1
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Chen Q, Wang S, Zhang J, Xie M, Lu B, He J, Zhen Z, Li J, Zhu J, Li R, Li P, Wang H, Vakoc CR, Roeder RG, Chen M. JMJD1C forms condensate to facilitate a RUNX1-dependent gene expression program shared by multiple types of AML cells. Protein Cell 2025; 16:338-364. [PMID: 39450904 PMCID: PMC12120245 DOI: 10.1093/procel/pwae059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 09/26/2024] [Indexed: 10/26/2024] Open
Abstract
JMJD1C (Jumonji Domain Containing 1C), a member of the lysine demethylase 3 (KDM3) family, is universally required for the survival of several types of acute myeloid leukemia (AML) cells with different genetic mutations, representing a therapeutic opportunity with broad application. Yet how JMJD1C regulates the leukemic programs of various AML cells is largely unexplored. Here we show that JMJD1C interacts with the master hematopoietic transcription factor RUNX1, which thereby recruits JMJD1C to the genome to facilitate a RUNX1-driven transcriptional program that supports leukemic cell survival. The underlying mechanism hinges on the long N-terminal disordered region of JMJD1C, which harbors two inseparable abilities: condensate formation and direct interaction with RUNX1. This dual capability of JMJD1C may influence enhancer-promoter contacts crucial for the expression of key leukemic genes regulated by RUNX1. Our findings demonstrate a previously unappreciated role for the non-catalytic function of JMJD1C in transcriptional regulation, underlying a mechanism shared by different types of leukemias.
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MESH Headings
- Core Binding Factor Alpha 2 Subunit/metabolism
- Core Binding Factor Alpha 2 Subunit/genetics
- Humans
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Jumonji Domain-Containing Histone Demethylases/metabolism
- Jumonji Domain-Containing Histone Demethylases/genetics
- Jumonji Domain-Containing Histone Demethylases/chemistry
- Gene Expression Regulation, Leukemic
- Oxidoreductases, N-Demethylating/metabolism
- Oxidoreductases, N-Demethylating/genetics
- Cell Line, Tumor
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Affiliation(s)
- Qian Chen
- State Key Laboratory of Molecular Oncology, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Saisai Wang
- State Key Laboratory of Molecular Oncology, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Juqing Zhang
- School of Life Sciences, Tsinghua-Peking Center for Life Sciences, Center for Synthetic and Systems Biology, Tsinghua University, Beijing 100084, China
| | - Min Xie
- School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Bin Lu
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, United States
| | - Jie He
- Nuclear Radiation Injury Protection and Treatment Department, Navy Medical Center of People Liberation Army (PLA), Second Military Medical University (Naval Medical University), Shanghai 200052, China
| | - Zhuoran Zhen
- State Key Laboratory of Molecular Oncology, Tsinghua-Peking Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Jing Li
- Department of Precision Medicine, Changhai Hospital, Second Military Medical University (Naval Medical University), Shanghai 200433, China
| | - Jiajun Zhu
- State Key Laboratory of Molecular Oncology, Tsinghua-Peking Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Rong Li
- Nuclear Radiation Injury Protection and Treatment Department, Navy Medical Center of People Liberation Army (PLA), Second Military Medical University (Naval Medical University), Shanghai 200052, China
| | - Pilong Li
- State Key Laboratory of Membrane Biology, Frontier Research Center for Biological Structure, School of Life Sciences, Tsinghua University-Peking University Joint Center for Life Sciences, Tsinghua University, Beijing 100084, China
| | - Haifeng Wang
- School of Life Sciences, Tsinghua-Peking Center for Life Sciences, Center for Synthetic and Systems Biology, Tsinghua University, Beijing 100084, China
| | | | - Robert G Roeder
- Laboratory of Biochemistry and Molecular Biology, The Rockefeller University, New York, NY 10065, United States
| | - Mo Chen
- State Key Laboratory of Molecular Oncology, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
- SXMU-Tsinghua Collaborative Innovation Center for Frontier Medicine, Shanxi Medical University, Taiyuan 030607, China
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2
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Boudia F, Baille M, Babin L, Aid Z, Robert E, Rivière J, Galant K, Alonso-Pérez V, Anselmi L, Arkoun B, Abermil N, Marzac C, Bertuccio SN, de Prémesnil A, Lopez CK, Eeckhoutte A, Naimo A, Leite B, Catelain C, Metereau C, Gonin P, Gaspar N, Schwaller J, Bernard OA, Raslova H, Gaudry M, Marchais A, Lapillonne H, Petit A, Pflumio F, Arcangeli ML, Brunet E, Mercher T. Progressive chromatin rewiring by ETO2::GLIS2 revealed in a genome-edited human iPSC model of pediatric leukemia initiation. Blood 2025; 145:1510-1525. [PMID: 39656971 DOI: 10.1182/blood.2024024505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 09/10/2024] [Accepted: 09/26/2024] [Indexed: 12/17/2024] Open
Abstract
ABSTRACT Pediatric acute myeloid leukemia frequently harbors fusion oncogenes associated with poor prognosis, including KMT2A, NUP98, and GLIS2 rearrangements. Although murine models have demonstrated their leukemogenic activities, the steps from a normal human cell to leukemic blasts remain unclear. Here, we precisely reproduced the inversion of chromosome 16 resulting in the ETO2::GLIS2 fusion in human induced pluripotent stem cells (iPSCs). iPSC-derived ETO2::GLIS2-expressing hematopoietic cells showed differentiation alterations in vitro and efficiently induced in vivo development of leukemia that closely phenocopied human acute megakaryoblastic leukemia (AMKL), reflected by flow cytometry and single-cell transcriptomes. Comparison of iPS-derived cells with patient-derived cells revealed altered chromatin accessibility at early and later bona fide leukemia stages, with aberrantly higher accessibility and expression of the osteogenic homeobox factor DLX3 that preceded increased accessibility to ETS factors. DLX3 overexpression in normal CD34+ cells increased accessibility to ETS motifs and reduced accessibility to GATA motifs. A DLX3 transcriptional module was globally enriched in both ETO2::GLIS2 AMKL and some aggressive pediatric osteosarcoma. Importantly, DLX3 knockout abrogated leukemia initiation in this ETO2::GLIS2 iPSC model. Collectively, the characterization of a novel human iPSC-derived AMKL model revealed that hijacking of the osteogenic homeobox transcription factor DLX3 is an essential early step in chromatin changes and leukemogenesis driven by the ETO2::GLIS2 fusion oncogene.
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MESH Headings
- Humans
- Induced Pluripotent Stem Cells/metabolism
- Induced Pluripotent Stem Cells/pathology
- Oncogene Proteins, Fusion/genetics
- Oncogene Proteins, Fusion/metabolism
- Chromatin/metabolism
- Chromatin/genetics
- Animals
- Mice
- Gene Editing
- Child
- Proto-Oncogene Proteins/genetics
- Proto-Oncogene Proteins/metabolism
- DNA-Binding Proteins/genetics
- DNA-Binding Proteins/metabolism
- Leukemia, Megakaryoblastic, Acute/genetics
- Leukemia, Megakaryoblastic, Acute/pathology
- Leukemia, Megakaryoblastic, Acute/metabolism
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/pathology
- Leukemia, Myeloid, Acute/metabolism
- Transcription Factors/genetics
- Transcription Factors/metabolism
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Affiliation(s)
- Fabien Boudia
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
- Université Paris Cité, Paris, France
| | - Marie Baille
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
- Université Paris Cité, Paris, France
| | - Loélia Babin
- Laboratory of the Genome Dynamics in the Immune System, Institut Imagine, Université de Paris, Université Paris Saclay, INSERM UMR 1163, Paris, France
| | - Zakia Aid
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Elie Robert
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Julie Rivière
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Klaudia Galant
- UMR-E008, Stabilité Génétique, Cellules Souches et Radiations, Team Niche and Cancer in Hematopoiesis, Commissariat à l'Energie Atomique et aux Energies Alternatives, Université de Paris-Université Paris-Saclay, Fontenay-aux-Roses, France
| | - Verónica Alonso-Pérez
- UMR-E008, Stabilité Génétique, Cellules Souches et Radiations, Team Niche and Cancer in Hematopoiesis, Commissariat à l'Energie Atomique et aux Energies Alternatives, Université de Paris-Université Paris-Saclay, Fontenay-aux-Roses, France
| | - Laura Anselmi
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- University of Bologna, Bologna, Italy
| | - Brahim Arkoun
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Gustave Roussy, INSERM U1287, Université Paris-Saclay, Équipe Labellisée La Ligue Contre Le Cancer, Villejuif, France
| | - Nassera Abermil
- Laboratoire d'Hématologie Biologique, Hôpital Universitaire Saint-Antoine, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Christophe Marzac
- Department of Hematology, Leukemia Interception Program, Personalized Cancer Prevention Center, Gustave Roussy, Villejuif, France
| | | | - Alexia de Prémesnil
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Université Paris Cité, Paris, France
| | - Cécile K Lopez
- Department of Haematology, University of Cambridge, Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, Cambridge, United Kingdom
| | - Alexandre Eeckhoutte
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Audrey Naimo
- Gustave Roussy, Genomic Platform, Université Paris-Saclay, Unité Mixte de Service AMMICA, INSERM US23, Centre National de la Recherche Scientifique UMS 3655, Villejuif, France
| | - Betty Leite
- Gustave Roussy, Genomic Platform, Université Paris-Saclay, Unité Mixte de Service AMMICA, INSERM US23, Centre National de la Recherche Scientifique UMS 3655, Villejuif, France
| | - Cyril Catelain
- Gustave Roussy, Plateforme Imagerie et Cytométrie, Université Paris-Saclay, Unité Mixte de Service AMMICA, INSERM US23, Centre National de la Recherche Scientifique UMS 3655, Villejuif, France
| | - Christophe Metereau
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Patrick Gonin
- Gustave Roussy Cancer Center, Université Paris-Saclay, UMS AMMICA, Villejuif, France
| | - Nathalie Gaspar
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
| | - Jürg Schwaller
- University Children's Hospital Beider Basel and Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Olivier A Bernard
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Hana Raslova
- Gustave Roussy, INSERM U1287, Université Paris-Saclay, Équipe Labellisée La Ligue Contre Le Cancer, Villejuif, France
| | - Muriel Gaudry
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Antonin Marchais
- Department of Pediatric and Adolescent Oncology, Gustave Roussy Cancer Campus, INSERM U1015, Université Paris-Saclay, Villejuif, France
| | - Hélène Lapillonne
- Department of Pediatric Hematology and Oncology, Laboratory of Hematology, Armand Trousseau Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
- Sorbonne Université, INSERM, UMRS_938, Centre de Recherche Saint-Antoine, Paris, France
| | - Arnaud Petit
- Department of Pediatric Hematology and Oncology, Laboratory of Hematology, Armand Trousseau Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
- Sorbonne Université, INSERM, UMRS_938, Centre de Recherche Saint-Antoine, Paris, France
- OPALE Carnot Institute, Paris, France
| | - Françoise Pflumio
- UMR-E008, Stabilité Génétique, Cellules Souches et Radiations, Team Niche and Cancer in Hematopoiesis, Commissariat à l'Energie Atomique et aux Energies Alternatives, Université de Paris-Université Paris-Saclay, Fontenay-aux-Roses, France
- OPALE Carnot Institute, Paris, France
| | - Marie-Laure Arcangeli
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
| | - Erika Brunet
- Equipe labellisée Ligue Contre le Cancer, Paris, France
- Université Paris Cité, Paris, France
- Laboratory of the Genome Dynamics in the Immune System, Institut Imagine, Université de Paris, Université Paris Saclay, INSERM UMR 1163, Paris, France
| | - Thomas Mercher
- Gustave Roussy, PEDIAC program, INSERM U1170, Université Paris-Saclay, Villejuif, France
- Equipe labellisée Ligue Contre le Cancer, Paris, France
- OPALE Carnot Institute, Paris, France
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3
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Fusco L, Gazzi A, Giro L, Schefer RB, D'Almeida SM, Cagliani R, Zoccheddu M, Uyar R, Besbinar Ö, Çelik D, Yilmazer A, Mitrano DM, Orecchioni M, Delogu LG. Nanoplastics: Immune Impact, Detection, and Internalization after Human Blood Exposure by Single-Cell Mass Cytometry. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2413413. [PMID: 39449193 PMCID: PMC11938024 DOI: 10.1002/adma.202413413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/07/2024] [Indexed: 10/26/2024]
Abstract
The increasing exposure to nanoplastics (NPs) raises significant concerns for human health, primarily due to their potential bioaccumulative properties. While NPs have recently been detected in human blood, their interactions with specific immune cell subtypes and their impact on immune regulation remain unclear. In this proof-of-concept study, model palladium-doped polystyrene NPs (PS-Pd NPs) are utilized to enable single-cell mass cytometry (CyTOF) detection. The size-dependent impact of carboxylate polystyrene NPs (50-200 nm) is investigated across 15 primary immune cell subpopulations using CyTOF. By taking advantage of Pd-doping for detecting PS-Pd NPs, this work evaluates their impact on human immune-cells at the single-cell level following blood exposure. This work traces PS-Pd NPs in 37 primary immune-cell subpopulations from human blood, quantifying the palladium atom count per cell by CyTOF while simultaneously assessing the impact of PS-Pd NPs on cell viability, functionality, and uptake. These results demonstrate that NPs can interact with, interfere with, and translocate into several immune cell subpopulations after exposure. In vivo distribution experiments in mice further confirmed their accumulation in immune cells within the liver, blood, and spleen, particularly in monocytes, macrophages, and dendritic cells. These findings provide valuable insights into the impact of NPs on human health.
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Affiliation(s)
- Laura Fusco
- ImmuneNano‐labDepartment of Biomedical SciencesUniversity of PaduaPadua35131Italy
| | - Arianna Gazzi
- ImmuneNano‐labDepartment of Biomedical SciencesUniversity of PaduaPadua35131Italy
| | - Linda Giro
- ImmuneNano‐labDepartment of Biomedical SciencesUniversity of PaduaPadua35131Italy
- Immunology Center of GeorgiaAugusta UniversityAugusta30912United States
| | - Roman B. Schefer
- Department of Environmental Systems ScienceETH ZürichZürich8092Switzerland
| | | | - Roberta Cagliani
- ImmuneNano‐labDepartment of Biomedical SciencesUniversity of PaduaPadua35131Italy
| | - Martina Zoccheddu
- Immunology Center of GeorgiaAugusta UniversityAugusta30912United States
- Georgia Cancer Center Integrated Genomics coreAugusta UniversityAugusta30912United States
| | - Recep Uyar
- Stem Cell InstituteAnkara UniversityAnkara06100Turkey
| | - Ömur Besbinar
- Stem Cell InstituteAnkara UniversityAnkara06100Turkey
| | | | - Acelya Yilmazer
- Stem Cell InstituteAnkara UniversityAnkara06100Turkey
- Department of Biomedical EngineeringFaculty of EngineeringAnkara UniversityAnkara06100Turkey
| | - Denise M. Mitrano
- Department of Environmental Systems ScienceETH ZürichZürich8092Switzerland
| | - Marco Orecchioni
- Immunology Center of GeorgiaAugusta UniversityAugusta30912United States
- Department of Pharmacology & ToxicologyAugusta UniversityAugusta30912United States
| | - Lucia Gemma Delogu
- ImmuneNano‐labDepartment of Biomedical SciencesUniversity of PaduaPadua35131Italy
- Department of Biological SciencesKhalifa University of Science & TechnologyAbu Dhabi127788UAE
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4
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Shah V, Giotopoulos G, Osaki H, Meyerhöfer M, Meduri E, Gallego-Crespo A, Behrendt MA, Saura-Pañella M, Tarkar A, Schubert B, Yun H, Horton SJ, Agrawal-Singh S, Haehnel PS, Basheer F, Lugo D, Eleftheriadou I, Barbash O, Dhar A, Kühn MWM, Guezguez B, Theobald M, Kindler T, Gallipoli P, Yeh P, Dawson MA, Prinjha RK, Huntly BJP, Sasca D. Acute resistance to BET inhibitors remodels compensatory transcriptional programs via p300 coactivation. Blood 2025; 145:748-764. [PMID: 39651888 DOI: 10.1182/blood.2022019306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 08/26/2024] [Accepted: 09/11/2024] [Indexed: 01/30/2025] Open
Abstract
ABSTRACT Initial clinical trials with drugs targeting epigenetic modulators, such as bromodomain and extraterminal protein (BET) inhibitors, demonstrate modest results in acute myeloid leukemia (AML). A major reason for this involves an increased transcriptional plasticity within AML, which allows the cells to escape therapeutic pressure. In this study, we investigated the immediate epigenetic and transcriptional responses after BET inhibition and demonstrated that BET inhibitor-mediated release of bromodomain-containing protein 4 from chromatin is accompanied by acute compensatory feedback that attenuates downregulation or even increases the expression of specific transcriptional modules. This adaptation is marked at key AML maintenance genes and is mediated by p300, suggesting a rational therapeutic opportunity to improve outcomes by combining BET and p300 inhibition. p300 activity is required during all steps of resistance adaptation; however, the specific transcriptional programs that p300 regulates to induce resistance to BET inhibition differ, in part, between AML subtypes. As a consequence, in some AMLs, the requirement for p300 is highest during the earlier stages of resistance to BET inhibition, when p300 regulates transitional transcriptional patterns that allow leukemia-homeostatic adjustments. In other AMLs, p300 shapes a linear resistance to BET inhibition and remains critical throughout all stages of the evolution of resistance. Altogether, our study elucidates the mechanisms that underlie an "acute" state of resistance to BET inhibition, achieved through p300 activity, and how these mechanisms remodel to mediate "chronic" resistance. Importantly, our data also suggest that sequential treatment with BET and p300 inhibition may prevent resistance development, thereby improving outcomes.
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MESH Headings
- Humans
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Drug Resistance, Neoplasm/genetics
- Drug Resistance, Neoplasm/drug effects
- E1A-Associated p300 Protein/metabolism
- E1A-Associated p300 Protein/genetics
- Transcription, Genetic/drug effects
- Gene Expression Regulation, Leukemic/drug effects
- Transcription Factors/antagonists & inhibitors
- Transcription Factors/metabolism
- Transcription Factors/genetics
- Nuclear Proteins/antagonists & inhibitors
- Nuclear Proteins/metabolism
- Nuclear Proteins/genetics
- Cell Line, Tumor
- Bromodomain Containing Proteins
- Proteins
- Cell Cycle Proteins
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Affiliation(s)
- Viral Shah
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - George Giotopoulos
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Hikari Osaki
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Markus Meyerhöfer
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - Eshwar Meduri
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Aaron Gallego-Crespo
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - Malte A Behrendt
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - Maria Saura-Pañella
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - Aarti Tarkar
- GlaxoSmithKline Research and Development, Collegeville, PA
| | - Benedict Schubert
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - Haiyang Yun
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
- Department of Medicine V, Hematology, Oncology, and Rheumatology, University of Heidelberg, Heidelberg, Germany
| | - Sarah J Horton
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Shuchi Agrawal-Singh
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Patricia S Haehnel
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
| | - Faisal Basheer
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Dave Lugo
- Adaptive Immunity and Immuno-epigenetics Research Unit, GlaxoSmithKline Research and Development, Stevenage, United Kingdom
| | | | - Olena Barbash
- GlaxoSmithKline Research and Development, Collegeville, PA
| | - Arindam Dhar
- GlaxoSmithKline Research and Development, Collegeville, PA
| | - Michael W M Kühn
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
- Research Center for Immunotherapy, University Medical Center, University of Mainz, Mainz, Germany
| | - Borhane Guezguez
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
- Research Center for Immunotherapy, University Medical Center, University of Mainz, Mainz, Germany
| | - Matthias Theobald
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
- Research Center for Immunotherapy, University Medical Center, University of Mainz, Mainz, Germany
| | - Thomas Kindler
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
- Research Center for Immunotherapy, University Medical Center, University of Mainz, Mainz, Germany
| | - Paolo Gallipoli
- Centre for Haemato-Oncology, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Paul Yeh
- Monash Haematology, Monash Health and School of Clinical Sciences at Monash Health, Monash University, Melbourne, Australia
| | - Mark A Dawson
- Department of Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Rab K Prinjha
- Adaptive Immunity and Immuno-epigenetics Research Unit, GlaxoSmithKline Research and Development, Stevenage, United Kingdom
| | - Brian J P Huntly
- Cambridge Stem Cell Institute, Cambridge, United Kingdom
- Department of Haematology, University of Cambridge, Cambridge, United Kingdom
| | - Daniel Sasca
- Department of Hematology and Oncology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- University Cancer Center, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
- German Cancer Consortium, Mainz, Germany
- Research Center for Immunotherapy, University Medical Center, University of Mainz, Mainz, Germany
- Institute for Quantitative and Computational Biosciences, Johannes Gutenberg University, Mainz, Germany
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5
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Bender A, Boydere F, Jayavelu AK, Tibello A, König T, Aleth H, Meyer Zu Hörste G, Vogl T, Rosenbauer F. Redistribution of PU.1 partner transcription factor RUNX1 binding secures cell survival during leukemogenesis. EMBO J 2024; 43:6291-6309. [PMID: 39543396 PMCID: PMC11649769 DOI: 10.1038/s44318-024-00295-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 10/21/2024] [Accepted: 10/23/2024] [Indexed: 11/17/2024] Open
Abstract
Transcription factors (TFs) orchestrating lineage-development often control genes required for cellular survival. However, it is not well understood how cells survive when such TFs are lost, for example in cancer. PU.1 is an essential TF for myeloid fate, and mice with downregulated PU.1 levels develop acute myeloid leukemia (AML). Combining a multi-omics approach with a functional genetic screen, we reveal that PU.1-downregulated cells fundamentally change their survival control from cytokine-driven pathways to overexpression of an autophagy-predominated stem cell gene program, for which we also find evidence in human AML. Control of this program involves redirected chromatin occupancy of the PU.1 partner TF Runx1 to a lineage-inappropriate binding site repertoire. Hence, genomic reallocation of TF binding upon loss of a partner TF can act as a pro-oncogenic failsafe mechanism by sustaining cell survival during leukemogenesis.
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Affiliation(s)
- Alexander Bender
- Institute of Molecular Tumor Biology, University of Münster, Münster, Germany
| | - Füsun Boydere
- Institute of Molecular Tumor Biology, University of Münster, Münster, Germany
| | - Ashok Kumar Jayavelu
- Proteomics and Cancer Cell Signaling, Clinical Cooperation Unit Pediatric Leukemia, German Cancer Research Center (DKFZ) and Hopps Children's Cancer Center (KiTZ), University of Heidelberg, Heidelberg, Germany
| | - Alessia Tibello
- Institute of Molecular Tumor Biology, University of Münster, Münster, Germany
| | - Thorsten König
- Institute of Molecular Tumor Biology, University of Münster, Münster, Germany
| | - Hanna Aleth
- Institute of Molecular Tumor Biology, University of Münster, Münster, Germany
| | - Gerd Meyer Zu Hörste
- Department of Neurology with Institute of Translational Neurology, University of Münster, Münster, Germany
| | - Thomas Vogl
- Institute of Immunology, University of Münster, Münster, Germany
| | - Frank Rosenbauer
- Institute of Molecular Tumor Biology, University of Münster, Münster, Germany.
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6
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García R, Alkayyali T, Gomez LM, Wright C, Chen W, Oliver D, Koduru P. Recurrent cytogenetic abnormalities reveal alterations that promote progression and transformation in myelodysplastic syndrome. Cancer Genet 2024; 288-289:92-105. [PMID: 39499993 DOI: 10.1016/j.cancergen.2024.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 07/05/2024] [Accepted: 10/14/2024] [Indexed: 12/10/2024]
Abstract
OBJECTIVE To illustrate patterns of cytogenetic abnormalities that promote progression and/or transformation in myelodysplastic syndrome. METHODS In this study we evaluated three different data sets to identify recurrent cytogenetic abnormalities (RCAs) to delineate the cytogenetic evolutionary trajectories and their clinical significance. RESULTS Datasets 1 and 2 were 2402 cross sectional samples from Mitelman database of Chromosome Aberrations and Gene Fusions in Cancer; these were used to discover RCAs and to validate them. Dataset 3 was a cohort of 163 institutional patients with serial samples from 35 % of them. This was used to further validate RCAs identified in the cross-sectional data, and their clinical impact. We identified MDS subtype associated RCAs, and some exclusive RCAs (Xp-, 2q-, 17q-, 21q-) that led to disease progression or transformation to leukemia. Evolutionary pathway analysis had shown temporal acquisition of RCAs. Therefore, presence of two or more RCAs suggests cooperative or complementary role in disease progression or transformation. Patients with one or more of these RCAs had poor prognosis and high risk for transformation. Genes frequently altered in MDS are mapped to some of the RCAs and suggest a close correlation between RCAs and molecular alterations in MDS. Karyotypic complexity, clonal evolution, loss of 17p had poor clinical outcomes. CONCLUSION This study identified a unique combination of RCAs that are components in distinct cytogenetic trajectories. Some of these were primary changes while others were secondary or tertiary changes. Acquiring specific additional aberrations predicts progression or transformation to leukemia.
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Affiliation(s)
- Rolando García
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States.
| | - Tasnim Alkayyali
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States
| | - Luis Mosquera Gomez
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States
| | - Carter Wright
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States
| | - Weina Chen
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States
| | - Dwight Oliver
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States
| | - Prasad Koduru
- Department of Pathology, UT Southwestern Medical Center, Dallas TX, United States
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7
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Bertlin JAC, Pauzaite T, Liang Q, Wit N, Williamson JC, Sia JJ, Matheson NJ, Ortmann BM, Mitchell TJ, Speak AO, Zhang Q, Nathan JA. VHL synthetic lethality screens uncover CBF-β as a negative regulator of STING. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.03.610968. [PMID: 39282259 PMCID: PMC11398426 DOI: 10.1101/2024.09.03.610968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Abstract
Clear cell renal cell carcinoma (ccRCC) represents the most common form of kidney cancer and is typified by biallelic inactivation of the von Hippel-Lindau (VHL) tumour suppressor gene. Here, we undertake genome-wide CRISPR/Cas9 screening to reveal synthetic lethal interactors of VHL, and uncover that loss of Core Binding Factor β (CBF-β) causes cell death in VHL-null ccRCC cell lines and impairs tumour establishment and growth in vivo. This synthetic relationship is independent of the elevated activity of hypoxia inducible factors (HIFs) in VHL-null cells, but does involve the RUNX transcription factors that are known binding partners of CBF-β. Mechanistically, CBF-β loss leads to upregulation of type I interferon signalling, and we uncover a direct inhibitory role for CBF-β at the STING locus controlling Interferon Stimulated Gene expression. Targeting CBF-β in kidney cancer both selectively induces tumour cell lethality and promotes activation of type I interferon signalling.
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Affiliation(s)
- James A C Bertlin
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Tekle Pauzaite
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Qian Liang
- Simmons Comprehensive Cancer Center, Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Niek Wit
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - James C Williamson
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Jia Jhing Sia
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Nicholas J Matheson
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Brian M Ortmann
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
- Wolfson Childhood Cancer Research Centre, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK
| | - Thomas J Mitchell
- Early Cancer Institute and Department of Surgery, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Anneliese O Speak
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
| | - Qing Zhang
- Simmons Comprehensive Cancer Center, Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - James A Nathan
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, Department of Medicine, University of Cambridge, Cambridge, CB2 0AW, UK
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8
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Zhuang Z, Zhang C, Tan Y, Zhang J, Zhong C. ELF4 was a prognostic biomarker and related to immune infiltrates in glioma. J Cancer 2024; 15:5101-5117. [PMID: 39132148 PMCID: PMC11310870 DOI: 10.7150/jca.96886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 07/18/2024] [Indexed: 08/13/2024] Open
Abstract
ELF4 (E74-like factor 4) is a transcription factor, dysregulation of which has been associated with carcinogenesis and cancer development. Nevertheless, the precise role of ELF4 in glioma pathology and its impact on clinical outcomes remains to be investigated. In the present research, comprehensive analyses demonstrated that elevated expression of ELF4 in glioma tissues correlates with malignant phenotypes and adverse clinical outcomes. Multivariate Cox regression analysis determined that ELF4 expression could serve as a reliable predictor of glioma outcomes. (CGGA, hazard ratio [HR]: 1.21, 95% confidence interval [CI]: 1.09-1.34, p<0.001; TCGA, HR: 1.19, 95%CI: 1.01-1.41, p=0.043; and Gravendeel, HR: 1.44, 95%CI: 1.15-1.80, p=0.002). Knockdown of ELF4 reduced the cell viability and migration capacity of glioma cells in vitro. In addition to the tumor invasive role, enrichment analysis revealed the overexpressed ELF4 was involved in the immune regulation, characterized by the elevated activity of Il6/Jak/Stat3 signaling, interferon alpha (IFN-α) response, and IL2/Stat5 signaling. Single-cell RNA sequencing (scRNA)-seq and spatial transcriptome (ST)-seq analyses revealed that ELF4 could induce reprogramming of tumor-associated monocytes/macrophages (TAMMs). Molecular docking analysis revealed ELF4 might be targeted by drugs/compounds, including Veliparib (ABT-888), Motesanib (AMG 706), and EHT 1864. Genomic analysis revealed that, in LGG, in the low ELF4 expression subgroup, IDH1 demonstrated a higher mutation rate, and TP53 and ATRX Chromatin Remodeler (ATRX) displayed the lower mutation rates, than the high ELF4 expression group. Conclusion: Our research suggests that ELF4 may contribute to the prognostic assessment of glioma and personalized medicine.
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Affiliation(s)
- Zhongwei Zhuang
- Department of Neurosurgery, Shanghai East Hospital, Nanjing Medical University, Nanjing, China
| | - Chunyu Zhang
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yinqiu Tan
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jing Zhang
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- Institute for Advanced Study, Tongji University, Shanghai, China
| | - Chunlong Zhong
- Department of Neurosurgery, Shanghai East Hospital, Nanjing Medical University, Nanjing, China
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
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9
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Zhang W, Li J, Yamamoto K, Goyama S. Modeling and therapeutic targeting of t(8;21) AML with/without TP53 deficiency. Int J Hematol 2024; 120:186-193. [PMID: 38702444 PMCID: PMC11284192 DOI: 10.1007/s12185-024-03783-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 04/17/2024] [Accepted: 04/23/2024] [Indexed: 05/06/2024]
Abstract
Acute myeloid leukemia (AML) with t(8;21)(q22;q22.1);RUNX1-ETO is one of the most common subtypes of AML. Although t(8;21) AML has been classified as favorable-risk, only about half of patients are cured with current therapies. Several genetic abnormalities, including TP53 mutations and deletions, negatively impact survival in t(8;21) AML. In this study, we established Cas9+ mouse models of t(8;21) AML with intact or deficient Tpr53 (a mouse homolog of TP53) using a retrovirus-mediated gene transfer and transplantation system. Trp53 deficiency accelerates the in vivo development of AML driven by RUNX1-ETO9a, a short isoform of RUNX1-ETO with strong leukemogenic potential. Trp53 deficiency also confers resistance to genetic depletion of RUNX1 and a TP53-activating drug in t(8;21) AML. However, Trp53-deficient t(8;21) AML cells were still sensitive to several drugs such as dexamethasone. Cas9+ RUNX1-ETO9a cells with/without Trp53 deficiency can produce AML in vivo, can be cultured in vitro for several weeks, and allow efficient gene depletion using the CRISPR/Cas9 system, providing useful tools to advance our understanding of t(8;21) AML.
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MESH Headings
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/therapy
- Leukemia, Myeloid, Acute/etiology
- Tumor Suppressor Protein p53/genetics
- Tumor Suppressor Protein p53/deficiency
- Animals
- Mice
- Chromosomes, Human, Pair 8/genetics
- Translocation, Genetic
- Chromosomes, Human, Pair 21/genetics
- Humans
- Disease Models, Animal
- Core Binding Factor Alpha 2 Subunit/genetics
- Core Binding Factor Alpha 2 Subunit/deficiency
- Oncogene Proteins, Fusion/genetics
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Affiliation(s)
- Wenyu Zhang
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan
| | - Jingmei Li
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan
| | - Keita Yamamoto
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan
| | - Susumu Goyama
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan.
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10
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Ozturk K, Panwala R, Sheen J, Ford K, Jayne N, Portell A, Zhang DE, Hutter S, Haferlach T, Ideker T, Mali P, Carter H. Interface-guided phenotyping of coding variants in the transcription factor RUNX1. Cell Rep 2024; 43:114436. [PMID: 38968069 PMCID: PMC11345852 DOI: 10.1016/j.celrep.2024.114436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 05/15/2024] [Accepted: 06/19/2024] [Indexed: 07/07/2024] Open
Abstract
Single-gene missense mutations remain challenging to interpret. Here, we deploy scalable functional screening by sequencing (SEUSS), a Perturb-seq method, to generate mutations at protein interfaces of RUNX1 and quantify their effect on activities of downstream cellular programs. We evaluate single-cell RNA profiles of 115 mutations in myelogenous leukemia cells and categorize them into three functionally distinct groups, wild-type (WT)-like, loss-of-function (LoF)-like, and hypomorphic, that we validate in orthogonal assays. LoF-like variants dominate the DNA-binding site and are recurrent in cancer; however, recurrence alone does not predict functional impact. Hypomorphic variants share characteristics with LoF-like but favor protein interactions, promoting gene expression indicative of nerve growth factor (NGF) response and cytokine recruitment of neutrophils. Accessible DNA near differentially expressed genes frequently contains RUNX1-binding motifs. Finally, we reclassify 16 variants of uncertain significance and train a classifier to predict 103 more. Our work demonstrates the potential of targeting protein interactions to better define the landscape of phenotypes reachable by missense mutations.
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Affiliation(s)
- Kivilcim Ozturk
- Division of Medical Genetics, Department of Medicine, University of California, San Diego, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA
| | - Rebecca Panwala
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Jeanna Sheen
- School of Biological Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Kyle Ford
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Nathan Jayne
- School of Biological Sciences, University of California, San Diego, La Jolla, CA, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Andrew Portell
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Dong-Er Zhang
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Stephan Hutter
- MLL Munich Leukemia Laboratory, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Torsten Haferlach
- MLL Munich Leukemia Laboratory, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Trey Ideker
- Division of Medical Genetics, Department of Medicine, University of California, San Diego, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Prashant Mali
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA.
| | - Hannah Carter
- Division of Medical Genetics, Department of Medicine, University of California, San Diego, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
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11
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Hirose Y, Sato S, Hashiya K, Ooga M, Bando T, Sugiyama H. Chb-M', an Inhibitor of the RUNX Family Binding to DNA, Induces Apoptosis in p53-Mutated Non-Small Cell Lung Cancer and Inhibits Tumor Growth and Repopulation In Vivo. J Med Chem 2024; 67:9165-9172. [PMID: 38803164 DOI: 10.1021/acs.jmedchem.4c00315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Runt-related transcription factor (RUNX) proteins are considered to play various roles in cancer. Here, we evaluated the anticancer activity of Chb-M', a compound that specifically and covalently binds to the consensus sequence for RUNX family proteins, in p53-mutated non-small cell lung cancer cells. Chb-M' killed the cancer cells by inducing apoptosis. The compound showed an anticancer effect comparable to that of the clinically used drugs alectinib and ceritinib in vivo. Notably, Chb-M' extended the cancer-free survival of mice after ending treatment more effectively than did the other two drugs. The results presented here suggest that Chb-M' is an attractive candidate as an anticancer drug applicable to the treatment of non-small cell lung cancer and various other types of cancers.
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Affiliation(s)
- Yuki Hirose
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Shinsuke Sato
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Kaori Hashiya
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Mitsuharu Ooga
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Toshikazu Bando
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Hiroshi Sugiyama
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
- Institute for Integrated Cell-Material Science (WPI-iCeMS), Kyoto University, Sakyo, Kyoto 606-8501, Japan
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12
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Mofunanya A, Cameron ER, Braun CJ, Celeste F, Zhao X, Hemann MT, Scott KL, Li J, Powers S. Simultaneous screening of overexpressed genes in breast cancer for oncogenic drivers and tumor dependencies. Sci Rep 2024; 14:13227. [PMID: 38851782 PMCID: PMC11162420 DOI: 10.1038/s41598-024-64297-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 06/06/2024] [Indexed: 06/10/2024] Open
Abstract
There are hundreds of genes typically overexpressed in breast cancer cells and it's often assumed that their overexpression contributes to cancer progression. However, the precise proportion of these overexpressed genes contributing to tumorigenicity remains unclear. To address this gap, we undertook a comprehensive screening of a diverse set of seventy-two genes overexpressed in breast cancer. This systematic screening evaluated their potential for inducing malignant transformation and, concurrently, assessed their impact on breast cancer cell proliferation and viability. Select genes including ALDH3B1, CEACAM5, IL8, PYGO2, and WWTR1, exhibited pronounced activity in promoting tumor formation and establishing gene dependencies critical for tumorigenicity. Subsequent investigations revealed that CEACAM5 overexpression triggered the activation of signaling pathways involving β-catenin, Cdk4, and mTOR. Additionally, it conferred a growth advantage independent of exogenous insulin in defined medium and facilitated spheroid expansion by inducing multiple layers of epithelial cells while preserving a hollow lumen. Furthermore, the silencing of CEACAM5 expression synergized with tamoxifen-induced growth inhibition in breast cancer cells. These findings underscore the potential of screening overexpressed genes for both oncogenic drivers and tumor dependencies to expand the repertoire of therapeutic targets for breast cancer treatment.
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Affiliation(s)
- Adaobi Mofunanya
- Department of Pathology, Stony Brook Cancer Center, Stony Brook, NY, 11794, USA
| | - Eleanor R Cameron
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Christian J Braun
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Frank Celeste
- Department of Pathology, Stony Brook Cancer Center, Stony Brook, NY, 11794, USA
- Graduate Program in Genetics, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Xiaoyu Zhao
- Department of Pathology, Stony Brook Cancer Center, Stony Brook, NY, 11794, USA
- Graduate Program in Molecular and Cellular Biology, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Michael T Hemann
- Koch Institute for Integrative Cancer Research and Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Kenneth L Scott
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Jinyu Li
- Department of Pathology, Stony Brook Cancer Center, Stony Brook, NY, 11794, USA
| | - Scott Powers
- Department of Pathology, Stony Brook Cancer Center, Stony Brook, NY, 11794, USA.
- Graduate Program in Genetics, Stony Brook University, Stony Brook, NY, 11794, USA.
- Graduate Program in Molecular and Cellular Biology, Stony Brook University, Stony Brook, NY, 11794, USA.
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13
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Jayne ND, Liang Z, Lim DH, Chen PB, Diaz C, Arimoto KI, Xia L, Liu M, Ren B, Fu XD, Zhang DE. RUNX1 C-terminal mutations impair blood cell differentiation by perturbing specific enhancer-promoter networks. Blood Adv 2024; 8:2410-2423. [PMID: 38513139 PMCID: PMC11112616 DOI: 10.1182/bloodadvances.2023011484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Revised: 01/02/2024] [Accepted: 02/15/2024] [Indexed: 03/23/2024] Open
Abstract
ABSTRACT The transcription factor RUNX1 is a master regulator of hematopoiesis and is frequently mutated in myeloid malignancies. Mutations in its runt homology domain (RHD) frequently disrupt DNA binding and result in loss of RUNX1 function. However, it is not clearly understood how other RUNX1 mutations contribute to disease development. Here, we characterized RUNX1 mutations outside of the RHD. Our analysis of the patient data sets revealed that mutations within the C-terminus frequently occur in hematopoietic disorders. Remarkably, most of these mutations were nonsense or frameshift mutations and were predicted to be exempt from nonsense-mediated messenger RNA decay. Therefore, this class of mutation is projected to produce DNA-binding proteins that contribute to the pathogenesis in a distinct manner. To model this, we introduced the RUNX1R320∗ mutation into the endogenous gene locus and demonstrated the production of RUNX1R320∗ protein. Expression of RUNX1R320∗ resulted in the disruption of RUNX1 regulated processes such as megakaryocytic differentiation, through a transcriptional signature different from RUNX1 depletion. To understand the underlying mechanisms, we used Global RNA Interactions with DNA by deep sequencing (GRID-seq) to examine enhancer-promoter connections. We identified widespread alterations in the enhancer-promoter networks within RUNX1 mutant cells. Additionally, we uncovered enrichment of RUNX1R320∗ and FOXK2 binding at the MYC super enhancer locus, significantly upregulating MYC transcription and signaling pathways. Together, our study demonstrated that most RUNX1 mutations outside the DNA-binding domain are not subject to nonsense-mediated decay, producing protein products that act in concert with additional cofactors to dysregulate hematopoiesis through mechanisms distinct from those induced by RUNX1 depletion.
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Affiliation(s)
- Nathan D. Jayne
- Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA
- School of Biological Sciences, University of California San Diego, La Jolla, CA
| | - Zhengyu Liang
- School of Medicine, University of California San Diego, La Jolla, CA
| | - Do-Hwan Lim
- School of Medicine, University of California San Diego, La Jolla, CA
| | - Poshen B. Chen
- School of Medicine, University of California San Diego, La Jolla, CA
| | - Cristina Diaz
- Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA
- School of Biological Sciences, University of California San Diego, La Jolla, CA
| | - Kei-Ichiro Arimoto
- Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA
| | - Lingbo Xia
- Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA
- School of Biological Sciences, University of California San Diego, La Jolla, CA
| | - Mengdan Liu
- Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA
- School of Biological Sciences, University of California San Diego, La Jolla, CA
| | - Bing Ren
- School of Medicine, University of California San Diego, La Jolla, CA
| | - Xiang-Dong Fu
- School of Life Sciences, Westlake University, Hangzhou, Zhejiang, China
| | - Dong-Er Zhang
- Moores UCSD Cancer Center, University of California San Diego, La Jolla, CA
- School of Biological Sciences, University of California San Diego, La Jolla, CA
- School of Medicine, University of California San Diego, La Jolla, CA
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14
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Guo H, Wang M, Shang Y, Zhang B, Zhang S, Liu X, Cao P, Fan Y, Tan K. Apoptosis-related prognostic biomarkers and potential targets for acute kidney injury based on machine learning algorithm and in vivo experiments. Apoptosis 2024; 29:303-320. [PMID: 37789227 DOI: 10.1007/s10495-023-01896-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/19/2023] [Indexed: 10/05/2023]
Abstract
Acute kidney injury (AKI) is a common critical illness in hospitalized patients, characterized by a rapid decline in kidney function over a short period, which can seriously endanger the patient's life. Currently, there is a lack of precise and universal AKI diagnostic biomarkers in clinical practice. In this study, weighted gene coexpression network analysis (WGCNA), differential expression analysis, univariate and multivariate logistic regression analyses, receiver operating characteristic (ROC) curves, and immune cell infiltration were performed to identify apoptosis-related biomarkers that can be used for AKI diagnosis. Three core apoptosis-related genes (ARGs), CBFB, EGF and COL1A1, were identified as AKI biomarkers. More importantly, an apoptosis-related signature containing three hub ARGs was validated as a diagnostic model. The hub genes exhibited good correlations with glomerular filtration rate (GFR) and serum creatinine (SCr) in the Nephroseq kidney disease database. Additionally, CIBERSORT immune infiltration analysis indicated that these core ARGs may affect immune cell recruitment and infiltration in AKI patients. Subsequently, we investigated the alteration of the expression levels of three core ARGs in AKI samples using single-cell RNA sequencing analysis and analyzed the cell types that mainly expressed these ARGs. More importantly, the expression of core ARGs was validated in folic acid- and cisplatin-induced AKI mouse models. In summary, our study identified three diagnostic biomarkers for AKI, explored the roles of ARGs in AKI progression and provided new ideas for the clinical diagnosis and treatment of AKI.
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Affiliation(s)
- Hanyao Guo
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Meixia Wang
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Yanan Shang
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Bo Zhang
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Sidi Zhang
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Xiaoyu Liu
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Pengxiu Cao
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Yumei Fan
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China
| | - Ke Tan
- Ministry of Education Key Laboratory of Molecular and Cellular Biology, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Province Key Laboratory of Animal Physiology, Biochemistry and Molecular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, Hebei, China.
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15
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Shaforostova I, Call S, Evers G, Reicherts C, Angenendt L, Stelljes M, Berdel WE, Pohlmann A, Mikesch J, Rosenbauer F, Lenz G, Schliemann C, Wethmar K. Prevalence and clinical impact of CD56 and T-cell marker expression in acute myeloid leukaemia: A single-centre retrospective analysis. EJHAEM 2024; 5:93-104. [PMID: 38406551 PMCID: PMC10887264 DOI: 10.1002/jha2.827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 02/27/2024]
Abstract
Flow cytometry-based immunophenotyping is a mainstay of diagnostics in acute myeloid leukaemia (AML). Aberrant CD56 and T-cell antigen expression is observed in a fraction subset of AML cases, but the clinical relevance remains incompletely understood. Here, we retrospectively investigated the association of CD56 and T-cell marker expression with disease-specific characteristics and outcome of 324 AML patients who received intensive induction therapy at our centre between 2011 and 2019. We found that CD2 expression was associated with abnormal non-complex karyotype, NPM1 wild-type status and TP53 mutation. CD2 also correlated with a lower complete remission (CR) rate (47.8% vs. 71.6%, p = 0.03). CyTdT and CD2 were associated with inferior 3-year event-free-survival (EFS) (5.3% vs. 33.5%, p = 0.003 and 17.4% vs. 33.1%, p = 0.02, respectively). CyTdT expression was also correlated with inferior relapse-free survival (27.3% vs. 48.8%, p = 0.04). In multivariable analyses CD2 positivity was an independent adverse factor for EFS (HR 1.72, p = 0.03). These results indicate a biological relevance of aberrant T-cell marker expression in AML and provide a rationale to further characterise the molecular origin in T-lineage-associated AML.
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Affiliation(s)
| | - Simon Call
- Department of Medicine AUniversity Hospital MünsterMünsterGermany
| | - Georg Evers
- Department of Medicine AUniversity Hospital MünsterMünsterGermany
| | | | - Linus Angenendt
- Department of Medicine AUniversity Hospital MünsterMünsterGermany
- Department of Biosystems Science and EngineeringETH ZurichZürichSwitzerland
| | | | | | | | | | - Frank Rosenbauer
- Institute of Molecular Tumor BiologyFaculty of MedicineUniversity of MünsterMünsterGermany
| | - Georg Lenz
- Department of Medicine AUniversity Hospital MünsterMünsterGermany
| | | | - Klaus Wethmar
- Department of Medicine AUniversity Hospital MünsterMünsterGermany
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16
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Coleman DJL, Keane P, Luque-Martin R, Chin PS, Blair H, Ames L, Kellaway SG, Griffin J, Holmes E, Potluri S, Assi SA, Bushweller J, Heidenreich O, Cockerill PN, Bonifer C. Gene regulatory network analysis predicts cooperating transcription factor regulons required for FLT3-ITD+ AML growth. Cell Rep 2023; 42:113568. [PMID: 38104314 PMCID: PMC10874628 DOI: 10.1016/j.celrep.2023.113568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 11/03/2023] [Accepted: 11/27/2023] [Indexed: 12/19/2023] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease caused by different mutations. Previously, we showed that each mutational subtype develops its specific gene regulatory network (GRN) with transcription factors interacting within multiple gene modules, many of which are transcription factor genes themselves. Here, we hypothesize that highly connected nodes within such networks comprise crucial regulators of AML maintenance. We test this hypothesis using FLT3-ITD-mutated AML as a model and conduct an shRNA drop-out screen informed by this analysis. We show that AML-specific GRNs predict crucial regulatory modules required for AML growth. Furthermore, our work shows that all modules are highly connected and regulate each other. The careful multi-omic analysis of the role of one (RUNX1) module by shRNA and chemical inhibition shows that this transcription factor and its target genes stabilize the GRN of FLT3-ITD+ AML and that its removal leads to GRN collapse and cell death.
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Affiliation(s)
- Daniel J L Coleman
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Peter Keane
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK; School of Biosciences, University of Birmingham, Birmingham B15 2TT, U.K
| | - Rosario Luque-Martin
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne NE1 7RU, UK
| | - Paulynn S Chin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Helen Blair
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne NE1 7RU, UK
| | - Luke Ames
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Sophie G Kellaway
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - James Griffin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Elizabeth Holmes
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Sandeep Potluri
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Salam A Assi
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - John Bushweller
- University of Virginia, 1340 Jefferson Park Avenue, Charlottesville, VA 22908, USA
| | - Olaf Heidenreich
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne NE1 7RU, UK; Prinses Máxima Centrum for Pediatric Oncology, Postbus 113, 3720 AC Bilthoven, Heidelberglaan 25, 3584CS Utrecht, the Netherlands.
| | - Peter N Cockerill
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK.
| | - Constanze Bonifer
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK.
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17
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Yonezawa T, Takahashi H, Hao Y, Furukawa C, Tsuchiya A, Zhang W, Fukushima T, Fukuyama T, Sawasaki T, Kitamura T, Goyama S. The E3 ligase DTX2 inhibits RUNX1 function by binding its C terminus and prevents the growth of RUNX1-dependent leukemia cells. FEBS J 2023; 290:5141-5157. [PMID: 37500075 DOI: 10.1111/febs.16914] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 03/25/2023] [Accepted: 07/25/2023] [Indexed: 07/29/2023]
Abstract
Transcription factor RUNX1 plays important roles in hematopoiesis and leukemogenesis. RUNX1 function is tightly controlled through posttranslational modifications, including ubiquitination and acetylation. However, its regulation via ubiquitination, especially proteasome-independent ubiquitination, is poorly understood. We previously identified DTX2 as a RUNX1-interacting E3 ligase using a cell-free AlphaScreen assay. In this study, we examined whether DTX2 is involved in the regulation of RUNX1 using in vitro and ex vivo analyses. DTX2 bound to RUNX1 and other RUNX family members RUNX2 and RUNX3 through their C-terminal region. DTX2-induced RUNX1 ubiquitination did not result in RUNX1 protein degradation. Instead, we found that the acetylation of RUNX1, which is known to enhance the transcriptional activity of RUNX1, was inhibited in the presence of DTX2. Concomitantly, DTX2 reduced the RUNX1-induced activation of an MCSFR luciferase reporter. We also found that DTX2 induced RUNX1 cytoplasmic mislocalization. Moreover, DTX2 overexpression showed a substantial growth-inhibitory effect in RUNX1-dependent leukemia cell lines. Thus, our findings indicate a novel aspect of the ubiquitination and acetylation of RUNX1 that is modulated by DTX2 in a proteosome-independent manner.
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Affiliation(s)
- Taishi Yonezawa
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Japan
| | | | - Yangying Hao
- Division of Cellular Therapy, The Institute of Medical Science, The University of Tokyo, Japan
| | - Chie Furukawa
- Proteo-Science Center (PROS), Ehime University, Matsuyama, Japan
| | - Akiho Tsuchiya
- Division of Cellular Therapy, The Institute of Medical Science, The University of Tokyo, Japan
| | - Wenyu Zhang
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Japan
| | - Tsuyoshi Fukushima
- Division of Cellular Therapy, The Institute of Medical Science, The University of Tokyo, Japan
| | - Tomofusa Fukuyama
- Division of Cellular Therapy, The Institute of Medical Science, The University of Tokyo, Japan
| | - Tatsuya Sawasaki
- Proteo-Science Center (PROS), Ehime University, Matsuyama, Japan
| | - Toshio Kitamura
- Division of Cellular Therapy, The Institute of Medical Science, The University of Tokyo, Japan
| | - Susumu Goyama
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Japan
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18
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Hirose Y, Sato S, Hashiya K, Bando T, Sugiyama H. Anticancer Activities of DNA-Alkylating Pyrrole-Imidazole Polyamide Analogs Targeting RUNX Transcription Factors against p53-Mutated Pancreatic Cancer PANC-1 Cells. J Med Chem 2023; 66:12059-12068. [PMID: 37606185 DOI: 10.1021/acs.jmedchem.3c00613] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
The runt-related transcription factor (RUNX) family is known to play important roles in the progression of cancer. Conjugate 1, which covalently binds to the RUNX-binding sequences, was reported to inhibit the binding of RUNX proteins to their target sites and suppress cancer growth. Here, we evaluated the anticancer effects of 1 and its analogs 2-4 against p53-mutated PANC-1 pancreatic cancer cells. We found that they possessed different DNA-alkylating properties in vitro. And conjugates 1-3 were shown to have anticancer effects by inducing apoptosis in PANC-1 cells. Furthermore, conjugates 2 and 3 suppressed cancer growth in PANC-1 xenograft mice, with activity equivalent to a 50-fold dose of gemcitabine. Especially, 3 showed the highest alkylation efficiency, specificity, and better anticancer effects against pancreatic cancer than 1 in vivo without significant body weight loss. Our results revealed the potential of our compounds as new candidates for cancer therapy.
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Affiliation(s)
- Yuki Hirose
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Shinsuke Sato
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Kaori Hashiya
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Toshikazu Bando
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
| | - Hiroshi Sugiyama
- Department of Chemistry, Graduate School of Science, Kyoto University, Sakyo, Kyoto 606-8502, Japan
- Institute for Integrated Cell-Material Science (WPI-iCeMS), Kyoto University, Sakyo, Kyoto 606-8501, Japan
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19
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She C, Wu C, Guo W, Xie Y, Li S, Liu W, Xu C, Li H, Cao P, Yang Y, Wang X, Chang A, Feng Y, Hao J. Combination of RUNX1 inhibitor and gemcitabine mitigates chemo-resistance in pancreatic ductal adenocarcinoma by modulating BiP/PERK/eIF2α-axis-mediated endoplasmic reticulum stress. J Exp Clin Cancer Res 2023; 42:238. [PMID: 37697370 PMCID: PMC10494371 DOI: 10.1186/s13046-023-02814-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/29/2023] [Indexed: 09/13/2023] Open
Abstract
BACKGROUND Gemcitabine (GEM)-based chemotherapy is the first-line option for pancreatic ductal adenocarcinoma (PDAC). However, the development of drug resistance limits its efficacy, and the specific mechanisms remain largely unknown. RUNX1, a key transcription factor in hematopoiesis, also involved in the malignant progression of PDAC, but was unclear in the chemoresistance of PDAC. METHODS Comparative analysis was performed to screen GEM-resistance related genes using our single-cell RNA sequencing(scRNA-seq) data and two public RNA-sequencing datasets (GSE223463, GSE183795) for PDAC. The expression of RUNX1 in PDAC tissues was detected by qRT-PCR, immunohistochemistry (IHC) and western blot. The clinical significance of RUNX1 in PDAC was determined by single-or multivariate analysis and survival analysis. We constructed the stably expressing cell lines with shRUNX1 and RUNX1, and successfully established GEM-resistant cell line. The role of RUNX1 in GEM resistance was determined by CCK8 assay, plate colony formation assay and apoptosis analysis in vitro and in vivo. To explore the mechanism, we performed bioinformatic analysis using the scRNA-seq data to screen for the endoplasm reticulum (ER) stress signaling that was indispensable for RUNX1 in GEM resistance. We observed the cell morphology in ER stress by transmission electron microscopy and validated RUNX1 in gemcitabine resistance depended on the BiP/PERK/eIF2α pathway by in vitro and in vivo oncogenic experiments, using ER stress inhibitor(4-PBA) and PERK inhibitor (GSK2606414). The correlation between RUNX1 and BiP expression was assessed using the scRNA-seq data and TCGA dataset, and validated by RT-PCR, immunostaining and western blot. The mechanism of RUNX1 regulation of BiP was confirmed by ChIP-PCR and dual luciferase assay. Finally, the effect of RUNX1 inhibitor on PDAC was conducted in vivo mouse models, including subcutaneous xenograft and patient-derived xenograft (PDX) mouse models. RESULTS RUNX1 was aberrant high expressed in PDAC and closely associated with GEM resistance. Silencing of RUNX1 could attenuate resistance in GEM-resistant cell line, and its inhibitor Ro5-3335 displayed an enhanced effect in inhibiting tumor growth, combined with GEM treatment, in PDX mouse models and GEM-resistant xenografts. In detail, forced expression of RUNX1 in PDAC cells suppressed apoptosis induced by GEM exposure, which was reversed by the ER stress inhibitor 4-PBA and PERK phosphorylation inhibitor GSK2606414. RUNX1 modulation of ER stress signaling mediated GEM resistance was supported by the analysis of scRNA-seq data. Consistently, silencing of RUNX1 strongly inhibited the GEM-induced activation of BiP and PERK/eIF2α signaling, one of the major pathways involved in ER stress. It was identified that RUNX1 directly bound to the promoter region of BiP, a primary ER stress sensor, and stimulated BiP expression to enhance the reserve capacity for cell adaptation, which in turn facilitated GEM resistance in PDAC cells. CONCLUSIONS This study identifies RUNX1 as a predictive biomarker for response to GEM-based chemotherapy. RUNX1 inhibition may represent an effective strategy for overcoming GEM resistance in PDAC cells.
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Affiliation(s)
- Chunhua She
- Department of Neurosurgery and Neuro-Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Chao Wu
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Weihua Guo
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Yongjie Xie
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Shouyi Li
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Weishuai Liu
- Department of Pain Management, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
| | - Chao Xu
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Hui Li
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Pei Cao
- School of Medicine, Nankai University, Tianjin, 300060, China
| | - Yanfang Yang
- Second Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin, 300060, China
| | - Xiuchao Wang
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China
| | - Antao Chang
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China.
| | - Yukuan Feng
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China.
- Mudanjiang Medical University, Mudanjiang, 157011, China.
| | - Jihui Hao
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, China.
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20
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Chen Y, He Y, Liu S. RUNX1-Regulated Signaling Pathways in Ovarian Cancer. Biomedicines 2023; 11:2357. [PMID: 37760803 PMCID: PMC10525517 DOI: 10.3390/biomedicines11092357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/26/2023] [Accepted: 08/03/2023] [Indexed: 09/29/2023] Open
Abstract
Ovarian cancer is the leading cause of gynecological death worldwide, and its poor prognosis and high mortality seriously affect the life of ovarian cancer patients. Runt-related transcription factor 1 (RUNX1) has been widely studied in hematological diseases and plays an important role in the occurrence and development of hematological diseases. In recent years, studies have reported the roles of RUNX1 in solid tumors, including the significantly increased expression of RUNX1 in ovarian cancer. In ovarian cancer, the dysregulation of the RUNX1 signaling pathway has been implicated in tumor progression, metastasis, and response to therapy. At the same time, the decreased expression of RUNX1 in ovarian cancer can significantly improve the sensitivity of clinical chemotherapy and provide theoretical support for the subsequent diagnosis and treatment target of ovarian cancer, providing prognosis and treatment options to patients with ovarian cancer. However, the role of RUNX1 in ovarian cancer remains unclear. Therefore, this article reviews the relationship between RUNX1 and the occurrence and development of ovarian cancer, as well as the closely regulated signaling pathways, to provide some inspiration and theoretical support for future research on RUNX1 in ovarian cancer and other diseases.
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Affiliation(s)
- Yuanzhi Chen
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China;
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yingying He
- School of Chemical Science & Technology, Yunnan University, Kunming 650091, China
| | - Shubai Liu
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China;
- University of Chinese Academy of Sciences, Beijing 100049, China
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21
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Ozturk K, Panwala R, Sheen J, Ford K, Payne N, Zhang DE, Hutter S, Haferlach T, Ideker T, Mali P, Carter H. Interface-guided phenotyping of coding variants in the transcription factor RUNX1 with SEUSS. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.03.551876. [PMID: 37577681 PMCID: PMC10418284 DOI: 10.1101/2023.08.03.551876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Understanding the consequences of single amino acid substitutions in cancer driver genes remains an unmet need. Perturb-seq provides a tool to investigate the effects of individual mutations on cellular programs. Here we deploy SEUSS, a Perturb-seq like approach, to generate and assay mutations at physical interfaces of the RUNX1 Runt domain. We measured the impact of 115 mutations on RNA profiles in single myelogenous leukemia cells and used the profiles to categorize mutations into three functionally distinct groups: wild-type (WT)-like, loss-of-function (LOF)-like and hypomorphic. Notably, the largest concentration of functional mutations (non-WT-like) clustered at the DNA binding site and contained many of the more frequently observed mutations in human cancers. Hypomorphic variants shared characteristics with loss of function variants but had gene expression profiles indicative of response to neural growth factor and cytokine recruitment of neutrophils. Additionally, DNA accessibility changes upon perturbations were enriched for RUNX1 binding motifs, particularly near differentially expressed genes. Overall, our work demonstrates the potential of targeting protein interaction interfaces to better define the landscape of prospective phenotypes reachable by amino acid substitutions.
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22
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Coleman DJL, Keane P, Luque-Martin R, Chin PS, Blair H, Ames L, Kellaway SG, Griffin J, Holmes E, Potluri S, Assi SA, Bushweller J, Heidenreich O, Cockerill PN, Bonifer C. Gene regulatory network analysis predicts cooperating transcription factor regulons required for FLT3-ITD+ AML growth. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.18.549495. [PMID: 37503022 PMCID: PMC10370108 DOI: 10.1101/2023.07.18.549495] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
AML is a heterogenous disease caused by different mutations. We have previously shown that each mutational sub-type develops its specific gene regulatory network (GRN) with transcription factors interacting with multiple gene modules, many of which are transcription factor genes themselves. Here we hypothesized that highly connected nodes within such networks comprise crucial regulators of AML maintenance. We tested this hypothesis using FLT3-ITD mutated AML as a model and conducted an shRNA drop-out screen informed by this analysis. We show that AML-specific GRNs predict identifying crucial regulatory modules required for AML but not normal cellular growth. Furthermore, our work shows that all modules are highly connected and regulate each other. The careful multi-omic analysis of the role of one (RUNX1) module by shRNA and chemical inhibition shows that this transcription factor and its target genes stabilize the GRN of FLT3-ITD AML and that its removal leads to GRN collapse and cell death.
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Affiliation(s)
- Daniel J L Coleman
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Peter Keane
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Rosario Luque-Martin
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne, NE1 7RU, UK
| | - Paulynn S Chin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Helen Blair
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne, NE1 7RU, UK
| | - Luke Ames
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Sophie G Kellaway
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - James Griffin
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Elizabeth Holmes
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Sandeep Potluri
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Salam A Assi
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - John Bushweller
- University of Virginia, 1340 Jefferson Park Ave, Charlottesville, VA 22908, USA
| | - Olaf Heidenreich
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University, Herschel Building, Level 6, Brewery Lane, Newcastle upon Tyne, NE1 7RU, UK
- Prinses Máxima Centrum for Pediatric Oncology, Postbus 113, 3720 AC Bilthoven, Heidelberglaan 25, 3584CS Utrecht, Netherlands
| | - Peter N Cockerill
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Constanze Bonifer
- Institute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham B152TT, UK
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23
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Sendker S, Awada A, Domagalla S, Sendker M, Orhan E, Hoffmeister LM, Antoniou E, Niktoreh N, Reinhardt D, von Neuhoff N, Schneider M. RUNX1 mutation has no prognostic significance in paediatric AML: a retrospective study of the AML-BFM study group. Leukemia 2023; 37:1435-1443. [PMID: 37188777 PMCID: PMC10317839 DOI: 10.1038/s41375-023-01919-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 04/19/2023] [Accepted: 04/21/2023] [Indexed: 05/17/2023]
Abstract
In acute myeloid leukaemia (AML) RUNX1 mutation is characterised by certain clinicopathological features with poor prognosis and adverse risk by the European LeukemiaNet recommendation. Though initially considered as provisional category, the recent World Health Organisation (WHO) classification of 2022 removed RUNX1-mutated AML from the unique entity. However, the significance of RUNX1 mutation in paediatric AML remains unclear. We retrospectively analysed a German cohort of 488 paediatric patients with de novo AML, enroled in the AMLR12 or AMLR17 registry of the AML-BFM Study Group (Essen, Germany). A total of 23 paediatric AML patients (4.7%) harboured RUNX1 mutations, 18 of which (78%) had RUNX1 mutation at initial diagnosis. RUNX1 mutations were associated with older age, male gender, number of coexisting alterations and presence of FLT3-ITD but mutually exclusive of KRAS, KIT and NPM1 mutation. RUNX1 mutations did not prognostically impact overall or event-free survival. Response rates did not differ between patients with and without RUNX1 mutations. This comprehensive study, comprising the largest analysis of RUNX1 mutation in a paediatric cohort to date, reveals distinct but not unique clinicopathologic features, with no prognostic significance of RUNX1-mutated paediatric AML. These results broaden the perspective on the relevance of RUNX1 alterations in leukaemogenesis in AML.
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Affiliation(s)
- Stephanie Sendker
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Amani Awada
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Sophia Domagalla
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Michael Sendker
- University of Applied Sciences for Economics and Management (FOM), 20357, Hamburg, Germany
| | - Eser Orhan
- Centre for Research Acceleration in Paediatrics GmbH, 30175, Hannover, Germany
| | - Lina Marie Hoffmeister
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Evangelia Antoniou
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Naghmeh Niktoreh
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Dirk Reinhardt
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Nils von Neuhoff
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany
| | - Markus Schneider
- Department of Paediatric Hematology and Oncology, University Children's Hospital Essen, University of Duisburg-Essen, 45147, Essen, Germany.
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24
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Chambers C, Cermakova K, Chan YS, Kurtz K, Wohlan K, Lewis AH, Wang C, Pham A, Dejmek M, Sala M, Loeza Cabrera M, Aguilar R, Nencka R, Lacorazza HD, Rau RE, Hodges HC. SWI/SNF Blockade Disrupts PU.1-Directed Enhancer Programs in Normal Hematopoietic Cells and Acute Myeloid Leukemia. Cancer Res 2023; 83:983-996. [PMID: 36662812 PMCID: PMC10071820 DOI: 10.1158/0008-5472.can-22-2129] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 11/09/2022] [Accepted: 01/18/2023] [Indexed: 01/21/2023]
Abstract
In acute myeloid leukemia (AML), SWI/SNF chromatin remodeling complexes sustain leukemic identity by driving high levels of MYC. Previous studies have implicated the hematopoietic transcription factor PU.1 (SPI1) as an important target of SWI/SNF inhibition, but PU.1 is widely regarded to have pioneer-like activity. As a result, many questions have remained regarding the interplay between PU.1 and SWI/SNF in AML as well as normal hematopoiesis. Here we found that PU.1 binds to most of its targets in a SWI/SNF-independent manner and recruits SWI/SNF to promote accessibility for other AML core regulatory factors, including RUNX1, LMO2, and MEIS1. SWI/SNF inhibition in AML cells reduced DNA accessibility and binding of these factors at PU.1 sites and redistributed PU.1 to promoters. Analysis of nontumor hematopoietic cells revealed that similar effects also impair PU.1-dependent B-cell and monocyte populations. Nevertheless, SWI/SNF inhibition induced profound therapeutic response in an immunocompetent AML mouse model as well as in primary human AML samples. In vivo, SWI/SNF inhibition promoted leukemic differentiation and reduced the leukemic stem cell burden in bone marrow but also induced leukopenia. These results reveal a variable therapeutic window for SWI/SNF blockade in AML and highlight important off-tumor effects of such therapies in immunocompetent settings. SIGNIFICANCE Disruption of PU.1-directed enhancer programs upon SWI/SNF inhibition causes differentiation of AML cells and induces leukopenia of PU.1-dependent B cells and monocytes, revealing the on- and off-tumor effects of SWI/SNF blockade.
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Affiliation(s)
- Courtney Chambers
- Department of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
- Translational Biology and Molecular Medicine Graduate Program, Baylor College of Medicine, Houston, Texas
| | - Katerina Cermakova
- Department of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Yuen San Chan
- Department of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Kristen Kurtz
- Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas
| | - Katharina Wohlan
- Department of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas
| | - Andrew Henry Lewis
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
| | - Christiana Wang
- Genetics and Genomics Graduate Program, Baylor College of Medicine, Houston, Texas
| | - Anh Pham
- Department of Bioengineering, Rice University, Houston, Texas
| | - Milan Dejmek
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic
| | - Michal Sala
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic
| | - Mario Loeza Cabrera
- Department of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Texas
| | - Rogelio Aguilar
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, Texas
| | - Radim Nencka
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague, Czech Republic
| | - H. Daniel Lacorazza
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
| | - Rachel E. Rau
- Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas
- Stem Cells and Regenerative Medicine Center, Baylor College of Medicine, Houston, Texas
| | - H. Courtney Hodges
- Department of Molecular and Cellular Biology, Center for Precision Environmental Health, Baylor College of Medicine, Houston, Texas
- Department of Bioengineering, Rice University, Houston, Texas
- Center for Cancer Epigenetics, The University of Texas MD Anderson Cancer Center, Houston, Texas
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25
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Daver NG, Dail M, Garcia JS, Jonas BA, Yee KWL, Kelly KR, Vey N, Assouline S, Roboz GJ, Paolini S, Pollyea DA, Tafuri A, Brandwein JM, Pigneux A, Powell BL, Fenaux P, Olin RL, Visani G, Martinelli G, Onishi M, Wang J, Huang W, Green C, Ott MG, Hong WJ, Konopleva MY, Andreeff M. Venetoclax and idasanutlin in relapsed/refractory AML: a nonrandomized, open-label phase 1b trial. Blood 2023; 141:1265-1276. [PMID: 36265087 PMCID: PMC10651777 DOI: 10.1182/blood.2022016362] [Citation(s) in RCA: 52] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 09/23/2022] [Accepted: 10/10/2022] [Indexed: 11/20/2022] Open
Abstract
This phase 1b trial (NCT02670044) evaluated venetoclax-idasanutlin in patients with relapsed/refractory (R/R) acute myeloid leukemia (AML) ineligible for cytotoxic chemotherapy. Two-dimensional dose escalation (DE, n = 50) was performed for venetoclax daily with idasanutlin on days 1 to 5 in 28-day cycles, followed by dosing schedule optimization (n = 6) to evaluate reduced venetoclax schedules (21-/14-day dosing). Common adverse events (occurring in ≥40% of patients) included diarrhea (87.3% of patients), nausea (74.5%), vomiting (52.7%), hypokalemia (50.9%), and febrile neutropenia (45.5%). During DE, across all doses, composite complete remission (CRc; CR + CR with incomplete blood count recovery + CR with incomplete platelet count recovery) rate was 26.0% and morphologic leukemia-free state (MLFS) rate was 12%. For anticipated recommended phase 2 doses (venetoclax 600 mg + idasanutlin 150 mg; venetoclax 600 mg + idasanutlin 200 mg), the combined CRc rate was 34.3% and the MLFS rate was 14.3%. Pretreatment IDH1/2 and RUNX1 mutations were associated with higher CRc rates (50.0% and 45.0%, respectively). CRc rate in patients with TP53 mutations was 20.0%, with responses noted among those with co-occurring IDH and RUNX1 mutations. In 12 out of 36 evaluable patients, 25 emergent TP53 mutations were observed; 22 were present at baseline with low TP53 variant allele frequency (median 0.0095% [range, 0.0006-0.4]). Venetoclax-idasanutlin showed manageable safety and encouraging efficacy in unfit patients with R/R AML. IDH1/2 and RUNX1 mutations were associated with venetoclax-idasanutlin sensitivity, even in some patients with co-occurring TP53 mutations; most emergent TP53 clones were preexisting. Our findings will aid ongoing/future trials of BCL-2/MDM2 inhibitor combinations. This trial was registered at www.clinicaltrials.gov as #NCT02670044.
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Affiliation(s)
- Naval G. Daver
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Brian A. Jonas
- University of California Davis Comprehensive Cancer Center, Sacramento, CA
| | | | - Kevin R. Kelly
- Division of Hematology, University of Southern California, Los Angeles, CA
| | - Norbert Vey
- Hematologie Clinique, Institut Paoli-Calmettes, Marseille, France
| | | | - Gail J. Roboz
- Weill Cornell Medical College, New York Presbyterian, New York, NY
| | - Stefania Paolini
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia “Seràgnoli,” Bologna, Italy
| | - Daniel A. Pollyea
- Division of Hematology, School of Medicine, University of Colorado, Aurora, CO
| | - Agostino Tafuri
- Hematology, Department of Clinical and Molecular Medicine, University Hospital Sant’Andrea-Sapienza, Rome, Italy
| | | | - Arnaud Pigneux
- Bordeaux Haut-Lévêque University Hospital, Pessac, France
| | - Bayard L. Powell
- Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
| | - Pierre Fenaux
- Hôpital Saint-Louis, Université Paris Diderot, Paris, France
| | | | | | - Giovanni Martinelli
- IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori," Meldola, Italy
| | | | - Jue Wang
- Genentech, Inc, South San Francisco, CA
| | | | | | | | | | - Marina Y. Konopleva
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Michael Andreeff
- Department of Leukemia, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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26
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The magnitude of CXCR4 signaling regulates resistance to quizartinib in FLT3/ITD + cells via RUNX1. Leuk Res 2023; 124:106983. [PMID: 36473282 DOI: 10.1016/j.leukres.2022.106983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 10/25/2022] [Accepted: 10/27/2022] [Indexed: 12/12/2022]
Abstract
CXCR4 antagonists sensitize FLT3/ITD+ AML cells to FLT3 inhibitors; however, CXCR4 signaling can induce apoptosis in AML cells, raising the question of whether CXCR4 signaling exerts divergent effects on FLT3/ITD+ cells. The present study investigated the paradoxical function of CXCR4 in resistance to FLT3 inhibitors. The FLT3 inhibitor quizartinib significantly decreased the number of FLT3/ITD+ Ba/F3 cells, whereas 1 ng/ml CXCL12 showed a significant protective effect against quizartinib. In contrast, CXCL12 over 100 ng/ml significantly decreased FLT3/ITD+ cell viability with concomitant downregulation of Runx1. Moreover, the survival of FLT3/ITD+ Ba/F3 or MOLM13 cells with low surface CXCR4 expression incubated with quizartinib was significantly enhanced by 100 ng/ml CXCL12; however, this protective effect of CXCL12 against quizartinib was barely detected in cells with high surface CXCR4 expression. Although silencing Runx1 downregulated CXCR4 expression, RUNX1 expression levels were significantly higher in CXCR4LOW FLT3/ITD+ Ba/F3 cells incubated with 100 ng/ml CXCL12 than in CXCR4HIGH cells, coincident with an increase in FLT3 phosphorylation. Silencing RUNX1 partially abrogated resistance to quizartinib in CXCR4LOW cells incubated with CXCL12, whereas ectopic RUNX1 significantly restored resistance in CXCR4HIGH cells. These results indicate that CXCR4 signaling of different magnitudes paradoxically regulates resistance to quizartinib in FLT3/ITD+ cells via RUNX1.
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27
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Mikami M, Masuda T, Kanatani T, Noura M, Umeda K, Hiramatsu H, Kubota H, Daifu T, Iwai A, Hattori EY, Furuichi K, Takasaki S, Tanaka S, Matsui Y, Matsuo H, Hirata M, Kataoka TR, Nakahata T, Kuwahara Y, Iehara T, Hosoi H, Imai Y, Takita J, Sugiyama H, Adachi S, Kamikubo Y. RUNX1-Survivin Axis Is a Novel Therapeutic Target for Malignant Rhabdoid Tumors. Mol Cells 2022; 45:886-895. [PMID: 36572559 PMCID: PMC9794559 DOI: 10.14348/molcells.2022.2031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 07/18/2022] [Accepted: 08/06/2022] [Indexed: 12/28/2022] Open
Abstract
Malignant rhabdoid tumor (MRT) is a highly aggressive pediatric malignancy with no effective therapy. Therefore, it is necessary to identify a target for the development of novel molecule-targeting therapeutic agents. In this study, we report the importance of the runt-related transcription factor 1 (RUNX1) and RUNX1-Baculoviral IAP (inhibitor of apoptosis) Repeat-Containing 5 (BIRC5/survivin) axis in the proliferation of MRT cells, as it can be used as an ideal target for anti-tumor strategies. The mechanism of this reaction can be explained by the interaction of RUNX1 with the RUNX1-binding DNA sequence located in the survivin promoter and its positive regulation. Specific knockdown of RUNX1 led to decreased expression of survivin, which subsequently suppressed the proliferation of MRT cells in vitro and in vivo. We also found that our novel RUNX inhibitor, Chb-M, which switches off RUNX1 using alkylating agent-conjugated pyrrole-imidazole polyamides designed to specifically bind to consensus RUNX-binding sequences (5'-TGTGGT-3'), inhibited survivin expression in vivo. Taken together, we identified a novel interaction between RUNX1 and survivin in MRT. Therefore the negative regulation of RUNX1 activity may be a novel strategy for MRT treatment.
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Affiliation(s)
- Masamitsu Mikami
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Tatsuya Masuda
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Takuya Kanatani
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Mina Noura
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Katsutsugu Umeda
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Hidefumi Hiramatsu
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Hirohito Kubota
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Tomoo Daifu
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Atsushi Iwai
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Etsuko Yamamoto Hattori
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Kana Furuichi
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Saho Takasaki
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Sunao Tanaka
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Yasuzumi Matsui
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Hidemasa Matsuo
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Masahiro Hirata
- Department of Diagnostic Pathology, Kyoto University Hospital, Kyoto 606-8507, Japan
| | - Tatsuki R. Kataoka
- Department of Diagnostic Pathology, Kyoto University Hospital, Kyoto 606-8507, Japan
| | - Tatsutoshi Nakahata
- Drug Discovery Technology Development Office, Center for iPS Cell Research and Application (CiRA), Kyoto University, Kyoto 606-8507, Japan
| | - Yasumichi Kuwahara
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Tomoko Iehara
- Department of Pediatrics, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Hajime Hosoi
- Department of Pediatrics, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Yoichi Imai
- Department of Hematology/Oncology, IMSUT Hospital, The Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Junko Takita
- Department of Pediatrics, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Hiroshi Sugiyama
- Department of Chemistry, Graduate School of Science, Kyoto University, Kyoto 606-8303, Japan
| | - Souichi Adachi
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
| | - Yasuhiko Kamikubo
- Department of Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto 606-8303, Japan
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28
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Targeting UHRF1-SAP30-MXD4 axis for leukemia initiating cell eradication in myeloid leukemia. Cell Res 2022; 32:1105-1123. [PMID: 36302855 PMCID: PMC9715639 DOI: 10.1038/s41422-022-00735-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 09/28/2022] [Indexed: 01/31/2023] Open
Abstract
Aberrant self-renewal of leukemia initiation cells (LICs) drives aggressive acute myeloid leukemia (AML). Here, we report that UHRF1, an epigenetic regulator that recruits DNMT1 to methylate DNA, is highly expressed in AML and predicts poor prognosis. UHRF1 is required for myeloid leukemogenesis by maintaining self-renewal of LICs. Mechanistically, UHRF1 directly interacts with Sin3A-associated protein 30 (SAP30) through two critical amino acids, G572 and F573 in its SRA domain, to repress gene expression. Depletion of UHRF1 or SAP30 derepresses an important target gene, MXD4, which encodes a MYC antagonist, and leads to suppression of leukemogenesis. Further knockdown of MXD4 can rescue the leukemogenesis by activating the MYC pathway. Lastly, we identified a UHRF1 inhibitor, UF146, and demonstrated its significant therapeutic efficacy in the myeloid leukemia PDX model. Taken together, our study reveals the mechanisms for altered epigenetic programs in AML and provides a promising targeted therapeutic strategy against AML.
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29
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Liu X, Sato N, Yabushita T, Li J, Jia Y, Tamura M, Asada S, Fujino T, Fukushima T, Yonezawa T, Tanaka Y, Fukuyama T, Tsuchiya A, Shikata S, Iwamura H, Kinouchi C, Komatsu K, Yamasaki S, Shibata T, Sasaki AT, Schibler J, Wunderlich M, O'Brien E, Mizukawa B, Mulloy JC, Sugiura Y, Takizawa H, Shibata T, Miyake K, Kitamura T, Goyama S. IMPDH inhibition activates TLR-VCAM1 pathway and suppresses the development of MLL-fusion leukemia. EMBO Mol Med 2022; 15:e15631. [PMID: 36453131 PMCID: PMC9832838 DOI: 10.15252/emmm.202115631] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 11/08/2022] [Accepted: 11/08/2022] [Indexed: 12/05/2022] Open
Abstract
Inosine monophosphate dehydrogenase (IMPDH) is a rate-limiting enzyme in de novo guanine nucleotide synthesis pathway. Although IMPDH inhibitors are widely used as effective immunosuppressants, their antitumor effects have not been proven in the clinical setting. Here, we found that acute myeloid leukemias (AMLs) with MLL-fusions are susceptible to IMPDH inhibitors in vitro. We also showed that alternate-day administration of IMPDH inhibitors suppressed the development of MLL-AF9-driven AML in vivo without having a devastating effect on immune function. Mechanistically, IMPDH inhibition induced overactivation of Toll-like receptor (TLR)-TRAF6-NF-κB signaling and upregulation of an adhesion molecule VCAM1, which contribute to the antileukemia effect of IMPDH inhibitors. Consequently, combined treatment with IMPDH inhibitors and the TLR1/2 agonist effectively inhibited the development of MLL-fusion AML. These findings provide a rational basis for clinical testing of IMPDH inhibitors against MLL-fusion AMLs and potentially other aggressive tumors with active TLR signaling.
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Affiliation(s)
- Xiaoxiao Liu
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Naru Sato
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tomohiro Yabushita
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Jingmei Li
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Yuhan Jia
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Moe Tamura
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Shuhei Asada
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan,The Institute of Laboratory Animals, Tokyo Women's Medical UniversityTokyoJapan
| | - Takeshi Fujino
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tsuyoshi Fukushima
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Taishi Yonezawa
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
| | - Yosuke Tanaka
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tomofusa Fukuyama
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Akiho Tsuchiya
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Shiori Shikata
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Hiroyuki Iwamura
- FUJIFILM Corporation: Pharmaceutical Products DivisionTokyoJapan
| | - Chieko Kinouchi
- FUJIFILM Corporation: Bio Science & Engineering LaboratoriesKanagawaJapan
| | - Kensuke Komatsu
- FUJIFILM Corporation: Bio Science & Engineering LaboratoriesKanagawaJapan
| | - Satoshi Yamasaki
- Laboratory of Molecular Medicine, Human Genome Center, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Tatsuhiro Shibata
- Laboratory of Molecular Medicine, Human Genome Center, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Atsuo T Sasaki
- Division of Hematology and Oncology, Department of Internal MedicineUniversity of CincinnatiCincinnatiOHUSA
| | - Janet Schibler
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Mark Wunderlich
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Eric O'Brien
- Division of Oncology, Department of Pediatrics, University of CincinnatiCincinnatiOHUSA
| | - Benjamin Mizukawa
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - James C Mulloy
- Division of Experimental Hematology and Cancer BiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Yuki Sugiura
- Department of BiochemistryKeio University School of MedicineTokyoJapan
| | - Hitoshi Takizawa
- Laboratory of Stem Cell Stress, International Research Center for Medical SciencesKumamoto UniversityKumamotoJapan
| | - Takuma Shibata
- Division of Innate Immunity, Department of Microbiology and ImmunologyThe Institute of Medical Science, The University of TokyoTokyoJapan
| | - Kensuke Miyake
- Division of Innate Immunity, Department of Microbiology and ImmunologyThe Institute of Medical Science, The University of TokyoTokyoJapan
| | - Toshio Kitamura
- Division of Cellular Therapy, The Institute of Medical ScienceThe University of TokyoTokyoJapan
| | - Susumu Goyama
- Division of Molecular Oncology, Department of Computational Biology and Medical Sciences, Graduate School of Frontier SciencesThe University of TokyoTokyoJapan
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30
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Wray JP, Deltcheva EM, Boiers C, Richardson SЕ, Chhetri JB, Brown J, Gagrica S, Guo Y, Illendula A, Martens JHA, Stunnenberg HG, Bushweller JH, Nimmo R, Enver T. Regulome analysis in B-acute lymphoblastic leukemia exposes Core Binding Factor addiction as a therapeutic vulnerability. Nat Commun 2022; 13:7124. [PMID: 36411286 PMCID: PMC9678885 DOI: 10.1038/s41467-022-34653-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 11/01/2022] [Indexed: 11/22/2022] Open
Abstract
The ETV6-RUNX1 onco-fusion arises in utero, initiating a clinically silent pre-leukemic state associated with the development of pediatric B-acute lymphoblastic leukemia (B-ALL). We characterize the ETV6-RUNX1 regulome by integrating chromatin immunoprecipitation- and RNA-sequencing and show that ETV6-RUNX1 functions primarily through competition for RUNX1 binding sites and transcriptional repression. In pre-leukemia, this results in ETV6-RUNX1 antagonization of cell cycle regulation by RUNX1 as evidenced by mass cytometry analysis of B-lineage cells derived from ETV6-RUNX1 knock-in human pluripotent stem cells. In frank leukemia, knockdown of RUNX1 or its co-factor CBFβ results in cell death suggesting sustained requirement for RUNX1 activity which is recapitulated by chemical perturbation using an allosteric CBFβ-inhibitor. Strikingly, we show that RUNX1 addiction extends to other genetic subtypes of pediatric B-ALL and also adult disease. Importantly, inhibition of RUNX1 activity spares normal hematopoiesis. Our results suggest that chemical intervention in the RUNX1 program may provide a therapeutic opportunity in ALL.
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Affiliation(s)
- Jason P Wray
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
| | - Elitza M Deltcheva
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
| | - Charlotta Boiers
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
- Division of Molecular Hematology, Lund Stem Cell Center, Lund University, 221 84, Lund, Sweden
| | - Simon Е Richardson
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, CB2 0AW, UK
- Department of Haematology, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge, CB2 0AW, UK
| | | | - John Brown
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
| | - Sladjana Gagrica
- IMED Oncology, AstraZeneca, Cancer Research UK Cambridge Institute, Cambridge, UK
| | - Yanping Guo
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
| | - Anuradha Illendula
- Department of Pharmacology, University of Virginia, Charlottesville, VA, 22908, USA
| | - Joost H A Martens
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University, 6525, GA, Nijmegen, The Netherlands
| | - Hendrik G Stunnenberg
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University, 6525, GA, Nijmegen, The Netherlands
| | - John H Bushweller
- Department of Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA, 22908, USA
| | - Rachael Nimmo
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK
- Oxford Biomedica (UK) Ltd, Windrush Court, Transport Way, Oxford, OX4 6LT, UK
| | - Tariq Enver
- Department of Cancer Biology UCL Cancer Institute, UCL, London, WC1E 6DD, UK.
- Division of Molecular Hematology, Lund Stem Cell Center, Lund University, 221 84, Lund, Sweden.
- Molecular Medicine and Gene Therapy, Lund Stem Cell Center, Lund University, Lund, Sweden.
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31
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Wang Y, Yao C, Lin C, Chen C, Hsu C, Tsai C, Hou H, Chou W, Tien H. Higher RUNX1 expression levels are associated with worse overall and leukaemia-free survival in myelodysplastic syndrome patients. EJHAEM 2022; 3:1209-1219. [PMID: 36467848 PMCID: PMC9713038 DOI: 10.1002/jha2.547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/30/2022] [Accepted: 08/02/2022] [Indexed: 06/17/2023]
Abstract
RUNX1 mutations are frequently detected in various myeloid neoplasms and implicate unfavourable clinical outcomes in patients with myelodysplastic syndrome (MDS) and acute myeloid leukaemia (AML). On the other hand, high expression of RUNX1 is also correlated with poor prognosis in AML patients. However, the clinical relevancy of RUNX1 expression in MDS patients remains elusive. This study aimed to investigate the prognostic and biologic impacts of RUNX1 expression in MDS patients. We recruited 341 MDS patients who had sufficient bone marrow samples for next-generation sequencing. Higher RUNX1 expression occurred more frequently in the patients with Revised International Prognostic Scoring System (IPSS-R) higher-risk MDS than the lower-risk group. It was closely associated with poor-risk cytogenetics and mutations in ASXL1, NPM1, RUNX1, SRSF2, STAG2, TET2 and TP53. Furthermore, patients with higher RUNX1 expression had significantly shorter leukaemia-free survival (LFS) and overall survival (OS) than those with lower expression. Subgroups analysis revealed that higher-RUNX1 group consistently had shorter LFS and OS than the lower-RUNX1 group, no matter RUNX1 was mutated or not. The same findings were observed in IPSS-R subgroups. In multivariable analysis, higher RUNX1 expression appeared as an independent adverse risk factor for survival. The prognostic significance of RUNX1 expression was validated in two external public cohorts, GSE 114922 and GSE15061. In summary, we present the characteristics and prognosis of MDS patients with various RUNX1 expressions and propose that RUNX1 expression complement RUNX1 mutation in MDS prognostication, wherein patients with wild RUNX1 but high expression may need more proactive treatment.
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Affiliation(s)
- Yu‐Hung Wang
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
- Stem Cell and Leukaemia Proteomics LaboratoryUniversity of ManchesterManchesterUK
| | - Chi‐Yuan Yao
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
- Graduate Institute of Clinical MedicineCollege of MedicineNational Taiwan UniversityTaipeiTaiwan
- Department of Laboratory MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Chien‐Chin Lin
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
- Department of Laboratory MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Chi‐Ling Chen
- Graduate Institute of Clinical MedicineCollege of MedicineNational Taiwan UniversityTaipeiTaiwan
| | - Chia‐Lang Hsu
- Department of Medical ResearchNational Taiwan University HospitalTaipeiTaiwan
| | - Cheng‐Hong Tsai
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Hsin‐An Hou
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Wen‐Chien Chou
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
- Department of Laboratory MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Hwei‐Fang Tien
- Division of HematologyDepartment of Internal MedicineNational Taiwan University HospitalTaipeiTaiwan
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32
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Kontandreopoulou CN, Kalopisis K, Viniou NA, Diamantopoulos P. The genetics of myelodysplastic syndromes and the opportunities for tailored treatments. Front Oncol 2022; 12:989483. [PMID: 36338673 PMCID: PMC9630842 DOI: 10.3389/fonc.2022.989483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/14/2022] [Indexed: 11/17/2022] Open
Abstract
Genomic instability, microenvironmental aberrations, and somatic mutations contribute to the phenotype of myelodysplastic syndrome and the risk for transformation to AML. Genes involved in RNA splicing, DNA methylation, histone modification, the cohesin complex, transcription, DNA damage response pathway, signal transduction and other pathways constitute recurrent mutational targets in MDS. RNA-splicing and DNA methylation mutations seem to occur early and are reported as driver mutations in over 50% of MDS patients. The improved understanding of the molecular landscape of MDS has led to better disease and risk classification, leading to novel therapeutic opportunities. Based on these findings, novel agents are currently under preclinical and clinical development and expected to improve the clinical outcome of patients with MDS in the upcoming years. This review provides a comprehensive update of the normal gene function as well as the impact of mutations in the pathogenesis, deregulation, diagnosis, and prognosis of MDS, focuses on the most recent advances of the genetic basis of myelodysplastic syndromes and their clinical relevance, and the latest targeted therapeutic approaches including investigational and approved agents for MDS.
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33
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RUNX1 and RUNX3 Genes Expression Level in Adult Acute Lymphoblastic Leukemia-A Case Control Study. Curr Issues Mol Biol 2022; 44:3455-3464. [PMID: 36005134 PMCID: PMC9406551 DOI: 10.3390/cimb44080238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 11/17/2022] Open
Abstract
The genetic factors of adult acute lymphoblastic leukemia (ALL) development are only partially understood. The Runt-Related Transcription Factor (RUNX) gene family play a crucial role in hematological malignancies, serving both a tumor suppressor and promoter function. The aim of this study was the assessment of relative RUNX1 and RUNX3 genes expression level among adult ALL cases and a geographically and ethnically matched control group. The relative RUNX1 and RUNX3 genes expression level was assessed by qPCR. The investigated group comprised 60 adult patients newly diagnosed with ALL. The obtained results were compared with a group of 40 healthy individuals, as well as clinical and hematological parameters of patients, and submitted for statistical analysis. ALL patients tend to have significantly higher RUNX1 gene expression level compared with controls. This observation is also true for risk group stratification where high-risk (HR) patients presented higher levels of RUNX1. A higher RUNX1 transcript level correlates with greater leukocytosis while RUNX3 expression is reduced in Philadelphia chromosome bearers. The conducted study sustains the hypothesis that both a reduction and increase in the transcript level of RUNX family genes may be involved in leukemia pathogenesis, although their interaction is complex. In this context, overexpression of the RUNX1 gene in adult ALL cases in particular seems interesting. Obtained results should be interpreted with caution. Further analysis in this research field is needed.
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34
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Zhao H, Chen Y, Shen P, Gong L. Prognostic value and immune characteristics of RUNX gene family in human cancers: a pan-cancer analysis. Aging (Albany NY) 2022; 14:4014-4035. [PMID: 35522574 PMCID: PMC9134966 DOI: 10.18632/aging.204065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 03/23/2022] [Indexed: 11/25/2022]
Abstract
Background: Runt-related transcription factors (RUNX) are involved in numerous fundamental biological processes and play crucial parts in tumorigenesis and metastasis both directly and indirectly. However, the pan-cancer evidence of the RUNX gene family is not available. Methods: In this study, we analyzed the potential association between RUNX gene family expression and patient’s prognosis, immune cell infiltration, drug response, and genetic mutation data across different types of tumors using based on The Cancer Genome Atlas, Gene Expression Omnibus, and Oncomine database. Results: The results showed that the expression of the RUNX gene family varied among different cancer types, revealing its heterogeneity in cancers and that expression of RUNX2 was lower than that of RUNX1 and RUNX3 across all cancer types. RUNX gene family gene expression was related to prognosis in several cancers. Furthermore, our study revealed a clear association between RUNX gene family expression and ESTIMATE score, RNA stemness, and DNA stemness scores. Compared with RUNX1 and RUNX2, RUNX3 showed relatively low levels of genetic alterations. RUNX gene family genes had clear associations with immune infiltrate subtypes, and their expression was positively related to immune checkpoint genes and drug sensitivity in most cases. Two immunotherapy cohorts confirm that the expression of RUNX was correlated with the clinical response of immunotherapy. Conclusions: These findings will help to elucidate the potential oncogenic roles of RUNX gene family genes in different types of cancer and it can function as a prognostic marker in various malignant tumors.
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Affiliation(s)
- Han Zhao
- Department of Ophthalmology, Eye, Ear, Nose, and Throat Hospital of Fudan University, Shanghai 200000, Shanghai, China.,Laboratory of Myopia, NHC Key Laboratory of Myopia, Fudan University, Chinese Academy of Medical Sciences, Shanghai 200000, Shanghai, China.,Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai 200000, Shanghai, China
| | - Yun Chen
- Department of Stomatology, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Peijun Shen
- Department of Gastroenterology, The First Affiliated Hospital of Xinxiang Medical University, Weihui 453100, Henan, China
| | - Lan Gong
- Department of Ophthalmology, Eye, Ear, Nose, and Throat Hospital of Fudan University, Shanghai 200000, Shanghai, China.,Laboratory of Myopia, NHC Key Laboratory of Myopia, Fudan University, Chinese Academy of Medical Sciences, Shanghai 200000, Shanghai, China.,Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai 200000, Shanghai, China
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35
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RUNX1 inhibition using lipid nanoparticle-mediated siRNA delivery as an effective treatment for acute leukemias. Exp Hematol 2022; 112-113:1-8. [DOI: 10.1016/j.exphem.2022.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 05/16/2022] [Accepted: 05/17/2022] [Indexed: 11/19/2022]
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36
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Hayashi Y, Harada Y, Harada H. Myeloid neoplasms and clonal hematopoiesis from the RUNX1 perspective. Leukemia 2022; 36:1203-1214. [PMID: 35354921 DOI: 10.1038/s41375-022-01548-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 03/03/2022] [Accepted: 03/11/2022] [Indexed: 12/17/2022]
Abstract
RUNX1 is a critical transcription factor for the emergence of definitive hematopoiesis and the precise regulation of adult hematopoiesis. Dysregulation of its regulatory network causes aberrant hematopoiesis. Recurrent genetic alterations in RUNX1, including chromosomal translocations and mutations, have been identified in both inherited and sporadic diseases. Recent genomic studies have revealed a vast mutational landscape surrounding genetic alterations in RUNX1. Accumulating pieces of evidence also indicate the leukemogenic role of wild-type RUNX1 in certain situations. Based on these efforts, part of the molecular mechanisms of disease development as a consequence of dysregulated RUNX1-regulatory networks have become increasingly evident. This review highlights the recent advances in the field of RUNX1 research and discusses the critical roles of RUNX1 in hematopoiesis and the pathobiological function of its alterations in the context of disease, particularly myeloid neoplasms, and clonal hematopoiesis.
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Affiliation(s)
- Yoshihiro Hayashi
- Laboratory of Oncology, School of Life Sciences, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Yuka Harada
- Laboratory of Oncology, School of Life Sciences, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan.,Department of Clinical Laboratory, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Hironori Harada
- Laboratory of Oncology, School of Life Sciences, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan.
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37
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Mouse Models of Frequently Mutated Genes in Acute Myeloid Leukemia. Cancers (Basel) 2021; 13:cancers13246192. [PMID: 34944812 PMCID: PMC8699817 DOI: 10.3390/cancers13246192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 11/24/2021] [Accepted: 11/30/2021] [Indexed: 01/19/2023] Open
Abstract
Acute myeloid leukemia is a clinically and biologically heterogeneous blood cancer with variable prognosis and response to conventional therapies. Comprehensive sequencing enabled the discovery of recurrent mutations and chromosomal aberrations in AML. Mouse models are essential to study the biological function of these genes and to identify relevant drug targets. This comprehensive review describes the evidence currently available from mouse models for the leukemogenic function of mutations in seven functional gene groups: cell signaling genes, epigenetic modifier genes, nucleophosmin 1 (NPM1), transcription factors, tumor suppressors, spliceosome genes, and cohesin complex genes. Additionally, we provide a synergy map of frequently cooperating mutations in AML development and correlate prognosis of these mutations with leukemogenicity in mouse models to better understand the co-dependence of mutations in AML.
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38
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Chow S, Tang K, Al-Abri M, Hall V, Tremblay-Lemay R, Rashedi I, Tsui H, Chan SM. RUNX1 mutations correlate with response to venetoclax combination therapies in relapsed/refractory acute myeloid leukemia. Leuk Res 2021; 111:106735. [PMID: 34735933 DOI: 10.1016/j.leukres.2021.106735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 10/15/2021] [Accepted: 10/20/2021] [Indexed: 10/20/2022]
Affiliation(s)
- Signy Chow
- Division of Medical Oncology and Hematology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada.
| | - Kenny Tang
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Center, Toronto, Canada
| | - Mahmood Al-Abri
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Center, Toronto, Canada
| | - Victoria Hall
- Transplant Infectious Diseases and Ajmera Transplant Centre, University Health Network, Toronto, Canada
| | - Rosemarie Tremblay-Lemay
- Laboratory Medicine Program, Toronto General Hospital, University Health Network, Toronto, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Iran Rashedi
- Division of Hematological Pathology, Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Hubert Tsui
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada; Division of Hematological Pathology, Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Steven M Chan
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Center, Toronto, Canada
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39
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Bolandi SM, Pakjoo M, Beigi P, Kiani M, Allahgholipour A, Goudarzi N, Khorashad JS, Eiring AM. A Role for the Bone Marrow Microenvironment in Drug Resistance of Acute Myeloid Leukemia. Cells 2021; 10:2833. [PMID: 34831055 PMCID: PMC8616250 DOI: 10.3390/cells10112833] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 02/08/2023] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease with a poor prognosis and remarkable resistance to chemotherapeutic agents. Understanding resistance mechanisms against currently available drugs helps to recognize the therapeutic obstacles. Various mechanisms of resistance to chemotherapy or targeted inhibitors have been described for AML cells, including a role for the bone marrow niche in both the initiation and persistence of the disease, and in drug resistance of the leukemic stem cell (LSC) population. The BM niche supports LSC survival through direct and indirect interactions among the stromal cells, hematopoietic stem/progenitor cells, and leukemic cells. Additionally, the BM niche mediates changes in metabolic and signal pathway activation due to the acquisition of new mutations or selection and expansion of a minor clone. This review briefly discusses the role of the BM microenvironment and metabolic pathways in resistance to therapy, as discovered through AML clinical studies or cell line and animal models.
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Affiliation(s)
- Seyed Mohammadreza Bolandi
- Department of Immunology, Razi Vaccine and Sera Research Institute, Karaj, Iran; (S.M.B.); (N.G.)
- Department of Pharmacology, Karaj Branch, Islamic Azad University, Karaj, Iran; (M.K.); (A.A.)
| | - Mahdi Pakjoo
- Department of Hematology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran; (M.P.); (P.B.)
| | - Peyman Beigi
- Department of Hematology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran; (M.P.); (P.B.)
| | - Mohammad Kiani
- Department of Pharmacology, Karaj Branch, Islamic Azad University, Karaj, Iran; (M.K.); (A.A.)
| | - Ali Allahgholipour
- Department of Pharmacology, Karaj Branch, Islamic Azad University, Karaj, Iran; (M.K.); (A.A.)
| | - Negar Goudarzi
- Department of Immunology, Razi Vaccine and Sera Research Institute, Karaj, Iran; (S.M.B.); (N.G.)
| | - Jamshid S. Khorashad
- Centre for Haematology, Hammersmith Hospital, Imperial College London, London W12 0HS, UK;
| | - Anna M. Eiring
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center at El Paso, El Paso, TX 79905, USA
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40
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Zhang L, Cai T, Lin X, Huang X, Bui MH, Plotnik JP, Bellin RJ, Faivre EJ, Kuruvilla VM, Lam LT, Lu X, Zha Z, Feng W, Hessler P, Uziel T, Zhang Q, Cavazos A, Han L, Ferguson DC, Mehta G, Shanmugavelandy SS, Magoc TJ, Rowe J, Goodwin NC, Dorritie KA, Boyiadzis M, Albert DH, McDaniel KF, Kati WM, Konopleva M, Shen Y. Selective Inhibition of the Second Bromodomain of BET Family Proteins Results in Robust Antitumor Activity in Preclinical Models of Acute Myeloid Leukemia. Mol Cancer Ther 2021; 20:1809-1819. [PMID: 34253595 DOI: 10.1158/1535-7163.mct-21-0029] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 03/31/2021] [Accepted: 06/29/2021] [Indexed: 11/16/2022]
Abstract
Dual bromodomain BET inhibitors that bind with similar affinities to the first and second bromodomains across BRD2, BRD3, BRD4, and BRDT have displayed modest activity as monotherapy in clinical trials. Thrombocytopenia, closely followed by symptoms characteristic of gastrointestinal toxicity, have presented as dose-limiting adverse events that may have prevented escalation to higher dose levels required for more robust efficacy. ABBV-744 is a highly selective inhibitor for the second bromodomain of the four BET family proteins. In contrast to the broad antiproliferative activities observed with dual bromodomain BET inhibitors, ABBV-744 displayed significant antiproliferative activities largely although not exclusively in cancer cell lines derived from acute myeloid leukemia and androgen receptor positive prostate cancer. Studies in acute myeloid leukemia xenograft models demonstrated antitumor efficacy for ABBV-744 that was comparable with the pan-BET inhibitor ABBV-075 but with an improved therapeutic index. Enhanced antitumor efficacy was also observed with the combination of ABBV-744 and the BCL-2 inhibitor, venetoclax compared with monotherapies of either agent alone. These results collectively support the clinical evaluation of ABBV-744 in AML (Clinical Trials.gov identifier: NCT03360006).
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MESH Headings
- Animals
- Antineoplastic Agents/pharmacology
- Apoptosis
- Bridged Bicyclo Compounds, Heterocyclic/pharmacology
- Cell Proliferation
- Drug Therapy, Combination
- Female
- Humans
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/metabolism
- Leukemia, Myeloid, Acute/pathology
- Mice
- Mice, Inbred NOD
- Mice, SCID
- Proteins/antagonists & inhibitors
- Proto-Oncogene Proteins c-bcl-2/antagonists & inhibitors
- Pyridines/pharmacology
- Pyrroles/pharmacology
- Sulfonamides/pharmacology
- Tumor Cells, Cultured
- Xenograft Model Antitumor Assays
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Affiliation(s)
- Lu Zhang
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Tianyu Cai
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiaoyu Lin
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Xiaoli Huang
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Mai H Bui
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | | | | | - Emily J Faivre
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Vinitha M Kuruvilla
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lloyd T Lam
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Xin Lu
- Genomic Research Center, AbbVie Inc., North Chicago, Illinois
| | - Zheng Zha
- Cyteir Therapeutics, 128 Spring Street, Lexington, Massachusetts
| | - Weiguo Feng
- Genomic Research Center, AbbVie Inc., North Chicago, Illinois
| | | | - Tamar Uziel
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Qi Zhang
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Antonio Cavazos
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lina Han
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Gaurav Mehta
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | | | - Terrance J Magoc
- Cyteir Therapeutics, 128 Spring Street, Lexington, Massachusetts
| | - Jenny Rowe
- Charles River Laboratories, Wilmington, Massachusetts
| | | | - Kathleen A Dorritie
- Division of Hematology/Oncology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael Boyiadzis
- Division of Hematology/Oncology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | | | - Warren M Kati
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois
| | - Marina Konopleva
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Yu Shen
- Oncology Discovery, AbbVie Inc., North Chicago, Illinois.
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41
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Liu S, Yang J, Sun G, Zhang Y, Cheng C, Xu J, Yen K, Lu T. RUNX1 Upregulates CENPE to Promote Leukemic Cell Proliferation. Front Mol Biosci 2021; 8:692880. [PMID: 34434964 PMCID: PMC8381024 DOI: 10.3389/fmolb.2021.692880] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 07/26/2021] [Indexed: 11/17/2022] Open
Abstract
RUNX1 is a Runt family transcription factor that plays a critical role in normal hematopoiesis, including the differentiation and proliferation of hematopoietic cells. RUNX1 mutations, including chromosomal translocations, cause abnormal cell differentiation, but the mutation alone is not sufficient to cause leukemia. In MLL-fusion-induced leukemia, dysregulated wild-type RUNX1 can promote leukemia survival. Nevertheless, the underlying mechanisms of dysregulated wild-type RUNX1 in leukemia development have not been fully elucidated. This study overexpressed and knocked down RUNX1 expression in THP-1 human leukemia cells and CD34+ hematopoietic stem/progenitor cells to investigate the biological functions affected by dysregulated RUNX1. Our data indicated RUNX1 facilitated proliferation to promote leukemia cell growth. Furthermore, we demonstrated that RUNX1 knockdown in leukemia cells drastically diminished colony-forming ability. Finally, the RUNX1-knocked down cell depletion phenotype could be rescued by overexpression of CENPE, a cell proliferation gene and a RUNX1 direct target gene. Our results indicate a possible mechanism involving the RUNX1-CENPE axis on promoting leukemic cell growth.
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Affiliation(s)
- Shan Liu
- School of Biology and Biological Engineering, Southern China University of Technology, Guangzhou, China.,State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Jianyu Yang
- Department of Developmental Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Guohuan Sun
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Yawen Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Cong Cheng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.,Department of Cell Biology, Tianjin Medical University, Tianjin, China
| | - Jin Xu
- Division of Cell, Developmental and Integrative, School of Medicine, Southern China University of Technology, Guangzhou, China
| | - Kuangyu Yen
- Department of Developmental Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Ting Lu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
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42
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Rada M, Kapelanski-Lamoureux A, Petrillo S, Tabariès S, Siegel P, Reynolds AR, Lazaris A, Metrakos P. Runt related transcription factor-1 plays a central role in vessel co-option of colorectal cancer liver metastases. Commun Biol 2021; 4:950. [PMID: 34376784 PMCID: PMC8355374 DOI: 10.1038/s42003-021-02481-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 06/17/2021] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer liver metastasis (CRCLM) has two major histopathological growth patterns: angiogenic desmoplastic and non-angiogenic replacement. The replacement lesions obtain their blood supply through vessel co-option, wherein the cancer cells hijack pre-existing blood vessels of the surrounding liver tissue. Consequentially, anti-angiogenic therapies are less efficacious in CRCLM patients with replacement lesions. However, the mechanisms which drive vessel co-option in the replacement lesions are unknown. Here, we show that Runt Related Transcription Factor-1 (RUNX1) overexpression in the cancer cells of the replacement lesions drives cancer cell motility via ARP2/3 to achieve vessel co-option. Furthermore, overexpression of RUNX1 in the cancer cells is mediated by Transforming Growth Factor Beta-1 (TGFβ1) and thrombospondin 1 (TSP1). Importantly, RUNX1 knockdown impaired the metastatic capability of colorectal cancer cells in vivo and induced the development of angiogenic lesions in liver. Our results confirm that RUNX1 may be a potential target to overcome vessel co-option in CRCLM.
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Affiliation(s)
- Miran Rada
- Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada
| | | | - Stephanie Petrillo
- Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada
| | - Sébastien Tabariès
- Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada
| | - Peter Siegel
- Rosalind and Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada
| | | | - Anthoula Lazaris
- Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada
| | - Peter Metrakos
- Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada.
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43
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Zhao Y, Zhang T, Zhao Y, Zhou J. Distinct association of RUNX family expression with genetic alterations and clinical outcome in acute myeloid leukemia. Cancer Biomark 2021; 29:387-397. [PMID: 32741803 DOI: 10.3233/cbm-200016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND The runt-related transcription factor family (RUNXs) including RUNX1, RUNX2, and RUNX3 are key transcriptional regulators in normal hematopoiesis. RUNXs dysregulations caused by aberrant expression or mutation are frequently seen in various human cancers especially in acute myeloid leukemia (AML). OBJECTIVE We systemically analyzed the expression of RUNXs and their relationship with clinic-pathological features and prognosis in AML patients. METHODS Expression of RUNXs was analyzed between AML patients and normal controls from The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) projects. Correlations between RUNXs expression and clinical features together with survival were further analyzed. RESULTS All RUNXs expression in AML patients was significantly increased as compared with controls. RUNXs expression was found to be significantly associated with genetic abnormalities such as RUNX1 mutation, t(8;21) and inv(16)/t(16;16). By Kaplan-Meier analysis, only RUNX3 overexpression was associated with shorter overall survival (OS) and disease-free survival (DFS) among non-M3 AML patients. Notably, in high RUNX3 expression groups, patients received hematopoietic stem cell transplantation (HSCT) had markedly better OS and DFS than patients without HSCT among both all AML and non-M3 AML. In low RUNX3 expression groups, there were no significant differences in OS and DFS between HSCT and non-HSCT groups among both all AML and non-M3 AML. In addition, a total of 835 differentially expressed genes and 69 differentially expressed microRNAs were identified to be correlated with RUNX3 expression in AML. CONCLUSION RUNXs overexpression was a frequent event in AML, and was closely associated with diverse genetic alterations. Moreover, RUNX3 expression may be associated with clinical outcome, and helpful for guiding treatment choice between HSCT and chemotherapy in AML.
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Affiliation(s)
- Yangli Zhao
- Department of Hematology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu, China.,Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, Jiangsu, China.,Zhenjiang Medical School, Nanjing Medical University, Zhenjiang, Jiangsu, China.,Department of Hematology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Tingjuan Zhang
- Department of Hematology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu, China.,Zhenjiang Medical School, Nanjing Medical University, Zhenjiang, Jiangsu, China.,Zhenjiang Clinical Research Center of Hematology, Zhenjiang, Jiangsu, China.,The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Zhenjiang, Jiangsu, China.,Department of Hematology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Yangjing Zhao
- Department of Immunology, Key Laboratory of Medical Science and Laboratory Medicine of Jiangsu Province, School of Medicine, Jiangsu University, Zhenjiang, China
| | - Jingdong Zhou
- Department of Hematology, Affiliated People's Hospital of Jiangsu University, Zhenjiang, Jiangsu, China.,Zhenjiang Medical School, Nanjing Medical University, Zhenjiang, Jiangsu, China.,Zhenjiang Clinical Research Center of Hematology, Zhenjiang, Jiangsu, China.,The Key Lab of Precision Diagnosis and Treatment in Hematologic Malignancies of Zhenjiang City, Zhenjiang, Jiangsu, China
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44
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Mediator subunit MED1 is required for E2A-PBX1-mediated oncogenic transcription and leukemic cell growth. Proc Natl Acad Sci U S A 2021; 118:1922864118. [PMID: 33542097 DOI: 10.1073/pnas.1922864118] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
The chimeric transcription factor E2A-PBX1, containing the N-terminal activation domains of E2A fused to the C-terminal DNA-binding domain of PBX1, results in 5% of pediatric acute lymphoblastic leukemias (ALL). We recently have reported a mechanism for RUNX1-dependent recruitment of E2A-PBX1 to chromatin in pre-B leukemic cells; but the subsequent E2A-PBX1 functions through various coactivators and the general transcriptional machinery remain unclear. The Mediator complex plays a critical role in cell-specific gene activation by serving as a key coactivator for gene-specific transcription factors that facilitates their function through the RNA polymerase II transcriptional machinery, but whether Mediator contributes to aberrant expression of E2A-PBX1 target genes remains largely unexplored. Here we show that Mediator interacts directly with E2A-PBX1 through an interaction of the MED1 subunit with an E2A activation domain. Results of MED1 depletion by CRISPR/Cas9 further indicate that MED1 is specifically required for E2A-PBX1-dependent gene activation and leukemic cell growth. Integrated transcriptome and cistrome analyses identify pre-B cell receptor and cell cycle regulatory genes as direct cotargets of MED1 and E2A-PBX1. Notably, complementary biochemical analyses also demonstrate that recruitment of E2A-PBX1 to a target DNA template involves a direct interaction with DNA-bound RUNX1 that can be further stabilized by EBF1. These findings suggest that E2A-PBX1 interactions with RUNX1 and MED1/Mediator are of functional importance for both gene-specific transcriptional activation and maintenance of E2A-PBX1-driven leukemia. The MED1 dependency for E2A-PBX1-mediated gene activation and leukemogenesis may provide a potential therapeutic opportunity by targeting MED1 in E2A-PBX1+ pre-B leukemia.
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45
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A CRISPR RNA-binding protein screen reveals regulators of RUNX1 isoform generation. Blood Adv 2021; 5:1310-1323. [PMID: 33656539 DOI: 10.1182/bloodadvances.2020002090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 01/19/2021] [Indexed: 11/20/2022] Open
Abstract
The proper balance of hematopoietic stem cell (HSC) self-renewal and differentiation is critical for normal hematopoiesis and is disrupted in hematologic malignancy. Among regulators of HSC fate, transcription factors have a well-defined central role, and mutations promote malignant transformation. More recently, studies have illuminated the importance of posttranscriptional regulation by RNA-binding proteins (RBPs) in hematopoiesis and leukemia development. However, the RBPs involved and the breadth of regulation are only beginning to be elucidated. Furthermore, the intersection between posttranscriptional regulation and hematopoietic transcription factor function is poorly understood. Here, we studied the posttranscriptional regulation of RUNX1, a key hematopoietic transcription factor. Alternative polyadenylation (APA) of RUNX1 produces functionally antagonistic protein isoforms (RUNX1a vs RUNX1b/c) that mediate HSC self-renewal vs differentiation, an RNA-processing event that is dysregulated in malignancy. Consequently, RBPs that regulate this event directly contribute to healthy and aberrant hematopoiesis. We modeled RUNX1 APA using a split GFP minigene reporter and confirmed the sensitivity of our model to detect changes in RNA processing. We used this reporter in a clustered regularly interspaced short palindromic repeats (CRISPR) screen consisting of single guide RNAs exclusively targeting RBPs and uncovered HNRNPA1 and KHDRBS1 as antagonistic regulators of RUNX1a isoform generation. Overall, our study provides mechanistic insight into the posttranscriptional regulation of a key hematopoietic transcription factor and identifies RBPs that may have widespread and important functions in hematopoiesis.
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46
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An update on the molecular pathogenesis and potential therapeutic targeting of AML with t(8;21)(q22;q22.1);RUNX1-RUNX1T1. Blood Adv 2021; 4:229-238. [PMID: 31935293 DOI: 10.1182/bloodadvances.2019000168] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Accepted: 11/22/2019] [Indexed: 02/07/2023] Open
Abstract
Acute myeloid leukemia (AML) with t(8;21)(q22;q22.1);RUNX1-RUNX1T1, one of the core-binding factor leukemias, is one of the most common subtypes of AML with recurrent genetic abnormalities and is associated with a favorable outcome. The translocation leads to the formation of a pathological RUNX1-RUNX1T1 fusion that leads to the disruption of the normal function of the core-binding factor, namely, its role in hematopoietic differentiation and maturation. The consequences of this alteration include the recruitment of repressors of transcription, thus blocking the expression of genes involved in hematopoiesis, and impaired apoptosis. A number of concurrent and cooperating mutations clearly play a role in modulating the proliferative potential of cells, including mutations in KIT, FLT3, and possibly JAK2. RUNX1-RUNX1T1 also appears to interact with microRNAs during leukemogenesis. Epigenetic factors also play a role, especially with the recruitment of histone deacetylases. A better understanding of the concurrent mutations, activated pathways, and epigenetic modulation of the cellular processes paves the way for exploring a number of approaches to achieve cure. Potential approaches include the development of small molecules targeting the RUNX1-RUNX1T1 protein, the use of tyrosine kinase inhibitors such as dasatinib and FLT3 inhibitors to target mutations that lead to a proliferative advantage of the leukemic cells, and experimentation with epigenetic therapies. In this review, we unravel some of the recently described molecular pathways and explore potential therapeutic strategies.
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47
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Wesely J, Kotini AG, Izzo F, Luo H, Yuan H, Sun J, Georgomanoli M, Zviran A, Deslauriers AG, Dusaj N, Nimer SD, Leslie C, Landau DA, Kharas MG, Papapetrou EP. Acute Myeloid Leukemia iPSCs Reveal a Role for RUNX1 in the Maintenance of Human Leukemia Stem Cells. Cell Rep 2021; 31:107688. [PMID: 32492433 DOI: 10.1016/j.celrep.2020.107688] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 03/12/2020] [Accepted: 05/04/2020] [Indexed: 12/19/2022] Open
Abstract
Leukemia stem cells (LSCs) are believed to have more distinct vulnerabilities than the bulk acute myeloid leukemia (AML) cells, but their rarity and the lack of universal markers for their prospective isolation hamper their study. We report that genetically clonal induced pluripotent stem cells (iPSCs) derived from an AML patient and characterized by exceptionally high engraftment potential give rise, upon hematopoietic differentiation, to a phenotypic hierarchy. Through fate-tracking experiments, xenotransplantation, and single-cell transcriptomics, we identify a cell fraction (iLSC) that can be isolated prospectively by means of adherent in vitro growth that resides on the apex of this hierarchy and fulfills the hallmark features of LSCs. Through integrative genomic studies of the iLSC transcriptome and chromatin landscape, we derive an LSC gene signature that predicts patient survival and uncovers a dependency of LSCs, across AML genotypes, on the RUNX1 transcription factor. These findings can empower efforts to therapeutically target AML LSCs.
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Affiliation(s)
- Josephine Wesely
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andriana G Kotini
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Franco Izzo
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA; New York Genome Center, New York, NY, USA
| | - Hanzhi Luo
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Center for Cell Engineering, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Center for Stem Cell Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Han Yuan
- Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jun Sun
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Maria Georgomanoli
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Asaf Zviran
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA; New York Genome Center, New York, NY, USA
| | - André G Deslauriers
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Biotech Research and Innovation Center, University of Copenhagen, Denmark; Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Neville Dusaj
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA; New York Genome Center, New York, NY, USA
| | - Stephen D Nimer
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Christina Leslie
- Computational Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Dan A Landau
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA; New York Genome Center, New York, NY, USA
| | - Michael G Kharas
- Molecular Pharmacology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Center for Cell Engineering, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Center for Stem Cell Biology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Center for Experimental Therapeutics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Eirini P Papapetrou
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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48
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Gonzales F, Barthélémy A, Peyrouze P, Fenwarth L, Preudhomme C, Duployez N, Cheok MH. Targeting RUNX1 in acute myeloid leukemia: preclinical innovations and therapeutic implications. Expert Opin Ther Targets 2021; 25:299-309. [PMID: 33906574 DOI: 10.1080/14728222.2021.1915991] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Introduction: RUNX1 is an essential transcription factor for normal and malignant hematopoiesis. RUNX1 forms a heterodimeric complex with CBFB. Germline mutations and somatic alterations (i.e. translocations, mutations and abnormal expression) are frequently associated with acute myeloid leukemia (AML) with RUNX1 mutations conferring unfavorable prognosis. Therefore, RUNX1 constitutes a potential innovative and interesting therapeutic target. In this review, we discuss recent therapeutic advances of RUNX1 targeting in AML.Areas covered: Firstly, we cover the clinical basis for RUNX1 targeting. We have subdivided recent therapeutic approaches either by common biochemical pathways or by similar pharmacological targets. Genome editing of RUNX1 induces anti-leukemic effects; however, off-target events prohibit clinical use. Several molecules inhibit the interaction between RUNX1/CBFB and control AML development and progression. BET protein antagonists target RUNX1 (i.e. specific BET inhibitors, BRD4 shRNRA, proteolysis targeting chimeras (PROTAC) or expression-mimickers). All these molecules improve survival in mutant RUNX1 AML preclinical models.Expert opinion: Some of these novel molecules have shown encouraging anti-leukemic potency at the preclinical stage. A better understanding of RUNX1 function in AML development and progression and its key downstream pathways, may result in more precise and more efficient RUNX1 targeting therapies.
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Affiliation(s)
- Fanny Gonzales
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Pediatric Hematology Department, University Hospital of Lille, Lille, France
| | - Adeline Barthélémy
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France
| | - Pauline Peyrouze
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France
| | - Laurène Fenwarth
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Laboratory of Hematology, CHU Lille, Lille, France
| | - Claude Preudhomme
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Laboratory of Hematology, CHU Lille, Lille, France
| | - Nicolas Duployez
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France.,Laboratory of Hematology, CHU Lille, Lille, France
| | - Meyling H Cheok
- Factors of Leukemic cell Persistence, Univ. Lille, CNRS, Inserm, CHU Lille, IRCL, Canther, Lille, France
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49
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Matthijssens F, Sharma ND, Nysus M, Nickl CK, Kang H, Perez DR, Lintermans B, Van Loocke W, Roels J, Peirs S, Demoen L, Pieters T, Reunes L, Lammens T, De Moerloose B, Van Nieuwerburgh F, Deforce DL, Cheung LC, Kotecha RS, Risseeuw MD, Van Calenbergh S, Takarada T, Yoneda Y, van Delft FW, Lock RB, Merkley SD, Chigaev A, Sklar LA, Mullighan CG, Loh ML, Winter SS, Hunger SP, Goossens S, Castillo EF, Ornatowski W, Van Vlierberghe P, Matlawska-Wasowska K. RUNX2 regulates leukemic cell metabolism and chemotaxis in high-risk T cell acute lymphoblastic leukemia. J Clin Invest 2021; 131:141566. [PMID: 33555272 DOI: 10.1172/jci141566] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 01/20/2021] [Indexed: 12/17/2022] Open
Abstract
T cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematologic malignancy with inferior outcome compared with that of B cell ALL. Here, we show that Runt-related transcription factor 2 (RUNX2) was upregulated in high-risk T-ALL with KMT2A rearrangements (KMT2A-R) or an immature immunophenotype. In KMT2A-R cells, we identified RUNX2 as a direct target of the KMT2A chimeras, where it reciprocally bound the KMT2A promoter, establishing a regulatory feed-forward mechanism. Notably, RUNX2 was required for survival of immature and KMT2A-R T-ALL cells in vitro and in vivo. We report direct transcriptional regulation of CXCR4 signaling by RUNX2, thereby promoting chemotaxis, adhesion, and homing to medullary and extramedullary sites. RUNX2 enabled these energy-demanding processes by increasing metabolic activity in T-ALL cells through positive regulation of both glycolysis and oxidative phosphorylation. Concurrently, RUNX2 upregulation increased mitochondrial dynamics and biogenesis in T-ALL cells. Finally, as a proof of concept, we demonstrate that immature and KMT2A-R T-ALL cells were vulnerable to pharmacological targeting of the interaction between RUNX2 and its cofactor CBFβ. In conclusion, we show that RUNX2 acts as a dependency factor in high-risk subtypes of human T-ALL through concomitant regulation of tumor metabolism and leukemic cell migration.
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Affiliation(s)
- Filip Matthijssens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Nitesh D Sharma
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Monique Nysus
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Christian K Nickl
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Huining Kang
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Dominique R Perez
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,University of New Mexico Center for Molecular Discovery, Albuquerque, New Mexico, USA
| | - Beatrice Lintermans
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Wouter Van Loocke
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Juliette Roels
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Sofie Peirs
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Lisa Demoen
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Tim Pieters
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Lindy Reunes
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Tim Lammens
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Barbara De Moerloose
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | | | - Dieter L Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Laurence C Cheung
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia.,School of Pharmacy and Biomedical Sciences, Curtin University, Perth, Western Australia, Australia
| | - Rishi S Kotecha
- Telethon Kids Cancer Centre, Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia.,School of Pharmacy and Biomedical Sciences, Curtin University, Perth, Western Australia, Australia
| | - Martijn Dp Risseeuw
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Laboratory for Medicinal Chemistry, Ghent University, Ghent, Belgium
| | - Serge Van Calenbergh
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Laboratory for Medicinal Chemistry, Ghent University, Ghent, Belgium
| | - Takeshi Takarada
- Department of Regenerative Science, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Yukio Yoneda
- Department of Pharmacology, Osaka University Graduate School of Dentistry, Suita, Japan
| | - Frederik W van Delft
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Richard B Lock
- Children's Cancer Institute, School of Women's and Children's Health, Lowy Cancer Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Seth D Merkley
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | - Alexandre Chigaev
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,University of New Mexico Center for Molecular Discovery, Albuquerque, New Mexico, USA
| | - Larry A Sklar
- Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA.,University of New Mexico Center for Molecular Discovery, Albuquerque, New Mexico, USA
| | - Charles G Mullighan
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Mignon L Loh
- Department of Pediatrics, Benioff Children's Hospital, UCSF, San Francisco, California, USA
| | - Stuart S Winter
- Cancer and Blood Disorders Program, Children's Minnesota, Minneapolis, Minnesota, USA
| | - Stephen P Hunger
- Department of Pediatrics and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia and the Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Steven Goossens
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Eliseo F Castillo
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA
| | | | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium
| | - Ksenia Matlawska-Wasowska
- Department of Pediatrics, Division of Hematology-Oncology, University of New Mexico Health Sciences Center, Albuquerque, New Mexico, USA.,Comprehensive Cancer Center, University of New Mexico, Albuquerque, New Mexico, USA
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50
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Liu S, Cui Q, Dai H, Song B, Cui W, Xue S, Qiu H, Miao M, Jin Z, Li C, Fu C, Wang Y, Sun A, Chen S, Zhu X, Wu D, Tang X. Early T-Cell Precursor Acute Lymphoblastic Leukemia and T/Myeloid Mixed Phenotype Acute Leukemia Possess Overlapping Characteristics and Both Benefit From CAG-Like Regimens and Allogeneic Hematopoietic Stem Cell Transplantation. Transplant Cell Ther 2021; 27:481.e1-481.e7. [PMID: 33785365 DOI: 10.1016/j.jtct.2021.02.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 02/17/2021] [Accepted: 02/21/2021] [Indexed: 11/18/2022]
Abstract
Early T-cell precursor acute lymphoblastic leukemia (ETP-ALL) and T-lymphoid/myeloid mixed phenotype acute leukemia (T/M-MPAL) are closely related entities and remain a therapeutic challenge. In this study, we characterized the clinical features of 43 ETP-ALL and 41 T/M-MPAL patients and compared clinical outcomes and safety between cytarabine, aclarubicin, and granulocyte colony-stimulating factor (CAG)-like regimens in 34 patients and conventional ALL regimens in 50 patients. In our series, ETP-ALL and T/M-MPAL showed similar biological characteristics, immunophenotypes, genomic alterations, and outcomes. The complete remission (CR) rate and minimal residual disease (MRD)-negative CR rate of CAG-like regimens were significantly higher compared with conventional ALL regimens (CAG-like: 80.0% and 59.7%, respectively; P = .039; ALL: 51.4% and 31.3%, respectively; P = .048). Overall, 90.0% of cases (18/20) achieved CR using combined decitabine and CAG-like regimens. Additionally, CAG-like regimens had lower rates of grade 3 or 4 infection (18.8% vs. 38.2%; P = .059) and grade 1 or 2 hepatotoxicity (37.5% vs. 60.0%; P = .043) than conventional ALL regimens. The 38 patients who underwent allogeneic hematopoietic stem cell transplantation (allo-HSCT) in the first CR (CR1) had better overall survival (OS) and leukemia-free survival (LFS) than the 11 patients who underwent allo-HSCT in the second CR (CR2) or in no remission (median OS not reached vs. 7.6 months, P = .0004; median LFS not reached vs. 11.6 months, P = .0008). There was a significant difference in 3-year OS (95.7% vs. 52.5%; P = .0039) and LFS (95.8% vs. 43.5%; P = .0003) after allo-HSCT between pre-transplant MRD-negative and MRD-positive patients. The median OS for patients without allo-HSCT was 32.1 months in the CAG-like group compared with 12.1 months in the non-CAG-like group (P = .019). These findings suggest that ETP-ALL and T/M-MPAL possess overlapping characteristics and CAG-like regimens improve their clinical outcomes.
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Affiliation(s)
- Sining Liu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Qingya Cui
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Haiping Dai
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Baoquan Song
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Wei Cui
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Shengli Xue
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Huiying Qiu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Miao Miao
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Zhengming Jin
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Caixia Li
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Chengcheng Fu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Ying Wang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Aining Sun
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Suning Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiaming Zhu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Depei Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China.
| | - Xiaowen Tang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China; Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China.
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