1
|
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 DOI: 10.1016/j.celrep.2024.114436] [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: 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.
Collapse
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.
| |
Collapse
|
2
|
Chen H, Wang S, Zhang X, Hua X, Liu M, Wang Y, Wu S, He W. Pharmacological inhibition of RUNX1 reduces infarct size after acute myocardial infarction in rats and underlying mechanism revealed by proteomics implicates repressed cathepsin levels. Funct Integr Genomics 2024; 24:113. [PMID: 38862712 PMCID: PMC11166773 DOI: 10.1007/s10142-024-01391-2] [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: 03/15/2024] [Revised: 05/31/2024] [Accepted: 06/05/2024] [Indexed: 06/13/2024]
Abstract
Myocardial infarction (MI) results in prolonged ischemia and the subsequent cell death leads to heart failure which is linked to increased deaths or hospitalizations. New therapeutic targets are urgently needed to prevent cell death and reduce infarct size among patients with MI. Runt-related transcription factor-1 (RUNX1) is a master-regulator transcription factor intensively studied in the hematopoietic field. Recent evidence showed that RUNX1 has a critical role in cardiomyocytes post-MI. The increased RUNX1 expression in the border zone of the infarct heart contributes to decreased cardiac contractile function and can be therapeutically targeted to protect against adverse cardiac remodelling. This study sought to investigate whether pharmacological inhibition of RUNX1 function has an impact on infarct size following MI. In this work we demonstrate that inhibiting RUNX1 with a small molecule inhibitor (Ro5-3335) reduces infarct size in an in vivo rat model of acute MI. Proteomics study using data-independent acquisition method identified increased cathepsin levels in the border zone myocardium following MI, whereas heart samples treated by RUNX1 inhibitor present decreased cathepsin levels. Cathepsins are lysosomal proteases which have been shown to orchestrate multiple cell death pathways. Our data illustrate that inhibition of RUNX1 leads to reduced infarct size which is associated with the suppression of cathepsin expression. This study demonstrates that pharmacologically antagonizing RUNX1 reduces infarct size in a rat model of acute MI and unveils a link between RUNX1 and cathepsin-mediated cell death, suggesting that RUNX1 is a novel therapeutic target that could be exploited clinically to limit infarct size after an acute MI.
Collapse
Affiliation(s)
- Hengshu Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Si Wang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xiaoling Zhang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xing Hua
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Meng Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yanan Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Simiao Wu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Weihong He
- Department of Physiology, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, 610041, China.
| |
Collapse
|
3
|
Takasaki K, Chou ST. GATA1 in Normal and Pathologic Megakaryopoiesis and Platelet Development. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1459:261-287. [PMID: 39017848 DOI: 10.1007/978-3-031-62731-6_12] [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] [Indexed: 07/18/2024]
Abstract
GATA1 is a highly conserved hematopoietic transcription factor (TF), essential for normal erythropoiesis and megakaryopoiesis, that encodes a full-length, predominant isoform and an amino (N) terminus-truncated isoform GATA1s. It is consistently expressed throughout megakaryocyte development and interacts with its target genes either independently or in association with binding partners such as FOG1 (friend of GATA1). While the N-terminus and zinc finger have classically been demonstrated to be necessary for the normal regulation of platelet-specific genes, murine models, cell-line studies, and human case reports indicate that the carboxy-terminal activation domain and zinc finger also play key roles in precisely controlling megakaryocyte growth, proliferation, and maturation. Murine models have shown that disruptions to GATA1 increase the proliferation of immature megakaryocytes with abnormal architecture and impaired terminal differentiation into platelets. In humans, germline GATA1 mutations result in variable cytopenias, including macrothrombocytopenia with abnormal platelet aggregation and excessive bleeding tendencies, while acquired GATA1s mutations in individuals with trisomy 21 (T21) result in transient abnormal myelopoiesis (TAM) and myeloid leukemia of Down syndrome (ML-DS) arising from a megakaryocyte-erythroid progenitor (MEP). Taken together, GATA1 plays a key role in regulating megakaryocyte differentiation, maturation, and proliferative capacity. As sequencing and proteomic technologies expand, additional GATA1 mutations and regulatory mechanisms contributing to human diseases of megakaryocytes and platelets are likely to be revealed.
Collapse
Affiliation(s)
- Kaoru Takasaki
- Department of Pediatrics, Division of Hematology, University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Stella T Chou
- Department of Pediatrics, Division of Hematology, University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Pathology and Laboratory Medicine, Division of Transfusion Medicine, University of Pennsylvania Perelman School of Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| |
Collapse
|
4
|
Zhou L, Wu D, Zhou Y, Wang D, Fu H, Huang Q, Qin G, Chen J, Lv J, Lai S, Zhang H, Tang K, Ma J, Fiskesund R, Zhang Y, Zhang X, Huang B. Tumor cell-released kynurenine biases MEP differentiation into megakaryocytes in individuals with cancer by activating AhR-RUNX1. Nat Immunol 2023; 24:2042-2052. [PMID: 37919525 PMCID: PMC10681900 DOI: 10.1038/s41590-023-01662-3] [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: 03/05/2023] [Accepted: 09/27/2023] [Indexed: 11/04/2023]
Abstract
Tumor-derived factors are thought to regulate thrombocytosis and erythrocytopenia in individuals with cancer; however, such factors have not yet been identified. Here we show that tumor cell-released kynurenine (Kyn) biases megakaryocytic-erythroid progenitor cell (MEP) differentiation into megakaryocytes in individuals with cancer by activating the aryl hydrocarbon receptor-Runt-related transcription factor 1 (AhR-RUNX1) axis. During tumor growth, large amounts of Kyn from tumor cells are released into the periphery, where they are taken up by MEPs via the transporter SLC7A8. In the cytosol, Kyn binds to and activates AhR, leading to its translocation into the nucleus where AhR transactivates RUNX1, thus regulating MEP differentiation into megakaryocytes. In addition, activated AhR upregulates SLC7A8 in MEPs to induce positive feedback. Importantly, Kyn-AhR-RUNX1-regulated MEP differentiation was demonstrated in both humanized mice and individuals with cancer, providing potential strategies for the prevention of thrombocytosis and erythrocytopenia.
Collapse
Affiliation(s)
- Li Zhou
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China
| | - Dongxiao Wu
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China
| | - Yabo Zhou
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China
| | - Dianheng Wang
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China
| | - Haixia Fu
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China
| | - Qiusha Huang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China
| | - Guohui Qin
- Biotherapy Center and Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jie Chen
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China
| | - Jiadi Lv
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China
| | - Shaoyang Lai
- The Department of Obstetrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, China
| | - Huafeng Zhang
- Department of Pathology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ke Tang
- Department of Biochemistry and Molecular Biology, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jingwei Ma
- Department of Immunology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Roland Fiskesund
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Yi Zhang
- Biotherapy Center and Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Xiaohui Zhang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.
| | - Bo Huang
- Department of Immunology & National Key Laboratory of Medical Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, Beijing, China.
- Department of Biochemistry and Molecular Biology, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| |
Collapse
|
5
|
Rozen EJ, Ozeroff CD, Allen MA. RUN(X) out of blood: emerging RUNX1 functions beyond hematopoiesis and links to Down syndrome. Hum Genomics 2023; 17:83. [PMID: 37670378 PMCID: PMC10481493 DOI: 10.1186/s40246-023-00531-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 08/29/2023] [Indexed: 09/07/2023] Open
Abstract
BACKGROUND RUNX1 is a transcription factor and a master regulator for the specification of the hematopoietic lineage during embryogenesis and postnatal megakaryopoiesis. Mutations and rearrangements on RUNX1 are key drivers of hematological malignancies. In humans, this gene is localized to the 'Down syndrome critical region' of chromosome 21, triplication of which is necessary and sufficient for most phenotypes that characterize Trisomy 21. MAIN BODY Individuals with Down syndrome show a higher predisposition to leukemias. Hence, RUNX1 overexpression was initially proposed as a critical player on Down syndrome-associated leukemogenesis. Less is known about the functions of RUNX1 in other tissues and organs, although growing reports show important implications in development or homeostasis of neural tissues, muscle, heart, bone, ovary, or the endothelium, among others. Even less is understood about the consequences on these tissues of RUNX1 gene dosage alterations in the context of Down syndrome. In this review, we summarize the current knowledge on RUNX1 activities outside blood/leukemia, while suggesting for the first time their potential relation to specific Trisomy 21 co-occurring conditions. CONCLUSION Our concise review on the emerging RUNX1 roles in different tissues outside the hematopoietic context provides a number of well-funded hypotheses that will open new research avenues toward a better understanding of RUNX1-mediated transcription in health and disease, contributing to novel potential diagnostic and therapeutic strategies for Down syndrome-associated conditions.
Collapse
Affiliation(s)
- Esteban J Rozen
- Crnic Institute Boulder Branch, BioFrontiers Institute, University of Colorado Boulder, 3415 Colorado Ave., Boulder, CO, 80303, USA.
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, 12700 East 19th Avenue, Aurora, CO, 80045, USA.
| | - Christopher D Ozeroff
- Crnic Institute Boulder Branch, BioFrontiers Institute, University of Colorado Boulder, 3415 Colorado Ave., Boulder, CO, 80303, USA
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, 12700 East 19th Avenue, Aurora, CO, 80045, USA
- Department of Molecular, Cellular and Developmental Biology, University of Colorado Boulder, 1945 Colorado Ave., Boulder, CO, 80309, USA
| | - Mary Ann Allen
- Crnic Institute Boulder Branch, BioFrontiers Institute, University of Colorado Boulder, 3415 Colorado Ave., Boulder, CO, 80303, USA.
- Linda Crnic Institute for Down Syndrome, University of Colorado Anschutz Medical Campus, 12700 East 19th Avenue, Aurora, CO, 80045, USA.
| |
Collapse
|
6
|
Favaro P, Glass DR, Borges L, Baskar R, Reynolds W, Ho D, Bruce T, Tebaykin D, Scanlon VM, Shestopalov I, Bendall SC. Unravelling human hematopoietic progenitor cell diversity through association with intrinsic regulatory factors. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.30.555623. [PMID: 37693547 PMCID: PMC10491219 DOI: 10.1101/2023.08.30.555623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Hematopoietic stem and progenitor cell (HSPC) transplantation is an essential therapy for hematological conditions, but finer definitions of human HSPC subsets with associated function could enable better tuning of grafts and more routine, lower-risk application. To deeply phenotype HSPCs, following a screen of 328 antigens, we quantified 41 surface proteins and functional regulators on millions of CD34+ and CD34- cells, spanning four primary human hematopoietic tissues: bone marrow, mobilized peripheral blood, cord blood, and fetal liver. We propose more granular definitions of HSPC subsets and provide new, detailed differentiation trajectories of erythroid and myeloid lineages. These aspects of our revised human hematopoietic model were validated with corresponding epigenetic analysis and in vitro clonal differentiation assays. Overall, we demonstrate the utility of using molecular regulators as surrogates for cellular identity and functional potential, providing a framework for description, prospective isolation, and cross-tissue comparison of HSPCs in humans.
Collapse
Affiliation(s)
- Patricia Favaro
- Department of Pathology, Stanford University
- These authors contributed equally
| | - David R. Glass
- Department of Pathology, Stanford University
- Immunology Graduate Program, Stanford University
- Present address: Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- These authors contributed equally
| | - Luciene Borges
- Department of Pathology, Stanford University
- Present address: Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
- These authors contributed equally
| | - Reema Baskar
- Department of Pathology, Stanford University
- Present address: Genome Institute of Singapore
| | | | - Daniel Ho
- Department of Pathology, Stanford University
| | | | | | - Vanessa M. Scanlon
- Department of Laboratory Medicine, Yale School of Medicine
- Present address: Center for Regenerative Medicine and Skeletal Biology, University of Connecticut Health
| | | | - Sean C. Bendall
- Department of Pathology, Stanford University
- Immunology Graduate Program, Stanford University
- Lead author
| |
Collapse
|
7
|
Lomov NA, Viushkov VS, Rubtsov MA. Mechanisms of Secondary Leukemia Development Caused by Treatment with DNA Topoisomerase Inhibitors. BIOCHEMISTRY. BIOKHIMIIA 2023; 88:892-911. [PMID: 37751862 DOI: 10.1134/s0006297923070040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/14/2023] [Accepted: 04/20/2023] [Indexed: 09/28/2023]
Abstract
Leukemia is a blood cancer originating in the blood and bone marrow. Therapy-related leukemia is associated with prior chemotherapy. Although cancer therapy with DNA topoisomerase II inhibitors is one of the most effective cancer treatments, its side effects include development of secondary leukemia characterized by the chromosomal rearrangements affecting AML1 or MLL genes. Recurrent chromosomal translocations in the therapy-related leukemia differ from chromosomal rearrangements associated with other neoplasias. Here, we reviewed the factors that drive chromosomal translocations induced by cancer treatment with DNA topoisomerase II inhibitors, such as mobility of ends of double-strand DNA breaks formed before the translocation and gain of function of fusion proteins generated as a result of translocation.
Collapse
Affiliation(s)
- Nikolai A Lomov
- Department of Molecular Biology, Faculty of Biology, Lomonosov Moscow State University, Moscow, 119234, Russia.
| | - Vladimir S Viushkov
- Department of Molecular Biology, Faculty of Biology, Lomonosov Moscow State University, Moscow, 119234, Russia
| | - Mikhail A Rubtsov
- Department of Molecular Biology, Faculty of Biology, Lomonosov Moscow State University, Moscow, 119234, Russia
- Department of Biochemistry, Center for Industrial Technologies and Entrepreneurship Sechenov First Moscow State Medical University (Sechenov University), Moscow, 119435, Russia
| |
Collapse
|
8
|
Hocini H, Wiedemann A, Blengio F, Lefebvre C, Cervantes-Gonzalez M, Foucat E, Tisserand P, Surenaud M, Coléon S, Prague M, Guillaumat L, Krief C, Fenwick C, Laouénan C, Bouadma L, Ghosn J, Pantaleo G, Thiébaut R, Lévy Y. Neutrophil Activation and Immune Thrombosis Profiles Persist in Convalescent COVID-19. J Clin Immunol 2023; 43:882-893. [PMID: 36943669 PMCID: PMC10029801 DOI: 10.1007/s10875-023-01459-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: 12/23/2022] [Accepted: 02/24/2023] [Indexed: 03/23/2023]
Abstract
PURPOSE Following a severe COVID-19 infection, a proportion of individuals develop prolonged symptoms. We investigated the immunological dysfunction that underlies the persistence of symptoms months after the resolution of acute COVID-19. METHODS We analyzed cytokines, cell phenotypes, SARS-CoV-2 spike-specific and neutralizing antibodies, and whole blood gene expression profiles in convalescent severe COVID-19 patients 1, 3, and 6 months following hospital discharge. RESULTS We observed persistent abnormalities until month 6 marked by (i) high serum levels of monocyte/macrophage and endothelial activation markers, chemotaxis, and hematopoietic cytokines; (ii) a high frequency of central memory CD4+ and effector CD8+ T cells; (iii) a decrease in anti-SARS-CoV-2 spike and neutralizing antibodies; and (iv) an upregulation of genes related to platelet, neutrophil activation, erythrocytes, myeloid cell differentiation, and RUNX1 signaling. We identified a "core gene signature" associated with a history of thrombotic events, with upregulation of a set of genes involved in neutrophil activation, platelet, hematopoiesis, and blood coagulation. CONCLUSION The lack of restoration of gene expression to a normal profile after up to 6 months of follow-up, even in asymptomatic patients who experienced severe COVID-19, signals the need to carefully extend their clinical follow-up and propose preventive measures.
Collapse
Affiliation(s)
- Hakim Hocini
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Aurélie Wiedemann
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Fabiola Blengio
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Cécile Lefebvre
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Minerva Cervantes-Gonzalez
- Département Épidémiologie Biostatistiques Et Recherche Clinique, AP-HP, Hôpital Bichat, INSERM, Centre d'Investigation Clinique-Epidémiologie Clinique 1425, 75018, Paris, France
- UMR 1137, Université de Paris, INSERM, IAME, 75018, Paris, France
- APHP- Hôpital Bichat - Médecine Intensive et Réanimation des Maladies Infectieuses, Paris, France
| | - Emile Foucat
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Pascaline Tisserand
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Mathieu Surenaud
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Séverin Coléon
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Mélanie Prague
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
- Department of Public Health, Univ. Bordeaux, Inserm Bordeaux Population Health Research Centre, Inria SISTM, UMR 1219, Bordeaux, France
| | - Lydia Guillaumat
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Corinne Krief
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
| | - Craig Fenwick
- Service of Immunology and Allergy, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Cédric Laouénan
- Département Épidémiologie Biostatistiques Et Recherche Clinique, AP-HP, Hôpital Bichat, INSERM, Centre d'Investigation Clinique-Epidémiologie Clinique 1425, 75018, Paris, France
- UMR 1137, Université de Paris, INSERM, IAME, 75018, Paris, France
| | - Lila Bouadma
- UMR 1137, Université de Paris, INSERM, IAME, 75018, Paris, France
- APHP- Hôpital Bichat - Médecine Intensive et Réanimation des Maladies Infectieuses, Paris, France
| | - Jade Ghosn
- UMR 1137, Université de Paris, INSERM, IAME, 75018, Paris, France
- AP-HP, Hôpital Bichat, Service de Maladies Infectieuses Et Tropicales, 75018, Paris, France
| | - Giuseppe Pantaleo
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
- Swiss Vaccine Research Institute, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | - Rodolphe Thiébaut
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France
- Department of Public Health, Univ. Bordeaux, Inserm Bordeaux Population Health Research Centre, Inria SISTM, UMR 1219, Bordeaux, France
- CHU de Bordeaux, Pôle de Santé Publique, Service d'Information Médicale, Bordeaux, France
| | - Yves Lévy
- Vaccine Research Institute, Université Paris-Est Créteil, Faculté de Médecine, INSERM U955, Team 16, Créteil, France.
- Assistance Publique-Hôpitaux de Paris, Service Immunologie Clinique, Groupe Henri-Mondor Albert-Chenevier, Créteil, France.
| |
Collapse
|
9
|
Kronstein-Wiedemann R, Blecher S, Teichert M, Schmidt L, Thiel J, Müller MM, Lausen J, Schäfer R, Tonn T. Novel evidence that the ABO blood group shapes erythropoiesis and results in higher hematocrit for blood group B carriers. Leukemia 2023; 37:1126-1137. [PMID: 36854778 PMCID: PMC10169640 DOI: 10.1038/s41375-023-01858-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 02/10/2023] [Accepted: 02/17/2023] [Indexed: 03/02/2023]
Abstract
The ABO blood group (BG) system is of great importance for blood transfusion and organ transplantation. Since the same transcription factors (TFs) and microRNAs (miRNAs) govern the expression of ABO BG antigens and regulate erythropoiesis, we hypothesized functional connections between both processes. We found significantly higher hemoglobin and hematocrit values in BG B blood donors compared to BG A. Furthermore, we observed that erythropoiesis in BG B hematopoietic stem/progenitor cells (HSPCs) was accelerated compared to BG A HSPCs. Specifically, BG B HSPCs yielded more lineage-specific progenitors in a shorter time (B: 31.3 ± 2.2% vs. A: 22.5 ± 3.0%). Moreover, non-BG A individuals exhibited more terminally differentiated RBCs with higher enucleation rates containing more hemoglobin compared to BG A. Additionally, we detected increased levels of miRNA-215-5p and -182-5p and decreased expression of their target TFs RUNX1 and HES-1 mRNAs in erythroid BG B precursor cells compared to BG A. This highlights the important roles of these factors for the disappearance of differentiation-specific glycan antigens and the appearance of cancer-specific glycan antigens. Our work contributes to a deeper understanding of erythropoiesis gene regulatory networks and identifies its interference with BG-specific gene expression regulations particularly in diseases, where ABO BGs determine treatment susceptibility and disease progression.
Collapse
Affiliation(s)
- Romy Kronstein-Wiedemann
- Laboratory for Experimental Transfusion Medicine, Transfusion Medicine, Med. Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.
- German Red Cross Blood Donation Service North-East, Institute for Transfusion Medicine, Dresden, Germany.
| | - Sarah Blecher
- Laboratory for Experimental Transfusion Medicine, Transfusion Medicine, Med. Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Madeleine Teichert
- German Red Cross Blood Donation Service North-East, Institute for Transfusion Medicine, Dresden, Germany
| | - Laura Schmidt
- Laboratory for Experimental Transfusion Medicine, Transfusion Medicine, Med. Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Jessica Thiel
- Laboratory for Experimental Transfusion Medicine, Transfusion Medicine, Med. Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Red Cross Blood Donation Service North-East, Institute for Transfusion Medicine, Dresden, Germany
| | - Markus M Müller
- German Red Cross Blood Donation Service Baden-Württemberg/Hessen, Institute for Transfusion Medicine and Immunohematology, Kassel, Germany
| | - Jörn Lausen
- Department of Genetics of Eukaryotes, Institute of Biomedical Genetics, University of Stuttgart, Stuttgart, Germany
| | - Richard Schäfer
- German Red Cross Blood Donation Service Baden-Württemberg/Hessen, Institute for Transfusion Medicine and Immunohematology, Goethe University Hospital Frankfurt/M, Frankfurt/M, Germany
- Institute for Transfusion Medicine and Gene Therapy Medical Center - University of Freiburg, Freiburg, Germany
| | - Torsten Tonn
- Laboratory for Experimental Transfusion Medicine, Transfusion Medicine, Med. Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Red Cross Blood Donation Service North-East, Institute for Transfusion Medicine, Dresden, Germany
| |
Collapse
|
10
|
Gialesaki S, Bräuer-Hartmann D, Issa H, Bhayadia R, Alejo-Valle O, Verboon L, Schmell AL, Laszig S, Regényi E, Schuschel K, Labuhn M, Ng M, Winkler R, Ihling C, Sinz A, Glaß M, Hüttelmaier S, Matzk S, Schmid L, Strüwe FJ, Kadel SK, Reinhardt D, Yaspo ML, Heckl D, Klusmann JH. RUNX1 isoform disequilibrium promotes the development of trisomy 21-associated myeloid leukemia. Blood 2023; 141:1105-1118. [PMID: 36493345 PMCID: PMC10023736 DOI: 10.1182/blood.2022017619] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 11/08/2022] [Accepted: 11/22/2022] [Indexed: 12/14/2022] Open
Abstract
Gain of chromosome 21 (Hsa21) is among the most frequent aneuploidies in leukemia. However, it remains unclear how partial or complete amplifications of Hsa21 promote leukemogenesis and why children with Down syndrome (DS) (ie, trisomy 21) are particularly at risk of leukemia development. Here, we propose that RUNX1 isoform disequilibrium with RUNX1A bias is key to DS-associated myeloid leukemia (ML-DS). Starting with Hsa21-focused CRISPR-CRISPR-associated protein 9 screens, we uncovered a strong and specific RUNX1 dependency in ML-DS cells. Expression of the RUNX1A isoform is elevated in patients with ML-DS, and mechanistic studies using murine ML-DS models and patient-derived xenografts revealed that excess RUNX1A synergizes with the pathognomonic Gata1s mutation during leukemogenesis by displacing RUNX1C from its endogenous binding sites and inducing oncogenic programs in complex with the MYC cofactor MAX. These effects were reversed by restoring the RUNX1A:RUNX1C equilibrium in patient-derived xenografts in vitro and in vivo. Moreover, pharmacological interference with MYC:MAX dimerization using MYCi361 exerted strong antileukemic effects. Thus, our study highlights the importance of alternative splicing in leukemogenesis, even on a background of aneuploidy, and paves the way for the development of specific and targeted therapies for ML-DS, as well as for other leukemias with Hsa21 aneuploidy or RUNX1 isoform disequilibrium.
Collapse
Affiliation(s)
- Sofia Gialesaki
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Daniela Bräuer-Hartmann
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Hasan Issa
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Raj Bhayadia
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Oriol Alejo-Valle
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Lonneke Verboon
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Anna-Lena Schmell
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Stephanie Laszig
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Enikő Regényi
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Konstantin Schuschel
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Maurice Labuhn
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Michelle Ng
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Robert Winkler
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Christian Ihling
- Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Andrea Sinz
- Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Markus Glaß
- Institute of Molecular Medicine, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Stefan Hüttelmaier
- Institute of Molecular Medicine, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Sören Matzk
- Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Lena Schmid
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | | | - Sofie-Katrin Kadel
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Dirk Reinhardt
- Pediatric Hematology and Oncology, Pediatrics III, University Hospital Essen, Essen, Germany
| | | | - Dirk Heckl
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
- Dirk Heckl, Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Ernst-Grube-Str. 40, 06120 Halle, Germany;
| | - Jan-Henning Klusmann
- Department of Pediatrics, Goethe University Frankfurt, Frankfurt am Main, Germany
- Frankfurt Cancer Institute, Goethe University, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Correspondence: Jan-Henning Klusmann, Department of Pediatrics, Goethe University Frankfurt, Theodor Stern Kai 7, 60590 Frankfurt, Germany;
| |
Collapse
|
11
|
Jiang X, Sun Y, Yang S, Wu Y, Wang L, Zou W, Jiang N, Chen J, Han Y, Huang C, Wu A, Zhang C, Wu J. Novel chemical-structure TPOR agonist, TMEA, promotes megakaryocytes differentiation and thrombopoiesis via mTOR and ERK signalings. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2023; 110:154637. [PMID: 36610353 DOI: 10.1016/j.phymed.2022.154637] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/12/2022] [Accepted: 12/28/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Non-peptide thrombopoietin receptor (TPOR) agonists are promising therapies for the mitigation and treatment of thrombocytopenia. However, only few agents are available as safe and effective for stimulating platelet production for thrombocytopenic patients in the clinic. PURPOSE This study aimed to develop a novel small molecule TPOR agonist and investigate its underlying regulation of function in megakaryocytes (MKs) differentiation and thrombopoiesis. METHODS A potential active compound that promotes MKs differentiation and thrombopoiesis was obtained by machine learning (ML). Meanwhile, the effect was verified in zebrafish model, HEL and Meg-01 cells. Next, the key regulatory target was identified by Drug Affinity Responsive Target Stabilization Assay (DARTS), Cellular Thermal Shift Assay (CETSA), and molecular simulation experiments. After that, RNA-sequencing (RNA-seq) was used to further confirm the associated pathways and evaluate the gene expression induced during MK differentiation. In vivo, irradiation (IR) mice, C57BL/6N-TPORem1cyagen (Tpor-/-) mice were constructed by CRISPR/Cas9 technology to examine the therapeutic effect of TMEA on thrombocytopenia. RESULTS A natural chemical-structure small molecule TMEA was predicted to be a potential active compound based on ML. Obvious phenotypes of MKs differentiation were observed by TMEA induction in zebrafish model and TMEA could increase co-expression of CD41/CD42b, DNA content, and promote polyploidization and maturation of MKs in HEL and Meg-01 cells. Mechanically, TMEA could bind with TPOR protein and further regulate the PI3K/AKT/mTOR/P70S6K and MEK/ERK signal pathways. In vivo, TMEA evidently promoted platelet regeneration in mice with radiation-induced thrombocytopenia but had no effect on Tpor-/- and C57BL/6 (WT) mice. CONCLUSION TMEA could serve as a novel TPOR agonist to promote MKs differentiation and thrombopoiesis via mTOR and ERK signaling and could potentially be created as a promising new drug to treat thrombocytopenia.
Collapse
Affiliation(s)
- Xueqin Jiang
- State Key Laboratory of Biotherapy and Cancer Center, West China Medical School, Sichuan University, Chengdu, Sichuan 610041, China
| | - Yueshan Sun
- The Third People's Hospital of Chengdu, Chengdu, Sichuan 610031, China
| | - Shuo Yang
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Yuesong Wu
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Long Wang
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Wenjun Zou
- School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 611137, China
| | - Nan Jiang
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Jianping Chen
- School of Chinese Medicine, The University of Hong Kong, Hong Kong, China
| | - Yunwei Han
- The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Chunlan Huang
- The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, China
| | - Anguo Wu
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China.
| | - Chunxiang Zhang
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China.
| | - Jianming Wu
- Key Laboratory of Medical Electrophysiology of Ministry of Education of China, Medical Key Laboratory for Drug Discovery and Druggability Evaluation of Sichuan Province, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, China; School of Basic Medical Sciences, Southwest Medical University, Luzhou, China.
| |
Collapse
|
12
|
The roles of Runx1 in skeletal development and osteoarthritis: A concise review. Heliyon 2022; 8:e12656. [PMID: 36636224 PMCID: PMC9830174 DOI: 10.1016/j.heliyon.2022.e12656] [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: 01/25/2022] [Revised: 07/12/2022] [Accepted: 12/19/2022] [Indexed: 12/26/2022] Open
Abstract
Runt-related transcription factor-1 (Runx1) is well known for its functions in hematopoiesis and leukemia but recent research has focused on its role in skeletal development and osteoarthritis (OA). Deficiency of the Runx1 gene is fatal in early embryonic development, and specific knockout of Runx1 in cell lineages of cartilage and bone leads to delayed cartilage formation and impaired bone calcification. Runx1 can regulate genes including collagen type II (Col2a1) and X (Col10a1), SRY-box transcription factor 9 (Sox9), aggrecan (Acan) and matrix metalloproteinase 13 (MMP-13), and the up-regulation of Runx1 improves the homeostasis of the whole joint, even in the pathological state. Moreover, Runx1 is activated as a response to mechanical compression, but impaired in the joint with the pathological progress associated with osteoarthritis. Therefore, interpretation about the role of Runx1 could enlarge our understanding of key marker genes in the skeletal development and an increased understanding of Runx1 could be helpful to identify treatments for osteoarthritis. This review provides the most up-to-date advances in the roles and bio-mechanisms of Runx1 in healthy joints and osteoarthritis from all currently published articles and gives novel insights in therapeutic approaches to OA based on Runx1.
Collapse
|
13
|
Li J, Kalev-Zylinska ML. Advances in molecular characterization of myeloid proliferations associated with Down syndrome. Front Genet 2022; 13:891214. [PMID: 36035173 PMCID: PMC9399805 DOI: 10.3389/fgene.2022.891214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/11/2022] [Indexed: 11/13/2022] Open
Abstract
Myeloid leukemia associated with Down syndrome (ML-DS) has a unique molecular landscape that differs from other subtypes of acute myeloid leukemia. ML-DS is often preceded by a myeloproliferative neoplastic condition called transient abnormal myelopoiesis (TAM) that disrupts megakaryocytic and erythroid differentiation. Over the last two decades, many genetic and epigenetic changes in TAM and ML-DS have been elucidated. These include overexpression of molecules and micro-RNAs located on chromosome 21, GATA1 mutations, and a range of other somatic mutations and chromosomal alterations. In this review, we summarize molecular changes reported in TAM and ML-DS and provide a comprehensive discussion of these findings. Recent advances in the development of CRISPR/Cas9-modified induced pluripotent stem cell-based disease models are also highlighted. However, despite significant progress in this area, we still do not fully understand the pathogenesis of ML-DS, and there are no targeted therapies. Initial diagnosis of ML-DS has a favorable prognosis, but refractory and relapsed disease can be difficult to treat; therapeutic options are limited in Down syndrome children by their stronger sensitivity to the toxic effects of chemotherapy. Because of the rarity of TAM and ML-DS, large-scale multi-center studies would be helpful to advance molecular characterization of these diseases at different stages of development and progression.
Collapse
Affiliation(s)
- Jixia Li
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
- Department of Laboratory Medicine, School of Medicine, Foshan University, Foshan, China
- *Correspondence: Jixia Li, ; Maggie L. Kalev-Zylinska,
| | - Maggie L. Kalev-Zylinska
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
- Haematology Laboratory, Department of Pathology and Laboratory Medicine, Auckland City Hospital, Auckland, New Zealand
- *Correspondence: Jixia Li, ; Maggie L. Kalev-Zylinska,
| |
Collapse
|
14
|
Yoshida T, Yamasaki K, Tadagaki K, Kuwahara Y, Matsumoto A, Sofovic AE, Kondo N, Sakai T, Okuda T. Tumor necrosis factor‑related apoptosis‑inducing ligand is a novel transcriptional target of runt‑related transcription factor 1. Int J Oncol 2021; 60:6. [PMID: 34958111 PMCID: PMC8727134 DOI: 10.3892/ijo.2021.5296] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/23/2021] [Indexed: 11/26/2022] Open
Abstract
Runt-related transcription factor 1 (RUNX1), which is also known as acute myeloid leukemia 1 (AML1), has been frequently found with genomic aberrations in human leukemia. RUNX1 encodes a transcription factor that can regulate the expression of hematopoietic genes. In addition, tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) performs an important function for malignant tumors in immune surveillance. However, the regulatory mechanism of TRAIL expression remain to be fully elucidated. In the present study, tetradecanoylphorbol 13-acetate-treated megakaryocytic differentiated K562 cells was used to examine the effect of RUNX1 on TRAIL expression. Luciferase assay series of TRAIL promoters for the cells co-transfected with RUNX1 and core-binding factor β (CBFβ) expression vectors were performed to evaluate the nature of TRAIL transcriptional regulation. Electrophoresis mobility shift assay of the RUNX1 consensus sequence of the TRAIL promoter with recombinant RUNX1 and CBFβ proteins was also performed. BloodSpot database analysis for TRAIL expression in patients with acute myeloid leukemia were performed. The expression of TRAIL, its receptor Death receptor 4 and 5 and RUNX1 in K562 cells transfected with the RUNX1 expression vector and RUNX1 siRNA were evaluated by reverse transcription-quantitative PCR (RT-qPCR). TRAIL and RUNX1-ETO expression was also measured in Kasumi-1 cells transfected with RUNX1-ETO siRNA and in KG-1 cells transfected with RUNX1-ETO expression plasmid, both by RT-qPCR. Cell counting, lactate dehydrogenase assay and cell cycle analysis by flow cytometry were performed on Kasumi-1, KG-1, SKNO-1 and K562 cells treated with TRAIL and HDAC inhibitors sodium butyrate or valproic acid. The present study demonstrated that RUNX1 is a transcriptional regulator of TRAIL. It was initially found that the induction of TRAIL expression following the megakaryocytic differentiation of human leukemia cells was RUNX1-dependent. Subsequently, overexpression of RUNX1 was found to increase TRAIL mRNA expression by activating its promoter activity. Additional analyses revealed that RUNX1 regulated the expression of TRAIL in an indirect manner, because RUNX1 retained its ability to activate this promoter following the mutation of all possible RUNX1 consensus sites. Furthermore, TRAIL expression was reduced in leukemia cells carrying the t(8;21) translocation, where the RUNX1-ETO chimeric protein interfere with normal RUNX1 function. Exogenous treatment of recombinant TRAIL proteins was found to induce leukemia cell death. To conclude, the present study provided a novel mechanism, whereby TRAIL is a target gene of RUNX1 and TRAIL expression was inhibited by RUNX1-ETO. These results suggest that TRAIL is a promising agent for the clinical treatment of t(8;21) AML.
Collapse
Affiliation(s)
- Tatsushi Yoshida
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Kenta Yamasaki
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Kenjiro Tadagaki
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Yasumichi Kuwahara
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Akifumi Matsumoto
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Adèm Ejub Sofovic
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Noriko Kondo
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Toshiyuki Sakai
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| | - Tsukasa Okuda
- Department of Biochemistry and Molecular Biology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi‑Hirokoji, Kamigyo‑ku, Kyoto 602‑8566, Japan
| |
Collapse
|
15
|
Boucher AC, Caldwell KJ, Crispino JD, Flerlage JE. Clinical and biological aspects of myeloid leukemia in Down syndrome. Leukemia 2021; 35:3352-3360. [PMID: 34518645 PMCID: PMC8639661 DOI: 10.1038/s41375-021-01414-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/30/2021] [Accepted: 09/01/2021] [Indexed: 02/08/2023]
Abstract
Children with Down syndrome are at an elevated risk of leukemia, especially myeloid leukemia (ML-DS). This malignancy is frequently preceded by transient abnormal myelopoiesis (TAM), which is self-limited expansion of fetal liver-derived megakaryocyte progenitors. An array of international studies has led to consensus in treating ML-DS with reduced-intensity chemotherapy, leading to excellent outcomes. In addition, studies performed in the past 20 years have revealed many of the genetic and epigenetic features of the tumors, including GATA1 mutations that are arguably associated with all cases of both TAM and ML-DS. Despite these advances in understanding the clinical and biological aspects of ML-DS, little is known about the mechanisms of relapse. Upon relapse, patients face a poor outcome, and there is no consensus on treatment. Future studies need to be focused on this challenging aspect of leukemia in children with DS.
Collapse
Affiliation(s)
- Austin C Boucher
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - Kenneth J Caldwell
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA
| | - John D Crispino
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
| | - Jamie E Flerlage
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, 38105, USA.
| |
Collapse
|
16
|
Wang M, Wang J, Zhang X, Yuan R. The complex landscape of haematopoietic lineage commitments is encoded in the coarse-grained endogenous network. ROYAL SOCIETY OPEN SCIENCE 2021; 8:211289. [PMID: 34737882 PMCID: PMC8564612 DOI: 10.1098/rsos.211289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 09/29/2021] [Indexed: 05/15/2023]
Abstract
Haematopoietic lineage commitments are presented by a canonical roadmap in which haematopoietic stem cells or multipotent progenitors (MPPs) bifurcate into progenitors of more restricted lineages and ultimately mature to terminally differentiated cells. Although transcription factors playing significant roles in cell-fate commitments have been extensively studied, integrating such knowledge into the dynamic models to understand the underlying biological mechanism remains challenging. The hypothesis and modelling approach of the endogenous network has been developed previously and tested in various biological processes and is used in the present study of haematopoietic lineage commitments. The endogenous network is constructed based on the key transcription factors and their interactions that determine haematopoietic cell-fate decisions at each lineage branchpoint. We demonstrate that the process of haematopoietic lineage commitments can be reproduced from the landscape which orchestrates robust states of network dynamics and their transitions. Furthermore, some non-trivial characteristics are unveiled in the dynamical model. Our model also predicted previously under-represented regulatory interactions and heterogeneous MPP states by which distinct differentiation routes are intermediated. Moreover, network perturbations resulting in state transitions indicate the effects of ectopic gene expression on cellular reprogrammes. This study provides a predictive model to integrate experimental data and uncover the possible regulatory mechanism of haematopoietic lineage commitments.
Collapse
Affiliation(s)
- Mengyao Wang
- School of Life Science, Shanghai University, Shanghai 200444, People's Republic of China
- Shanghai Center for Quantitative Life Sciences and Physics Department, Shanghai University, Shanghai 200444, People's Republic of China
| | - Junqiang Wang
- Key Laboratory of Systems Biomedicine, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Xingxing Zhang
- Shanghai Center for Quantitative Life Sciences and Physics Department, Shanghai University, Shanghai 200444, People's Republic of China
| | - Ruoshi Yuan
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94706, USA
| |
Collapse
|
17
|
Noh JY. Megakaryopoiesis and Platelet Biology: Roles of Transcription Factors and Emerging Clinical Implications. Int J Mol Sci 2021; 22:ijms22179615. [PMID: 34502524 PMCID: PMC8431765 DOI: 10.3390/ijms22179615] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/02/2021] [Accepted: 09/02/2021] [Indexed: 12/13/2022] Open
Abstract
Platelets play a critical role in hemostasis and thrombus formation. Platelets are small, anucleate, and short-lived blood cells that are produced by the large, polyploid, and hematopoietic stem cell (HSC)-derived megakaryocytes in bone marrow. Approximately 3000 platelets are released from one megakaryocyte, and thus, it is important to understand the physiologically relevant mechanism of development of mature megakaryocytes. Many genes, including several key transcription factors, have been shown to be crucial for platelet biogenesis. Mutations in these genes can perturb megakaryopoiesis or thrombopoiesis, resulting in thrombocytopenia. Metabolic changes owing to inflammation, ageing, or diseases such as cancer, in which platelets play crucial roles in disease development, can also affect platelet biogenesis. In this review, I describe the characteristics of platelets and megakaryocytes in terms of their differentiation processes. The role of several critical transcription factors have been discussed to better understand the changes in platelet biogenesis that occur during disease or ageing.
Collapse
Affiliation(s)
- Ji-Yoon Noh
- Immunotherapy Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141, Korea
| |
Collapse
|
18
|
Saultier P, Cabantous S, Puceat M, Peiretti F, Bigot T, Saut N, Bordet JC, Canault M, van Agthoven J, Loosveld M, Payet-Bornet D, Potier D, Falaise C, Bernot D, Morange PE, Alessi MC, Poggi M. GATA1 pathogenic variants disrupt MYH10 silencing during megakaryopoiesis. J Thromb Haemost 2021; 19:2287-2301. [PMID: 34060193 DOI: 10.1111/jth.15412] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 05/24/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND GATA1 is an essential transcription factor for both polyploidization and megakaryocyte (MK) differentiation. The polyploidization defect observed in GATA1 variant carriers is not well understood. OBJECTIVE To extensively phenotype two pedigrees displaying different variants in the GATA1 gene and determine if GATA1 controls MYH10 expression levels, a key modulator of MK polyploidization. METHOD A total of 146 unrelated propositi with constitutional thrombocytopenia were screened on a multigene panel. We described the genotype-phenotype correlation in GATA1 variant carriers and investigated the effect of these novel variants on MYH10 transcription using luciferase constructs. RESULTS The clinical profile associated with the p.L268M variant localized in the C terminal zinc finger was unusual in that the patient displayed bleeding and severe platelet aggregation defects without early-onset thrombocytopenia. p.N206I localized in the N terminal zinc finger was associated, on the other hand, with severe thrombocytopenia (15G/L) in early life. High MYH10 levels were evidenced in platelets of GATA1 variant carriers. Analysis of MKs anti-GATA1 chromatin immunoprecipitation-sequencing data revealed two GATA1 binding sites, located in the 3' untranslated region and in intron 8 of the MYH10 gene. Luciferase reporter assays showed their respective role in the regulation of MYH10 gene expression. Both GATA1 variants significantly alter intron 8 driven MYH10 transcription. CONCLUSION The discovery of an association between MYH10 and GATA1 is a novel one. Overall, this study suggests that impaired MYH10 silencing via an intronic regulatory element is the most likely cause of GATA1-related polyploidization defect.
Collapse
Affiliation(s)
- Paul Saultier
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
- Department of Pediatric Hematology, Immunology and Oncology, APHM, La Timone Children's Hospital, Marseille, France
| | | | | | | | - Timothée Bigot
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
| | - Noémie Saut
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
- APHM, CHU Timone, French Reference Center on Inherited Platelet Disorders, Marseille, France
| | | | | | - Johannes van Agthoven
- Structural Biology Program, Division of Nephrology/Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Marie Loosveld
- APHM, CHU Timone, French Reference Center on Inherited Platelet Disorders, Marseille, France
- Aix-Marseille Univ, CNRS, INSERM, CIML, Marseille, France
| | | | | | - Céline Falaise
- Department of Pediatric Hematology, Immunology and Oncology, APHM, La Timone Children's Hospital, Marseille, France
- APHM, CHU Timone, French Reference Center on Inherited Platelet Disorders, Marseille, France
| | - Denis Bernot
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
| | - Pierre-Emmanuel Morange
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
- APHM, CHU Timone, French Reference Center on Inherited Platelet Disorders, Marseille, France
| | - Marie-Christine Alessi
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
- APHM, CHU Timone, French Reference Center on Inherited Platelet Disorders, Marseille, France
| | - Marjorie Poggi
- Aix Marseille Univ, INSERM, INRAe, C2VN, Marseille, France
| |
Collapse
|
19
|
Korinfskaya S, Parameswaran S, Weirauch MT, Barski A. Runx Transcription Factors in T Cells-What Is Beyond Thymic Development? Front Immunol 2021; 12:701924. [PMID: 34421907 PMCID: PMC8377396 DOI: 10.3389/fimmu.2021.701924] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/16/2021] [Indexed: 12/12/2022] Open
Abstract
Runx proteins (also known as Runt-domain transcription factors) have been studied for a long time as key regulators of cellular differentiation. RUNX2 has been described as essential for osteogenesis, whereas RUNX1 and RUNX3 are known to control blood cell development during different stages of cell lineage specification. However, recent studies show evidence of complex relationships between RUNX proteins, chromatin-modifying machinery, the cytoskeleton and different transcription factors in various non-embryonic contexts, including mature T cell homeostasis, inflammation and cancer. In this review, we discuss the diversity of Runx functions in mature T helper cells, such as production of cytokines and chemokines by different CD4 T cell populations; apoptosis; and immunologic memory acquisition. We then briefly cover recent findings about the contribution of RUNX1, RUNX2 and RUNX3 to various immunologic diseases. Finally, we discuss areas that require further study to better understand the role that Runx proteins play in inflammation and immunity.
Collapse
Affiliation(s)
- Svetlana Korinfskaya
- Division of Allergy & Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Sreeja Parameswaran
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Matthew T Weirauch
- Center for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Divisions of Biomedical Informatics and Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Artem Barski
- Division of Allergy & Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States.,Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| |
Collapse
|
20
|
Wong NK, Luo S, Chow EYD, Meng F, Adesanya A, Sun J, Ma HMH, Jin W, Li WC, Yip SP, Huang CL. The Tyrosine Kinase-Driven Networks of Novel Long Non-coding RNAs and Their Molecular Targets in Myeloproliferative Neoplasms. Front Cell Dev Biol 2021; 9:643043. [PMID: 34414175 PMCID: PMC8369571 DOI: 10.3389/fcell.2021.643043] [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: 12/17/2020] [Accepted: 07/09/2021] [Indexed: 01/16/2023] Open
Abstract
Recent research has focused on the mechanisms by which long non-coding RNAs (lncRNAs) modulate diverse cellular processes such as tumorigenesis. However, the functional characteristics of these non-coding elements in the genome are poorly understood at present. In this study, we have explored several mechanisms that involve the novel lncRNA and microRNA (miRNA) axis participating in modulation of drug response and the tumor microenvironment of myeloproliferative neoplasms (MPNs). We identified novel lncRNAs via mRNA sequencing that was applied to leukemic cell lines derived from BCR-ABL1-positive and JAK2-mutant MPNs under treatment with therapeutic tyrosine kinase inhibitors (TKI). The expression and sequence of novel LNC000093 were further validated in both leukemic cells and normal primary and pluripotent cells isolated from human blood, including samples from patients with chronic myelogenous leukemia (CML). Downregulation of LNC000093 was validated in TKI-resistant CML while a converse expression pattern was observed in blood cells isolated from TKI-sensitive CML cases. In addition to BCR-ABL1-positive CML cells, the driver mutation JAK2-V617F-regulated lncRNA BANCR axis was further identified in BCR-ABL1-negative MPNs. Further genome-wide validation using MPN patient specimens identified 23 unique copy number variants including the 7 differentially expressed lncRNAs from our database. The newly identified LNC000093 served as a competitive endogenous RNA for miR-675-5p and reversed the imatinib resistance in CML cells through regulating RUNX1 expression. The extrinsic function of LNC000093 in exosomal H19/miR-675-induced modulation for the microenvironment was also determined with significant effect on VEGF expression.
Collapse
Affiliation(s)
- Nonthaphat Kent Wong
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Shumeng Luo
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Eudora Y D Chow
- Department of Pathology, United Christian Hospital, Kwun Tong, Hong Kong
| | - Fei Meng
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Adenike Adesanya
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Jiahong Sun
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong.,Department of Biology, Southern University of Science and Technology, Shenzhen, China
| | - Herman M H Ma
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong.,Department of Pathology, United Christian Hospital, Kwun Tong, Hong Kong
| | - Wenfei Jin
- Department of Biology, Southern University of Science and Technology, Shenzhen, China
| | - Wan-Chun Li
- Institute of Oral Biology, College of Dentistry, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Shea Ping Yip
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
| | - Chien-Ling Huang
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong
| |
Collapse
|
21
|
Ferrari S, Regazzo D, Omenetto E, Scaroni C, Semenzato G, Fabris F, Vianello F. A novel RUNX1 mutation with ANKRD26 dysregulation is related to thrombocytopenia in a sporadic form of myelodysplastic syndrome. Aging Clin Exp Res 2021; 33:1987-1992. [PMID: 32944898 DOI: 10.1007/s40520-020-01709-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 09/02/2020] [Indexed: 11/26/2022]
Abstract
Aging is associated with a higher risk of developing malignant diseases, including myelodysplastic syndromes, clonal disorders characterised by chronic cytopenias (anaemia, neutropenia and thrombocytopenia) and abnormal cellular maturation. Myelodysplastic syndromes arising in older subjects are influenced by combinations of acquired somatic genetic lesions driving evolution from clonal haematopoiesis to myelodysplastic syndromes and from myelodysplastic syndromes to acute leukaemia. A different pattern of mutations has been identified in a small subset of myelodysplastic syndromes arising in young patients with familial syndromes. In particular, dysregulation of ANKRD26, RUNX1 and ETV6 genes plays a role in familial thrombocytopenia with predisposition to myelodysplastic syndromes and acute leukaemia. Whether these genes affect thrombopoiesis in sporadic myelodysplastic syndrome with thrombocytopenia is still undefined. Thirty-one myelodysplastic syndromes subjects and 27 controls subjects were investigated. Genomic DNA was used for mutation screening (ETV6, RUNX1, 5'UTR ANKRD26 genes). Functional studies were performed in the MEG-01-akaryoblastic cell line. We found four novel variants of RUNX1 gene, all in elderly myelodysplastic syndromes subjects with thrombocytopenia. Functional studies of the variant p.Pro103Arg showed no changes in RUNX1 expression, but the variant was associated with deregulated high transcriptional activity of ANKRD26 in MEG-01 cells. RUNX1 variant p.Pro103Arg was also associated with increased viability and reduced apoptosis of MEG-01, as well as impaired platelet production. Our findings are consistent with dysregulation of ANKRD26 in RUNX1 haploinsufficiency. Lack of repression of ANKRD26 expression may contribute to thrombocytopenia of subjects with sporadic myelodysplastic syndromes.
Collapse
Affiliation(s)
- Silvia Ferrari
- Internal Medicine, Department of Medicine DIMED, Padova University Hospital, Padua, Italy
| | - Daniela Regazzo
- Endocrinology Unit, Department of Medicine DIMED, Padova University Hospital, Padua, Italy
| | - Elisabetta Omenetto
- Internal Medicine, Department of Medicine DIMED, Padova University Hospital, Padua, Italy
| | - Carla Scaroni
- Endocrinology Unit, Department of Medicine DIMED, Padova University Hospital, Padua, Italy
| | - Gianpietro Semenzato
- Hematology and Immunology Unit, Department of Medicine DIMED, Padova University Hospital, Padua, Italy
| | - Fabrizio Fabris
- Internal Medicine, Department of Medicine DIMED, Padova University Hospital, Padua, Italy
| | - Fabrizio Vianello
- Hematology and Immunology Unit, Department of Medicine DIMED, Padova University Hospital, Padua, Italy.
| |
Collapse
|
22
|
Abstract
An abnormal number of chromosomes or aneuploidy accounts for most spontaneous abortions, as missegregation of a single chromosome during development is often lethal. Only individuals with trisomy 21, which causes Down syndrome, can live to adulthood but show cognitive disabilities, increased risk for leukemias, autoimmune disorders, and clinical symptoms associated with premature aging. The mechanisms by which aneuploidy affects cellular function to cause Down syndrome are not understood. Our studies revealed that aneuploidy causes several defects in cells from individuals with Down syndrome. These include increased gene and protein expression, lower viability, and increased dependency on serine to proliferate. Our studies establish a critical role of aneuploidy, independent of triplicated gene identity, in driving cellular defects associated with trisomy 21. An extra copy of chromosome 21 causes Down syndrome, the most common genetic disease in humans. The mechanisms contributing to aneuploidy-related pathologies in this syndrome, independent of the identity of the triplicated genes, are not well defined. To characterize aneuploidy-driven phenotypes in trisomy 21 cells, we performed global transcriptome, proteome, and phenotypic analyses of primary human fibroblasts from individuals with Patau (trisomy 13), Edwards (trisomy 18), or Down syndromes. On average, mRNA and protein levels were increased by 1.5-fold in all trisomies, with a subset of proteins enriched for subunits of macromolecular complexes showing signs of posttranscriptional regulation. These results support the lack of evidence for widespread dosage compensation or dysregulation of chromosomal domains in human autosomes. Furthermore, we show that several aneuploidy-associated phenotypes are present in trisomy 21 cells, including lower viability and increased dependency on serine-driven lipid synthesis. Our studies establish a critical role of aneuploidy, independent of triplicated gene identity, in driving cellular defects associated with trisomy 21.
Collapse
|
23
|
Poscablo DM, Worthington AK, Smith-Berdan S, Forsberg EC. Megakaryocyte progenitor cell function is enhanced upon aging despite the functional decline of aged hematopoietic stem cells. Stem Cell Reports 2021; 16:1598-1613. [PMID: 34019813 PMCID: PMC8190594 DOI: 10.1016/j.stemcr.2021.04.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 04/23/2021] [Accepted: 04/23/2021] [Indexed: 12/17/2022] Open
Abstract
Age-related morbidity is associated with a decline in hematopoietic stem cell (HSC) function, but the mechanisms of HSC aging remain unclear. We performed heterochronic HSC transplants followed by quantitative analysis of cell reconstitution. Although young HSCs outperformed old HSCs in young recipients, young HSCs unexpectedly failed to outcompete the old HSCs of aged recipients. Interestingly, despite substantial enrichment of megakaryocyte progenitors (MkPs) in old mice in situ and reported platelet (Plt) priming with age, transplanted old HSCs were deficient in reconstitution of all lineages, including MkPs and Plts. We therefore performed functional analysis of young and old MkPs. Surprisingly, old MkPs displayed unmistakably greater regenerative capacity compared with young MkPs. Transcriptome analysis revealed putative molecular regulators of old MkP expansion. Collectively, these data demonstrated that aging affects HSCs and megakaryopoiesis in fundamentally different ways: whereas old HSCs functionally decline, MkPs gain expansion capacity upon aging. Reconstitution deficit by old HSCs was observed by chimerism and absolute cell numbers Young HSCs did not outcompete resident HSCs in aged recipient mice Old MkPs display remarkable capacity to engraft, expand, and reconstitute platelets Aging is associated with changes in MkP genome-wide expression signatures
Collapse
Affiliation(s)
- Donna M Poscablo
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, USA; Program in Biomedical Sciences and Engineering, Department of Molecular, Cell, and Developmental Biology, University of California-Santa Cruz, Santa Cruz, CA 95064, USA
| | - Atesh K Worthington
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, USA; Program in Biomedical Sciences and Engineering, Department of Molecular, Cell, and Developmental Biology, University of California-Santa Cruz, Santa Cruz, CA 95064, USA
| | - Stephanie Smith-Berdan
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, USA
| | - E Camilla Forsberg
- Institute for the Biology of Stem Cells, University of California-Santa Cruz, Santa Cruz, CA, USA; Biomolecular Engineering, University of California-Santa Cruz, Santa Cruz, CA, USA.
| |
Collapse
|
24
|
Grimm J, Heckl D, Klusmann JH. Molecular Mechanisms of the Genetic Predisposition to Acute Megakaryoblastic Leukemia in Infants With Down Syndrome. Front Oncol 2021; 11:636633. [PMID: 33777792 PMCID: PMC7992977 DOI: 10.3389/fonc.2021.636633] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 01/12/2021] [Indexed: 01/28/2023] Open
Abstract
Individuals with Down syndrome are genetically predisposed to developing acute megakaryoblastic leukemia. This myeloid leukemia associated with Down syndrome (ML–DS) demonstrates a model of step-wise leukemogenesis with perturbed hematopoiesis already presenting in utero, facilitating the acquisition of additional driver mutations such as truncating GATA1 variants, which are pathognomonic to the disease. Consequently, the affected individuals suffer from a transient abnormal myelopoiesis (TAM)—a pre-leukemic state preceding the progression to ML–DS. In our review, we focus on the molecular mechanisms of the different steps of clonal evolution in Down syndrome leukemogenesis, and aim to provide a comprehensive view on the complex interplay between gene dosage imbalances, GATA1 mutations and somatic mutations affecting JAK-STAT signaling, the cohesin complex and epigenetic regulators.
Collapse
Affiliation(s)
- Juliane Grimm
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany.,Department of Internal Medicine IV, Oncology/Hematology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Dirk Heckl
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Jan-Henning Klusmann
- Pediatric Hematology and Oncology, Martin Luther University Halle-Wittenberg, Halle, Germany
| |
Collapse
|
25
|
Kellaway SG, Keane P, Edginton-White B, Regha K, Kennett E, Bonifer C. Different mutant RUNX1 oncoproteins program alternate haematopoietic differentiation trajectories. Life Sci Alliance 2021; 4:4/2/e202000864. [PMID: 33397648 PMCID: PMC7812315 DOI: 10.26508/lsa.202000864] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 12/03/2020] [Accepted: 12/07/2020] [Indexed: 12/18/2022] Open
Abstract
Using integrated genome-wide and phenotypic methods this study investigates four different mutant RUNX1 oncoproteins and reveals how they differentially contribute to aberrant haematopoiesis. Mutations of the haematopoietic master regulator RUNX1 are associated with acute myeloid leukaemia, familial platelet disorder and other haematological malignancies whose phenotypes and prognoses depend upon the class of the RUNX1 mutation. The biochemical behaviour of these oncoproteins and their ability to cause unique diseases has been well studied, but the genomic basis of their differential action is unknown. To address this question we compared integrated phenotypic, transcriptomic, and genomic data from cells expressing four types of RUNX1 oncoproteins in an inducible fashion during blood development from embryonic stem cells. We show that each class of mutant RUNX1 deregulates endogenous RUNX1 function by a different mechanism, leading to specific alterations in developmentally controlled transcription factor binding and chromatin programming. The result is distinct perturbations in the trajectories of gene regulatory network changes underlying blood cell development which are consistent with the nature of the final disease phenotype. The development of novel treatments for RUNX1-driven diseases will therefore require individual consideration.
Collapse
Affiliation(s)
- Sophie G Kellaway
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Peter Keane
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | | | - Kakkad Regha
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Ella Kennett
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Constanze Bonifer
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| |
Collapse
|
26
|
Mazzola M, Pezzotta A, Fazio G, Rigamonti A, Bresciani E, Gaudenzi G, Pelleri MC, Saitta C, Ferrari L, Parma M, Fumagalli M, Biondi A, Cazzaniga G, Marozzi A, Pistocchi A. Dysregulation of NIPBL leads to impaired RUNX1 expression and haematopoietic defects. J Cell Mol Med 2020; 24:6272-6282. [PMID: 32323916 PMCID: PMC7294146 DOI: 10.1111/jcmm.15269] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 03/23/2020] [Accepted: 03/26/2020] [Indexed: 01/03/2023] Open
Abstract
The transcription factor RUNX1, a pivotal regulator of HSCs and haematopoiesis, is a frequent target of chromosomal translocations, point mutations or altered gene/protein dosage. These modifications lead or contribute to the development of myelodysplasia, leukaemia or platelet disorders. A better understanding of how regulatory elements contribute to fine‐tune the RUNX1 expression in haematopoietic tissues could improve our knowledge of the mechanisms responsible for normal haematopoiesis and malignancy insurgence. The cohesin RAD21 was reported to be a regulator of RUNX1 expression in the human myeloid HL60 cell line and during primitive haematopoiesis in zebrafish. In our study, we demonstrate that another cohesin, NIPBL, exerts positive regulation of RUNX1 in three different contexts in which RUNX1 displays important functions: in megakaryocytes derived from healthy donors, in bone marrow samples obtained from adult patients with acute myeloid leukaemia and during zebrafish haematopoiesis. In this model, we demonstrate that alterations in the zebrafish orthologue nipblb reduce runx1 expression with consequent defects in its erythroid and myeloid targets such as gata1a and spi1b in an opposite way to rad21. Thus, also in the absence of RUNX1 translocation or mutations, additional factors such as defects in the expression of NIPBL might induce haematological diseases.
Collapse
Affiliation(s)
- Mara Mazzola
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milano, Italy
| | - Alex Pezzotta
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milano, Italy
| | - Grazia Fazio
- Centro Ricerca Tettamanti, Fondazione Tettamanti, Università degli Studi di Milano-Bicocca, Monza, Italy
| | - Alessandra Rigamonti
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milano, Italy
| | - Erica Bresciani
- Oncogenesis and Development Section, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Germano Gaudenzi
- Laboratorio Sperimentale di Ricerche di Neuroendocrinologia Geriatrica e Oncologica, Istituto Auxologico Italiano, IRCCS, Cusano Milanino, Italy
| | - Maria Chiara Pelleri
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), Unit of Histology, Embryology and Applied Biology, University of Bologna, Bologna, Italy
| | - Claudia Saitta
- Centro Ricerca Tettamanti, Fondazione Tettamanti, Università degli Studi di Milano-Bicocca, Monza, Italy
| | - Luca Ferrari
- Dipartimento di Scienze Cliniche e Comunità, Università degli Studi di Milano, Milano, Italy
| | - Matteo Parma
- Clinica Ematologica e Centro Trapianti di Midollo Osseo, Ospedale San Gerardo, Università di Milano-Bicocca, Monza, Italy
| | - Monica Fumagalli
- Clinica Ematologica e Centro Trapianti di Midollo Osseo, Ospedale San Gerardo, Università di Milano-Bicocca, Monza, Italy
| | - Andrea Biondi
- Centro Ricerca Tettamanti, Fondazione Tettamanti, Università degli Studi di Milano-Bicocca, Monza, Italy
| | - Giovanni Cazzaniga
- Centro Ricerca Tettamanti, Fondazione Tettamanti, Università degli Studi di Milano-Bicocca, Monza, Italy
| | - Anna Marozzi
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milano, Italy
| | - Anna Pistocchi
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milano, Italy
| |
Collapse
|
27
|
Wu D, Luo X, Feurstein S, Kesserwan C, Mohan S, Pineda-Alvarez DE, Godley LA. How I curate: applying American Society of Hematology-Clinical Genome Resource Myeloid Malignancy Variant Curation Expert Panel rules for RUNX1 variant curation for germline predisposition to myeloid malignancies. Haematologica 2020; 105:870-887. [PMID: 32165484 PMCID: PMC7109758 DOI: 10.3324/haematol.2018.214221] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 10/21/2019] [Indexed: 01/30/2023] Open
Abstract
The broad use of next-generation sequencing and microarray platforms in research and clinical laboratories has led to an increasing appreciation of the role of germline mutations in genes involved in hematopoiesis and lineage differentiation that contribute to myeloid neoplasms. Despite implementation of the American College of Medical Genetics and Genomics and Association for Molecular Pathology 2015 guidelines for sequence variant interpretation, the number of variants deposited in ClinVar, a genomic repository of genotype and phenotype data, and classified as having uncertain significance or being discordantly classified among clinical laboratories remains elevated and contributes to indeterminate or inconsistent patient care. In 2018, the American Society of Hematology and the Clinical Genome Resource co-sponsored the Myeloid Malignancy Variant Curation Expert Panel to develop rules for classifying gene variants associated with germline predisposition to myeloid neoplasia. Herein, we demonstrate application of our rules developed for the RUNX1 gene to variants in six examples to show how we would classify them within the proposed framework.
Collapse
Affiliation(s)
- David Wu
- Department of Laboratory Medicine, University of Washington, Seattle, WA
| | - Xi Luo
- Department of Pediatrics/Hematology-Oncology, Baylor College of Medicine, Houston, TX
| | - Simone Feurstein
- Section of Hematology/Oncology, Department of Medicine, and The University of Chicago Comprehensive Cancer Center, Chicago, IL
| | - Chimene Kesserwan
- Albert Einstein College of Medicine, Department of Pathology, New York, NY
| | - Shruthi Mohan
- Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, NC
| | | | - Lucy A Godley
- Section of Hematology/Oncology, Department of Medicine, and The University of Chicago Comprehensive Cancer Center, Chicago, IL .,Department of Human Genetics, The University of Chicago, Chicago, IL, USA
| | | |
Collapse
|
28
|
Abstract
Acute megakaryoblastic leukemia (AMKL) is a rare malignancy affecting megakaryocytes, platelet-producing cells that reside in the bone marrow. Children with Down syndrome (DS) are particularly prone to developing the disease and have a different age of onset, distinct genetic mutations, and better prognosis as compared with individuals without DS who develop the disease. Here, we discuss the contributions of chromosome 21 genes and other genetic mutations to AMKL, the clinical features of the disease, and the differing features of DS- and non-DS-AMKL. Further studies elucidating the role of chromosome 21 genes in this disease may aid our understanding of how they function in other types of leukemia, in which they are frequently mutated or differentially expressed. Although researchers have made many insights into understanding AMKL, much more remains to be learned about its underlying molecular mechanisms.
Collapse
Affiliation(s)
- Maureen McNulty
- Northwestern University, Division of Hematology/Oncology, Chicago, Illinois 60611, USA
| | - John D Crispino
- Northwestern University, Division of Hematology/Oncology, Chicago, Illinois 60611, USA
| |
Collapse
|
29
|
Garnett C, Cruz Hernandez D, Vyas P. GATA1 and cooperating mutations in myeloid leukaemia of Down syndrome. IUBMB Life 2019; 72:119-130. [PMID: 31769932 DOI: 10.1002/iub.2197] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 10/24/2019] [Indexed: 12/22/2022]
Abstract
Myeloid leukaemia of Down syndrome (ML-DS) is an acute megakaryoblastic/erythroid leukaemia uniquely found in children with Down syndrome (constitutive trisomy 21). It has a unique clinical course, being preceded by a pre-leukaemic condition known as transient abnormal myelopoiesis (TAM), and provides an excellent model to study multistep leukaemogenesis. Both TAM and ML-DS blasts carry acquired N-terminal truncating mutations in the erythro-megakaryocytic transcription factor GATA1. These result in exclusive production of a shorter isoform (GATA1s). The majority of TAM cases resolve spontaneously without the need for treatment; however, around 10% acquire additional cooperating mutations and transform to leukaemia, with differentiation block and clinically significant cytopenias. Transformation is driven by the acquisition of additional mutation(s), which cooperate with GATA1s to perturb normal haematopoiesis.
Collapse
Affiliation(s)
- Catherine Garnett
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, United Kingdom of Great Britain and Northern Ireland
| | - David Cruz Hernandez
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, United Kingdom of Great Britain and Northern Ireland
| | - Paresh Vyas
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, United Kingdom of Great Britain and Northern Ireland
| |
Collapse
|
30
|
Mevel R, Draper JE, Lie-A-Ling M, Kouskoff V, Lacaud G. RUNX transcription factors: orchestrators of development. Development 2019; 146:dev148296. [PMID: 31488508 DOI: 10.1242/dev.148296] [Citation(s) in RCA: 129] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
RUNX transcription factors orchestrate many different aspects of biology, including basic cellular and developmental processes, stem cell biology and tumorigenesis. In this Primer, we introduce the molecular hallmarks of the three mammalian RUNX genes, RUNX1, RUNX2 and RUNX3, and discuss the regulation of their activities and their mechanisms of action. We then review their crucial roles in the specification and maintenance of a wide array of tissues during embryonic development and adult homeostasis.
Collapse
Affiliation(s)
- Renaud Mevel
- Cancer Research UK Stem Cell Biology Group, Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park, Alderley Edge, Macclesfield SK10 4TG, UK
| | - Julia E Draper
- Cancer Research UK Stem Cell Biology Group, Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park, Alderley Edge, Macclesfield SK10 4TG, UK
| | - Michael Lie-A-Ling
- Cancer Research UK Stem Cell Biology Group, Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park, Alderley Edge, Macclesfield SK10 4TG, UK
| | - Valerie Kouskoff
- Division of Developmental Biology & Medicine, The University of Manchester, Michael Smith Building, Oxford Road, Manchester M13 9PT, UK
| | - Georges Lacaud
- Cancer Research UK Stem Cell Biology Group, Cancer Research UK Manchester Institute, The University of Manchester, Alderley Park, Alderley Edge, Macclesfield SK10 4TG, UK
| |
Collapse
|
31
|
Feld C, Sahu P, Frech M, Finkernagel F, Nist A, Stiewe T, Bauer UM, Neubauer A. Combined cistrome and transcriptome analysis of SKI in AML cells identifies SKI as a co-repressor for RUNX1. Nucleic Acids Res 2019; 46:3412-3428. [PMID: 29471413 PMCID: PMC5909421 DOI: 10.1093/nar/gky119] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Accepted: 02/09/2018] [Indexed: 11/16/2022] Open
Abstract
SKI is a transcriptional co-regulator and overexpressed in various human tumors, for example in acute myeloid leukemia (AML). SKI contributes to the origin and maintenance of the leukemic phenotype. Here, we use ChIP-seq and RNA-seq analysis to identify the epigenetic alterations induced by SKI overexpression in AML cells. We show that approximately two thirds of differentially expressed genes are up-regulated upon SKI deletion, of which >40% harbor SKI binding sites in their proximity, primarily in enhancer regions. Gene ontology analysis reveals that many of the differentially expressed genes are annotated to hematopoietic cell differentiation and inflammatory response, corroborating our finding that SKI contributes to a myeloid differentiation block in HL60 cells. We find that SKI peaks are enriched for RUNX1 consensus motifs, particularly in up-regulated SKI targets upon SKI deletion. RUNX1 ChIP-seq displays that nearly 70% of RUNX1 binding sites overlap with SKI peaks, mainly at enhancer regions. SKI and RUNX1 occupy the same genomic sites and cooperate in gene silencing. Our work demonstrates for the first time the predominant co-repressive function of SKI in AML cells on a genome-wide scale and uncovers the transcription factor RUNX1 as an important mediator of SKI-dependent transcriptional repression.
Collapse
Affiliation(s)
- Christine Feld
- Institute of Molecular Biology and Tumor Research (IMT), School of Medicine, Philipps University Marburg, Hans-Meerwein-Str. 2, 35043 Marburg, Germany.,Department of Internal Medicine and Hematology, Oncology and Immunology, Philipps University Marburg, University Hospital Giessen and Marburg, Baldingerstr., 35043 Marburg, Germany
| | - Peeyush Sahu
- Institute of Molecular Biology and Tumor Research (IMT), School of Medicine, Philipps University Marburg, Hans-Meerwein-Str. 2, 35043 Marburg, Germany
| | - Miriam Frech
- Department of Internal Medicine and Hematology, Oncology and Immunology, Philipps University Marburg, University Hospital Giessen and Marburg, Baldingerstr., 35043 Marburg, Germany
| | - Florian Finkernagel
- Institute of Molecular Biology and Tumor Research (IMT), School of Medicine, Philipps University Marburg, Hans-Meerwein-Str. 2, 35043 Marburg, Germany
| | - Andrea Nist
- Genomics Core Facility, Philipps University Marburg, Hans-Meerwein-Str. 3, 35043 Marburg, Germany
| | - Thorsten Stiewe
- Genomics Core Facility, Philipps University Marburg, Hans-Meerwein-Str. 3, 35043 Marburg, Germany.,Institute of Molecular Oncology, Philipps University Marburg, Hans-Meerwein-Str. 3, 35043 Marburg, Germany
| | - Uta-Maria Bauer
- Institute of Molecular Biology and Tumor Research (IMT), School of Medicine, Philipps University Marburg, Hans-Meerwein-Str. 2, 35043 Marburg, Germany
| | - Andreas Neubauer
- Department of Internal Medicine and Hematology, Oncology and Immunology, Philipps University Marburg, University Hospital Giessen and Marburg, Baldingerstr., 35043 Marburg, Germany
| |
Collapse
|
32
|
Chisholm KM, Denton C, Keel S, Geddis AE, Xu M, Appel BE, Cantor AB, Fleming MD, Shimamura A. Bone Marrow Morphology Associated With Germline RUNX1 Mutations in Patients With Familial Platelet Disorder With Associated Myeloid Malignancy. Pediatr Dev Pathol 2019; 22:315-328. [PMID: 30600763 DOI: 10.1177/1093526618822108] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Germline mutations in RUNX1 result in autosomal dominant familial platelet disorder with associated myeloid malignancy (FPDMM). To characterize the hematopathologic features associated with a germline RUNX1 mutation, we reviewed a total of 42 bone marrow aspirates from 14 FPDMM patients, including 24 cases with no cytogenetic clonal abnormalities, and 18 with clonal karyotypes or leukemia. We found that all aspirate smears had ≥10% atypical megakaryocytes, predominantly characterized by small forms with hypolobated and eccentric nuclei, and forms with high nuclear-to-cytoplasmic ratios. Core biopsies showed variable cellularity and variable numbers of megakaryocytes with similar features to those in the aspirates. Granulocytic and/or erythroid dysplasia (≥10% cells per lineage) were present infrequently. Megakaryocytes with separate nuclear lobes were increased in patients with myelodysplastic syndrome (MDS) and acute leukemia. Comparison to an immune thrombocytopenic purpura cohort confirms increased megakaryocytes with hypolobated eccentric nuclei in FPDMM patients. As such, patients with FPDMM often have atypical megakaryocytes with small hypolobated and eccentric nuclei even in the absence of clonal cytogenetic abnormalities; these findings are related to the underlying RUNX1 germline mutation and not diagnostic of MDS. Isolated megakaryocytic dysplasia in patients with unexplained thrombocytopenia should raise the possibility of an underlying germline RUNX1 mutation.
Collapse
Affiliation(s)
- Karen M Chisholm
- 1 Department of Laboratories, Seattle Children's Hospital, Seattle, Washington.,2 Department of Laboratory Medicine, University of Washington, Seattle, Washington.,3 Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
| | - Christopher Denton
- 4 Department of Pediatrics, Seattle Children's Hospital, Seattle, Washington
| | - Sioban Keel
- 5 Division of Hematology, Department of Medicine, University of Washington, Seattle, Washington
| | - Amy E Geddis
- 6 Cancer and Blood Disorders Center, Seattle Children's Hospital, Seattle, Washington.,7 Division of Hematology & Oncology, Department of Pediatrics, University of Washington, Seattle, Washington
| | - Min Xu
- 1 Department of Laboratories, Seattle Children's Hospital, Seattle, Washington.,2 Department of Laboratory Medicine, University of Washington, Seattle, Washington
| | - Burton E Appel
- 8 Joseph M. Sanzari Children's Hospital, Hackensack University Medical Center, Children's Cancer Institute, Hackensack, New Jersey
| | - Alan B Cantor
- 9 Division of Hematology Oncology, Boston Children's Hospital, Boston, Massachusetts.,10 Department of Hematology Oncology, Dana Farber Cancer Institute, Boston, Massachusetts
| | - Mark D Fleming
- 3 Department of Pathology, Boston Children's Hospital, Boston, Massachusetts
| | - Akiko Shimamura
- 9 Division of Hematology Oncology, Boston Children's Hospital, Boston, Massachusetts.,10 Department of Hematology Oncology, Dana Farber Cancer Institute, Boston, Massachusetts
| |
Collapse
|
33
|
Sas V, Blag C, Zaharie G, Puscas E, Lisencu C, Andronic-Gorcea N, Pasca S, Petrushev B, Chis I, Marian M, Dima D, Teodorescu P, Iluta S, Zdrenghea M, Berindan-Neagoe I, Popa G, Man S, Colita A, Stefan C, Kojima S, Tomuleasa C. Transient leukemia of Down syndrome. Crit Rev Clin Lab Sci 2019; 56:247-259. [PMID: 31043105 DOI: 10.1080/10408363.2019.1613629] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Childhood leukemia is mostly a "developmental accident" during fetal hematopoiesis and may require multiple prenatal and postnatal "hits". The World Health Organization defines transient leukemia of Down syndrome (DS) as increased peripheral blood blasts in neonates with DS and classifies this type of leukemia as a separate entity. Although it was shown that DS predisposes children to myeloid leukemia, neither the nature of the predisposition nor the associated genetic lesions have been defined. Acute myeloid leukemia of DS is a unique disease characterized by a long pre-leukemic, myelodysplastic phase, unusual chromosomal findings and a high cure rate. In the present manuscript, we present a comprehensive review of the literature about clinical and biological findings of transient leukemia of DS (TL-DS) and link them with the genetic discoveries in the field. We address the manuscript to the pediatric generalist and especially to the next generation of pediatric hematologists.
Collapse
Affiliation(s)
- Valentina Sas
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania.,b Department of Pediatrics , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Cristina Blag
- b Department of Pediatrics , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Gabriela Zaharie
- c Department of Neonatology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Emil Puscas
- d Department of Surgery , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Cosmin Lisencu
- d Department of Surgery , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Nicolae Andronic-Gorcea
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Sergiu Pasca
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Bobe Petrushev
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Irina Chis
- e Department of Physiology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Mirela Marian
- f Department of Hematology , Ion Chiricuta Clinical Cancer Center , Cluj Napoca , Romania
| | - Delia Dima
- f Department of Hematology , Ion Chiricuta Clinical Cancer Center , Cluj Napoca , Romania
| | - Patric Teodorescu
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Sabina Iluta
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Mihnea Zdrenghea
- f Department of Hematology , Ion Chiricuta Clinical Cancer Center , Cluj Napoca , Romania
| | - Ioana Berindan-Neagoe
- g MedFuture Research Center for Advanced Medicine , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Gheorghe Popa
- b Department of Pediatrics , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Sorin Man
- b Department of Pediatrics , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| | - Anca Colita
- h Department of Pediatrics , Carol Davila University of Medicine and Pharmacy , Bucharest , Romania.,i Department of Pediatrics , Fundeni Clinical Institute , Bucharest , Romania
| | - Cristina Stefan
- j African Organization for Research and Training in Cancer , Cape Town , South Africa
| | - Seiji Kojima
- k Department of Pediatrics , Nagoya University Graduate School of Medicine , Nagoya , Japan.,l Center for Advanced Medicine and Clinical Research , Nagoya University Hospital , Nagoya , Japan
| | - Ciprian Tomuleasa
- a Department of Hematology , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania.,f Department of Hematology , Ion Chiricuta Clinical Cancer Center , Cluj Napoca , Romania.,m Research Center for Functional Genomics and Translational Medicine , Iuliu Hatieganu University of Medicine and Pharmacy , Cluj Napoca , Romania
| |
Collapse
|
34
|
Movva R, Greenside P, Marinov GK, Nair S, Shrikumar A, Kundaje A. Deciphering regulatory DNA sequences and noncoding genetic variants using neural network models of massively parallel reporter assays. PLoS One 2019; 14:e0218073. [PMID: 31206543 PMCID: PMC6576758 DOI: 10.1371/journal.pone.0218073] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 05/24/2019] [Indexed: 11/19/2022] Open
Abstract
The relationship between noncoding DNA sequence and gene expression is not well-understood. Massively parallel reporter assays (MPRAs), which quantify the regulatory activity of large libraries of DNA sequences in parallel, are a powerful approach to characterize this relationship. We present MPRA-DragoNN, a convolutional neural network (CNN)-based framework to predict and interpret the regulatory activity of DNA sequences as measured by MPRAs. While our method is generally applicable to a variety of MPRA designs, here we trained our model on the Sharpr-MPRA dataset that measures the activity of ∼500,000 constructs tiling 15,720 regulatory regions in human K562 and HepG2 cell lines. MPRA-DragoNN predictions were moderately correlated (Spearman ρ = 0.28) with measured activity and were within range of replicate concordance of the assay. State-of-the-art model interpretation methods revealed high-resolution predictive regulatory sequence features that overlapped transcription factor (TF) binding motifs. We used the model to investigate the cell type and chromatin state preferences of predictive TF motifs. We explored the ability of our model to predict the allelic effects of regulatory variants in an independent MPRA experiment and fine map putative functional SNPs in loci associated with lipid traits. Our results suggest that interpretable deep learning models trained on MPRA data have the potential to reveal meaningful patterns in regulatory DNA sequences and prioritize regulatory genetic variants, especially as larger, higher-quality datasets are produced.
Collapse
Affiliation(s)
- Rajiv Movva
- The Harker School, San Jose, CA, United States of America
- Department of Genetics, Stanford University, Stanford, CA, United States of America
| | - Peyton Greenside
- Biomedical Informatics Training Program, Stanford University, Stanford, CA, United States of America
| | - Georgi K. Marinov
- Department of Genetics, Stanford University, Stanford, CA, United States of America
| | - Surag Nair
- Department of Computer Science, Stanford University, Stanford, CA, United States of America
| | - Avanti Shrikumar
- Department of Computer Science, Stanford University, Stanford, CA, United States of America
| | - Anshul Kundaje
- Department of Genetics, Stanford University, Stanford, CA, United States of America
- Department of Computer Science, Stanford University, Stanford, CA, United States of America
| |
Collapse
|
35
|
Kim M, Civin CI, Kingsbury TJ. MicroRNAs as regulators and effectors of hematopoietic transcription factors. WILEY INTERDISCIPLINARY REVIEWS-RNA 2019; 10:e1537. [PMID: 31007002 DOI: 10.1002/wrna.1537] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 03/24/2019] [Accepted: 04/03/2019] [Indexed: 12/17/2022]
Abstract
Hematopoiesis is a highly-regulated development process orchestrated by lineage-specific transcription factors that direct the generation of all mature blood cells types, including red blood cells, megakaryocytes, granulocytes, monocytes, and lymphocytes. Under homeostatic conditions, the hematopoietic system of the typical adult generates over 1011 blood cells daily throughout life. In addition, hematopoiesis must be responsive to acute challenges due to blood loss or infection. MicroRNAs (miRs) cooperate with transcription factors to regulate all aspects of hematopoiesis, including stem cell maintenance, lineage selection, cell expansion, and terminal differentiation. Distinct miR expression patterns are associated with specific hematopoietic lineages and stages of differentiation and functional analyses have elucidated essential roles for miRs in regulating cell transitions, lineage selection, maturation, and function. MiRs function as downstream effectors of hematopoietic transcription factors and as upstream regulators to control transcription factor levels. Multiple miRs have been shown to play essential roles. Regulatory networks comprised of differentially expressed lineage-specific miRs and hematopoietic transcription factors are involved in controlling the quiescence and self-renewal of hematopoietic stem cells as well as proliferation and differentiation of lineage-specific progenitor cells during erythropoiesis, myelopoiesis, and lymphopoiesis. This review focuses on hematopoietic miRs that function as upstream regulators of central hematopoietic transcription factors required for normal hematopoiesis. This article is categorized under: RNA in Disease and Development > RNA in Development Regulatory RNAs/RNAi/Riboswitches > Regulatory RNAs.
Collapse
Affiliation(s)
- MinJung Kim
- Department of Pediatrics, Center for Stem Cell Biology and Regenerative Medicine, Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland
| | - Curt I Civin
- Department of Pediatrics and Physiology, Center for Stem Cell Biology and Regenerative Medicine, Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland
| | - Tami J Kingsbury
- Department of Physiology, Center for Stem Cell Biology and Regenerative Medicine, Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland
| |
Collapse
|
36
|
De Marchi F, Araki M, Komatsu N. Molecular features, prognosis, and novel treatment options for pediatric acute megakaryoblastic leukemia. Expert Rev Hematol 2019; 12:285-293. [PMID: 30991862 DOI: 10.1080/17474086.2019.1609351] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Acute megakaryoblastic leukemia (AMegL) is a rare hematological neoplasm most often diagnosed in children and is commonly associated with Down's syndrome (DS). Although AMegLs are specifically characterized and typically diagnosed by megakaryoblastic expansion, recent advancements in molecular analysis have highlighted the heterogeneity of this disease, with specific cytogenic and genetic alterations characterizing different disease subtypes. Areas covered: This review will focus on describing recurrent molecular variations in both DS and non-DS pediatric AMegL, their role in promoting leukemogenesis, their association with different clinical aspects and prognosis, and finally, their influence on future treatment strategies with a number of specific drugs beyond conventional chemotherapy already under development. Expert opinion: Deep understanding of the genetic and molecular landscape of AMegL will lead to better and more precise disease classification in terms of diagnosis, prognosis, and possible targeted therapies. Development of new therapeutic approaches based on these molecular characteristics will hopefully improve AMegL patient outcomes.
Collapse
Affiliation(s)
- Federico De Marchi
- a Department of Hematology , Juntendo University Graduate School of Medicine , Tokyo , Japan
| | - Marito Araki
- b Department of Transfusion Medicine and Stem Cell Regulation , Juntendo University Graduate School of Medicine , Tokyo , Japan
| | - Norio Komatsu
- a Department of Hematology , Juntendo University Graduate School of Medicine , Tokyo , Japan
| |
Collapse
|
37
|
Bravo González-Blas C, Minnoye L, Papasokrati D, Aibar S, Hulselmans G, Christiaens V, Davie K, Wouters J, Aerts S. cisTopic: cis-regulatory topic modeling on single-cell ATAC-seq data. Nat Methods 2019; 16:397-400. [PMID: 30962623 DOI: 10.1038/s41592-019-0367-1] [Citation(s) in RCA: 214] [Impact Index Per Article: 42.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 02/28/2019] [Indexed: 12/17/2022]
Abstract
We present cisTopic, a probabilistic framework used to simultaneously discover coaccessible enhancers and stable cell states from sparse single-cell epigenomics data ( http://github.com/aertslab/cistopic ). Using a compendium of single-cell ATAC-seq datasets from differentiating hematopoietic cells, brain and transcription factor perturbations, we demonstrate that topic modeling can be exploited for robust identification of cell types, enhancers and relevant transcription factors. cisTopic provides insight into the mechanisms underlying regulatory heterogeneity in cell populations.
Collapse
Affiliation(s)
- Carmen Bravo González-Blas
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Liesbeth Minnoye
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Dafni Papasokrati
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Sara Aibar
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Gert Hulselmans
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Valerie Christiaens
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Kristofer Davie
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Jasper Wouters
- VIB Center for Brain & Disease Research, Leuven, Belgium.,Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Stein Aerts
- VIB Center for Brain & Disease Research, Leuven, Belgium. .,Department of Human Genetics, KU Leuven, Leuven, Belgium.
| |
Collapse
|
38
|
Pezzotta A, Mazzola M, Spreafico M, Marozzi A, Pistocchi A. Enigmatic Ladies of the Rings: How Cohesin Dysfunction Affects Myeloid Neoplasms Insurgence. Front Cell Dev Biol 2019; 7:21. [PMID: 30873408 PMCID: PMC6400976 DOI: 10.3389/fcell.2019.00021] [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: 11/08/2018] [Accepted: 02/05/2019] [Indexed: 12/04/2022] Open
Abstract
The genes of the cohesin complex exert different functions, ranging from the adhesion of sister chromatids during the cell cycle, DNA repair, gene expression and chromatin architecture remodeling. In recent years, the improvement of DNA sequencing technologies allows the identification of cohesin mutations in different tumors such as acute myeloid leukemia (AML), acute megakaryoblastic leukemia (AMKL), and myelodysplastic syndromes (MDS). However, the role of cohesin dysfunction in cancer insurgence remains elusive. In this regard, cells harboring cohesin mutations do not show any increase in aneuploidy that might explain their oncogenic activity, nor cohesin mutations are sufficient to induce myeloid neoplasms as they have to co-occur with other causative mutations such as NPM1, FLT3-ITD, and DNMT3A. Several works, also using animal models for cohesin haploinsufficiency, correlate cohesin activity with dysregulated expression of genes involved in myeloid development and differentiation. These evidences support the involvement of cohesin mutations in myeloid neoplasms.
Collapse
Affiliation(s)
- Alex Pezzotta
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Mara Mazzola
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Marco Spreafico
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Anna Marozzi
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Anna Pistocchi
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| |
Collapse
|
39
|
Ulirsch JC, Lareau CA, Bao EL, Ludwig LS, Guo MH, Benner C, Satpathy AT, Kartha VK, Salem RM, Hirschhorn JN, Finucane HK, Aryee MJ, Buenrostro JD, Sankaran VG. Interrogation of human hematopoiesis at single-cell and single-variant resolution. Nat Genet 2019; 51:683-693. [PMID: 30858613 PMCID: PMC6441389 DOI: 10.1038/s41588-019-0362-6] [Citation(s) in RCA: 109] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Accepted: 01/28/2019] [Indexed: 11/16/2022]
Abstract
Widespread linkage disequilibrium and incomplete annotation of cell-to-cell state variation represent substantial challenges to elucidating mechanisms of trait-associated genetic variation. Here, we perform genetic fine-mapping for blood cell traits in the UK Biobank to identify putative causal variants. These variants are enriched in genes encoding for proteins in trait-relevant biological pathways and in accessible chromatin of hematopoietic progenitors. For regulatory variants, we explore patterns of developmental enhancer activity, predict molecular mechanisms, and identify likely target genes. In several instances, we localize multiple independent variants to the same regulatory element or gene. We further observe that variants with pleiotropic effects preferentially act in common progenitor populations to direct the production of distinct lineages. Finally, we leverage fine-mapped variants in conjunction with continuous epigenomic annotations to identify trait-cell type enrichments within closely related populations and in single cells. Our study provides a comprehensive framework for single-variant and single-cell analyses of genetic associations. Fine mapping of blood cell traits in UK Biobank identifies putative causal variants and enrichment of fine-mapped variants in accessible chromatin of hematopoietic progenitor cells. The study provides an analytical framework for single-variant and single-cell analyses of genetic associations.
Collapse
Affiliation(s)
- Jacob C Ulirsch
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA
| | - Caleb A Lareau
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Program in Biological and Biomedical Sciences, Harvard Medical School, Boston, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - Erik L Bao
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Harvard-MIT Health Sciences and Technology, Harvard Medical School, Boston, MA, USA
| | - Leif S Ludwig
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Michael H Guo
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Endocrinology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA, USA
| | - Christian Benner
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland.,Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Ansuman T Satpathy
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Vinay K Kartha
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
| | - Rany M Salem
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Endocrinology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA, USA
| | - Joel N Hirschhorn
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Division of Endocrinology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Genetics, Harvard Medical School, Boston, MA, USA.,Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA, USA
| | - Hilary K Finucane
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Schmidt Fellows Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Martin J Aryee
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA, USA.,Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jason D Buenrostro
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA.
| | - Vijay G Sankaran
- Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. .,Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA. .,Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Harvard Stem Cell Institute, Cambridge, MA, USA.
| |
Collapse
|
40
|
Liu S, Xing Y, Lu W, Li S, Tian Z, Xing H, Tang K, Xu Y, Rao Q, Wang M, Wang J. RUNX1 inhibits proliferation and induces apoptosis of t(8;21) leukemia cells via KLF4-mediated transactivation of P57. Haematologica 2019; 104:1597-1607. [PMID: 30792202 PMCID: PMC6669147 DOI: 10.3324/haematol.2018.192773] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 02/20/2019] [Indexed: 12/14/2022] Open
Abstract
RUNX1 is a key transcription factor in hematopoiesis and its disruption is one of the most common aberrations in acute myeloid leukemia. RUNX1 alterations affect its DNA binding capacity and transcriptional activities, leading to the deregulation of transcriptional targets, and abnormal proliferation and differentiation of myeloid cells. Identification of RUNX1 target genes and clarification of their biological functions are of great importance in the search for new therapeutic strategies for RUNX1-altered leukemia. In this study, we identified and confirmed that KLF4, a known tumor suppressor gene, as a direct target of RUNX1, was down-regulated in RUNX1-ETO leukemia. RUNX1 bound to KLF4 promoter in chromatin to activate its transcription, while the leukemogenic RUNX1-ETO fusion protein had little effect on this transactivation. KLF4 was also identified as a novel binding partner of RUNX1. RUNX1 interacted with KLF4 through Runt domain and further co-activated its target genes. However, RUNX1-ETO competed with RUNX1 to bind KLF4 through Runt and ETO domains, and abrogated transcription of KLF4. Finally, overexpression experiments indicated that RUNX1 inhibited proliferation and induced apoptosis of t(8;21) leukemia cells via KLF4-mediated upregulation of P57. These data suggest KLF4 dysregulation mediated by RUNX1-ETO enhances proliferation and retards apoptosis, and provides a potential target for therapy of t(8;21) acute myeloid leukemia.
Collapse
Affiliation(s)
- Shuang Liu
- State Key Laboratory of Experimental Hematology
| | - Yanyan Xing
- State Key Laboratory of Experimental Hematology
| | - Wenting Lu
- State Key Laboratory of Experimental Hematology
| | - Shouyun Li
- State Key Laboratory of Experimental Hematology
| | - Zheng Tian
- State Key Laboratory of Experimental Hematology
| | - Haiyan Xing
- State Key Laboratory of Experimental Hematology
| | - Kejing Tang
- State Key Laboratory of Experimental Hematology
| | - Yingxi Xu
- State Key Laboratory of Experimental Hematology
| | - Qing Rao
- State Key Laboratory of Experimental Hematology
| | - Min Wang
- State Key Laboratory of Experimental Hematology
| | - Jianxiang Wang
- 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, P.R. China
| |
Collapse
|
41
|
van der Kouwe E, Staber PB. RUNX1-ETO: Attacking the Epigenome for Genomic Instable Leukemia. Int J Mol Sci 2019; 20:E350. [PMID: 30654457 PMCID: PMC6358732 DOI: 10.3390/ijms20020350] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 01/09/2019] [Accepted: 01/11/2019] [Indexed: 12/29/2022] Open
Abstract
Oncogenic fusion protein RUNX1-ETO is the product of the t(8;21) translocation, responsible for the most common cytogenetic subtype of acute myeloid leukemia. RUNX1, a critical transcription factor in hematopoietic development, is fused with almost the entire ETO sequence with the ability to recruit a wide range of repressors. Past efforts in providing a comprehensive picture of the genome-wide localization and the target genes of RUNX1-ETO have been inconclusive in understanding the underlying mechanism by which it deregulates native RUNX1. In this review; we dissect the current data on the epigenetic impact of RUNX1 and RUNX1-ETO. Both share similarities however, in recent years, research focused on epigenetic factors to explain their differences. RUNX1-ETO impairs DNA repair mechanisms which compromises genomic stability and favors a mutator phenotype. Among an increasing pool of mutated factors, regulators of DNA methylation are frequently found in t(8;21) AML. Together with the alteration of both, histone markers and distal enhancer regulation, RUNX1-ETO might specifically disrupt normal chromatin structure. Epigenetic studies on the fusion protein uncovered new mechanisms contributing to leukemogenesis and hopefully will translate into clinical applications.
Collapse
Affiliation(s)
- Emiel van der Kouwe
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, 1090 Vienna, Austria.
| | - Philipp Bernhard Staber
- Department of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna, 1090 Vienna, Austria.
| |
Collapse
|
42
|
Different roles of E proteins in t(8;21) leukemia: E2-2 compromises the function of AETFC and negatively regulates leukemogenesis. Proc Natl Acad Sci U S A 2018; 116:890-899. [PMID: 30593567 DOI: 10.1073/pnas.1809327116] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The AML1-ETO fusion protein, generated by the t(8;21) chromosomal translocation, is causally involved in nearly 20% of acute myeloid leukemia (AML) cases. In leukemic cells, AML1-ETO resides in and functions through a stable protein complex, AML1-ETO-containing transcription factor complex (AETFC), that contains multiple transcription (co)factors. Among these AETFC components, HEB and E2A, two members of the ubiquitously expressed E proteins, directly interact with AML1-ETO, confer new DNA-binding capacity to AETFC, and are essential for leukemogenesis. However, the third E protein, E2-2, is specifically silenced in AML1-ETO-expressing leukemic cells, suggesting E2-2 as a negative factor of leukemogenesis. Indeed, ectopic expression of E2-2 selectively inhibits the growth of AML1-ETO-expressing leukemic cells, and this inhibition requires the bHLH DNA-binding domain. RNA-seq and ChIP-seq analyses reveal that, despite some overlap, the three E proteins differentially regulate many target genes. In particular, studies show that E2-2 both redistributes AETFC to, and activates, some genes associated with dendritic cell differentiation and represses MYC target genes. In AML patients, the expression of E2-2 is relatively lower in the t(8;21) subtype, and an E2-2 target gene, THPO, is identified as a potential predictor of relapse. In a mouse model of human t(8;21) leukemia, E2-2 suppression accelerates leukemogenesis. Taken together, these results reveal that, in contrast to HEB and E2A, which facilitate AML1-ETO-mediated leukemogenesis, E2-2 compromises the function of AETFC and negatively regulates leukemogenesis. The three E proteins thus define a heterogeneity of AETFC, which improves our understanding of the precise mechanism of leukemogenesis and assists development of diagnostic/therapeutic strategies.
Collapse
|
43
|
Glembotsky AC, Sliwa D, Bluteau D, Balayn N, Marin Oyarzún CP, Raimbault A, Bordas M, Droin N, Pirozhkova I, Washington V, Goette NP, Marta RF, Favier R, Raslova H, Heller PG. Downregulation of TREM-like transcript-1 and collagen receptor α2 subunit, two novel RUNX1-targets, contributes to platelet dysfunction in familial platelet disorder with predisposition to acute myelogenous leukemia. Haematologica 2018; 104:1244-1255. [PMID: 30545930 PMCID: PMC6545826 DOI: 10.3324/haematol.2018.188904] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Accepted: 12/10/2018] [Indexed: 12/21/2022] Open
Abstract
Germline RUNX1 mutations lead to thrombocytopenia and platelet dysfunction in familial platelet disorder with predisposition to acute myelogenous leukemia (AML). Multiple aspects of platelet function are impaired in these patients, associated with altered expression of genes regulated by RUNX1. We aimed to identify RUNX1-targets involved in platelet function by combining transcriptome analysis of patient and shRUNX1-transduced megakaryocytes (MK). Down-regulated genes included TREM-like transcript (TLT)-1 (TREML1) and the integrin subunit alpha (α)-2 (ITGA2) of collagen receptor α2-beta (β)-1, which are involved in platelet aggregation and adhesion, respectively. RUNX1 binding to regions enriched for H3K27Ac marks was demonstrated for both genes using chromatin immunoprecipitation. Cloning of these regions upstream of the respective promoters in lentivirus allowing mCherry reporter expression showed that RUNX1 positively regulates TREML1 and ITGA2, and this regulation was abrogated after deletion of RUNX1 sites. TLT-1 content was reduced in patient MK and platelets. A blocking anti-TLT-1 antibody was able to block aggregation of normal but not patient platelets, whereas recombinant soluble TLT-1 potentiated fibrinogen binding to patient platelets, pointing to a role for TLT-1 deficiency in the platelet function defect. Low levels of α2 integrin subunit were demonstrated in patient platelets and MK, coupled with reduced platelet and MK adhesion to collagen, both under static and flow conditions. In conclusion, we show that gene expression profiling of RUNX1 knock-down or mutated MK provides a suitable approach to identify novel RUNX1 targets, among which downregulation of TREML1 and ITGA2 clearly contribute to the platelet phenotype of familial platelet disorder with predisposition to AML.
Collapse
Affiliation(s)
- Ana C Glembotsky
- Instituto de Investigaciones Médicas Alfredo Lanari, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina,Hematología Investigación, Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Universidad de Buenos Aires, Instituto de Investigaciones Médicas (IDIM), Buenos Aires, Argentina
| | - Dominika Sliwa
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc
| | - Dominique Bluteau
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc,Ecole Pratique des Hautes Etudes (EPHE), Paris, France
| | - Nathalie Balayn
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc
| | - Cecilia P Marin Oyarzún
- Instituto de Investigaciones Médicas Alfredo Lanari, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina,Hematología Investigación, Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Universidad de Buenos Aires, Instituto de Investigaciones Médicas (IDIM), Buenos Aires, Argentina
| | - Anna Raimbault
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc
| | - Marie Bordas
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc
| | - Nathalie Droin
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc,Gustave Roussy, Université Paris-Saclay, Genomic Platform UMS AMMICA, Villejuif, France
| | - Iryna Pirozhkova
- CNRS UMR 8126, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Valance Washington
- Department of Biology, University of Puerto Rico-Rio Piedras, San Juan, Puerto Rico and
| | - Nora P Goette
- Instituto de Investigaciones Médicas Alfredo Lanari, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Rosana F Marta
- Instituto de Investigaciones Médicas Alfredo Lanari, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina,Hematología Investigación, Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Universidad de Buenos Aires, Instituto de Investigaciones Médicas (IDIM), Buenos Aires, Argentina
| | - Rémi Favier
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc,Assistance Publique-Hôpitaux de Paris, Hôpital Trousseau, CRPP, Services d’Hématologie Biologique et Clinique, Paris, France
| | - Hana Raslova
- INSERM UMR 1170, Gustave Roussy, Université Paris-Saclay, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Villejuif, Franc
| | - Paula G Heller
- Instituto de Investigaciones Médicas Alfredo Lanari, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina,Hematología Investigación, Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Universidad de Buenos Aires, Instituto de Investigaciones Médicas (IDIM), Buenos Aires, Argentina
| |
Collapse
|
44
|
Lopez CK, Mercher T. [Pediatric de novo acute megakaryoblastic leukemia: an affair of complexes]. Med Sci (Paris) 2018; 34:954-962. [PMID: 30526836 DOI: 10.1051/medsci/2018237] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Pediatric acute megakaryoblastic leukemia (AMKL) are generally associated with poor prognosis and the expression of fusion oncogenes involving transcriptional regulators. Recent results indicate that the ETO2-GLIS2 fusion, associated with 25-30 % of pediatric AMKL, binds and alters the activity of regulatory regions of gene expression, called "enhancers", resulting in the deregulation of GATA and ETS factors essential for the development of hematopoietic stem cells. An imbalance in GATA/ETS factor activity is also found in other AMKL subgroups. This review addresses the transcriptional bases of transformation in pediatric AMKL and therapeutic perspectives.
Collapse
Affiliation(s)
- Cécile K Lopez
- Inserm U1170, Institut Gustave Roussy, Pavillon recherche 2, 39 rue Camille Desmoulins, 94800 Villejuif, France
| | - Thomas Mercher
- Inserm U1170, Institut Gustave Roussy, Pavillon recherche 2, 39 rue Camille Desmoulins, 94800 Villejuif, France
| |
Collapse
|
45
|
Ying Y, Hong X, Xu X, Ma K, He J, Zhu F. A novel mutation +5904 C>T of RUNX1 site in the erythroid cell-specific regulatory element decreases the ABO antigen expression in Chinese population. Vox Sang 2018; 113:594-600. [PMID: 29978484 DOI: 10.1111/vox.12676] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2018] [Revised: 04/16/2018] [Accepted: 06/10/2018] [Indexed: 12/11/2022]
Abstract
BACKGROUND An erythroid cell-specific regulatory element (+5·8-kb) in the first intron of ABO is responsible for the antigen differential expression and the regulatory activity of the element was affected by the nucleotide mutation in the +5·8-kb region. Currently, many individuals with ABO subgroups were found in the Chinese population, but there was little information about the function of +5·8-kb region in these individuals. Here, we studied the mechanism of the mutation in the +5·8-kb region responsible for reducing of antigen expression in 30 ABO subtype Chinese individuals without mutation in the coding region or splicing site. MATERIALS AND METHODS The nucleotide sequence of the partial intron 1 covering the +5·8-kb site was amplified and directly sequenced. The haplotype with the novel mutation was obtained by the TOPO TA cloning. Both of the ABO promoter and the +5·8 kb regulatory element were subcloned into the basic luciferase reporter plasmid using the double endonuclease digestion. The promoter activity was examined by the dual-luciferase report vector with K562 cells. RESULTS A novel nucleotide substitution +5904 C>T located at RUNX1-binding site in the +5·8 kb site was identified from three individuals with B subtypes. +5890 T>G were found in three Bel and one Ael phenotypes. Cotransfection and luciferase assays demonstrated that the +5904 C>T could obviously reduce activity of the +5·8 kb site. CONCLUSION The study suggested that the transcriptional activity of the +5·8 kb site could be downregulated by the single point mutation of RUNX1 motif, leading to reduction in A or B antigen expression.
Collapse
Affiliation(s)
- Y Ying
- Blood Center of Zhejiang Province, Hangzhou, China
- Key Laboratory of Blood Safety Research of Zhejiang Province, Hangzhou, China
| | - X Hong
- Blood Center of Zhejiang Province, Hangzhou, China
- Key Laboratory of Blood Safety Research of Zhejiang Province, Hangzhou, China
| | - X Xu
- Blood Center of Zhejiang Province, Hangzhou, China
- Key Laboratory of Blood Safety Research of Zhejiang Province, Hangzhou, China
| | - K Ma
- Blood Center of Zhejiang Province, Hangzhou, China
- Key Laboratory of Blood Safety Research of Zhejiang Province, Hangzhou, China
| | - J He
- Blood Center of Zhejiang Province, Hangzhou, China
- Key Laboratory of Blood Safety Research of Zhejiang Province, Hangzhou, China
| | - F Zhu
- Blood Center of Zhejiang Province, Hangzhou, China
- Key Laboratory of Blood Safety Research of Zhejiang Province, Hangzhou, China
| |
Collapse
|
46
|
Liu H, Cui Y, Wang GF, Dong Q, Yao Y, Li P, Cao C, Liu X. The nonreceptor tyrosine kinase c-Abl phosphorylates Runx1 and regulates Runx1-mediated megakaryocyte maturation. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2018; 1865:1060-1072. [PMID: 29730354 DOI: 10.1016/j.bbamcr.2018.05.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 04/28/2018] [Accepted: 05/02/2018] [Indexed: 02/07/2023]
Abstract
The transcription factor Runx1 is an essential regulator of definitive hematopoiesis, megakaryocyte (MK) maturation, and lymphocyte differentiation. Runx1 mutations that interfere with its transcriptional activity are often present in leukemia patients. Recent work demonstrated that the transcriptional activity of Runx1 is regulated by kinase-mediated phosphorylation. In this study, we showed that c-Abl, but not Arg tyrosine kinase, associated with Runx1 both in cultured cells and in vitro. c-Abl-mediated tyrosine phosphorylation in the Runx1 transcription inhibition domain negatively regulated the transcriptional activity of Runx1 and inhibited Runx1-mediated MK maturation. Consistent with these findings, increased numbers of MKs were detected in the spleens and bone marrow of abl gene conditional knockout mice. Our findings demonstrate an important role of c-Abl kinase in Runx1-mediated MK maturation and platelet formation and provide a potential mechanism of Abl kinase-regulated hematopoiesis.
Collapse
Affiliation(s)
- Hainan Liu
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China
| | - Yan Cui
- Department of Laboratory Animal Science, Third Military Medical University, Chongqing 400038, China
| | - Guang-Fei Wang
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China
| | - Qincai Dong
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China
| | - Yebao Yao
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China
| | - Ping Li
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China
| | - Cheng Cao
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China.
| | - Xuan Liu
- Beijing Institute of Biotechnology, 27 Taiping Rd, Haidian District, Beijing 100850, China.
| |
Collapse
|
47
|
Shen N, Zhao J, Schipper JL, Zhang Y, Bepler T, Leehr D, Bradley J, Horton J, Lapp H, Gordan R. Divergence in DNA Specificity among Paralogous Transcription Factors Contributes to Their Differential In Vivo Binding. Cell Syst 2018; 6:470-483.e8. [PMID: 29605182 DOI: 10.1016/j.cels.2018.02.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 02/13/2018] [Accepted: 02/14/2018] [Indexed: 12/29/2022]
Abstract
Paralogous transcription factors (TFs) are oftentimes reported to have identical DNA-binding motifs, despite the fact that they perform distinct regulatory functions. Differential genomic targeting by paralogous TFs is generally assumed to be due to interactions with protein co-factors or the chromatin environment. Using a computational-experimental framework called iMADS (integrative modeling and analysis of differential specificity), we show that, contrary to previous assumptions, paralogous TFs bind differently to genomic target sites even in vitro. We used iMADS to quantify, model, and analyze specificity differences between 11 TFs from 4 protein families. We found that paralogous TFs have diverged mainly at medium- and low-affinity sites, which are poorly captured by current motif models. We identify sequence and shape features differentially preferred by paralogous TFs, and we show that the intrinsic differences in specificity among paralogous TFs contribute to their differential in vivo binding. Thus, our study represents a step forward in deciphering the molecular mechanisms of differential specificity in TF families.
Collapse
Affiliation(s)
- Ning Shen
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA; Department of Pharmacology and Cancer Biology, Duke University, Durham, NC 27710, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA
| | - Jingkang Zhao
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA; Program in Computational Biology and Bioinformatics, Duke University, Durham, NC 27708, USA
| | - Joshua L Schipper
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA
| | - Yuning Zhang
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA; Program in Computational Biology and Bioinformatics, Duke University, Durham, NC 27708, USA
| | - Tristan Bepler
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA
| | - Dan Leehr
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA
| | - John Bradley
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA
| | - John Horton
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA
| | - Hilmar Lapp
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA
| | - Raluca Gordan
- Center for Genomic and Computational Biology, Duke University, Durham, NC 27708, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA; Department of Computer Science, Duke University, Durham, NC 27708, USA; Department of Molecular Genetics and Microbiology, Duke University, Durham, NC 27710, USA.
| |
Collapse
|
48
|
Distinct mechanisms of regulation of the ITGA6 and ITGB4 genes by RUNX1 in myeloid cells. J Cell Physiol 2017; 233:3439-3453. [DOI: 10.1002/jcp.26197] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 09/14/2017] [Indexed: 01/04/2023]
|
49
|
Herkt SC, Kuvardina ON, Herglotz J, Schneider L, Meyer A, Pommerenke C, Salinas-Riester G, Seifried E, Bonig H, Lausen J. Protein arginine methyltransferase 6 controls erythroid gene expression and differentiation of human CD34 + progenitor cells. Haematologica 2017; 103:18-29. [PMID: 29025910 PMCID: PMC5777187 DOI: 10.3324/haematol.2017.174516] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 10/06/2017] [Indexed: 01/22/2023] Open
Abstract
Hematopoietic differentiation is driven by transcription factors, which orchestrate a finely tuned transcriptional network. At bipotential branching points lineage decisions are made, where key transcription factors initiate cell type-specific gene expression programs. These programs are stabilized by the epigenetic activity of recruited chromatin-modifying cofactors. An example is the association of the transcription factor RUNX1 with protein arginine methyltransferase 6 (PRMT6) at the megakaryocytic/erythroid bifurcation. However, little is known about the specific influence of PRMT6 on this important branching point. Here, we show that PRMT6 inhibits erythroid gene expression during megakaryopoiesis of primary human CD34+ progenitor cells. PRMT6 is recruited to erythroid genes, such as glycophorin A. Consequently, a repressive histone modification pattern with high H3R2me2a and low H3K4me3 is established. Importantly, inhibition of PRMT6 by shRNA or small molecule inhibitors leads to upregulation of erythroid genes and promotes erythropoiesis. Our data reveal that PRMT6 plays a role in the control of erythroid/megakaryocytic differentiation and open up the possibility that manipulation of PRMT6 activity could facilitate enhanced erythropoiesis for therapeutic use.
Collapse
Affiliation(s)
- Stefanie C Herkt
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | - Olga N Kuvardina
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | - Julia Herglotz
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | - Lucas Schneider
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | - Annekarin Meyer
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | | | | | - Erhard Seifried
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | - Halvard Bonig
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| | - Jörn Lausen
- Institute for Transfusion Medicine and Immunohematology, Goethe-University and German Red Cross Blood Service, Frankfurt am Main
| |
Collapse
|
50
|
Vo N, Anh Suong DN, Yoshino N, Yoshida H, Cotterill S, Yamaguchi M. Novel roles of HP1a and Mcm10 in DNA replication, genome maintenance and photoreceptor cell differentiation. Nucleic Acids Res 2017; 45:1233-1254. [PMID: 28180289 PMCID: PMC5388399 DOI: 10.1093/nar/gkw1174] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Revised: 11/04/2016] [Accepted: 11/13/2016] [Indexed: 01/21/2023] Open
Abstract
Both Mcm10 and HP1a are known to be required for DNA replication. However, underlying mechanism is not clarified yet especially for HP1. Knockdown of both HP1a and Mcm10 genes inhibited the progression of S phase in Drosophila eye imaginal discs. Proximity Ligation Assay (PLA) demonstrated that HP1a is in close proximity to DNA replication proteins including Mcm10, RFC140 and DNA polymerase ε 255 kDa subunit in S-phase. This was further confirmed by co-immunoprecipitation assay. The PLA signals between Mcm10 and HP1a are specifically observed in the mitotic cycling cells, but not in the endocycling cells. Interestingly, many cells in the posterior regions of eye imaginal discs carrying a double knockdown of Mcm10 and HP1a induced ectopic DNA synthesis and DNA damage without much of ectopic apoptosis. Therefore, the G1-S checkpoint may be affected by knockdown of both proteins. This event was also the case with other HP family proteins such as HP4 and HP6. In addition, both Mcm10 and HP1a are required for differentiation of photoreceptor cells R1, R6 and R7. Further analyses on several developmental genes involved in the photoreceptor cell differentiation suggest that a role of both proteins is mediated by regulation of the lozenge gene.
Collapse
Affiliation(s)
- Nicole Vo
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan.,The Center for Advanced Insect Research, Kyoto Institute of Technology, Kyoto, Japan
| | - Dang Ngoc Anh Suong
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan.,The Center for Advanced Insect Research, Kyoto Institute of Technology, Kyoto, Japan
| | - Natsuki Yoshino
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan.,The Center for Advanced Insect Research, Kyoto Institute of Technology, Kyoto, Japan
| | - Hideki Yoshida
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan.,The Center for Advanced Insect Research, Kyoto Institute of Technology, Kyoto, Japan
| | - Sue Cotterill
- Department of Basic Medical Sciences, St Georges, University of London, London, UK
| | - Masamitsu Yamaguchi
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan.,The Center for Advanced Insect Research, Kyoto Institute of Technology, Kyoto, Japan
| |
Collapse
|