51
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Shaikh AF, Kakirde C, Dhamne C, Bhanshe P, Joshi S, Chaudhary S, Chatterjee G, Tembhare P, Prasad M, Roy Moulik N, Gokarn A, Bonda A, Nayak L, Punatkar S, Jain H, Bagal B, Shetty D, Sengar M, Narula G, Khattry N, Banavali S, Gujral S, P G S, Patkar N. Machine learning derived genomics driven prognostication for acute myeloid leukemia with RUNX1-RUNX1T1. Leuk Lymphoma 2020; 61:3154-3160. [PMID: 32757686 PMCID: PMC7116445 DOI: 10.1080/10428194.2020.1798951] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Panel based next generation sequencing was performed on a discovery cohort of AML with RUNX1-RUNX1T1. Supervised machine learning identified NRAS mutation and absence of mutations in ASXL2, RAD21, KIT and FLT3 genes as well as a low mutation to be associated with favorable outcome. Based on this data patients were classified into favorable and poor genetic risk classes. Patients classified as poor genetic risk had a significantly lower overall survival (OS) and relapse free survival (RFS). We could validate these findings independently on a validation cohort (n=61). Patients in the poor genetic risk group were more likely to harbor measurable residual disease. Poor genetic risk emerged as an independent risk factor predictive of inferior outcome. Using an unbiased computational approach based we provide evidence for gene panel-based testing in AML with RUNX1-RUNX1T1 and a framework for integration of genomic markers toward clinical decision making in this heterogeneous disease entity.
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Affiliation(s)
- Anam Fatima Shaikh
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Chinmayee Kakirde
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Chetan Dhamne
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Pediatric Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Prasanna Bhanshe
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Swapnali Joshi
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Shruti Chaudhary
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Gaurav Chatterjee
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Prashant Tembhare
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India.,Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Maya Prasad
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Pediatric Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Nirmalya Roy Moulik
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Pediatric Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Anant Gokarn
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Avinash Bonda
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Lingaraj Nayak
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Sachin Punatkar
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Hasmukh Jain
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Bhausaheb Bagal
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Dhanalaxmi Shetty
- Deparment of Cytogenetics, ACTREC, Tata Memorial Centre, Navi Mumbai, India
| | - Manju Sengar
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Gaurav Narula
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Pediatric Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Navin Khattry
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Adult Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Shripad Banavali
- Homi Bhabha National Institute (HBNI), Mumbai, India.,Pediatric Haematolymphoid Disease Management Group, Tata Memorial Centre, Mumbai, India
| | - Sumeet Gujral
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India.,Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Subramanian P G
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India.,Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Nikhil Patkar
- Haematopathology Laboratory, ACTREC, Tata Memorial Centre, Navi Mumbai, India.,Homi Bhabha National Institute (HBNI), Mumbai, India
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52
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Sala-Gaston J, Martinez-Martinez A, Pedrazza L, Lorenzo-Martín LF, Caloto R, Bustelo XR, Ventura F, Rosa JL. HERC Ubiquitin Ligases in Cancer. Cancers (Basel) 2020; 12:cancers12061653. [PMID: 32580485 PMCID: PMC7352365 DOI: 10.3390/cancers12061653] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 06/12/2020] [Accepted: 06/19/2020] [Indexed: 12/12/2022] Open
Abstract
HERC proteins are ubiquitin E3 ligases of the HECT family. The HERC subfamily is composed of six members classified by size into large (HERC1 and HERC2) and small (HERC3-HERC6). HERC family ubiquitin ligases regulate important cellular processes, such as neurodevelopment, DNA damage response, cell proliferation, cell migration, and immune responses. Accumulating evidence also shows that this family plays critical roles in cancer. In this review, we provide an integrated view of the role of these ligases in cancer, highlighting their bivalent functions as either oncogenes or tumor suppressors, depending on the tumor type. We include a discussion of both the molecular mechanisms involved and the potential therapeutic strategies.
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Affiliation(s)
- Joan Sala-Gaston
- Departament de Ciències Fisiològiques, Institut d’Investigació de Bellvitge (IDIBELL), Universitat de Barcelona, L’Hospitalet de Llobregat, 08907 Barcelona, Spain; (J.S.-G.); (A.M.-M.); (L.P.); (F.V.)
| | - Arturo Martinez-Martinez
- Departament de Ciències Fisiològiques, Institut d’Investigació de Bellvitge (IDIBELL), Universitat de Barcelona, L’Hospitalet de Llobregat, 08907 Barcelona, Spain; (J.S.-G.); (A.M.-M.); (L.P.); (F.V.)
| | - Leonardo Pedrazza
- Departament de Ciències Fisiològiques, Institut d’Investigació de Bellvitge (IDIBELL), Universitat de Barcelona, L’Hospitalet de Llobregat, 08907 Barcelona, Spain; (J.S.-G.); (A.M.-M.); (L.P.); (F.V.)
| | - L. Francisco Lorenzo-Martín
- Centro de Investigación del Cáncer, Instituto de Biología Molecular y Celular del Cáncer and CIBERONC, Consejo Superior de Investigaciones Científicas (CSIC)-University of Salamanca, 37007 Salamanca, Spain; (L.F.L.-M.); (R.C.); (X.R.B.)
| | - Rubén Caloto
- Centro de Investigación del Cáncer, Instituto de Biología Molecular y Celular del Cáncer and CIBERONC, Consejo Superior de Investigaciones Científicas (CSIC)-University of Salamanca, 37007 Salamanca, Spain; (L.F.L.-M.); (R.C.); (X.R.B.)
| | - Xosé R. Bustelo
- Centro de Investigación del Cáncer, Instituto de Biología Molecular y Celular del Cáncer and CIBERONC, Consejo Superior de Investigaciones Científicas (CSIC)-University of Salamanca, 37007 Salamanca, Spain; (L.F.L.-M.); (R.C.); (X.R.B.)
| | - Francesc Ventura
- Departament de Ciències Fisiològiques, Institut d’Investigació de Bellvitge (IDIBELL), Universitat de Barcelona, L’Hospitalet de Llobregat, 08907 Barcelona, Spain; (J.S.-G.); (A.M.-M.); (L.P.); (F.V.)
| | - Jose Luis Rosa
- Departament de Ciències Fisiològiques, Institut d’Investigació de Bellvitge (IDIBELL), Universitat de Barcelona, L’Hospitalet de Llobregat, 08907 Barcelona, Spain; (J.S.-G.); (A.M.-M.); (L.P.); (F.V.)
- Correspondence:
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53
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Redondo Monte E, Kerbs P, Greif PA. ZBTB7A links tumor metabolism to myeloid differentiation. Exp Hematol 2020; 87:20-24.e1. [PMID: 32525064 DOI: 10.1016/j.exphem.2020.05.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 05/28/2020] [Accepted: 05/31/2020] [Indexed: 12/14/2022]
Abstract
ZBTB7A is a transcription factor that regulates all three branches of hematopoietic differentiation while repressing the expression of key glycolytic enzymes and glucose transporters. Here, we propose that ZBTB7A acts as a link between differentiation and metabolism, two interconnected cellular processes. In particular, ZBTB7A can activate or repress metabolic programs necessary for the differentiation of specific cell lineages while controlling key pathways such as Notch signaling. Finally, the dual role of ZBTB7A has implications for the treatment of myeloid malignancies, where the block of differentiation could potentially be overcome by metabolic therapies with low toxicity.
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Affiliation(s)
- Enric Redondo Monte
- Department of Medicine III, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium, Partner Site, Munich, Germany; German Cancer Research Center, Heidelberg, Germany
| | - Paul Kerbs
- Department of Medicine III, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium, Partner Site, Munich, Germany; German Cancer Research Center, Heidelberg, Germany
| | - Philipp A Greif
- Department of Medicine III, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium, Partner Site, Munich, Germany; German Cancer Research Center, Heidelberg, Germany.
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54
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Redondo Monte E, Wilding A, Leubolt G, Kerbs P, Bagnoli JW, Hartmann L, Hiddemann W, Chen-Wichmann L, Krebs S, Blum H, Cusan M, Vick B, Jeremias I, Enard W, Theurich S, Wichmann C, Greif PA. ZBTB7A prevents RUNX1-RUNX1T1-dependent clonal expansion of human hematopoietic stem and progenitor cells. Oncogene 2020; 39:3195-3205. [PMID: 32115572 PMCID: PMC7142018 DOI: 10.1038/s41388-020-1209-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 01/30/2020] [Accepted: 02/04/2020] [Indexed: 12/12/2022]
Abstract
ZBTB7A is frequently mutated in acute myeloid leukemia (AML) with t(8;21) translocation. However, the oncogenic collaboration between mutated ZBTB7A and the RUNX1–RUNX1T1 fusion gene in AML t(8;21) remains unclear. Here, we investigate the role of ZBTB7A and its mutations in the context of normal and malignant hematopoiesis. We demonstrate that clinically relevant ZBTB7A mutations in AML t(8;21) lead to loss of function and result in perturbed myeloid differentiation with block of the granulocytic lineage in favor of monocytic commitment. In addition, loss of ZBTB7A increases glycolysis and hence sensitizes leukemic blasts to metabolic inhibition with 2-deoxy-d-glucose. We observed that ectopic expression of wild-type ZBTB7A prevents RUNX1-RUNX1T1-mediated clonal expansion of human CD34+ cells, whereas the outgrowth of progenitors is enabled by ZBTB7A mutation. Finally, ZBTB7A expression in t(8;21) cells lead to a cell cycle arrest that could be mimicked by inhibition of glycolysis. Our findings suggest that loss of ZBTB7A may facilitate the onset of AML t(8;21), and that RUNX1-RUNX1T1-rearranged leukemia might be treated with glycolytic inhibitors.
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Affiliation(s)
- Enric Redondo Monte
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany.,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - Anja Wilding
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany.,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - Georg Leubolt
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany.,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - Paul Kerbs
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany.,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - Johannes W Bagnoli
- Anthropology & Human Genomics, Department of Biology II, LMU Munich, 82152, Martinsried, Germany
| | - Luise Hartmann
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany.,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - Wolfgang Hiddemann
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany.,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany
| | - Linping Chen-Wichmann
- Department of Transfusion Medicine, Cell Therapeutics and Hemostasis, University Hospital, LMU Munich, 81377, Munich, Germany
| | - Stefan Krebs
- Gene Center-Laboratory for Functional Genome Analysis, LMU Munich, 81377, Munich, Germany
| | - Helmut Blum
- Gene Center-Laboratory for Functional Genome Analysis, LMU Munich, 81377, Munich, Germany
| | - Monica Cusan
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany
| | - Binje Vick
- Research Unit Apoptosis in Hematopoietic Stem Cells, Helmholtz Center Munich, 81377, Munich, Germany
| | - Irmela Jeremias
- Research Unit Apoptosis in Hematopoietic Stem Cells, Helmholtz Center Munich, 81377, Munich, Germany
| | - Wolfgang Enard
- Anthropology & Human Genomics, Department of Biology II, LMU Munich, 82152, Martinsried, Germany
| | - Sebastian Theurich
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany.,Cancer & Immunometabolism Research Group, Gene Center, LMU Munich, 81377, Munich, Germany
| | - Christian Wichmann
- Department of Transfusion Medicine, Cell Therapeutics and Hemostasis, University Hospital, LMU Munich, 81377, Munich, Germany
| | - Philipp A Greif
- Department of Medicine III, University Hospital, LMU Munich, 81377, Munich, Germany. .,German Cancer Consortium (DKTK), Partner Site Munich, 81377, Munich, Germany. .,German Cancer Research Center (DKFZ), 69121, Heidelberg, Germany.
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