinical Medicine, UNSW Sydney, Sydney, NSW, Australia.,Garvan-Weizmann Centre for Cellular Genomics, Sydney, Australia.,UNSW Futures Institute for Cellular Genomics, Sydney, Australia
| | - Diego Chacon
- Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
| | - Jake Olivier
- School of Mathematics and Statistics, UNSW Sydney, Sydney, NSW, Australia
| | - Swapna Joshi
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Young Chan Kang
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Kathy Knezevic
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Yizhou Huang
- School of Clinical Medicine, UNSW Sydney, Sydney, NSW, Australia.,School of Mathematics and Statistics, UNSW Sydney, Sydney, NSW, Australia.,Children's Cancer Institute Australia for Medical Research, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Qiao Qiao
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Rema A Oliver
- Surgical & Orthopaedic Research Laboratories, Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW, Australia
| | - Ashwin Unnikrishnan
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,School of Clinical Medicine, UNSW Sydney, Sydney, NSW, Australia
| | - Daniel R Carter
- School of Clinical Medicine, UNSW Sydney, Sydney, NSW, Australia.,School of Mathematics and Statistics, UNSW Sydney, Sydney, NSW, Australia.,Children's Cancer Institute Australia for Medical Research, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Brendan Lee
- Biological Resources Imaging Laboratory, Mark Wainwright Analytical Centre, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Chris Brownlee
- Biological Resources Imaging Laboratory, Mark Wainwright Analytical Centre, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Carl Power
- Biological Resources Imaging Laboratory, Mark Wainwright Analytical Centre, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Robert Brink
- Garvan Institute of Medical Research, Sydney, NSW, Australia.,UNSW Sydney, Sydney, NSW, Australia
| | - Simon Mendez-Ferrer
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute and Department of Haematology, University of Cambridge, Cambridge, UK
| | - Grigori Enikolopov
- Center for Developmental Genetics and Department of Anesthesiology, Stony Brook University, Stony Brook, NY, USA
| | - William Walsh
- Surgical & Orthopaedic Research Laboratories, Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW, Australia
| | - Berthold Göttgens
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute and Department of Haematology, University of Cambridge, Cambridge, UK
| | - Samir Taoudi
- Epigenetics and development division, Walter and Eliza Hall Institute, Melbourne, VIC, Australia.,Department of Medical Biology, University of Melbourne, Melbourne, VIC, Australia
| | - Dominik Beck
- Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia. .,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia. .,Department of Haematology, The Prince of Wales Hospital, Sydney, NSW, Australia.
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Liu YC, Kwon J, Fabiani E, Xiao Z, Liu YV, Follo MY, Liu J, Huang H, Gao C, Liu J, Falconi G, Valentini L, Gurnari C, Finelli C, Cocco L, Liu JH, Jones AI, Yang J, Yang H, Thoms JAI, Unnikrishnan A, Pimanda JE, Pan R, Bassal MA, Voso MT, Tenen DG, Chai L. Demethylation and Up-Regulation of an Oncogene after Hypomethylating Therapy. N Engl J Med 2022; 386:1998-2010. [PMID: 35613022 PMCID: PMC9514878 DOI: 10.1056/nejmoa2119771] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Although hypomethylating agents are currently used to treat patients with cancer, whether they can also reactivate and up-regulate oncogenes is not well elucidated. METHODS We examined the effect of hypomethylating agents on SALL4, a known oncogene that plays an important role in myelodysplastic syndrome and other cancers. Paired bone marrow samples that were obtained from two cohorts of patients with myelodysplastic syndrome before and after treatment with a hypomethylating agent were used to explore the relationships among changes in SALL4 expression, treatment response, and clinical outcome. Leukemic cell lines with low or undetectable SALL4 expression were used to study the relationship between SALL4 methylation and expression. A locus-specific demethylation technology, CRISPR-DNMT1-interacting RNA (CRISPR-DiR), was used to identify the CpG island that is critical for SALL4 expression. RESULTS SALL4 up-regulation after treatment with hypomethylating agents was observed in 10 of 25 patients (40%) in cohort 1 and in 13 of 43 patients (30%) in cohort 2 and was associated with a worse outcome. Using CRISPR-DiR, we discovered that demethylation of a CpG island within the 5' untranslated region was critical for SALL4 expression. In cell lines and patients, we confirmed that treatment with a hypomethylating agent led to demethylation of the same CpG region and up-regulation of SALL4 expression. CONCLUSIONS By combining analysis of patient samples with CRISPR-DiR technology, we found that demethylation and up-regulation of an oncogene after treatment with a hypomethylating agent can indeed occur and should be further studied. (Funded by Associazione Italiana per la Ricerca sul Cancro and others.).
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Affiliation(s)
- Yao-Chung Liu
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Junsu Kwon
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Emiliano Fabiani
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Zhijian Xiao
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Yanjing V Liu
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Matilde Y Follo
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Jinqin Liu
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Huijun Huang
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Chong Gao
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Jun Liu
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Giulia Falconi
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Lia Valentini
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Carmelo Gurnari
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Carlo Finelli
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Lucio Cocco
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Jin-Hwang Liu
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Adrianna I Jones
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Junyu Yang
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Henry Yang
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Julie A I Thoms
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Ashwin Unnikrishnan
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - John E Pimanda
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Rongqing Pan
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Mahmoud A Bassal
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Maria T Voso
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Daniel G Tenen
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
| | - Li Chai
- From the Department of Pathology, Brigham and Women's Hospital (Y.-C.L., C. Gao, Jun Liu, J.Y., L. Chai), Harvard Stem Cell Institute, Harvard Medical School (A.I.J., M.A.B., D.G.T.), and the Department of Medical Oncology, Dana-Farber Cancer Institute (R.P.) - all in Boston; the Division of Hematology, Department of Medicine, Taipei Veterans General Hospital (Y.-C.L.), and the Faculty of Medicine and the Program in Molecular Medicine, Institute of Biopharmaceutical Sciences, School of Life Science, National Yang Ming Chiao Tung University (Y.-C.L., J.-H.L.) - both in Taipei, Taiwan; the Cancer Science Institute of Singapore, Singapore (J.K., Y.V.L., H.Y., M.A.B., D.G.T.); the Department of Biomedicine and Prevention, University of Rome Tor Vergata (E.F., G.F., L.V., C. Gurnari, M.T.V.), and UniCamillus-Saint Camillus International University of Health Sciences (E.F.), Rome, and Cellular Signaling Laboratory, Department of Biomedical and Neuromotor Sciences, University of Bologna (M.Y.F., L. Cocco), and IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli" (C.F.), Bologna - all in Italy; the National Clinical Research Center for Blood Diseases and State Key Laboratory of Experimental Hematology, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China (Z.X., Jinqin Liu, H.H.); and the School of Medical Sciences and Lowy Cancer Research Centre (J.A.I.T., J.E.P.) and Prince of Wales Clinical School and Lowy Cancer Research Centre (A.U., J.E.P.), Faculty of Medicine, University of New South Wales, Sydney, and the Department of Hematology, Prince of Wales Hospital, Randwick, NSW (J.E.P.) - both in Australia
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Putri GH, Anders S, Pyl PT, Pimanda JE, Zanini F. Analysing high-throughput sequencing data in Python with HTSeq 2.0. Bioinformatics 2022; 38:2943-2945. [PMID: 35561197 PMCID: PMC9113351 DOI: 10.1093/bioinformatics/btac166] [Citation(s) in RCA: 254] [Impact Index Per Article: 127.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 02/04/2022] [Accepted: 03/17/2022] [Indexed: 11/15/2022] Open
Abstract
SUMMARY HTSeq 2.0 provides a more extensive application programming interface including a new representation for sparse genomic data, enhancements for htseq-count to suit single-cell omics, a new script for data using cell and molecular barcodes, improved documentation, testing and deployment, bug fixes and Python 3 support. AVAILABILITY AND IMPLEMENTATION HTSeq 2.0 is released as an open-source software under the GNU General Public License and is available from the Python Package Index at https://pypi.python.org/pypi/HTSeq. The source code is available on Github at https://github.com/htseq/htseq. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Givanna H Putri
- School of Clinical Medicine, University of New South Wales, Sydney, NSW 2033, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW 2033, Australia
| | - Simon Anders
- Bioquant Center, University of Heidelberg, 69120 Heidelberg, Germany
| | - Paul Theodor Pyl
- Division of Surgery, Oncology and Pathology, Department of Clinical Sciences Lund, Faculty of Medicine, Lund University, Lund, Sweden
| | - John E Pimanda
- School of Clinical Medicine, University of New South Wales, Sydney, NSW 2033, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW 2033, Australia
- Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW 2052, Australia
- Department of Haematology, The Prince of Wales Hospital, Sydney, NSW 2031, Australia
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Yang J, Gao C, Liu M, Liu YC, Kwon J, Qi J, Tian X, Stein A, Liu YV, Kong NR, Wu Y, Yin S, Xi J, Chen Z, Kumari K, Wong H, Luo H, Silberstein LE, Thoms JAI, Unnikrishnan A, Pimanda JE, Tenen DG, Chai L. Targeting an Inducible SALL4-Mediated Cancer Vulnerability with Sequential Therapy. Cancer Res 2021; 81:6018-6028. [PMID: 34593523 PMCID: PMC8639708 DOI: 10.1158/0008-5472.can-21-0030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 07/28/2021] [Accepted: 09/29/2021] [Indexed: 11/16/2022]
Abstract
Oncofetal protein SALL4 is critical for cancer cell survival. Targeting SALL4, however, is only applicable in a fraction of cancer patients who are positive for this gene. To overcome this limitation, we propose to induce a cancer vulnerability by engineering a partial dependency upon SALL4. Following exogenous expression of SALL4, SALL4-negative cancer cells became partially dependent on SALL4. Treatment of SALL4-negative cells with the FDA-approved hypomethylating agent 5-aza-2'-deoxycytidine (DAC) resulted in transient upregulation of SALL4. DAC pretreatment sensitized SALL4-negative cancer cells to entinostat, which negatively affected SALL4 expression through a microRNA, miRNA-205, both in culture and in vivo. Moreover, SALL4 was essential for the efficiency of sequential treatment of DAC and entinostat. Overall, this proof-of-concept study provides a framework whereby the targeting pathways such as SALL4-centered therapy can be expanded, sensitizing cancer cells to treatment by transient target induction and engineering a dependency. SIGNIFICANCE: These findings provide a therapeutic approach for patients harboring no suitable target by induction of a SALL4-mediated vulnerability.
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Affiliation(s)
- Junyu Yang
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Chong Gao
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Miao Liu
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Yao-Chung Liu
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Junsu Kwon
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Jun Qi
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Xi Tian
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Alicia Stein
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Yanjing V Liu
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Nikki R Kong
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Yue Wu
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Shenyi Yin
- State Key Laboratory of Natural and Biomimetic Drugs, Institute of Molecular Medicine, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing, China
| | - Jianzhong Xi
- State Key Laboratory of Natural and Biomimetic Drugs, Institute of Molecular Medicine, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing, China
| | - Zhiyuan Chen
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Kalpana Kumari
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Hannan Wong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Hongbo Luo
- Joint Program in Transfusion Medicine, Department of Laboratory Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Leslie E Silberstein
- Joint Program in Transfusion Medicine, Department of Laboratory Medicine, Boston Children's Hospital, Boston, Massachusetts
| | - Julie A I Thoms
- School of Medical Sciences and Lowy Cancer Research Centre, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
| | - Ashwin Unnikrishnan
- Prince of Wales Clinical School and Lowy Cancer Research Centre, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
| | - John E Pimanda
- School of Medical Sciences and Lowy Cancer Research Centre, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
- Prince of Wales Clinical School and Lowy Cancer Research Centre, Faculty of Medicine, UNSW Sydney, New South Wales, Australia
- Department of Hematology, Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - Daniel G Tenen
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.
- Harvard Stem Cell Institute, Harvard Medical School, Boston, Massachusetts
| | - Li Chai
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
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9
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Thoms JAI, Truong P, Subramanian S, Knezevic K, Harvey G, Huang Y, Seneviratne JA, Carter DR, Joshi S, Skhinas J, Chacon D, Shah A, de Jong I, Beck D, Göttgens B, Larsson J, Wong JWH, Zanini F, Pimanda JE. Disruption of a GATA2-TAL1-ERG regulatory circuit promotes erythroid transition in healthy and leukemic stem cells. Blood 2021; 138:1441-1455. [PMID: 34075404 DOI: 10.1182/blood.2020009707] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 05/03/2021] [Indexed: 10/21/2022] Open
Abstract
Changes in gene regulation and expression govern orderly transitions from hematopoietic stem cells to terminally differentiated blood cell types. These transitions are disrupted during leukemic transformation, but knowledge of the gene regulatory changes underpinning this process is elusive. We hypothesized that identifying core gene regulatory networks in healthy hematopoietic and leukemic cells could provide insights into network alterations that perturb cell state transitions. A heptad of transcription factors (LYL1, TAL1, LMO2, FLI1, ERG, GATA2, and RUNX1) bind key hematopoietic genes in human CD34+ hematopoietic stem and progenitor cells (HSPCs) and have prognostic significance in acute myeloid leukemia (AML). These factors also form a densely interconnected circuit by binding combinatorially at their own, and each other's, regulatory elements. However, their mutual regulation during normal hematopoiesis and in AML cells, and how perturbation of their expression levels influences cell fate decisions remains unclear. In this study, we integrated bulk and single-cell data and found that the fully connected heptad circuit identified in healthy HSPCs persists, with only minor alterations in AML, and that chromatin accessibility at key heptad regulatory elements was predictive of cell identity in both healthy progenitors and leukemic cells. The heptad factors GATA2, TAL1, and ERG formed an integrated subcircuit that regulates stem cell-to-erythroid transition in both healthy and leukemic cells. Components of this triad could be manipulated to facilitate erythroid transition providing a proof of concept that such regulatory circuits can be harnessed to promote specific cell-type transitions and overcome dysregulated hematopoiesis.
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Affiliation(s)
| | - Peter Truong
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Shruthi Subramanian
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Kathy Knezevic
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Gregory Harvey
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Yizhou Huang
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
| | - Janith A Seneviratne
- Children's Cancer Institute Australia for Medical Research, Lowy Cancer Research Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Daniel R Carter
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
- Children's Cancer Institute Australia for Medical Research, Lowy Cancer Research Centre, UNSW Sydney, Kensington, NSW, Australia
| | - Swapna Joshi
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Joanna Skhinas
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Diego Chacon
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
| | - Anushi Shah
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
| | - Ineke de Jong
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Dominik Beck
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW, Australia
| | - Berthold Göttgens
- Wellcome and Medical Research Council (MRC) Cambridge Stem Cell Institute, Cambridge, United Kingdom
| | - Jonas Larsson
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Jason W H Wong
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region
| | - Fabio Zanini
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
- Garvan-Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia; and
| | - John E Pimanda
- School of Medical Sciences
- Adult Cancer Program, and
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, Australia
- Department of Haematology, Prince of Wales Hospital, Randwick, NSW, Australia
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10
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Tavassoli H, Rorimpandey P, Kang YC, Carnell M, Brownlee C, Pimanda JE, Chan PPY, Chandrakanthan V. Label-Free Isolation and Single Cell Biophysical Phenotyping Analysis of Primary Cardiomyocytes Using Inertial Microfluidics. Small 2021; 17:e2006176. [PMID: 33369875 DOI: 10.1002/smll.202006176] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 11/23/2020] [Indexed: 06/12/2023]
Abstract
To advance the understanding of cardiomyocyte (CM) identity and function, appropriate tools to isolate pure primary CMs are needed. A label-free method to purify viable CMs from mouse neonatal hearts is developed using a simple particle size-based inertial microfluidics biochip achieving purities of over 90%. Purified CMs are viable and retained their identity and function as depicted by the expression of cardiac-specific markers and contractility. The physico-mechanical properties of sorted cells are evaluated using downstream real-time deformability cytometry. CMs exhibited different physico-mechanical properties when compared with non-CMs. Taken together, this CM isolation and phenotyping method could serve as a valuable tool to progress the understanding of CM identity and function, and ultimately benefit cell therapy and diagnostic applications.
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Affiliation(s)
- Hossein Tavassoli
- Department of Telecommunications, Electrical, Robotics and Biomedical Engineering, Swinburne University of Technology, Hawthorn, Victoria, 3122, Australia
- Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Prunella Rorimpandey
- Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Young Chan Kang
- Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Michael Carnell
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Chris Brownlee
- Flow Cytometry Facility, Mark Wainwright Analytical Centre, University of New South Wales, Sydney, NSW, 2052, Australia
| | - John E Pimanda
- Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW, 2052, Australia
- Prince of Wales Clinical School, University of New South Wales, Sydney, NSW, 2052, Australia
- Department of Haematology, Prince of Wales Hospital, Sydney, NSW, 2052, Australia
| | - Peggy P Y Chan
- Department of Telecommunications, Electrical, Robotics and Biomedical Engineering, Swinburne University of Technology, Hawthorn, Victoria, 3122, Australia
| | - Vashe Chandrakanthan
- Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW, 2052, Australia
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW, 2052, Australia
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11
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Yeola A, Subramanian S, Oliver RA, Lucas CA, Thoms JAI, Yan F, Olivier J, Chacon D, Tursky ML, Srivastava P, Potas JR, Hung T, Power C, Hardy P, Ma DD, Kilian KA, McCarroll J, Kavallaris M, Hesson LB, Beck D, Curtis DJ, Wong JWH, Hardeman EC, Walsh WR, Mobbs R, Chandrakanthan V, Pimanda JE. Induction of muscle-regenerative multipotent stem cells from human adipocytes by PDGF-AB and 5-azacytidine. Sci Adv 2021; 7:7/3/eabd1929. [PMID: 33523875 PMCID: PMC7806226 DOI: 10.1126/sciadv.abd1929] [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] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 11/23/2020] [Indexed: 06/12/2023]
Abstract
Terminally differentiated murine osteocytes and adipocytes can be reprogrammed using platelet-derived growth factor-AB and 5-azacytidine into multipotent stem cells with stromal cell characteristics. We have now optimized culture conditions to reprogram human adipocytes into induced multipotent stem (iMS) cells and characterized their molecular and functional properties. Although the basal transcriptomes of adipocyte-derived iMS cells and adipose tissue-derived mesenchymal stem cells were similar, there were changes in histone modifications and CpG methylation at cis-regulatory regions consistent with an epigenetic landscape that was primed for tissue development and differentiation. In a non-specific tissue injury xenograft model, iMS cells contributed directly to muscle, bone, cartilage, and blood vessels, with no evidence of teratogenic potential. In a cardiotoxin muscle injury model, iMS cells contributed specifically to satellite cells and myofibers without ectopic tissue formation. Together, human adipocyte-derived iMS cells regenerate tissues in a context-dependent manner without ectopic or neoplastic growth.
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Affiliation(s)
- Avani Yeola
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Shruthi Subramanian
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Rema A Oliver
- Surgical and Orthopaedic Research Laboratories, Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Christine A Lucas
- Cellular and Genetic Medicine Unit, School of Medical Sciences, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Julie A I Thoms
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Feng Yan
- Australian Centre for Blood Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Jake Olivier
- School of Mathematics and Statistics, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Diego Chacon
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Melinda L Tursky
- St. Vincent's Centre for Applied Medical Research, St Vincent's Hospital Sydney and St Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2010, Australia
| | - Pallavi Srivastava
- School of Material Sciences and Engineering, School of Chemistry, Australian Centre for Nanomedicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Jason R Potas
- Translational Neuroscience Facility, School of Medical Sciences, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Tzongtyng Hung
- Biological Resources Imaging Laboratory, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Carl Power
- Biological Resources Imaging Laboratory, Mark Wainwright Analytical Centre, UNSW Sydney, Sydney, NSW 2052, Australia
| | | | - David D Ma
- St. Vincent's Centre for Applied Medical Research, St Vincent's Hospital Sydney and St Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2010, Australia
| | - Kristopher A Kilian
- School of Material Sciences and Engineering, School of Chemistry, Australian Centre for Nanomedicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Joshua McCarroll
- Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
| | - Maria Kavallaris
- Children's Cancer Institute, Lowy Cancer Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
- ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, Australian Centre for Nanomedicine, UNSW Sydney, Sydney, NSW 2052, Australia
- School of Women's and Children's Health, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Luke B Hesson
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, NSW 2010, Australia
| | - Dominik Beck
- School of Biomedical Engineering, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - David J Curtis
- Australian Centre for Blood Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Clinical Haematology, Alfred Health, Melbourne, VIC, Australia
| | - Jason W H Wong
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region
| | - Edna C Hardeman
- Cellular and Genetic Medicine Unit, School of Medical Sciences, UNSW Sydney, Sydney, NSW 2052, Australia
| | - William R Walsh
- Surgical and Orthopaedic Research Laboratories, Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW 2052, Australia
| | - Ralph Mobbs
- Surgical and Orthopaedic Research Laboratories, Prince of Wales Clinical School, UNSW Sydney, Sydney, NSW 2052, Australia
- Department of Neurosurgery, Prince of Wales Hospital, Randwick, NSW 2031, Australia
| | - Vashe Chandrakanthan
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia.
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW 2052, Australia.
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
- Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, NSW 2052, Australia
- Department of Haematology, Prince of Wales Hospital, Randwick, NSW 2031, Australia
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12
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Anande G, Deshpande NP, Mareschal S, Batcha AMN, Hampton HR, Herold T, Lehmann S, Wilkins MR, Wong JWH, Unnikrishnan A, Pimanda JE. RNA Splicing Alterations Induce a Cellular Stress Response Associated with Poor Prognosis in Acute Myeloid Leukemia. Clin Cancer Res 2020; 26:3597-3607. [PMID: 32122925 DOI: 10.1158/1078-0432.ccr-20-0184] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/13/2020] [Accepted: 02/26/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE RNA splicing is a fundamental biological process that generates protein diversity from a finite set of genes. Recurrent somatic mutations of splicing factor genes are common in some hematologic cancers but are relatively uncommon in acute myeloid leukemia (AML, < 20% of patients). We examined whether RNA splicing differences exist in AML, even in the absence of splicing factor mutations. EXPERIMENTAL DESIGN We developed a bioinformatics pipeline to study alternative RNA splicing in RNA-sequencing data from large cohorts of patients with AML. RESULTS We have identified recurrent differential alternative splicing between patients with poor and good prognosis. These splicing events occurred even in patients without any discernible splicing factor mutations. Alternative splicing recurrently occurred in genes with specific molecular functions, primarily related to protein translation. Developing tools to predict the functional impact of alternative splicing on the translated protein, we discovered that approximately 45% of the splicing events directly affected highly conserved protein domains. Several splicing factors were themselves misspliced and the splicing of their target transcripts were altered. Studying differential gene expression in the same patients, we identified that alternative splicing of protein translation genes in ELNAdv patients resulted in the induction of an integrated stress response and upregulation of inflammation-related genes. Finally, using machine learning techniques, we identified a splicing signature of four genes which refine the accuracy of existing risk prognosis schemes and validated it in a completely independent cohort. CONCLUSIONS Our discoveries therefore identify aberrant alternative splicing as a molecular feature of adverse AML with clinical relevance.See related commentary by Bowman, p. 3503.
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Affiliation(s)
- Govardhan Anande
- Adult Cancer Program, Lowy Cancer Research Centre & Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Nandan P Deshpande
- School of Biotechnology and Biomolecular Sciences, University of New South Wales Sydney, New South Wales, Australia
| | - Sylvain Mareschal
- Hematology Centre, Karolinska University Hospital and Department of Medicine, Karolinska Institutet, Huddinge, Stockholm, Sweden
| | - Aarif M N Batcha
- Institute of Medical Data Processing, Biometrics and Epidemiology, Faculty of Medicine, LMU Munich, Munich, Germany.,Data Integration for Future Medicine, LMU Munich, Munich, Germany
| | - Henry R Hampton
- Adult Cancer Program, Lowy Cancer Research Centre & Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Tobias Herold
- Department of Medicine III, University Hospital, LMU Munich, Munich, Germany.,Research Unit Apoptosis in Hematopoietic Stem Cells, Helmholtz Zentrum München, German Research Center for Environmental Health, Munich, Germany
| | - Soren Lehmann
- Hematology Centre, Karolinska University Hospital and Department of Medicine, Karolinska Institutet, Huddinge, Stockholm, Sweden.,Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Marc R Wilkins
- School of Biotechnology and Biomolecular Sciences, University of New South Wales Sydney, New South Wales, Australia
| | - Jason W H Wong
- Adult Cancer Program, Lowy Cancer Research Centre & Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia.,School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Ashwin Unnikrishnan
- Adult Cancer Program, Lowy Cancer Research Centre & Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia.
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre & Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia. .,Department of Pathology, School of Medical Sciences, University of New South Wales Sydney, New South Wales, Australia.,Department of Haematology, Prince of Wales Hospital, Sydney, New South Wales, Australia
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13
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Khanna A, Thoms JAI, Stringer BW, Chung SA, Ensbey KS, Jue TR, Jahan Z, Subramanian S, Anande G, Shen H, Unnikrishnan A, McDonald KL, Day BW, Pimanda JE. Constitutive CHK1 Expression Drives a pSTAT3-CIP2A Circuit that Promotes Glioblastoma Cell Survival and Growth. Mol Cancer Res 2020; 18:709-722. [PMID: 32079743 DOI: 10.1158/1541-7786.mcr-19-0934] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 01/14/2020] [Accepted: 02/17/2020] [Indexed: 11/16/2022]
Abstract
High-constitutive activity of the DNA damage response protein checkpoint kinase 1 (CHK1) has been shown in glioblastoma (GBM) cell lines and in tissue sections. However, whether constitutive activation and overexpression of CHK1 in GBM plays a functional role in tumorigenesis or has prognostic significance is not known. We interrogated multiple glioma patient cohorts for expression levels of CHK1 and the oncogene cancerous inhibitor of protein phosphatase 2A (CIP2A), a known target of high-CHK1 activity, and examined the relationship between these two proteins in GBM. Expression levels of CHK1 and CIP2A were independent predictors for reduced overall survival across multiple glioma patient cohorts. Using siRNA and pharmacologic inhibitors we evaluated the impact of their depletion using both in vitro and in vivo models and sought a mechanistic explanation for high CIP2A in the presence of high-CHK1 levels in GBM and show that; (i) CHK1 and pSTAT3 positively regulate CIP2A gene expression; (ii) pSTAT3 and CIP2A form a recursively wired transcriptional circuit; and (iii) perturbing CIP2A expression induces GBM cell senescence and retards tumor growth in vitro and in vivo. Taken together, we have identified an oncogenic transcriptional circuit in GBM that can be destabilized by targeting CIP2A. IMPLICATIONS: High expression of CIP2A in gliomas is maintained by a CHK1-dependent pSTAT3-CIP2A recursive loop; interrupting CIP2A induces cell senescence and slows GBM growth adding impetus to the development of CIP2A as an anticancer drug target.
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Affiliation(s)
- Anchit Khanna
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia. .,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Julie A I Thoms
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,School of Medical Sciences, University of New South Wales Sydney, New South Wales, Australia
| | - Brett W Stringer
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Sylvia A Chung
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Kathleen S Ensbey
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Toni Rose Jue
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Zeenat Jahan
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia
| | - Shruthi Subramanian
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Govardhan Anande
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Han Shen
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia.,Centre for Cancer Research, Westmead Institute for Medical Research, Westmead, Australia.,Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Camperdown, Australia
| | - Ashwin Unnikrishnan
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Kerrie L McDonald
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia.,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia
| | - Bryan W Day
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre, University of New South Wales Sydney, New South Wales, Australia. .,Prince of Wales Clinical School, University of New South Wales Sydney, New South Wales, Australia.,School of Medical Sciences, University of New South Wales Sydney, New South Wales, Australia.,Department of Haematology, Prince of Wales Hospital, Randwick, New South Wales, Australia
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14
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Lee Q, Padula MP, Pinello N, Williams SH, O'Rourke MB, Fumagalli MJ, Orkin JD, Song R, Shaban B, Brenner O, Pimanda JE, Weninger W, de Souza WM, Melin AD, Wong JJL, Crim MJ, Monette S, Roediger B, Jolly CJ. Murine and related chapparvoviruses are nephro-tropic and produce novel accessory proteins in infected kidneys. PLoS Pathog 2020; 16:e1008262. [PMID: 31971979 PMCID: PMC6999912 DOI: 10.1371/journal.ppat.1008262] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 02/04/2020] [Accepted: 12/08/2019] [Indexed: 12/21/2022] Open
Abstract
Mouse kidney parvovirus (MKPV) is a member of the provisional genus Chapparvovirus that causes renal disease in immune-compromised mice, with a disease course reminiscent of polyomavirus-associated nephropathy in immune-suppressed kidney transplant patients. Here we map four major MKPV transcripts, created by alternative splicing, to a common initiator region, and use mass spectrometry to identify “p10” and “p15” as novel chapparvovirus accessory proteins produced in MKPV-infected kidneys. p15 and the splicing-dependent putative accessory protein NS2 are conserved in all near-complete amniote chapparvovirus genomes currently available (from mammals, birds and a reptile). In contrast, p10 may be encoded only by viruses with >60% amino acid identity to MKPV. We show that MKPV is kidney-tropic and that the bat chapparvovirus DrPV-1 and a non-human primate chapparvovirus, CKPV, are also found in the kidneys of their hosts. We propose, therefore, that many mammal chapparvoviruses are likely to be nephrotropic. Parvoviruses are small, genetically simple single-strand DNA viruses that remain viable outside their hosts for very long periods of time. They cause disease in several domesticated species and in humans. Mouse kidney parvovirus (MKPV) is a causative agent of kidney failure in immune-compromised mice and is the only member of the provisional Chapparvovirus genus for which the complete genome including telomeres is known. Here, we show that MKPV propagates almost exclusively in the kidneys of mice infected naturally, wherein it produces novel accessory proteins whose coding regions are conserved in amniote-associated chapparvovirus sequences. We assemble a closely related complete viral genome present in DNA extracted from the kidney of a wild Cebus imitator monkey, and show that another related chapparvovirus is preferentially found in kidneys of the vampire bat Desmodus rotundus. We conclude that many mammal-hosted chapparvovirus are adapted to the kidney niche and may therefore cause disease following kidney stress in multiple species.
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Affiliation(s)
- Quintin Lee
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Matthew P. Padula
- Proteomics Core Facility, University of Technology Sydney, Sydney, NSW, Australia
| | - Natalia Pinello
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Simon H. Williams
- Center for Infection & Immunity, Mailman School of Public Health, Columbia University, New York, NY, United States of America
| | - Matthew B. O'Rourke
- Kolling Institute of Medical Research, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Marcilio Jorge Fumagalli
- Virology Research Center, School of Medicine of Ribeirão Preto of the University of São Paulo, Ribeirão Preto, Brazil
| | - Joseph D. Orkin
- Institut de Biologia Evolutiva, CSIC-Universitat Pompeu Fabra, Barcelona, Spain
- Department of Anthropology and Archaeology, University of Calgary, Alberta, Canada
| | - Renhua Song
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Babak Shaban
- Melbourne Integrative Genomics, University of Melbourne, Melbourne, Victoria, Australia
| | - Ori Brenner
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - John E. Pimanda
- Lowy Cancer Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
| | - Wolfgang Weninger
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Department of Dermatology, Medical University of Vienna, Vienna, Austria
| | - William Marciel de Souza
- Virology Research Center, School of Medicine of Ribeirão Preto of the University of São Paulo, Ribeirão Preto, Brazil
| | - Amanda D. Melin
- Institut de Biologia Evolutiva, CSIC-Universitat Pompeu Fabra, Barcelona, Spain
- Department of Medical Genetics and Alberta Children’s Hospital Research Institute, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Justin J.-L. Wong
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Marcus J. Crim
- Microbiology and Aquatic Diagnostics, IDEXX BioAnalytics, Discovery Drive, Columbia, MO, United States of America
| | - Sébastien Monette
- Laboratory of Comparative Pathology, Center of Comparative Medicine and Pathology, Memorial Sloan Kettering Cancer Center, The Rockefeller University, Weill Cornell Medicine, New York, NY, United States of America
| | - Ben Roediger
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Autoimmunity, Transplantation, Inflammation (ATI) Disease Area, Novartis Institutes for Biomedical Research, Basel, Switzerland
- * E-mail: (BR); (CJJ)
| | - Christopher J. Jolly
- Lowy Cancer Research Centre, University of New South Wales Sydney, Sydney, NSW, Australia
- * E-mail: (BR); (CJJ)
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15
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Krivtsov AV, Evans K, Gadrey JY, Eschle BK, Hatton C, Uckelmann HJ, Ross KN, Perner F, Olsen SN, Pritchard T, McDermott L, Jones CD, Jing D, Braytee A, Chacon D, Earley E, McKeever BM, Claremon D, Gifford AJ, Lee HJ, Teicher BA, Pimanda JE, Beck D, Perry JA, Smith MA, McGeehan GM, Lock RB, Armstrong SA. A Menin-MLL Inhibitor Induces Specific Chromatin Changes and Eradicates Disease in Models of MLL-Rearranged Leukemia. Cancer Cell 2019; 36:660-673.e11. [PMID: 31821784 PMCID: PMC7227117 DOI: 10.1016/j.ccell.2019.11.001] [Citation(s) in RCA: 212] [Impact Index Per Article: 42.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 09/23/2019] [Accepted: 11/04/2019] [Indexed: 12/13/2022]
Abstract
Inhibition of the Menin (MEN1) and MLL (MLL1, KMT2A) interaction is a potential therapeutic strategy for MLL-rearranged (MLL-r) leukemia. Structure-based design yielded the potent, highly selective, and orally bioavailable small-molecule inhibitor VTP50469. Cell lines carrying MLL rearrangements were selectively responsive to VTP50469. VTP50469 displaced Menin from protein complexes and inhibited chromatin occupancy of MLL at select genes. Loss of MLL binding led to changes in gene expression, differentiation, and apoptosis. Patient-derived xenograft (PDX) models derived from patients with either MLL-r acute myeloid leukemia or MLL-r acute lymphoblastic leukemia (ALL) showed dramatic reductions of leukemia burden when treated with VTP50469. Multiple mice engrafted with MLL-r ALL remained disease free for more than 1 year after treatment. These data support rapid translation of this approach to clinical trials.
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Affiliation(s)
- Andrei V Krivtsov
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Kathryn Evans
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia
| | - Jayant Y Gadrey
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Benjamin K Eschle
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Charlie Hatton
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Hannah J Uckelmann
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Kenneth N Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Florian Perner
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Sarah N Olsen
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | - Tara Pritchard
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia
| | - Lisa McDermott
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia
| | - Connor D Jones
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia
| | - Duohui Jing
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia
| | - Ali Braytee
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney 2052, Australia; Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Diego Chacon
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney 2052, Australia; Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Eric Earley
- RTI International, Research Triangle Park, NC 27709, USA
| | | | | | - Andrew J Gifford
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia; Department of Anatomical Pathology, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Heather J Lee
- School of Biomedical Sciences and Pharmacy, Faculty of Health and Medicine, The University of Newcastle, Callaghan, NSW 2308, Australia
| | | | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney 2052, Australia; Department of Haematology, Prince of Wales Hospital, Sydney, NSW 2210, Australia
| | - Dominik Beck
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney 2052, Australia; Centre for Health Technologies and the School of Biomedical Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Jennifer A Perry
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA
| | | | | | - Richard B Lock
- Children's Cancer Institute, School of Women's and Children's Health, UNSW, Sydney 2052, Australia
| | - Scott A Armstrong
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, and Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02215, USA.
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16
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Thoms JAI, Beck D, Pimanda JE. Transcriptional networks in acute myeloid leukemia. Genes Chromosomes Cancer 2019; 58:859-874. [PMID: 31369171 DOI: 10.1002/gcc.22794] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [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: 04/04/2019] [Revised: 07/26/2019] [Accepted: 07/29/2019] [Indexed: 12/16/2022] Open
Abstract
Acute myeloid leukemia (AML) is a complex disease characterized by a diverse range of recurrent molecular aberrations that occur in many different combinations. Components of transcriptional networks are a common target of these aberrations, leading to network-wide changes and deployment of novel or developmentally inappropriate transcriptional programs. Genome-wide techniques are beginning to reveal the full complexity of normal hematopoietic stem cell transcriptional networks and the extent to which they are deregulated in AML, and new understandings of the mechanisms by which AML cells maintain self-renewal and block differentiation are starting to emerge. The hope is that increased understanding of the network architecture in AML will lead to identification of key oncogenic dependencies that are downstream of multiple network aberrations, and that this knowledge will be translated into new therapies that target these dependencies. Here, we review the current state of knowledge of network perturbation in AML with a focus on major mechanisms of transcription factor dysregulation, including mutation, translocation, and transcriptional dysregulation, and discuss how these perturbations propagate across transcriptional networks. We will also review emerging mechanisms of network disruption, and briefly discuss how increased knowledge of network disruption is already being used to develop new therapies.
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Affiliation(s)
- Julie A I Thoms
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
| | - Dominik Beck
- School of Biomedical Engineering, University of Technology Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia
| | - John E Pimanda
- School of Medical Sciences, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, Faculty of Medicine, UNSW Sydney, Sydney, New South Wales, Australia.,Department of Haematology, Prince of Wales Hospital, Sydney, New South Wales, Australia
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17
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Richards LA, Kumari A, Knezevic K, Thoms JA, von Jonquieres G, Napier CE, Ali Z, O'Brien R, Marks-Bluth J, Maritz MF, Pickett HA, Morris J, Pimanda JE, MacKenzie KL. DKC1 is a transcriptional target of GATA1 and drives upregulation of telomerase activity in normal human erythroblasts. Haematologica 2019; 105:1517-1526. [PMID: 31413099 PMCID: PMC7271591 DOI: 10.3324/haematol.2018.215699] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 08/13/2019] [Indexed: 12/15/2022] Open
Abstract
Telomerase is a ribonucleoprotein complex that maintains the length and integrity of telomeres, and thereby enables cellular proliferation. Understanding the regulation of telomerase in hematopoietic cells is relevant to the pathogenesis of leukemia, in which telomerase is constitutively activated, as well as bone marrow failure syndromes that feature telomerase insufficiency. Past studies showing high levels of telomerase in human erythroblasts and a prevalence of anemia in disorders of telomerase insufficiency provide the rationale for investigating telomerase regulation in erythroid cells. Here it is shown for the first time that the telomerase RNA-binding protein dyskerin (encoded by DKC1) is dramatically upregulated as human hematopoietic stem and progenitor cells commit to the erythroid lineage, driving an increase in telomerase activity in the presence of limiting amounts of TERT mRNA. It is also shown that upregulation of DKC1 was necessary for expansion of glycophorin A+ erythroblasts and sufficient to extend telomeres in erythroleukemia cells. Chromatin immunoprecipitation and reporter assays implicated GATA1-mediated transcriptional regulation of DKC1 in the modulation of telomerase in erythroid lineage cells. Together these results describe a novel mechanism of telomerase regulation in erythroid cells which contrasts with mechanisms centered on transcriptional regulation of TERT that are known to operate in other cell types. This is the first study to reveal a biological context in which telomerase is upregulated by DKC1 and to implicate GATA1 in telomerase regulation. The results from this study are relevant to hematopoietic disorders involving DKC1 mutations, GATA1 deregulation and/or telomerase insufficiency.
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Affiliation(s)
| | - Ashu Kumari
- Children's Cancer Institute Australia, Randwick
| | - Kathy Knezevic
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney
| | - Julie Ai Thoms
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney.,School of Medical Sciences, UNSW, Sydney
| | | | | | - Zara Ali
- Cancer Research Unit, Children's Medical Research Institute, Westmead
| | | | - Jonathon Marks-Bluth
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney
| | | | - Hilda A Pickett
- Telomere Length Regulation Unit, Children's Medical Research Institute, Westmead
| | - Jonathan Morris
- The University of Sydney School of Medicine, Kolling Institute of Medical Research, St Leonards
| | - John E Pimanda
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney.,School of Medical Sciences, UNSW, Sydney
| | - Karen L MacKenzie
- Children's Cancer Institute Australia, Randwick .,Cancer Research Unit, Children's Medical Research Institute, Westmead.,School of Women's and Children's Health, UNSW, Sydney.,Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
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18
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Poulos RC, Perera D, Packham D, Shah A, Janitz C, Pimanda JE, Hawkins N, Ward RL, Hesson LB, Wong JWH. Scarcity of Recurrent Regulatory Driver Mutations in Colorectal Cancer Revealed by Targeted Deep Sequencing. JNCI Cancer Spectr 2019; 3:pkz012. [PMID: 31360895 PMCID: PMC6649856 DOI: 10.1093/jncics/pkz012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [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: 09/26/2018] [Revised: 02/07/2019] [Accepted: 02/22/2019] [Indexed: 11/18/2022] Open
Abstract
Background Genetic testing of cancer samples primarily focuses on protein-coding regions, despite most mutations arising in noncoding DNA. Noncoding mutations can be pathogenic if they disrupt gene regulation, but the benefits of assessing promoter mutations in driver genes by panel testing has not yet been established. This is especially the case in colorectal cancer, for which few putative driver variants at regulatory elements have been reported. Methods We designed a unique target capture sequencing panel of 39 colorectal cancer driver genes and their promoters, together with more than 35 megabases of regulatory elements focusing on gene promoters. Using this panel, we sequenced 95 colorectal cancer and matched normal samples at high depth, averaging 170× and 82× coverage, respectively. Results Our target capture sequencing design enabled improved coverage and variant detection across captured regions. We found cases with hereditary defects in mismatch and base excision repair due to deleterious germline coding variants, and we identified mutational spectra consistent with these repair deficiencies. Focusing on gene promoters and other regulatory regions, we found little evidence for base or region-specific recurrence of functional somatic mutations. Promoter elements, including TERT, harbored few mutations, with none showing strong functional evidence. Recurrent regulatory mutations were rare in our sequenced regions in colorectal cancer, though we highlight some candidate mutations for future functional studies. Conclusions Our study supports recent findings that regulatory driver mutations are rare in many cancer types and suggests that the inclusion of promoter regions into cancer panel testing is currently likely to have limited clinical utility in colorectal cancer.
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Affiliation(s)
- Rebecca C Poulos
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Children's Medical Research Institute, Faculty of Medicine and Health The University of Sydney, Westmead, NSW, Australia
| | - Dilmi Perera
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Deborah Packham
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Anushi Shah
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Caroline Janitz
- Next-Generation Sequencing Facility, Office of the Deputy Vice-Chancellor (R&D), Western Sydney University, Penrith, NSW, Australia
| | - John E Pimanda
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Department of Haematology, Prince of Wales Hospital, Sydney, NSW, Australia.,School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia
| | - Nicholas Hawkins
- School of Medical Sciences, UNSW Sydney, Sydney, NSW, Australia.,Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Robyn L Ward
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Luke B Hesson
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia
| | - Jason W H Wong
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Sydney, Sydney, NSW, Australia.,School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region
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19
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Jing D, Huang Y, Liu X, Sia KCS, Zhang JC, Tai X, Wang M, Toscan CE, McCalmont H, Evans K, Mayoh C, Poulos RC, Span M, Mi J, Zhang C, Wong JWH, Beck D, Pimanda JE, Lock RB. Lymphocyte-Specific Chromatin Accessibility Pre-determines Glucocorticoid Resistance in Acute Lymphoblastic Leukemia. Cancer Cell 2018; 34:906-921.e8. [PMID: 30537513 DOI: 10.1016/j.ccell.2018.11.002] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [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: 03/26/2018] [Revised: 10/02/2018] [Accepted: 11/05/2018] [Indexed: 12/24/2022]
Abstract
Glucocorticoids play a critical role in the treatment of lymphoid malignancies. While glucocorticoid efficacy can be largely attributed to lymphocyte-specific apoptosis, its molecular basis remains elusive. Here, we studied genome-wide lymphocyte-specific open chromatin domains (LSOs), and integrated LSOs with glucocorticoid-induced RNA transcription and chromatin modulation using an in vivo patient-derived xenograft model of acute lymphoblastic leukemia (ALL). This led to the identification of LSOs critical for glucocorticoid-induced apoptosis. Glucocorticoid receptor cooperated with CTCF at these LSOs to mediate DNA looping, which was inhibited by increased DNA methylation in glucocorticoid-resistant ALL and non-lymphoid cell types. Our study demonstrates that lymphocyte-specific epigenetic modifications pre-determine glucocorticoid resistance in ALL and may account for the lack of glucocorticoid sensitivity in other cell types.
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Affiliation(s)
- Duohui Jing
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia.
| | - Yizhou Huang
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Centre for Health Technologies, School of Biomedical Engineering and the School of Software, University of Technology, Sydney, NSW 2007, Australia
| | - Xiaoyun Liu
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Keith C S Sia
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Julia C Zhang
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Xiaolu Tai
- School of Life Sciences and Technology, Tongji University, Shanghai 200092, China
| | - Meng Wang
- School of Life Sciences and Technology, Tongji University, Shanghai 200092, China
| | - Cara E Toscan
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Hannah McCalmont
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Kathryn Evans
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Chelsea Mayoh
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Rebecca C Poulos
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia
| | - Miriam Span
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia
| | - Jianqing Mi
- State Key Laboratory of Medical Genomics, Shanghai Institute of Hematology, Rui Jin Hospital Affiliated to School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China
| | - Chao Zhang
- School of Life Sciences and Technology, Tongji University, Shanghai 200092, China
| | - Jason W H Wong
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia
| | - Dominik Beck
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Centre for Health Technologies, School of Biomedical Engineering and the School of Software, University of Technology, Sydney, NSW 2007, Australia
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Department of Haematology, Prince of Wales Hospital, Sydney, NSW 2210, Australia
| | - Richard B Lock
- Children's Cancer Institute, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia.
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20
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Chiu SK, Saw J, Huang Y, Sonderegger SE, Wong NC, Powell DR, Beck D, Pimanda JE, Tremblay CS, Curtis DJ. A novel role for Lyl1 in primitive erythropoiesis. Development 2018; 145:dev.162990. [PMID: 30185409 DOI: 10.1242/dev.162990] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 08/28/2018] [Indexed: 01/21/2023]
Abstract
Stem cell leukemia (Scl or Tal1) and lymphoblastic leukemia 1 (Lyl1) encode highly related members of the basic helix-loop-helix family of transcription factors that are co-expressed in the erythroid lineage. Previous studies have suggested that Scl is essential for primitive erythropoiesis. However, analysis of single-cell RNA-seq data of early embryos showed that primitive erythroid cells express both Scl and Lyl1 Therefore, to determine whether Lyl1 can function in primitive erythropoiesis, we crossed conditional Scl knockout mice with mice expressing a Cre recombinase under the control of the Epo receptor, active in erythroid progenitors. Embryos with 20% expression of Scl from E9.5 survived to adulthood. However, mice with reduced expression of Scl and absence of Lyl1 (double knockout; DKO) died at E10.5 because of progressive loss of erythropoiesis. Gene expression profiling of DKO yolk sacs revealed loss of Gata1 and many of the known target genes of the SCL-GATA1 complex. ChIP-seq analyses in a human erythroleukemia cell line showed that LYL1 exclusively bound a small subset of SCL targets including GATA1. Together, these data show for the first time that Lyl1 can maintain primitive erythropoiesis.
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Affiliation(s)
- Sung K Chiu
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC 3004, Australia
| | - Jesslyn Saw
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC 3004, Australia
| | - Yizhou Huang
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia.,Centre for Health Technologies, School of Biomedical Engineering and the School of Software, University of Technology, Sydney, NSW 2007, Australia
| | - Stefan E Sonderegger
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC 3004, Australia
| | - Nicholas C Wong
- Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Bioinformatics Platform, Monash University, Melbourne, VIC 3800, Australia
| | - David R Powell
- Bioinformatics Platform, Monash University, Melbourne, VIC 3800, Australia
| | - Dominic Beck
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia.,Centre for Health Technologies, School of Biomedical Engineering and the School of Software, University of Technology, Sydney, NSW 2007, Australia
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia.,Department of Haematology, Prince of Wales Hospital, Sydney, NSW 2031, Australia.,Department of Pathology, School of Medical Sciences, University of New South Wales, Sydney, NSW 2052, Australia
| | - Cedric S Tremblay
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC 3004, Australia
| | - David J Curtis
- Australian Centre for Blood Diseases, Monash University, Melbourne, VIC 3004, Australia .,Department of Clinical Haematology, The Alfred Hospital, Melbourne, VIC 3004, Australia
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21
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Jing D, Huang Y, Liu X, Sia K, Poulos RC, Span M, Zhang C, Mi J, Wong JWH, Beck D, Pimanda JE, Lock RB. Abstract 3173: Lymphocyte-specific chromatin accessibility predetermines glucocorticoid resistance in acute lymphoblastic leukemia. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-3173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Glucocorticoids are well known for their immunosuppressive activity, and play a critical role in the treatment of lymphoid malignancies. However, the development of resistance remains a significant barrier to cure and the mechanisms are poorly defined. Moreover, glucocorticoids are rarely efficacious in treating myeloid and other non-lymphoid malignancies, and the mechanisms of lymphocyte-specific efficacy are unclear. To address these issues, we first carried out a global analysis of DNase I hypersensitive sites in 18 lymphoid and 64 non-lymphoid cell types to map lymphocyte-specific open chromatin domains (LSOs). We then integrated these domains with genome-wide glucocorticoid-induced gene transcription and epigenetic modulation in an in vivo patient-derived xenograft (PDX) model of acute lymphoblastic leukemia (ALL). Performing chromatin immunoprecipitation and assays for transposase-accessible chromatin (ATAC), we determined a strong correlation between glucocorticoid receptor (GR) binding and chromatin accessibility, acetylated histone marks and binding of a DNA structural protein (CTCF), and identified 1,536 GR bound LSOs. We next analyzed RNA-seq data in glucocorticoid sensitive and resistant ALL PDXs for expression changes in genes located within 100 kb of the LSOs after glucocorticoid treatment in vivo, and identified four groups comprising 389 genes that were significantly differentially expressed. Of the 198 up-regulated genes, 143 showed increased H3K27Ac enrichments at 177 LSOs. Forty-two LSOs showed the increase only in glucocorticoid sensitive but not resistant ALLs. Applying this to an extended panel of ALL PDXs, basal DNA methylation at the 42 LSOs was significantly higher in resistant ALLs despite no difference within the gene bodies, whereas the basal chromatin accessibility indicated by ATAC abundance was diminished. Pathway analysis indicated that the LSO regulated genes were involved in repressing B- and T- cell receptor signaling pathways and activating the apoptotic pathway. One such LSO was at the pro-apoptotic BIM gene locus, where CTCF binding was found only in lymphocytes but not in other cell types. The GR cooperated with CTCF to mediate interactions between the promoter and the BIM LSO to direct DNA looping, thus triggering BIM transcription. Importantly, this LSO was heavily methylated in resistant ALLs as well as non-lymphoid cells. Azacitidine, a DNA demethylating drug that is routinely used in the clinic, could partially reverse these changes and restore glucocorticoid sensitivity. Taken together, this study demonstrated for the first time that lymphocyte-specific epigenetic modifications pre-determine glucocorticoid resistance in ALL and may account for the lack of glucocorticoid sensitivity in other cell type. Reversal of these epigenetic changes may lead to improvements in the use of glucocorticoids in the clinic.
Citation Format: Duohui Jing, Yizhou Huang, Xiaoyun Liu, Keith Sia, Rebecca C. Poulos, Miriam Span, Chao Zhang, Jianqing Mi, Jason WH Wong, Dominik Beck, John E. Pimanda, Richard B. Lock. Lymphocyte-specific chromatin accessibility predetermines glucocorticoid resistance in acute lymphoblastic leukemia [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 3173.
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Affiliation(s)
- Duohui Jing
- 1Children's Cancer Institute, Sydney, Australia
| | - Yizhou Huang
- 2Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, Australia; Centre for Health Technologies, School of Biomedical Engineering and the School of Software, University of Technology, Sydney, Australia
| | - Xiaoyun Liu
- 1Children's Cancer Institute, Sydney, Australia
| | - Keith Sia
- 1Children's Cancer Institute, Sydney, Australia
| | - Rebecca C. Poulos
- 3Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, Australia
| | - Miriam Span
- 1Children's Cancer Institute, Sydney, Australia
| | - Chao Zhang
- 4School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Jianqing Mi
- 5State Key Laboratory of Medical Genomics, Shanghai Institute of Hematology, Rui Jin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jason WH Wong
- 3Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, Australia
| | - Dominik Beck
- 2Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, Australia; Centre for Health Technologies, School of Biomedical Engineering and the School of Software, University of Technology, Sydney, Australia
| | - John E. Pimanda
- 3Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW, Sydney, Australia
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Liu Q, Thoms JAI, Nunez AC, Huang Y, Knezevic K, Packham D, Poulos RC, Williams R, Beck D, Hawkins NJ, Ward RL, Wong JWH, Hesson LB, Sloane MA, Pimanda JE. Disruption of a -35 kb Enhancer Impairs CTCF Binding and MLH1 Expression in Colorectal Cells. Clin Cancer Res 2018; 24:4602-4611. [PMID: 29898989 DOI: 10.1158/1078-0432.ccr-17-3678] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 04/17/2018] [Accepted: 06/06/2018] [Indexed: 11/16/2022]
Abstract
Purpose:MLH1 is a major tumor suppressor gene involved in the pathogenesis of Lynch syndrome and various sporadic cancers. Despite their potential pathogenic importance, genomic regions capable of regulating MLH1 expression over long distances have yet to be identified.Experimental Design: Here, we use chromosome conformation capture (3C) to screen a 650-kb region flanking the MLH1 locus to identify interactions between the MLH1 promoter and distal regions in MLH1-expressing and nonexpressing cells. Putative enhancers were functionally validated using luciferase reporter assays, chromatin immunoprecipitation, and CRISPR-Cas9-mediated deletion of endogenous regions. To evaluate whether germline variants in the enhancer might contribute to impaired MLH1 expression in patients with suspected Lynch syndrome, we also screened germline DNA from a cohort of 74 patients with no known coding mutations or epimutations at the MLH1 promoter.Results: A 1.8-kb DNA fragment, 35 kb upstream of the MLH1 transcription start site enhances MLH1 gene expression in colorectal cells. The enhancer was bound by CTCF and CRISPR-Cas9-mediated deletion of a core binding region impairs endogenous MLH1 expression. A total of 5.4% of suspected Lynch syndrome patients have a rare single-nucleotide variant (G > A; rs143969848; 2.5% in gnomAD European, non-Finnish) within a highly conserved CTCF-binding motif, which disrupts enhancer activity in SW620 colorectal carcinoma cells.Conclusions: A CTCF-bound region within the MLH1-35 enhancer regulates MLH1 expression in colorectal cells and is worthy of scrutiny in future genetic screening strategies for suspected Lynch syndrome associated with loss of MLH1 expression. Clin Cancer Res; 24(18); 4602-11. ©2018 AACR.
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Affiliation(s)
- Qing Liu
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - Julie A I Thoms
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
- School of Medical Sciences, UNSW Sydney, Sydney, New South Wales, Australia
| | - Andrea C Nunez
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - Yizhou Huang
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
- Centre for Health Technologies and the School of Software, University of Technology, Sydney, New South Wales, Australia
| | - Kathy Knezevic
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - Deborah Packham
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - Rebecca C Poulos
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - Rachel Williams
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
- Hereditary Cancer Clinic, Prince of Wales Hospital, Randwick, New South Wales, Australia
| | - Dominik Beck
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
- Centre for Health Technologies and the School of Software, University of Technology, Sydney, New South Wales, Australia
| | - Nicholas J Hawkins
- School of Medical Sciences, UNSW Sydney, Sydney, New South Wales, Australia
- School of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Robyn L Ward
- School of Medicine, The University of Queensland, Brisbane, Queensland, Australia
- Level 3, Brian Wilson Chancellery, The University of Queensland, Brisbane, Queensland, Australia
| | - Jason W H Wong
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - Luke B Hesson
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia.
- Genome.One, Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Mathew A Sloane
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia.
- Australian Museum, Sydney, New South Wales, Australia
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia.
- School of Medical Sciences, UNSW Sydney, Sydney, New South Wales, Australia
- Department of Haematology, Prince of Wales Hospital, Randwick, New South Wales, Australia
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Liu K, Beck D, Thoms JAI, Liu L, Zhao W, Pimanda JE, Zhou X. Annotating function to differentially expressed LincRNAs in myelodysplastic syndrome using a network-based method. Bioinformatics 2018; 33:2622-2630. [PMID: 28472271 DOI: 10.1093/bioinformatics/btx280] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Accepted: 04/22/2017] [Indexed: 02/01/2023] Open
Abstract
Motivation Long non-coding RNAs (lncRNAs) have been implicated in the regulation of diverse biological functions. The number of newly identified lncRNAs has increased dramatically in recent years but their expression and function have not yet been described from most diseases. To elucidate lncRNA function in human disease, we have developed a novel network based method (NLCFA) integrating correlations between lncRNA, protein coding genes and noncoding miRNAs. We have also integrated target gene associations and protein-protein interactions and designed our model to provide information on the combined influence of mRNAs, lncRNAs and miRNAs on cellular signal transduction networks. Results We have generated lncRNA expression profiles from the CD34+ haematopoietic stem and progenitor cells (HSPCs) from patients with Myelodysplastic syndromes (MDS) and healthy donors. We report, for the first time, aberrantly expressed lncRNAs in MDS and further prioritize biologically relevant lncRNAs using the NLCFA. Taken together, our data suggests that aberrant levels of specific lncRNAs are intimately involved in network modules that control multiple cancer-associated signalling pathways and cellular processes. Importantly, our method can be applied to prioritize aberrantly expressed lncRNAs for functional validation in other diseases and biological contexts. Availability and implementation The method is implemented in R language and Matlab. Contact xizhou@wakehealth.edu. Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Keqin Liu
- Department of Radiology, Center for Bioinformatics and Systems Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Dominik Beck
- Lowy Cancer Research Centre, Prince of Wales Clinical School, University of New South Wales, Sydney, 2052, Australia.,Centre for Health Technologies and School of Software, University of Technology Sydney, Sydney, NSW, 2007, Australia
| | - Julie A I Thoms
- Lowy Cancer Research Centre, Prince of Wales Clinical School, University of New South Wales, Sydney, 2052, Australia
| | - Liang Liu
- Department of Radiology, Center for Bioinformatics and Systems Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Weiling Zhao
- Department of Radiology, Center for Bioinformatics and Systems Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - John E Pimanda
- Lowy Cancer Research Centre, Prince of Wales Clinical School, University of New South Wales, Sydney, 2052, Australia.,Centre for Health Technologies and School of Software, University of Technology Sydney, Sydney, NSW, 2007, Australia.,Department of Haematology, Prince of Wales Hospital, Randwick, NSW, 2031, Australia
| | - Xiaobo Zhou
- Department of Radiology, Center for Bioinformatics and Systems Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
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Unnikrishnan A, Vo ANQ, Pickford R, Raftery MJ, Nunez AC, Verma A, Hesson LB, Pimanda JE. AZA-MS: a novel multiparameter mass spectrometry method to determine the intracellular dynamics of azacitidine therapy in vivo. Leukemia 2017; 32:900-910. [PMID: 29249821 PMCID: PMC5886051 DOI: 10.1038/leu.2017.340] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [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: 09/11/2017] [Revised: 11/19/2017] [Accepted: 11/23/2017] [Indexed: 01/19/2023]
Abstract
The cytidine analogue, 5-azacytidine (AZA; 5-AZA-cR), is the primary treatment for myelodysplastic syndrome and chronic myelomonocytic leukaemia. However, only ~50% of treated patients will respond to AZA and the drivers of AZA resistance in vivo are poorly understood. To better understand the intracellular dynamics of AZA upon therapy and decipher the molecular basis for AZA resistance, we have developed a novel, multiparameter, quantitative mass spectrometry method (AZA-MS). Using AZA-MS, we have accurately quantified the abundance of the ribonucleoside (5-AZA-cR) and deoxyribonucleoside (5-AZA-CdR) forms of AZA in RNA, DNA and the cytoplasm within the same sample using nanogram quantities of input material. We report that although AZA induces DNA demethylation in a dose-dependent manner, it has no corresponding effect on RNA methylation. By applying AZA-MS to primary bone marrow samples from patients undergoing AZA therapy, we have identified that responders accumulate more 5-AZA-CdR in their DNA compared with nonresponders. AZA resistance was not a result of impaired AZA metabolism or intracellular accumulation. Furthermore, AZA-MS has helped to uncover different modes of AZA resistance. Whereas some nonresponders fail to incorporate sufficient 5-AZA-CdR into DNA, others incorporate 5-AZA-CdR and effect DNA demethylation like AZA responders, but show no clinical benefit.
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Affiliation(s)
- A Unnikrishnan
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - A N Q Vo
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - R Pickford
- Bioanalytical Mass Spectrometry Facility, UNSW Sydney, Sydney, New South Wales, Australia
| | - M J Raftery
- Bioanalytical Mass Spectrometry Facility, UNSW Sydney, Sydney, New South Wales, Australia
| | - A C Nunez
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - A Verma
- Climate Change Cluster, University of Technology Sydney, Sydney, New South Wales, Australia
| | - L B Hesson
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia
| | - J E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW Sydney, Sydney, New South Wales, Australia.,Prince of Wales Clinical School, UNSW Sydney, Sydney, New South Wales, Australia.,Department of Pathology, School of Medical Sciences, UNSW Sydney, Sydney, New South Wales, Australia.,Haematology Department, Prince of Wales Hospital, Randwick, New South Wales, Australia
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25
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Unnikrishnan A, Papaemmanuil E, Beck D, Deshpande NP, Verma A, Kumari A, Woll PS, Richards LA, Knezevic K, Chandrakanthan V, Thoms JAI, Tursky ML, Huang Y, Ali Z, Olivier J, Galbraith S, Kulasekararaj AG, Tobiasson M, Karimi M, Pellagatti A, Wilson SR, Lindeman R, Young B, Ramakrishna R, Arthur C, Stark R, Crispin P, Curnow J, Warburton P, Roncolato F, Boultwood J, Lynch K, Jacobsen SEW, Mufti GJ, Hellstrom-Lindberg E, Wilkins MR, MacKenzie KL, Wong JWH, Campbell PJ, Pimanda JE. Integrative Genomics Identifies the Molecular Basis of Resistance to Azacitidine Therapy in Myelodysplastic Syndromes. Cell Rep 2017; 20:572-585. [PMID: 28723562 DOI: 10.1016/j.celrep.2017.06.067] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [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: 12/24/2015] [Revised: 03/20/2017] [Accepted: 06/22/2017] [Indexed: 11/30/2022] Open
Abstract
Myelodysplastic syndromes and chronic myelomonocytic leukemia are blood disorders characterized by ineffective hematopoiesis and progressive marrow failure that can transform into acute leukemia. The DNA methyltransferase inhibitor 5-azacytidine (AZA) is the most effective pharmacological option, but only ∼50% of patients respond. A response only manifests after many months of treatment and is transient. The reasons underlying AZA resistance are unknown, and few alternatives exist for non-responders. Here, we show that AZA responders have more hematopoietic progenitor cells (HPCs) in the cell cycle. Non-responder HPC quiescence is mediated by integrin α5 (ITGA5) signaling and their hematopoietic potential improved by combining AZA with an ITGA5 inhibitor. AZA response is associated with the induction of an inflammatory response in HPCs in vivo. By molecular bar coding and tracking individual clones, we found that, although AZA alters the sub-clonal contribution to different lineages, founder clones are not eliminated and continue to drive hematopoiesis even in complete responders.
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Affiliation(s)
- Ashwin Unnikrishnan
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia.
| | - Elli Papaemmanuil
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Saffron Walden CB10 1SA, UK; Center for Molecular Oncology and Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Dominik Beck
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Centre for Health Technologies and the School of Software, University of Technology, Sydney, NSW 2007, Australia
| | - Nandan P Deshpande
- Systems Biology Initiative, School of Biotechnology and Biomolecular Sciences, UNSW, Sydney, NSW 2052, Australia; School of Biotechnology and Biomolecular Sciences, UNSW, Sydney, NSW 2052, Australia
| | - Arjun Verma
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Climate Change Cluster, University of Technology, Sydney, NSW 2007, Australia
| | - Ashu Kumari
- Children's Cancer Institute Australia, Sydney, NSW 2052, Australia
| | - Petter S Woll
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden; Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Laura A Richards
- Children's Cancer Institute Australia, Sydney, NSW 2052, Australia
| | - Kathy Knezevic
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia
| | - Vashe Chandrakanthan
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia
| | - Julie A I Thoms
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia
| | - Melinda L Tursky
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Children's Cancer Institute Australia, Sydney, NSW 2052, Australia; Blood, Stem Cells and Cancer Research, St Vincent's Centre for Applied Medical Research, St Vincent's Hospital, Sydney, NSW 2010, Australia
| | - Yizhou Huang
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Centre for Health Technologies and the School of Software, University of Technology, Sydney, NSW 2007, Australia
| | - Zara Ali
- Children's Cancer Institute Australia, Sydney, NSW 2052, Australia
| | - Jake Olivier
- School of Mathematics and Statistics, UNSW, Sydney, NSW 2052, Australia
| | - Sally Galbraith
- School of Mathematics and Statistics, UNSW, Sydney, NSW 2052, Australia
| | - Austin G Kulasekararaj
- Department of Haematological Medicine, King's College London School of Medicine, London WC2R 2LS, UK
| | - Magnus Tobiasson
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Mohsen Karimi
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Andrea Pellagatti
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, United Kingdom
| | - Susan R Wilson
- School of Mathematics and Statistics, UNSW, Sydney, NSW 2052, Australia; Mathematical Sciences Institute, ANU, Canberra, ACT 0200, Australia
| | - Robert Lindeman
- Haematology Department, South Eastern Area Laboratory Services, Prince of Wales Hospital, Randwick, NSW 2031, Australia
| | - Boris Young
- Haematology Department, South Eastern Area Laboratory Services, Prince of Wales Hospital, Randwick, NSW 2031, Australia
| | | | | | - Richard Stark
- North Coast Cancer Institute, Port Macquarie, NSW 2444, Australia
| | | | - Jennifer Curnow
- Concord Repatriation General Hospital, Concord, NSW 2139, Australia
| | | | | | - Jacqueline Boultwood
- Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, United Kingdom
| | - Kevin Lynch
- Celgene International, 2017 Boudry, Switzerland
| | - Sten Eirik W Jacobsen
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden; Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Ghulam J Mufti
- Department of Haematological Medicine, King's College London School of Medicine, London WC2R 2LS, UK
| | - Eva Hellstrom-Lindberg
- Department of Medicine, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Marc R Wilkins
- Systems Biology Initiative, School of Biotechnology and Biomolecular Sciences, UNSW, Sydney, NSW 2052, Australia; School of Biotechnology and Biomolecular Sciences, UNSW, Sydney, NSW 2052, Australia; Ramaciotti Centre for Gene Function Analysis, UNSW, Sydney, NSW 2052, Australia
| | | | - Jason W H Wong
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia
| | - Peter J Campbell
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Saffron Walden CB10 1SA, UK.
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre, UNSW, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, UNSW, Sydney, NSW 2052, Australia; Haematology Department, South Eastern Area Laboratory Services, Prince of Wales Hospital, Randwick, NSW 2031, Australia.
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Chandrakanthan V, Kang YC, Knezevic K, Qiao Q, Oliver RA, Unnikrishnan A, Beck D, Lee B, Brownlee C, Power C, Pimanda JE. Genetic Fate Mapping of Mesenchymal Stem-Like Cells in the Aorta-Gonad Mesonephros (AGM) and Their Contribution to Definitive Hematopoiesis. Mech Dev 2017. [DOI: 10.1016/j.mod.2017.04.109] [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: 11/15/2022]
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27
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Unnikrishnan A, Guan YF, Huang Y, Beck D, Thoms JAI, Peirs S, Knezevic K, Ma S, de Walle IV, de Jong I, Ali Z, Zhong L, Raftery MJ, Taghon T, Larsson J, MacKenzie KL, Van Vlierberghe P, Wong JWH, Pimanda JE. A quantitative proteomics approach identifies ETV6 and IKZF1 as new regulators of an ERG-driven transcriptional network. Nucleic Acids Res 2016; 44:10644-10661. [PMID: 27604872 PMCID: PMC5159545 DOI: 10.1093/nar/gkw804] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Revised: 08/31/2016] [Accepted: 09/02/2016] [Indexed: 12/14/2022] Open
Abstract
Aberrant stem cell-like gene regulatory networks are a feature of leukaemogenesis. The ETS-related gene (ERG), an important regulator of normal haematopoiesis, is also highly expressed in T-ALL and acute myeloid leukaemia (AML). However, the transcriptional regulation of ERG in leukaemic cells remains poorly understood. In order to discover transcriptional regulators of ERG, we employed a quantitative mass spectrometry-based method to identify factors binding the 321 bp ERG +85 stem cell enhancer region in MOLT-4 T-ALL and KG-1 AML cells. Using this approach, we identified a number of known binders of the +85 enhancer in leukaemic cells along with previously unknown binders, including ETV6 and IKZF1. We confirmed that ETV6 and IKZF1 were also bound at the +85 enhancer in both leukaemic cells and in healthy human CD34+ haematopoietic stem and progenitor cells. Knockdown experiments confirmed that ETV6 and IKZF1 are transcriptional regulators not just of ERG, but also of a number of genes regulated by a densely interconnected network of seven transcription factors. At last, we show that ETV6 and IKZF1 expression levels are positively correlated with expression of a number of heptad genes in AML and high expression of all nine genes confers poorer overall prognosis.
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MESH Headings
- Base Sequence
- Binding Sites
- Cell Line, Tumor
- Consensus Sequence
- Enhancer Elements, Genetic
- Gene Expression Regulation, Leukemic
- Gene Regulatory Networks
- Humans
- Ikaros Transcription Factor/physiology
- Kaplan-Meier Estimate
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/mortality
- Prognosis
- Proportional Hazards Models
- Protein Binding
- Proteome
- Proteomics
- Proto-Oncogene Proteins c-ets/physiology
- Repressor Proteins/physiology
- Transcription, Genetic
- Transcriptional Regulator ERG/physiology
- ETS Translocation Variant 6 Protein
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Affiliation(s)
- Ashwin Unnikrishnan
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - Yi F Guan
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - Yizhou Huang
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - Dominik Beck
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
- Center for Medical Genetics, Ghent University, De Pintelaan 185 9000 Ghent, Belgium
| | - Julie A I Thoms
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - Sofie Peirs
- Centre for Health Technologies and the School of Software, University of Technology, Sydney, 2007, Australia
| | - Kathy Knezevic
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - Shiyong Ma
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - Inge V de Walle
- Department of Clinical Chemistry, Microbiology and Immunology, Ghent University, De Pintelaan 185 9000 Ghent, Belgium
| | - Ineke de Jong
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center, Lund University, SE-221 00, Lund, Sweden
| | - Zara Ali
- Children's Cancer Institute Australia, Sydney, New South Wales, 2052 Australia
| | - Ling Zhong
- Bioanalytical Mass Spectrometry Facility, The University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Mark J Raftery
- Bioanalytical Mass Spectrometry Facility, The University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Tom Taghon
- Department of Clinical Chemistry, Microbiology and Immunology, Ghent University, De Pintelaan 185 9000 Ghent, Belgium
| | - Jonas Larsson
- Division of Molecular Medicine and Gene Therapy, Lund Stem Cell Center, Lund University, SE-221 00, Lund, Sweden
| | - Karen L MacKenzie
- Children's Cancer Institute Australia, Sydney, New South Wales, 2052 Australia
| | - Pieter Van Vlierberghe
- Centre for Health Technologies and the School of Software, University of Technology, Sydney, 2007, Australia
| | - Jason W H Wong
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
| | - John E Pimanda
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, University of New South Wales, Sydney, 2052, Australia
- Department of Haematology, Prince of Wales Hospital, Sydney, 2031, Australia
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28
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Poulos RC, Thoms JAI, Guan YF, Unnikrishnan A, Pimanda JE, Wong JWH. Functional Mutations Form at CTCF-Cohesin Binding Sites in Melanoma Due to Uneven Nucleotide Excision Repair across the Motif. Cell Rep 2016; 17:2865-2872. [PMID: 27974201 DOI: 10.1016/j.celrep.2016.11.055] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [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] [Received: 09/07/2016] [Revised: 11/14/2016] [Accepted: 11/17/2016] [Indexed: 01/08/2023] Open
Abstract
CTCF binding sites are frequently mutated in cancer, but how these mutations accumulate and whether they broadly perturb CTCF binding are not well understood. Here, we report that skin cancers exhibit a highly specific asymmetric mutation pattern within CTCF motifs attributable to ultraviolet irradiation and differential nucleotide excision repair (NER). CTCF binding site mutations form independently of replication timing and are enriched at sites of CTCF/cohesin complex binding, suggesting a role for cohesin in stabilizing CTCF-DNA binding and impairing NER. Performing CTCF ChIP-seq in a melanoma cell line, we show CTCF binding site mutations to be functional by demonstrating allele-specific reduction of CTCF binding to mutant alleles. While topologically associating domains with mutated CTCF anchors in melanoma contain differentially expressed cancer-associated genes, CTCF motif mutations appear generally under neutral selection. However, the frequency and potential functional impact of such mutations in melanoma highlights the need to consider their impact on cellular phenotype in individual genomes.
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Affiliation(s)
- Rebecca C Poulos
- Prince of Wales Clinical School and Lowy Cancer Research Center, UNSW Australia, Sydney, NSW 2052, Australia
| | - Julie A I Thoms
- Prince of Wales Clinical School and Lowy Cancer Research Center, UNSW Australia, Sydney, NSW 2052, Australia
| | - Yi Fang Guan
- Prince of Wales Clinical School and Lowy Cancer Research Center, UNSW Australia, Sydney, NSW 2052, Australia
| | - Ashwin Unnikrishnan
- Prince of Wales Clinical School and Lowy Cancer Research Center, UNSW Australia, Sydney, NSW 2052, Australia
| | - John E Pimanda
- Prince of Wales Clinical School and Lowy Cancer Research Center, UNSW Australia, Sydney, NSW 2052, Australia; Department of Haematology, Prince of Wales Hospital, Sydney, NSW 2052, Australia
| | - Jason W H Wong
- Prince of Wales Clinical School and Lowy Cancer Research Center, UNSW Australia, Sydney, NSW 2052, Australia.
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29
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Nasrallah R, Fast EM, Solaimani P, Knezevic K, Eliades A, Patel R, Thambyrajah R, Unnikrishnan A, Thoms J, Beck D, Vink CS, Smith A, Wong J, Shepherd M, Kent D, Roychoudhuri R, Paul F, Klippert J, Hammes A, Willnow T, Göttgens B, Dzierzak E, Zon LI, Lacaud G, Kouskoff V, Pimanda JE. Identification of novel regulators of developmental hematopoiesis using Endoglin regulatory elements as molecular probes. Blood 2016; 128:1928-1939. [PMID: 27554085 PMCID: PMC5064716 DOI: 10.1182/blood-2016-02-697870] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 08/15/2016] [Indexed: 12/13/2022] Open
Abstract
Enhancers are the primary determinants of cell identity, and specific promoter/enhancer combinations of Endoglin (ENG) have been shown to target blood and endothelium in the embryo. Here, we generated a series of embryonic stem cell lines, each targeted with reporter constructs driven by specific promoter/enhancer combinations of ENG, to evaluate their discriminative potential and value as molecular probes of the corresponding transcriptome. The Eng promoter (P) in combination with the -8/+7/+9-kb enhancers, targeted cells in FLK1 mesoderm that were enriched for blast colony forming potential, whereas the P/-8-kb enhancer targeted TIE2+/c-KIT+/CD41- endothelial cells that were enriched for hematopoietic potential. These fractions were isolated using reporter expression and their transcriptomes profiled by RNA-seq. There was high concordance between our signatures and those from embryos with defects at corresponding stages of hematopoiesis. Of the 6 genes that were upregulated in both hemogenic mesoderm and hemogenic endothelial fractions targeted by the reporters, LRP2, a multiligand receptor, was the only gene that had not previously been associated with hematopoiesis. We show that LRP2 is indeed involved in definitive hematopoiesis and by doing so validate the use of reporter gene-coupled enhancers as probes to gain insights into transcriptional changes that facilitate cell fate transitions.
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Affiliation(s)
- Rabab Nasrallah
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia
| | - Eva M Fast
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA; Howard Hughes Medical Institute, Stem Cell Program and Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Parham Solaimani
- Erasmus Medical Center Stem Cell Institute, Department of Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Kathy Knezevic
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia
| | - Alexia Eliades
- Cancer Research United Kingdom Manchester Institute, The University of Manchester, Manchester, United Kingdom
| | - Rahima Patel
- Cancer Research United Kingdom Manchester Institute, The University of Manchester, Manchester, United Kingdom
| | - Roshana Thambyrajah
- Cancer Research United Kingdom Manchester Institute, The University of Manchester, Manchester, United Kingdom
| | - Ashwin Unnikrishnan
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia
| | - Julie Thoms
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia
| | - Dominik Beck
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia
| | - Chris S Vink
- Erasmus Medical Center Stem Cell Institute, Department of Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands; Medical Research Council Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Aileen Smith
- Department of Haematology, Wellcome Trust and Medical Research Council Cambridge Stem Cell Institute and Cambridge Institute for Medical Research, Cambridge University, Cambridge, United Kingdom
| | - Jason Wong
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia
| | - Mairi Shepherd
- Department of Haematology, Wellcome Trust and Medical Research Council Cambridge Stem Cell Institute and Cambridge Institute for Medical Research, Cambridge University, Cambridge, United Kingdom
| | - David Kent
- Department of Haematology, Wellcome Trust and Medical Research Council Cambridge Stem Cell Institute and Cambridge Institute for Medical Research, Cambridge University, Cambridge, United Kingdom
| | - Rahul Roychoudhuri
- The Babraham Institute, Babraham Research Campus, Cambridge, United Kingdom
| | - Fabian Paul
- Max Delbrueck Center for Molecular Medicine, Berlin, Germany; and
| | - Julia Klippert
- Max Delbrueck Center for Molecular Medicine, Berlin, Germany; and
| | - Annette Hammes
- Max Delbrueck Center for Molecular Medicine, Berlin, Germany; and
| | - Thomas Willnow
- Max Delbrueck Center for Molecular Medicine, Berlin, Germany; and
| | - Bertie Göttgens
- Department of Haematology, Wellcome Trust and Medical Research Council Cambridge Stem Cell Institute and Cambridge Institute for Medical Research, Cambridge University, Cambridge, United Kingdom
| | - Elaine Dzierzak
- Erasmus Medical Center Stem Cell Institute, Department of Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands; Medical Research Council Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
| | - Leonard I Zon
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA; Howard Hughes Medical Institute, Stem Cell Program and Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - George Lacaud
- Cancer Research United Kingdom Manchester Institute, The University of Manchester, Manchester, United Kingdom
| | - Valerie Kouskoff
- Cancer Research United Kingdom Manchester Institute, The University of Manchester, Manchester, United Kingdom
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia; Department of Haematology, The Prince of Wales Hospital, Sydney, Australia
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30
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Hesson LB, Ng B, Zarzour P, Srivastava S, Kwok CT, Packham D, Nunez AC, Beck D, Ryan R, Dower A, Ford CE, Pimanda JE, Sloane MA, Hawkins NJ, Bourke MJ, Wong JWH, Ward RL. Integrated Genetic, Epigenetic, and Transcriptional Profiling Identifies Molecular Pathways in the Development of Laterally Spreading Tumors. Mol Cancer Res 2016; 14:1217-1228. [PMID: 27671336 DOI: 10.1158/1541-7786.mcr-16-0175] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 08/15/2016] [Accepted: 09/07/2016] [Indexed: 11/16/2022]
Abstract
Laterally spreading tumors (LST) are colorectal adenomas that develop into extremely large lesions with predominantly slow progression to cancer, depending on lesion subtype. Comparing and contrasting the molecular profiles of LSTs and colorectal cancers offers an opportunity to delineate key molecular alterations that drive malignant transformation in the colorectum. In a discovery cohort of 11 LSTs and paired normal mucosa, we performed a comprehensive and unbiased screen of the genome, epigenome, and transcriptome followed by bioinformatics integration of these data and validation in an additional 84 large, benign colorectal lesions. Mutation rates in LSTs were comparable with microsatellite-stable colorectal cancers (2.4 vs. 2.6 mutations per megabase); however, copy number alterations were infrequent (averaging only 1.5 per LST). Frequent genetic, epigenetic, and transcriptional alterations were identified in genes not previously implicated in colorectal neoplasia (ANO5, MED12L, EPB41L4A, RGMB, SLITRK1, SLITRK5, NRXN1, ANK2). Alterations to pathways commonly mutated in colorectal cancers, namely, the p53, PI3K, and TGFβ pathways, were rare. Instead, LST-altered genes converged on axonal guidance, Wnt, and actin cytoskeleton signaling. These integrated omics data identify molecular features associated with noncancerous LSTs and highlight that mutation load, which is relatively high in LSTs, is a poor predictor of invasive potential. IMPLICATIONS The novel genetic, epigenetic, and transcriptional changes associated with LST development reveal important insights into why some adenomas do not progress to cancer. The finding that LSTs exhibit a mutational load similar to colorectal carcinomas has implications for the validity of molecular biomarkers for assessing cancer risk. Mol Cancer Res; 14(12); 1217-28. ©2016 AACR.
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Affiliation(s)
- Luke B Hesson
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia.
| | - Benedict Ng
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Peter Zarzour
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Sameer Srivastava
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia.,Department of Biotechnology, Motilal Nehru National Institute of Technology, Allahabad, India
| | - Chau-To Kwok
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Deborah Packham
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Andrea C Nunez
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Dominik Beck
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Regina Ryan
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Ashraf Dower
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Caroline E Ford
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - John E Pimanda
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Mathew A Sloane
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Nicholas J Hawkins
- School of Medical Sciences, UNSW Australia, Kensington, Sydney, Australia
| | - Michael J Bourke
- Department of Gastroenterology, Westmead Hospital, Sydney, New South Wales, Australia
| | - Jason W H Wong
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia
| | - Robyn L Ward
- Adult Cancer Program, Lowy Cancer Research Centre and Prince of Wales Clinical School, UNSW Australia, Sydney, New South Wales, Australia. .,Level 3 Brian Wilson Chancellery, The University of Queensland, Brisbane, Queensland, Australia
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31
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Khanna A, Rane JK, Kivinummi KK, Urbanucci A, Helenius MA, Tolonen TT, Saramäki OR, Latonen L, Manni V, Pimanda JE, Maitland NJ, Westermarck J, Visakorpi T. CIP2A is a candidate therapeutic target in clinically challenging prostate cancer cell populations. Oncotarget 2016; 6:19661-70. [PMID: 25965834 PMCID: PMC4637312 DOI: 10.18632/oncotarget.3875] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2014] [Accepted: 04/03/2015] [Indexed: 12/15/2022] Open
Abstract
Residual androgen receptor (AR)-signaling and presence of cancer stem-like cells (SCs) are the two emerging paradigms for clinically challenging castration-resistant prostate cancer (CRPC). Therefore, identification of AR-target proteins that are also overexpressed in the cancer SC population would be an attractive therapeutic approach. Our analysis of over three hundred clinical samples and patient-derived prostate epithelial cultures (PPECs), revealed Cancerous inhibitor of protein phosphatase 2A (CIP2A) as one such target. CIP2A is significantly overexpressed in both hormone-naïve prostate cancer (HN-PC) and CRPC patients. CIP2A is also overexpressed, by 3- and 30-fold, in HN-PC and CRPC SCs respectively. In vivo binding of the AR to the intronic region of CIP2A and its functionality in the AR-moderate and AR-high expressing LNCaP cell-model systems is also demonstrated. Further, we show that AR positively regulates CIP2A expression, both at the mRNA and protein level. Finally, CIP2A depletion reduced cell viability and colony forming efficiency of AR-independent PPECs as well as AR-responsive LNCaP cells, in which anchorage-independent growth is also impaired. These findings identify CIP2A as a common denominator for AR-signaling and cancer SC functionality, highlighting its potential therapeutic significance in the most clinically challenging prostate pathology: castration-resistant prostate cancer.
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Affiliation(s)
- Anchit Khanna
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland.,Adult Cancer Program, The Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Medicine, University of New South Wales, Sydney, Australia
| | - Jayant K Rane
- YCR Cancer Research Unit, Department of Biology, The University of York, Heslington, United Kingdom
| | - Kati K Kivinummi
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland.,Department of Signal Processing, Tampere University of Technology, Tampere, Finland
| | - Alfonso Urbanucci
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland.,Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo and Oslo University Hospital, Oslo, Norway.,Department of Cancer Prevention, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Merja A Helenius
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Teemu T Tolonen
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Outi R Saramäki
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Leena Latonen
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Visa Manni
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland
| | - John E Pimanda
- Adult Cancer Program, The Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Medicine, University of New South Wales, Sydney, Australia
| | - Norman J Maitland
- YCR Cancer Research Unit, Department of Biology, The University of York, Heslington, United Kingdom
| | - Jukka Westermarck
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland.,Department of Pathology, University of Turku, Turku, Finland
| | - Tapio Visakorpi
- Prostate Cancer Research Center (PCRC), Institute of Biosciences and Medical Technology (BioMediTech), University of Tampere and Tampere University Hospital, Tampere, Finland
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32
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Shields BJ, Jackson JT, Metcalf D, Shi W, Huang Q, Garnham AL, Glaser SP, Beck D, Pimanda JE, Bogue CW, Smyth GK, Alexander WS, McCormack MP. Acute myeloid leukemia requires Hhex to enable PRC2-mediated epigenetic repression of Cdkn2a. Genes Dev 2016; 30:78-91. [PMID: 26728554 PMCID: PMC4701980 DOI: 10.1101/gad.268425.115] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Here, Shields et al. demonstrate that the hematopoietically expressed homeobox gene Hhex is overexpressed in acute myeloid leukemia (AML) and is essential for the initiation and propagation of MLL-ENL-induced AML but dispensable for normal myelopoiesis, indicating a specific requirement for Hhex for leukemic growth. The findings in this study describe for the first time a nonclustered homeobox transcription factor that is essential for AML initiation and maintenance and provide mechanistic insight into these processes. Unlike clustered HOX genes, the role of nonclustered homeobox gene family members in hematopoiesis and leukemogenesis has not been extensively studied. Here we found that the hematopoietically expressed homeobox gene Hhex is overexpressed in acute myeloid leukemia (AML) and is essential for the initiation and propagation of MLL-ENL-induced AML but dispensable for normal myelopoiesis, indicating a specific requirement for Hhex for leukemic growth. Loss of Hhex leads to expression of the Cdkn2a-encoded tumor suppressors p16INK4a and p19ARF, which are required for growth arrest and myeloid differentiation following Hhex deletion. Mechanistically, we show that Hhex binds to the Cdkn2a locus and directly interacts with the Polycomb-repressive complex 2 (PRC2) to enable H3K27me3-mediated epigenetic repression. Thus, Hhex is a potential therapeutic target that is specifically required for AML stem cells to repress tumor suppressor pathways and enable continued self-renewal.
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Affiliation(s)
- Benjamin J Shields
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia; Department of Medical Biology, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Jacob T Jackson
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
| | - Donald Metcalf
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia; Department of Medical Biology, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Wei Shi
- Bioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3050, Australia; Computing and Information Systems, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Qiutong Huang
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia
| | - Alexandra L Garnham
- Bioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3050, Australia
| | - Stefan P Glaser
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia; Department of Medical Biology, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Dominik Beck
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Clifford W Bogue
- Yale University School of Medicine, New Haven, Connecticut 06510, USA
| | - Gordon K Smyth
- Department of Medical Biology, University of Melbourne, Parkville, Victoria 3050, Australia; Mathematics and Statistics, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Warren S Alexander
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia; Department of Medical Biology, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Matthew P McCormack
- Cancer and Haematology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia; Department of Medical Biology, University of Melbourne, Parkville, Victoria 3050, Australia
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33
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Perera D, Poulos RC, Shah A, Beck D, Pimanda JE, Wong JWH. Differential DNA repair underlies mutation hotspots at active promoters in cancer genomes. Nature 2016; 532:259-63. [PMID: 27075100 DOI: 10.1038/nature17437] [Citation(s) in RCA: 147] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Accepted: 02/19/2016] [Indexed: 12/31/2022]
Abstract
Promoters are DNA sequences that have an essential role in controlling gene expression. While recent whole cancer genome analyses have identified numerous hotspots of somatic point mutations within promoters, many have not yet been shown to perturb gene expression or drive cancer development. As such, positive selection alone may not adequately explain the frequency of promoter point mutations in cancer genomes. Here we show that increased mutation density at gene promoters can be linked to promoter activity and differential nucleotide excision repair (NER). By analysing 1,161 human cancer genomes across 14 cancer types, we find evidence for increased local density of somatic point mutations within the centres of DNase I-hypersensitive sites (DHSs) in gene promoters. Mutated DHSs were strongly associated with transcription initiation activity, in which active promoters but not enhancers of equal DNase I hypersensitivity were most mutated relative to their flanking regions. Notably, analysis of genome-wide maps of NER shows that NER is impaired within the DHS centre of active gene promoters, while XPC-deficient skin cancers do not show increased promoter mutation density, pinpointing differential NER as the underlying cause of these mutation hotspots. Consistent with this finding, we observe that melanomas with an ultraviolet-induced DNA damage mutation signature show greatest enrichment of promoter mutations, whereas cancers that are not highly dependent on NER, such as colon cancer, show no sign of such enrichment. Taken together, our analysis has uncovered the presence of a previously unknown mechanism linking transcription initiation and NER as a major contributor of somatic point mutation hotspots at active gene promoters in cancer genomes.
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Affiliation(s)
- Dilmi Perera
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney 2052, Australia
| | - Rebecca C Poulos
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney 2052, Australia
| | - Anushi Shah
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney 2052, Australia
| | - Dominik Beck
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney 2052, Australia
| | - John E Pimanda
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney 2052, Australia.,Department of Haematology, Prince of Wales Hospital, Sydney 2031, Australia
| | - Jason W H Wong
- Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney 2052, Australia
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34
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Huang Y, Thoms JAI, Tursky ML, Knezevic K, Beck D, Chandrakanthan V, Suryani S, Olivier J, Boulton A, Glaros EN, Thomas SR, Lock RB, MacKenzie KL, Bushweller JH, Wong JWH, Pimanda JE. MAPK/ERK2 phosphorylates ERG at serine 283 in leukemic cells and promotes stem cell signatures and cell proliferation. Leukemia 2016; 30:1552-61. [PMID: 27055868 DOI: 10.1038/leu.2016.55] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Revised: 12/23/2015] [Accepted: 02/02/2016] [Indexed: 12/19/2022]
Abstract
Aberrant ERG (v-ets avian erythroblastosis virus E26 oncogene homolog) expression drives leukemic transformation in mice and high expression is associated with poor patient outcomes in acute myeloid leukemia (AML) and T-acute lymphoblastic leukemia (T-ALL). Protein phosphorylation regulates the activity of many ETS factors but little is known about ERG in leukemic cells. To characterize ERG phosphorylation in leukemic cells, we applied liquid chromatography coupled tandem mass spectrometry and identified five phosphorylated serines on endogenous ERG in T-ALL and AML cells. S283 was distinct as it was abundantly phosphorylated in leukemic cells but not in healthy hematopoietic stem and progenitor cells (HSPCs). Overexpression of a phosphoactive mutant (S283D) increased expansion and clonogenicity of primary HSPCs over and above wild-type ERG. Using a custom antibody, we screened a panel of primary leukemic xenografts and showed that ERG S283 phosphorylation was mediated by mitogen-activated protein kinase/extracellular signal-regulated kinase (MAPK/ERK) signaling and in turn regulated expression of components of this pathway. S283 phosphorylation facilitates ERG enrichment and transactivation at the ERG +85 HSPC enhancer that is active in AML and T-ALL with poor prognosis. Taken together, we have identified a specific post-translational modification in leukemic cells that promotes progenitor proliferation and is a potential target to modulate ERG-driven transcriptional programs in leukemia.
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Affiliation(s)
- Y Huang
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - J A I Thoms
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - M L Tursky
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia.,Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - K Knezevic
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - D Beck
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - V Chandrakanthan
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - S Suryani
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - J Olivier
- School of Mathematics and Statistics, UNSW Australia, Sydney, New South Wales, Australia
| | - A Boulton
- Department of Chemistry, University of Virginia, Charlottesville, VA, USA
| | - E N Glaros
- School of Medical Sciences, UNSW Australia, Sydney, New South Wales, Australia
| | - S R Thomas
- School of Medical Sciences, UNSW Australia, Sydney, New South Wales, Australia
| | - R B Lock
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - K L MacKenzie
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - J H Bushweller
- Department of Chemistry, University of Virginia, Charlottesville, VA, USA
| | - J W H Wong
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia
| | - J E Pimanda
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW Australia, Sydney, New South Wales, Australia.,Department of Hematology, Prince of Wales Hospital, Sydney, New South Wales, Australia
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35
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Giotopoulos G, van der Weyden L, Osaki H, Rust AG, Gallipoli P, Meduri E, Horton SJ, Chan WI, Foster D, Prinjha RK, Pimanda JE, Tenen DG, Vassiliou GS, Koschmieder S, Adams DJ, Huntly BJP. A novel mouse model identifies cooperating mutations and therapeutic targets critical for chronic myeloid leukemia progression. J Exp Med 2015; 212:1551-69. [PMID: 26304963 PMCID: PMC4577832 DOI: 10.1084/jem.20141661] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Accepted: 07/28/2015] [Indexed: 12/14/2022] Open
Abstract
The introduction of highly selective ABL-tyrosine kinase inhibitors (TKIs) has revolutionized therapy for chronic myeloid leukemia (CML). However, TKIs are only efficacious in the chronic phase of the disease and effective therapies for TKI-refractory CML, or after progression to blast crisis (BC), are lacking. Whereas the chronic phase of CML is dependent on BCR-ABL, additional mutations are required for progression to BC. However, the identity of these mutations and the pathways they affect are poorly understood, hampering our ability to identify therapeutic targets and improve outcomes. Here, we describe a novel mouse model that allows identification of mechanisms of BC progression in an unbiased and tractable manner, using transposon-based insertional mutagenesis on the background of chronic phase CML. Our BC model is the first to faithfully recapitulate the phenotype, cellular and molecular biology of human CML progression. We report a heterogeneous and unique pattern of insertions identifying known and novel candidate genes and demonstrate that these pathways drive disease progression and provide potential targets for novel therapeutic strategies. Our model greatly informs the biology of CML progression and provides a potent resource for the development of candidate therapies to improve the dismal outcomes in this highly aggressive disease.
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MESH Headings
- Animals
- DNA Transposable Elements
- Fusion Proteins, bcr-abl/genetics
- Gene Expression Regulation, Leukemic
- Genes, myb
- Hematopoietic Stem Cells/pathology
- Humans
- Leukemia, Experimental/drug therapy
- Leukemia, Experimental/genetics
- Leukemia, Experimental/mortality
- Leukemia, Experimental/pathology
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/mortality
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology
- Mice, Transgenic
- Molecular Targeted Therapy/methods
- Mutagenesis, Insertional
- Mutation
- Tumor Cells, Cultured
- Vascular Endothelial Growth Factor C/genetics
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Affiliation(s)
- George Giotopoulos
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Louise van der Weyden
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Hikari Osaki
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Alistair G Rust
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK Tumour Profiling Unit, The Institute of Cancer Research, Chester Beatty Laboratories, London SW3 6JB, England, UK
| | - Paolo Gallipoli
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Eshwar Meduri
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Sarah J Horton
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Wai-In Chan
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Donna Foster
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
| | - Rab K Prinjha
- Epinova DPU, GlaxoSmithKline, Medicines Research Centre, Stevenage SG1 2NY, England, UK
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
| | - Daniel G Tenen
- Cancer Science Institute, National University of Singapore, Singapore 119077 Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115
| | - George S Vassiliou
- Haematological Cancer Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, England, UK
| | - Steffen Koschmieder
- Department of Hematology, Oncology, Hemostaseology, and Stem Cell Transplantation, Faculty of Medicine, RWTH Aachen University, 52062 Aachen, Germany
| | - David J Adams
- Experimental Cancer Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Brian J P Huntly
- Department of Haematology, Cambridge Institute for Medical Research and Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0XY, England, UK Wellcome Trust - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1TN, England, UK
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36
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Poulos RC, Thoms JAI, Shah A, Beck D, Pimanda JE, Wong JWH. Systematic Screening of Promoter Regions Pinpoints Functional Cis-Regulatory Mutations in a Cutaneous Melanoma Genome. Mol Cancer Res 2015; 13:1218-26. [PMID: 26082173 DOI: 10.1158/1541-7786.mcr-15-0146] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 06/04/2015] [Indexed: 11/16/2022]
Abstract
UNLABELLED With the recent discovery of recurrent mutations in the TERT promoter in melanoma, identification of other somatic causal promoter mutations is of considerable interest. Yet, the impact of sequence variation on the regulatory potential of gene promoters has not been systematically evaluated. This study assesses the impact of promoter mutations on promoter activity in the whole-genome sequenced malignant melanoma cell line COLO-829. Combining somatic mutation calls from COLO-829 with genome-wide chromatin accessibility and histone modification data revealed mutations within promoter elements. Interestingly, a high number of potential promoter mutations (n = 23) were found, a result mirrored in subsequent analysis of TCGA whole-melanoma genomes. The impact of wild-type and mutant promoter sequences were evaluated by subcloning into luciferase reporter vectors and testing their transcriptional activity in COLO-829 cells. Of the 23 promoter regions tested, four mutations significantly altered reporter activity relative to wild-type sequences. These data were then subjected to multiple computational algorithms that score the cis-regulatory altering potential of mutations. These analyses identified one mutation, located within the promoter region of NDUFB9, which encodes the mitochondrial NADH dehydrogenase (ubiquinone) 1 beta subcomplex 9, to be recurrent in 4.4% (19 of 432) of TCGA whole-melanoma exomes. The mutation is predicted to disrupt a highly conserved SP1/KLF transcription factor binding motif and its frequent co-occurrence with mutations in the coding sequence of NF1 supports a pathologic role for this mutation in melanoma. Taken together, these data show the relatively high prevalence of promoter mutations in the COLO-829 melanoma genome, and indicate that a proportion of these significantly alter the regulatory potential of gene promoters. IMPLICATIONS Genomic-based screening within gene promoter regions suggests that functional cis-regulatory mutations may be common in melanoma genomes, highlighting the need to examine their role in tumorigenesis.
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Affiliation(s)
- Rebecca C Poulos
- Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia. Lowy Cancer Research Centre, University of New South Wales Australia, Sydney, Australia
| | - Julie A I Thoms
- Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia. Lowy Cancer Research Centre, University of New South Wales Australia, Sydney, Australia
| | - Anushi Shah
- Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia. Lowy Cancer Research Centre, University of New South Wales Australia, Sydney, Australia
| | - Dominik Beck
- Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia. Lowy Cancer Research Centre, University of New South Wales Australia, Sydney, Australia
| | - John E Pimanda
- Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia. Lowy Cancer Research Centre, University of New South Wales Australia, Sydney, Australia. Department of Haematology, Prince of Wales Hospital, Sydney, Australia
| | - Jason W H Wong
- Prince of Wales Clinical School, University of New South Wales Australia, Sydney, Australia. Lowy Cancer Research Centre, University of New South Wales Australia, Sydney, Australia.
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37
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Marks-Bluth J, Khanna A, Chandrakanthan V, Thoms J, Bee T, Eich C, Kang YC, Knezevic K, Qiao Q, Fitch S, Oxburgh L, Ottersbach K, Dzierzak E, de Bruijn MFTR, Pimanda JE. SMAD1 and SMAD5 Expression Is Coordinately Regulated by FLI1 and GATA2 during Endothelial Development. Mol Cell Biol 2015; 35:2165-72. [PMID: 25870111 PMCID: PMC4438244 DOI: 10.1128/mcb.00239-15] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Revised: 04/01/2015] [Accepted: 04/03/2015] [Indexed: 01/02/2023] Open
Abstract
The bone morphogenetic protein (BMP)/SMAD signaling pathway is a critical regulator of angiogenic sprouting and is involved in vascular development in the embryo. SMAD1 and SMAD5, the core mediators of BMP signaling, are vital for this activity, yet little is known about their transcriptional regulation in endothelial cells. Here, we have integrated multispecies sequence conservation, tissue-specific chromatin, in vitro reporter assay, and in vivo transgenic data to identify and validate Smad1+63 and the Smad5 promoter as tissue-specific cis-regulatory elements that are active in the developing endothelium. The activity of these elements in the endothelium was dependent on highly conserved ETS, GATA, and E-box motifs, and chromatin immunoprecipitation showed high levels of enrichment of FLI1, GATA2, and SCL at these sites in endothelial cell lines and E11 dorsal aortas in vivo. Knockdown of FLI1 and GATA2 but not SCL reduced the expression of SMAD1 and SMAD5 in endothelial cells in vitro. In contrast, CD31(+) cKit(-) endothelial cells harvested from embryonic day 9 (E9) aorta-gonad-mesonephros (AGM) regions of GATA2 null embryos showed reduced Smad1 but not Smad5 transcript levels. This is suggestive of a degree of in vivo selection where, in the case of reduced SMAD1 levels, endothelial cells with more robust SMAD5 expression have a selective advantage.
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Affiliation(s)
- Jonathon Marks-Bluth
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia The Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, United Kingdom
| | - Anchit Khanna
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Vashe Chandrakanthan
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Julie Thoms
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Thomas Bee
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Christina Eich
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Young Chan Kang
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Kathy Knezevic
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Qiao Qiao
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia
| | - Simon Fitch
- Department of Haematology, Cambridge Institute for Medical Research, University of Cambridge, Cambridge, United Kingdom Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Leif Oxburgh
- Center for Molecular Medicine, Maine Medical Center Research Institute, Scarborough, Maine, USA
| | - Katrin Ottersbach
- Department of Haematology, Cambridge Institute for Medical Research, University of Cambridge, Cambridge, United Kingdom Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Elaine Dzierzak
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Erasmus University Medical Center, Rotterdam, Netherlands The Queen's Medical Research Institute, College of Medicine and Veterinary Medicine, Edinburgh, United Kingdom
| | - Marella F T R de Bruijn
- The Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, United Kingdom
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, The University of New South Wales, Sydney, NSW, Australia Department of Haematology, Prince of Wales Hospital, Sydney, NSW, Australia
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38
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Nasrallah R, Knezevic K, Thai T, Thomas SR, Göttgens B, Lacaud G, Kouskoff V, Pimanda JE. Endoglin potentiates nitric oxide synthesis to enhance definitive hematopoiesis. Biol Open 2015; 4:819-29. [PMID: 25979706 PMCID: PMC4571086 DOI: 10.1242/bio.011494] [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] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Accepted: 04/14/2015] [Indexed: 01/12/2023] Open
Abstract
During embryonic development, hematopoietic cells develop by a process of endothelial-to hematopoietic transition of a specialized population of endothelial cells. These hemogenic endothelium (HE) cells in turn develop from a primitive population of FLK1(+) mesodermal cells. Endoglin (ENG) is an accessory TGF-β receptor that is enriched on the surface of endothelial and hematopoietic stem cells and is also required for the normal development of hemogenic precursors. However, the functional role of ENG during the transition of FLK1(+) mesoderm to hematopoietic cells is ill defined. To address this we used a murine embryonic stem cell model that has been shown to mirror the temporal emergence of these cells in the embryo. We noted that FLK1(+) mesodermal cells expressing ENG generated fewer blast colony-forming cells but had increased hemogenic potential when compared with ENG non-expressing cells. TIE2(+)/CD117(+) HE cells expressing ENG also showed increased hemogenic potential compared with non-expressing cells. To evaluate whether high ENG expression accelerates hematopoiesis, we generated an inducible ENG expressing ES cell line and forced expression in FLK1(+) mesodermal or TIE2(+)/CD117(+) HE cells. High ENG expression at both stages accelerated the emergence of CD45(+) definitive hematopoietic cells. High ENG expression was associated with increased pSMAD2/eNOS expression and NO synthesis in hemogenic precursors. Inhibition of eNOS blunted the ENG induced increase in definitive hematopoiesis. Taken together, these data show that ENG potentiates the emergence of definitive hematopoietic cells by modulating TGF-β/pSMAD2 signalling and increasing eNOS/NO synthesis.
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Affiliation(s)
- Rabab Nasrallah
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW Australia, Sydney, NSW 2052, Australia Cancer Research UK Manchester Institute, The University of Manchester, Manchester, M20 4BX, UK
| | - Kathy Knezevic
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW Australia, Sydney, NSW 2052, Australia
| | - Thuan Thai
- Centre for Vascular Research and School of Medical Sciences, UNSW Australia, Sydney, NSW 2052, Australia
| | - Shane R Thomas
- Centre for Vascular Research and School of Medical Sciences, UNSW Australia, Sydney, NSW 2052, Australia
| | - Berthold Göttgens
- Department of Haematology, Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK Cambridge Stem Cell Institute, University of Cambridge, Cambridge CB2 1QR, UK
| | - Georges Lacaud
- Cancer Research UK Manchester Institute, The University of Manchester, Manchester, M20 4BX, UK
| | - Valerie Kouskoff
- Cancer Research UK Manchester Institute, The University of Manchester, Manchester, M20 4BX, UK
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, UNSW Australia, Sydney, NSW 2052, Australia Department of Haematology, Prince of Wales Hospital, Sydney, NSW 2031, Australia
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39
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Rao TN, Marks-Bluth J, Sullivan J, Gupta MK, Chandrakanthan V, Fitch SR, Ottersbach K, Jang YC, Piao X, Kulkarni RN, Serwold T, Pimanda JE, Wagers AJ. High-level Gpr56 expression is dispensable for the maintenance and function of hematopoietic stem and progenitor cells in mice. Stem Cell Res 2015; 14:307-22. [PMID: 25840412 PMCID: PMC4439311 DOI: 10.1016/j.scr.2015.02.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Revised: 02/04/2015] [Accepted: 02/06/2015] [Indexed: 12/20/2022] Open
Abstract
Blood formation by hematopoietic stem cells (HSCs) is regulated by a still incompletely defined network of general and HSC-specific regulators. In this study, we analyzed the role of G-protein coupled receptor 56 (Gpr56) as a candidate HSC regulator based on its differential expression in quiescent relative to proliferating HSCs and its common targeting by core HSC regulators. Detailed expression analysis revealed that Gpr56 is abundantly expressed by HSPCs during definitive hematopoiesis in the embryo and in the adult bone marrow, but its levels are reduced substantially as HSPCs differentiate. However, despite enriched expression in HSPCs, Gpr56-deficiency did not impair HSPC maintenance or function during steady-state or myeloablative stress-induced hematopoiesis. Gpr56-deficient HSCs also responded normally to physiological and pharmacological mobilization signals, despite the reported role of this GPCR as a regulator of cell adhesion and migration in neuronal cells. Moreover, Gpr56-deficient bone marrow engrafted with equivalent efficiency as wild-type HSCs in primary recipients; however, their reconstituting ability was reduced when subjected to serial transplantation. These data indicate that although GPR56 is abundantly and selectively expressed by primitive HSPCs, its high level expression is largely dispensable for steady-state and regenerative hematopoiesis.
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Affiliation(s)
- Tata Nageswara Rao
- Howard Hughes Medical Institute, USA; Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA
| | - Jonathan Marks-Bluth
- Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
| | - Jessica Sullivan
- Howard Hughes Medical Institute, USA; Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA
| | - Manoj K Gupta
- Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA
| | - Vashe Chandrakanthan
- Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
| | - Simon R Fitch
- Department of Haematology, Cambridge Institute for Medical Research University of Cambridge, Cambridge CB2 0XY, UK; Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Cambridge CB2 0XY, UK
| | - Katrin Ottersbach
- Department of Haematology, Cambridge Institute for Medical Research University of Cambridge, Cambridge CB2 0XY, UK; Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Cambridge CB2 0XY, UK
| | - Young C Jang
- Howard Hughes Medical Institute, USA; Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA
| | - Xianhua Piao
- Division of Newborn Medicine, Boston Children's Hospital, Harvard Medical School, MA, USA
| | - Rohit N Kulkarni
- Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA
| | - Thomas Serwold
- Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA
| | - John E Pimanda
- Lowy Cancer Research Centre, University of New South Wales, Sydney, NSW 2052, Australia; Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
| | - Amy J Wagers
- Howard Hughes Medical Institute, USA; Department of Stem Cell and Regenerative Biology, Harvard Stem Cell Institute, Harvard University, Cambridge, MA, USA; Joslin Diabetes Center, Boston, MA 02215, USA; Harvard Medical School, Boston, MA 02215, USA.
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40
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Khanna A, Pimanda JE. Clinical significance of cancerous inhibitor of protein phosphatase 2A in human cancers. Int J Cancer 2015; 138:525-32. [DOI: 10.1002/ijc.29431] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2014] [Revised: 12/28/2014] [Accepted: 12/29/2014] [Indexed: 01/03/2023]
Affiliation(s)
- Anchit Khanna
- Lowy Cancer Research Centre and Prince of Wales Clinical School, University of New South Wales (UNSW) Medicine Department; Sydney New South Wales 2052 Australia
| | - John E. Pimanda
- Lowy Cancer Research Centre and Prince of Wales Clinical School, University of New South Wales (UNSW) Medicine Department; Sydney New South Wales 2052 Australia
- Department of Haematology; the Prince of Wales Hospital; Randwick New South Wales Australia
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41
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Solaimani Kartalaei P, Yamada-Inagawa T, Vink CS, de Pater E, van der Linden R, Marks-Bluth J, van der Sloot A, van den Hout M, Yokomizo T, van Schaick-Solernó ML, Delwel R, Pimanda JE, van IJcken WFJ, Dzierzak E. Whole-transcriptome analysis of endothelial to hematopoietic stem cell transition reveals a requirement for Gpr56 in HSC generation. ACTA ACUST UNITED AC 2014; 212:93-106. [PMID: 25547674 PMCID: PMC4291529 DOI: 10.1084/jem.20140767] [Citation(s) in RCA: 92] [Impact Index Per Article: 9.2] [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] [Indexed: 12/11/2022]
Abstract
Using highly sensitive RNAseq to examine the whole transcriptome of enriched aortic hematopoietic stem cells and endothelial cells, the authors find G-protein–coupled receptor, Gpr56, is required to generate the first HSCs during endothelial to hematopoietic cell transition. Hematopoietic stem cells (HSCs) are generated via a natural transdifferentiation process known as endothelial to hematopoietic cell transition (EHT). Because of small numbers of embryonal arterial cells undergoing EHT and the paucity of markers to enrich for hemogenic endothelial cells (ECs [HECs]), the genetic program driving HSC emergence is largely unknown. Here, we use a highly sensitive RNAseq method to examine the whole transcriptome of small numbers of enriched aortic HSCs, HECs, and ECs. Gpr56, a G-coupled protein receptor, is one of the most highly up-regulated of the 530 differentially expressed genes. Also, highly up-regulated are hematopoietic transcription factors, including the “heptad” complex of factors. We show that Gpr56 (mouse and human) is a target of the heptad complex and is required for hematopoietic cluster formation during EHT. Our results identify the processes and regulators involved in EHT and reveal the surprising requirement for Gpr56 in generating the first HSCs.
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Affiliation(s)
- Parham Solaimani Kartalaei
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Tomoko Yamada-Inagawa
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Chris S Vink
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Emma de Pater
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Reinier van der Linden
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Jonathon Marks-Bluth
- Lowy Cancer Research Centre and Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Anthon van der Sloot
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Mirjam van den Hout
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Tomomasa Yokomizo
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599
| | - M Lucila van Schaick-Solernó
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Ruud Delwel
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - John E Pimanda
- Lowy Cancer Research Centre and Prince of Wales Clinical School, University of New South Wales, Sydney, New South Wales 2052, Australia
| | - Wilfred F J van IJcken
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
| | - Elaine Dzierzak
- Erasmus MC Stem Cell Institute, Department of Cell Biology, Center for Biomics, and Department of Hematology, Erasmus University Medical Center, 3000 CA Rotterdam, Netherlands
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42
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Tursky ML, Beck D, Thoms JAI, Huang Y, Kumari A, Unnikrishnan A, Knezevic K, Evans K, Richards LA, Lee E, Morris J, Goldberg L, Izraeli S, Wong JWH, Olivier J, Lock RB, MacKenzie KL, Pimanda JE. Overexpression of ERG in cord blood progenitors promotes expansion and recapitulates molecular signatures of high ERG leukemias. Leukemia 2014; 29:819-27. [PMID: 25306899 DOI: 10.1038/leu.2014.299] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Revised: 09/04/2014] [Accepted: 10/03/2014] [Indexed: 02/07/2023]
Abstract
High expression of the ETS family transcription factor ERG is associated with poor clinical outcome in acute myeloid leukemia (AML) and acute T-cell lymphoblastic leukemia (T-ALL). In murine models, high ERG expression induces both T-ALL and AML. However, no study to date has defined the effect of high ERG expression on primary human hematopoietic cells. In the present study, human CD34+ cells were transduced with retroviral vectors to elevate ERG gene expression to levels detected in high ERG AML. RNA sequencing was performed on purified populations of transduced cells to define the effects of high ERG on gene expression in human CD34+ cells. Integration of the genome-wide expression data with other data sets revealed that high ERG drives an expression signature that shares features of normal hematopoietic stem cells, high ERG AMLs, early T-cell precursor-ALLs and leukemic stem cell signatures associated with poor clinical outcome. Functional assays linked this gene expression profile to enhanced progenitor cell expansion. These results support a model whereby a stem cell gene expression network driven by high ERG in human cells enhances the expansion of the progenitor pool, providing opportunity for the acquisition and propagation of mutations and the development of leukemia.
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Affiliation(s)
- M L Tursky
- 1] Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia [2] Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - D Beck
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - J A I Thoms
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - Y Huang
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - A Kumari
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - A Unnikrishnan
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - K Knezevic
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - K Evans
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - L A Richards
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - E Lee
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - J Morris
- Department of Obstetrics and Gynaecology, Royal North Shore Hospital, University of Sydney, Sydney, Australia
| | - L Goldberg
- 1] Cancer Research Center, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel [2] Department of Human Molecular Genetics and Biochemistry, Tel Aviv University, Tel Aviv, Israel
| | - S Izraeli
- 1] Cancer Research Center, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel [2] Department of Human Molecular Genetics and Biochemistry, Tel Aviv University, Tel Aviv, Israel
| | - J W H Wong
- Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - J Olivier
- School of Mathematics and Statistics, UNSW, Sydney, Australia
| | - R B Lock
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - K L MacKenzie
- Children's Cancer Institute Australia, Lowy Cancer Research Centre, UNSW, Sydney, Australia
| | - J E Pimanda
- 1] Adult Cancer Program, Prince of Wales Clinical School, Lowy Cancer Research Centre, UNSW, Sydney, Australia [2] Department of Haematology, Prince of Wales Hospital, Sydney, Australia
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Khanna A, Stringer B, Day B, Ensbey K, Shen H, Boyd A, McDonald K, Pimanda JE. Abstract 1600: Keeping glioblastoma (GBM)in check by targeting the CHK1-STAT3-CIP2A axis. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-1600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Checkpoint kinase1 (CHK1) is a DNA damage kinase, which has been observed to be constitutively active in human cancers. Unfortunately a number of new generation CHK1 inhibitors, currently in clinical trials, have shown deleterious effects on normal cells, thus limiting their clinical utility. Therefore, identification and targeting of cancer specific effectors of CHK1 signaling has emerged as an attractive therapeutic alternative.
Analysis of the REMBRANDT and TCGA datasets revealed a strong positive correlation for CHK1 and CIP2A expression in 422/522 and 356/454 glioma patients respectively. By contrast, there was negligible correlation observed in normal samples. Additionally, high mRNA expression of both CHK1 and CIP2A was associated with reduced overall survival in glioma patients and marked a more aggressive form of the disease. Notably, CIP2A amplification found in 14.72% cases in the Rembrandt study was associated with worse overall survival in GBM patients. Mechanistically, we identify STAT3 as a transcriptional mediator for CHK-dependent CIP2A expression in GBM cells. We demonstrate that CHK1 positively regulates CIP2A transcription by promoting phosphorylation of STAT3 at Tyrosine 705 both in vitro and in vivo. Further, depletion of STAT3 by siRNA or chemical inhibitors resulted in decreased CIP2A expression in GBM cells. Functionally, both CHK1 and CIP2A promoted viability, clonogenicity and anchorage-independent growth of GBM cells. Importantly, inhibition of cancer cell viability and clonogenicity by Chk1 inhibition can be partially rescued by exogenous overexpression of CIP2A. Higher CIP2A, p-S345-CHK1 and p-Ty705-STAT3 levels were observed in de novo and patient-derived GBM, and U251MG cells relative to levels in normal human astrocytes (NHA). Analogously, CHK1 and CIP2A mRNA expression is increased 10 to 15 fold in genetically engineered mouse(GEM) models of human GBM (Pdgf-Cre-driven Ptenf/f and Pdgf-Cre-driven Ptenf/f;/p53f/f double mutant mice compared with wild-type mice). Finally, using xenograft mouse models we show that both PF477736 (a small molecule inhibitor of CHK1) and CIP2A depletion inhibits tumor growth.
These results highlight CHK1 and CIP2A expression as potential diagnostic and prognostic markers in human GBMs. Further, these findings identify CIP2A as a cancer specific therapeutic target downstream of constitutively active CHK1 and STAT3 signaling in GBM. Together, these data serves as a platform for using CIP2A expression in GBM, to either directly target CIP2A or to stratify patients for CHK1 and/or STAT3 inhibition.
Note: This abstract was not presented at the meeting.
Citation Format: Anchit Khanna, Brett Stringer, Bryan Day, Kathleen Ensbey, Han Shen, Andrew Boyd, Kerrie McDonald, John E. Pimanda. Keeping glioblastoma (GBM)in check by targeting the CHK1-STAT3-CIP2A axis. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 1600. doi:10.1158/1538-7445.AM2014-1600
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Affiliation(s)
| | - Brett Stringer
- 2QIMR-Berghofer Medical Research Institute, Brisbane, Australia
| | - Bryan Day
- 2QIMR-Berghofer Medical Research Institute, Brisbane, Australia
| | - Kathleen Ensbey
- 2QIMR-Berghofer Medical Research Institute, Brisbane, Australia
| | - Han Shen
- 1Lowy Cancer Research Centre, Sydney, Australia
| | - Andrew Boyd
- 2QIMR-Berghofer Medical Research Institute, Brisbane, Australia
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Ju YS, Alexandrov LB, Gerstung M, Martincorena I, Nik-Zainal S, Ramakrishna M, Davies HR, Papaemmanuil E, Gundem G, Shlien A, Bolli N, Behjati S, Tarpey PS, Nangalia J, Massie CE, Butler AP, Teague JW, Vassiliou GS, Green AR, Du MQ, Unnikrishnan A, Pimanda JE, Teh BT, Munshi N, Greaves M, Vyas P, El-Naggar AK, Santarius T, Collins VP, Grundy R, Taylor JA, Hayes DN, Malkin D, Foster CS, Warren AY, Whitaker HC, Brewer D, Eeles R, Cooper C, Neal D, Visakorpi T, Isaacs WB, Bova GS, Flanagan AM, Futreal PA, Lynch AG, Chinnery PF, McDermott U, Stratton MR, Campbell PJ. Origins and functional consequences of somatic mitochondrial DNA mutations in human cancer. eLife 2014; 3:e02935. [PMID: 25271376 PMCID: PMC4371858 DOI: 10.7554/elife.02935] [Citation(s) in RCA: 270] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2014] [Accepted: 09/26/2014] [Indexed: 01/04/2023] Open
Abstract
Recent sequencing studies have extensively explored the somatic alterations present in the nuclear genomes of cancers. Although mitochondria control energy metabolism and apoptosis, the origins and impact of cancer-associated mutations in mtDNA are unclear. In this study, we analyzed somatic alterations in mtDNA from 1675 tumors. We identified 1907 somatic substitutions, which exhibited dramatic replicative strand bias, predominantly C > T and A > G on the mitochondrial heavy strand. This strand-asymmetric signature differs from those found in nuclear cancer genomes but matches the inferred germline process shaping primate mtDNA sequence content. A number of mtDNA mutations showed considerable heterogeneity across tumor types. Missense mutations were selectively neutral and often gradually drifted towards homoplasmy over time. In contrast, mutations resulting in protein truncation undergo negative selection and were almost exclusively heteroplasmic. Our findings indicate that the endogenous mutational mechanism has far greater impact than any other external mutagens in mitochondria and is fundamentally linked to mtDNA replication.
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Affiliation(s)
- Young Seok Ju
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Ludmil B Alexandrov
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Moritz Gerstung
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Inigo Martincorena
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Serena Nik-Zainal
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Manasa Ramakrishna
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Helen R Davies
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Elli Papaemmanuil
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Gunes Gundem
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Adam Shlien
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Niccolo Bolli
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Sam Behjati
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Patrick S Tarpey
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Jyoti Nangalia
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Charles E Massie
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Adam P Butler
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Jon W Teague
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - George S Vassiliou
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Anthony R Green
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
| | - Ming-Qing Du
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Ashwin Unnikrishnan
- Lowy Cancer Research
Centre, University of New South Wales,
Sydney, Australia
| | - John E Pimanda
- Lowy Cancer Research
Centre, University of New South Wales,
Sydney, Australia
| | - Bin Tean Teh
- Laboratory of Cancer
Epigenome, National Cancer Centre,
Singapore, Singapore
- Duke-NUS Graduate Medical School,
Singapore, Singapore
| | - Nikhil Munshi
- Department of Hematologic
Oncology, Dana-Farber Cancer Institute,
Boston, United States
| | - Mel Greaves
- Institute of Cancer Research, Sutton,
London, United Kingdom
| | - Paresh Vyas
- Weatherall Institute for Molecular
Medicine, University of Oxford,
Oxford, United Kingdom
| | - Adel K El-Naggar
- Department of Pathology,
MD Anderson Cancer Center, Houston, United
States
| | - Tom Santarius
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - V Peter Collins
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Richard Grundy
- Children's Brain Tumour Research
Centre, University of Nottingham,
Nottingham, United Kingdom
| | - Jack A Taylor
- National Institute of Environmental
Health Sciences, National Institute of
Health, Triangle,
North Carolina, United
States
| | - D Neil Hayes
- Department of Internal
Medicine, University of North Carolina,
Chapel
Hill, United States
| | - David Malkin
- Hospital for Sick
Children, University of Toronto,
Toronto, Canada
| | - Christopher S Foster
- Department of Molecular and Clinical
Cancer Medicine, University of Liverpool,
London, United Kingdom
- HCA Pathology Laboratories,
London, United Kingdom
| | - Anne Y Warren
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Hayley C Whitaker
- Cancer Research UK Cambridge
Institute, University of Cambridge,
Cambridge, United Kingdom
| | - Daniel Brewer
- Institute of Cancer Research, Sutton,
London, United Kingdom
- School of Biological
Sciences, University of East Anglia,
Norwich, United Kingdom
| | - Rosalind Eeles
- Institute of Cancer Research, Sutton,
London, United Kingdom
| | - Colin Cooper
- Institute of Cancer Research, Sutton,
London, United Kingdom
- School of Biological
Sciences, University of East Anglia,
Norwich, United Kingdom
| | - David Neal
- Cancer Research UK Cambridge
Institute, University of Cambridge,
Cambridge, United Kingdom
| | - Tapio Visakorpi
- Institute of Biosciences and Medical
Technology - BioMediTech and Fimlab Laboratories,
University of Tampere and Tampere University Hospital,
Tampere, Finland
| | - William B Isaacs
- Department of Oncology,
Johns Hopkins University, Baltimore, United
States
| | - G Steven Bova
- Institute of Biosciences and Medical
Technology - BioMediTech and Fimlab Laboratories,
University of Tampere and Tampere University Hospital,
Tampere, Finland
| | - Adrienne M Flanagan
- Department of
Histopathology, Royal National Orthopaedic
Hospital, Middlesex, United Kingdom
- University College London Cancer
Institute, University College London,
London, United Kingdom
| | - P Andrew Futreal
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Department of Genomic
Medicine, The University of Texas, MD Anderson Cancer
Center, Houston, Texas, United States
| | - Andy G Lynch
- Cancer Research UK Cambridge
Institute, University of Cambridge,
Cambridge, United Kingdom
| | - Patrick F Chinnery
- Wellcome Trust Centre for Mitochondrial
Research, Institute of Genetic Medicine, Newcastle
University, Newcastle-upon-tyne, United
Kingdom
| | - Ultan McDermott
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
| | - Michael R Stratton
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
| | - Peter J Campbell
- Cancer Genome Project,
Wellcome Trust Sanger Institute,
Hinxton, United Kingdom
- Cambridge University Hospitals NHS Foundation
Trust, Cambridge, United Kingdom
- Department of Haematology,
University of Cambridge, Cambridge, United
Kingdom
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45
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Woll PS, Kjällquist U, Chowdhury O, Doolittle H, Wedge DC, Thongjuea S, Erlandsson R, Ngara M, Anderson K, Deng Q, Mead AJ, Stenson L, Giustacchini A, Duarte S, Giannoulatou E, Taylor S, Karimi M, Scharenberg C, Mortera-Blanco T, Macaulay IC, Clark SA, Dybedal I, Josefsen D, Fenaux P, Hokland P, Holm MS, Cazzola M, Malcovati L, Tauro S, Bowen D, Boultwood J, Pellagatti A, Pimanda JE, Unnikrishnan A, Vyas P, Göhring G, Schlegelberger B, Tobiasson M, Kvalheim G, Constantinescu SN, Nerlov C, Nilsson L, Campbell PJ, Sandberg R, Papaemmanuil E, Hellström-Lindberg E, Linnarsson S, Jacobsen SEW. Myelodysplastic syndromes are propagated by rare and distinct human cancer stem cells in vivo. Cancer Cell 2014; 25:794-808. [PMID: 24835589 DOI: 10.1016/j.ccr.2014.03.036] [Citation(s) in RCA: 227] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Revised: 02/12/2014] [Accepted: 03/31/2014] [Indexed: 12/14/2022]
Abstract
Evidence for distinct human cancer stem cells (CSCs) remains contentious and the degree to which different cancer cells contribute to propagating malignancies in patients remains unexplored. In low- to intermediate-risk myelodysplastic syndromes (MDS), we establish the existence of rare multipotent MDS stem cells (MDS-SCs), and their hierarchical relationship to lineage-restricted MDS progenitors. All identified somatically acquired genetic lesions were backtracked to distinct MDS-SCs, establishing their distinct MDS-propagating function in vivo. In isolated del(5q)-MDS, acquisition of del(5q) preceded diverse recurrent driver mutations. Sequential analysis in del(5q)-MDS revealed genetic evolution in MDS-SCs and MDS-progenitors prior to leukemic transformation. These findings provide definitive evidence for rare human MDS-SCs in vivo, with extensive implications for the targeting of the cells required and sufficient for MDS-propagation.
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Affiliation(s)
- Petter S Woll
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Una Kjällquist
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, 171 65 Stockholm, Sweden
| | - Onima Chowdhury
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Helen Doolittle
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - David C Wedge
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA Cambridge, UK
| | - Supat Thongjuea
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Rikard Erlandsson
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, 171 65 Stockholm, Sweden
| | - Mtakai Ngara
- Ludwig Institute for Cancer Research and Department of Cell and Molecular Biology, Karolinska Institute, 171 77 Stockholm, Sweden
| | - Kristina Anderson
- Department of Cellular Therapy, Norwegian Radium Hospital, Oslo University Hospital, 0130 Oslo, Norway
| | - Qiaolin Deng
- Ludwig Institute for Cancer Research and Department of Cell and Molecular Biology, Karolinska Institute, 171 77 Stockholm, Sweden
| | - Adam J Mead
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Laura Stenson
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Alice Giustacchini
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Sara Duarte
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Eleni Giannoulatou
- Computational Biology Research Group, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Stephen Taylor
- Computational Biology Research Group, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Mohsen Karimi
- Center for Hematology and Regenerative Medicine, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Christian Scharenberg
- Center for Hematology and Regenerative Medicine, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Teresa Mortera-Blanco
- Center for Hematology and Regenerative Medicine, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Iain C Macaulay
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Sally-Ann Clark
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | - Ingunn Dybedal
- Department of Hematology, Oslo University Hospital, Rikshospitalet, 0130 Oslo, Norway
| | - Dag Josefsen
- Department of Cellular Therapy, Norwegian Radium Hospital, Oslo University Hospital, 0130 Oslo, Norway
| | - Pierre Fenaux
- Hôpital Avicenne, Assistance Publique-Hôpitaux de Paris (AP-HP), Service d'hématologie clinique, 93000 Bobigny, France
| | - Peter Hokland
- Department of Hematology, Aarhus University Hospital, 8000 Aarhus, Denmark
| | - Mette S Holm
- Department of Hematology, Aarhus University Hospital, 8000 Aarhus, Denmark
| | - Mario Cazzola
- Department of Molecular Medicine, University of Pavia, and Department of Hematology Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Luca Malcovati
- Department of Molecular Medicine, University of Pavia, and Department of Hematology Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Sudhir Tauro
- Division of Medical Sciences, University of Dundee, Dundee DD1 9SY, Scotland, UK
| | - David Bowen
- St. James Institute of Oncology, St. James Hospital, Leeds LS9 7TF, UK
| | - Jacqueline Boultwood
- Nuffield Department of Clinical Laboratory Sciences, University of Oxford, Oxford OX3 9DU, UK
| | - Andrea Pellagatti
- Nuffield Department of Clinical Laboratory Sciences, University of Oxford, Oxford OX3 9DU, UK
| | - John E Pimanda
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney 2052, Australia
| | - Ashwin Unnikrishnan
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney 2052, Australia
| | - Paresh Vyas
- MRC Molecular Haematology Unit, Department of Haematology, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK; Oxford University Hospital, NHS Trust, Oxford OX3 9DU, UK
| | - Gudrun Göhring
- Institute of Cell and Molecular Pathology, Hannover Medical School, 30625 Hannover, Germany
| | | | - Magnus Tobiasson
- Center for Hematology and Regenerative Medicine, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Gunnar Kvalheim
- Department of Cellular Therapy, Norwegian Radium Hospital, Oslo University Hospital, 0130 Oslo, Norway
| | - Stefan N Constantinescu
- Ludwig Institute for Cancer Research and de Duve Institute, Université Catholique de Louvain, 1200 Brussels, Belgium
| | - Claus Nerlov
- MRC Molecular Haematology Unit, Department of Haematology, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK
| | | | - Peter J Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA Cambridge, UK
| | - Rickard Sandberg
- Ludwig Institute for Cancer Research and Department of Cell and Molecular Biology, Karolinska Institute, 171 77 Stockholm, Sweden
| | - Elli Papaemmanuil
- Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA Cambridge, UK
| | - Eva Hellström-Lindberg
- Center for Hematology and Regenerative Medicine, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden
| | - Sten Linnarsson
- Laboratory of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, 171 65 Stockholm, Sweden
| | - Sten Eirik W Jacobsen
- Haematopoietic Stem Cell Biology Laboratory, MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, UK; Departments of Cell and Molecular Biology, Medicine Huddinge, and Laboratory Medicine, Huddinge, Karolinska Institutet and Center for Hematology and Regenerative Medicine, Karolinska University Hospital Huddinge, 141 86 Stockholm, Sweden.
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46
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Sloane MA, Wong JWH, Perera D, Nunez AC, Pimanda JE, Hawkins NJ, Sieber OM, Bourke MJ, Hesson LB, Ward RL. Epigenetic inactivation of the candidate tumor suppressor USP44 is a frequent and early event in colorectal neoplasia. Epigenetics 2014; 9:1092-100. [PMID: 24837038 DOI: 10.4161/epi.29222] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
In mouse models, loss of the candidate tumor suppressor gene Ubiquitin Specific Protease 44 (USP44) is associated with aneuploidy and cancer. USP44 is also transcriptionally silenced in human cancers. Here we investigated the molecular mechanism of USP44 silencing and whether this correlated with aneuploidy in colorectal adenomas. DNA methylation at the USP44 CpG island (CGI) promoter was measured using combined bisulfite restriction analysis (COBRA) in colorectal cancer (CRC) cell lines (n = 18), and with COBRA and bisulfite sequencing in colorectal adenomas (n = 89) and matched normal colonic mucosa (n = 51). The USP44 CGI was hypermethylated in all CRC cell lines, in most colorectal adenomas (79 of 89, 89%) but rarely in normal mucosa samples (3 of 51, 6%). USP44 expression was also compared between normal mucosa and paired hypermethylated adenomas in six patients using qRT-PCR. Hypermethylation of the USP44 CGI in adenomas was associated with a 1.8 to 5.5-fold reduction in expression compared with paired normal mucosa. Treatment of CRC cell lines with the DNA hypomethylating agent decitabine resulted in a 14 to 270-fold increase in USP44 expression. Whole genome SNP array data showed that gain or loss of individual chromosomes occurred in adenomas, but hypermethylation did not correlate with more aneuploidy. In summary, our data shows that USP44 is epigenetically inactivated in colorectal adenomas, but this alone is not sufficient to cause aneuploidy in colorectal neoplasia.
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Affiliation(s)
- Mathew A Sloane
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
| | - Jason W H Wong
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
| | - Dilmi Perera
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
| | - Andrea C Nunez
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
| | - John E Pimanda
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
| | - Nicholas J Hawkins
- School of Medical Sciences; University of New South Wales; Sydney, NSW Australia
| | - Oliver M Sieber
- Colorectal Cancer Genetics Laboratory; Systems Biology and Personalised Medicine Division; Walter and Eliza Hall Institute of Medial Research; Parkville, VIC Australia; Faculty of Medicine, Dentistry and Health Sciences; Department of Medical Biology; University of Melbourne; Parkville, VIC Australia
| | - Michael J Bourke
- Department of Gastroenterology and Hepatology; Westmead Hospital; Sydney, NSW Australia
| | - Luke B Hesson
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
| | - Robyn L Ward
- Adult Cancer Program; Lowy Cancer Research Centre and Prince of Wales Clinical School; Sydney, NSW Australia
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Perera D, Chacon D, Thoms JAI, Poulos RC, Shlien A, Beck D, Campbell PJ, Pimanda JE, Wong JWH. OncoCis: annotation of cis-regulatory mutations in cancer. Genome Biol 2014; 15:485. [PMID: 25298093 PMCID: PMC4224696 DOI: 10.1186/s13059-014-0485-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Accepted: 10/01/2014] [Indexed: 01/12/2023] Open
Abstract
Whole genome sequencing has enabled the identification of thousands of somatic mutations within non-coding genomic regions of individual cancer samples. However, identification of mutations that potentially alter gene regulation remains a major challenge. Here we present OncoCis, a new method that enables identification of potential cis-regulatory mutations using cell type-specific genome and epigenome-wide datasets along with matching gene expression data. We demonstrate that the use of cell type-specific information and gene expression can significantly reduce the number of candidate cis-regulatory mutations compared with existing tools designed for the annotation of cis-regulatory SNPs. The OncoCis webserver is freely accessible at https://powcs.med.unsw.edu.au/OncoCis/.
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Affiliation(s)
- Dilmi Perera
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
| | - Diego Chacon
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
| | - Julie AI Thoms
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
| | - Rebecca C Poulos
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
| | - Adam Shlien
- />Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA UK
| | - Dominik Beck
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
| | - Peter J Campbell
- />Cancer Genome Project, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA UK
- />Department of Haematology, Addenbrooke’s Hospital, Cambridge, CB2 0QQ UK
| | - John E Pimanda
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
- />Department of Haematology, Prince of Wales Hospital, Sydney, 2031 Australia
| | - Jason WH Wong
- />Prince of Wales Clinical School and Lowy Cancer Research Centre, UNSW Australia, Sydney, 2052 Australia
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Perera D, Chacon D, Thoms J, Poulos RC, Shlien A, Beck D, Campbell PJ, Pimanda JE, Wong J. OncoCis: annotation of cis- regulatory mutations in cancer. Genome Biol 2014. [DOI: 10.1186/preaccept-1191661878133753] [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: 11/10/2022] Open
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Khanna A, Pimanda JE, Westermarck J. Cancerous Inhibitor of Protein Phosphatase 2A, an Emerging Human Oncoprotein and a Potential Cancer Therapy Target. Cancer Res 2013; 73:6548-53. [DOI: 10.1158/0008-5472.can-13-1994] [Citation(s) in RCA: 120] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Chacon D, Beck D, Perera D, Wong JWH, Pimanda JE. BloodChIP: a database of comparative genome-wide transcription factor binding profiles in human blood cells. Nucleic Acids Res 2013; 42:D172-7. [PMID: 24185696 PMCID: PMC3964976 DOI: 10.1093/nar/gkt1036] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
The BloodChIP database (http://www.med.unsw.edu.au/CRCWeb.nsf/page/BloodChIP) supports exploration and visualization of combinatorial transcription factor (TF) binding at a particular locus in human CD34-positive and other normal and leukaemic cells or retrieval of target gene sets for user-defined combinations of TFs across one or more cell types. Increasing numbers of genome-wide TF binding profiles are being added to public repositories, and this trend is likely to continue. For the power of these data sets to be fully harnessed by experimental scientists, there is a need for these data to be placed in context and easily accessible for downstream applications. To this end, we have built a user-friendly database that has at its core the genome-wide binding profiles of seven key haematopoietic TFs in human stem/progenitor cells. These binding profiles are compared with binding profiles in normal differentiated and leukaemic cells. We have integrated these TF binding profiles with chromatin marks and expression data in normal and leukaemic cell fractions. All queries can be exported into external sites to construct TF–gene and protein–protein networks and to evaluate the association of genes with cellular processes and tissue expression.
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Affiliation(s)
- Diego Chacon
- Lowy Cancer Research Centre and the Prince of Wales Clinical School, University of New South Wales, Sydney, NSW 2052, Australia
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