1
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Piroeva KV, McDonald C, Xanthopoulos C, Fox C, Clarkson CT, Mallm JP, Vainshtein Y, Ruje L, Klett LC, Stilgenbauer S, Mertens D, Kostareli E, Rippe K, Teif VB. Nucleosome repositioning in chronic lymphocytic leukemia. Genome Res 2023; 33:1649-1661. [PMID: 37699659 PMCID: PMC10691546 DOI: 10.1101/gr.277298.122] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 09/07/2023] [Indexed: 09/14/2023]
Abstract
The location of nucleosomes in the human genome determines the primary chromatin structure and regulates access to regulatory regions. However, genome-wide information on deregulated nucleosome occupancy and its implications in primary cancer cells is scarce. Here, we conducted a genome-wide comparison of high-resolution nucleosome maps in peripheral blood B cells from patients with chronic lymphocytic leukemia (CLL) and healthy individuals at single-base-pair resolution. Our investigation uncovered significant changes of nucleosome positioning in CLL. Globally, the spacing between nucleosomes-the nucleosome repeat length (NRL)-is shortened in CLL. This effect is stronger in the more aggressive IGHV-unmutated CLL subtype than in the IGHV-mutated CLL subtype. Changes in nucleosome occupancy at specific sites are linked to active chromatin remodeling and reduced DNA methylation. Nucleosomes lost or gained in CLL marks differential binding of 3D chromatin organizers such as CTCF as well as immune response-related transcription factors and delineated mechanisms of epigenetic deregulation. The principal component analysis of nucleosome occupancy in cancer-specific regions allowed the classification of samples between cancer subtypes and normal controls. Furthermore, patients could be better assigned to CLL subtypes according to differential nucleosome occupancy than based on DNA methylation or gene expression. Thus, nucleosome positioning constitutes a novel readout to dissect molecular mechanisms of disease progression and to stratify patients. Furthermore, we anticipate that the global nucleosome repositioning detected in our study, such as changes in the NRL, can be exploited for liquid biopsy applications based on cell-free DNA to stratify patients and monitor disease progression.
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Affiliation(s)
- Kristan V Piroeva
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom
| | - Charlotte McDonald
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast BT9 7BL, United Kingdom
| | - Charalampos Xanthopoulos
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast BT9 7BL, United Kingdom
| | - Chelsea Fox
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom
| | - Christopher T Clarkson
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom
| | - Jan-Philipp Mallm
- German Cancer Research Center (DKFZ) Heidelberg, Single Cell Open Lab, 69120 Heidelberg, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Division of Chromatin Networks, 69120 Heidelberg, Germany
- Center for Quantitative Analysis of Molecular and Cellular Biosystems (BioQuant), Heidelberg University, 69120 Heidelberg, Germany
| | - Yevhen Vainshtein
- Fraunhofer-Institut für Grenzflächen- und Bioverfahrenstechnik IGB, 70569 Stuttgart, Germany
| | - Luminita Ruje
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom
| | - Lara C Klett
- German Cancer Research Center (DKFZ) Heidelberg, Division of Chromatin Networks, 69120 Heidelberg, Germany
- Center for Quantitative Analysis of Molecular and Cellular Biosystems (BioQuant), Heidelberg University, 69120 Heidelberg, Germany
| | - Stephan Stilgenbauer
- Division of CLL, University Hospital Ulm, Department of Internal Medicine III, 89081 Ulm, Germany
| | - Daniel Mertens
- Division of CLL, University Hospital Ulm, Department of Internal Medicine III, 89081 Ulm, Germany
- German Cancer Research Center (DKFZ) Heidelberg, Cooperation Unit Mechanisms of Leukemogenesis, 69120 Heidelberg, Germany
| | - Efterpi Kostareli
- Wellcome-Wolfson Institute for Experimental Medicine, Queen's University Belfast, Belfast BT9 7BL, United Kingdom;
| | - Karsten Rippe
- German Cancer Research Center (DKFZ) Heidelberg, Division of Chromatin Networks, 69120 Heidelberg, Germany;
- Center for Quantitative Analysis of Molecular and Cellular Biosystems (BioQuant), Heidelberg University, 69120 Heidelberg, Germany
| | - Vladimir B Teif
- School of Life Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom;
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2
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Yan H, Tian S, Kleinstern G, Wang Z, Lee JH, Boddicker NJ, Cerhan JR, Kay NE, Braggio E, Slager SL. Chronic lymphocytic leukemia (CLL) risk is mediated by multiple enhancer variants within CLL risk loci. Hum Mol Genet 2021; 29:2761-2774. [PMID: 32744316 DOI: 10.1093/hmg/ddaa165] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 07/02/2020] [Accepted: 07/25/2020] [Indexed: 12/12/2022] Open
Abstract
Chronic lymphocytic leukemia (CLL) is the most common adult leukemia in Western countries. It has a strong genetic basis, showing a ~ 8-fold increased risk of CLL in first-degree relatives. Genome-wide association studies (GWAS) have identified 41 risk variants across 41 loci. However, for a majority of the loci, the functional variants and the mechanisms underlying their causal roles remain undefined. Here, we examined the genetic and epigenetic features associated with 12 index variants, along with any correlated (r2 ≥ 0.5) variants, at the CLL risk loci located outside of gene promoters. Based on publicly available ChIP-seq and chromatin accessibility data as well as our own ChIP-seq data from CLL patients, we identified six candidate functional variants at six loci and at least two candidate functional variants at each of the remaining six loci. The functional variants are predominantly located within enhancers or super-enhancers, including bi-directionally transcribed enhancers, which are often restricted to immune cell types. Furthermore, we found that, at 78% of the functional variants, the alternative alleles altered the transcription factor binding motifs or histone modifications, indicating the involvement of these variants in the change of local chromatin state. Finally, the enhancers carrying functional variants physically interacted with genes enriched in the type I interferon signaling pathway, apoptosis, or TP53 network that are known to play key roles in CLL. These results support the regulatory roles for inherited noncoding variants in the pathogenesis of CLL.
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Affiliation(s)
- Huihuang Yan
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Shulan Tian
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Geffen Kleinstern
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Zhiquan Wang
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Jeong-Heon Lee
- Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN 55905, USA
| | | | - James R Cerhan
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Neil E Kay
- Division of Hematology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Esteban Braggio
- Division of Hematology/Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ 85259, USA
| | - Susan L Slager
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
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3
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Banerjee M, Volpert V. Stochastic intracellular regulation can remove oscillations in a model of tissue growth. MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA 2020; 37:551-568. [PMID: 32735317 DOI: 10.1093/imammb/dqaa009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 03/28/2020] [Accepted: 06/19/2020] [Indexed: 01/06/2023]
Abstract
The work is devoted to the analysis of cell population dynamics where cells make a choice between differentiation and apoptosis. This choice is based on the values of intracellular proteins whose concentrations are described by a system of ordinary differential equations with bistable dynamics. Intracellular regulation and cell fate are controlled by the extracellular regulation through the number of differentiated cells. It is shown that the total cell number necessarily oscillates if the initial condition in the intracellular regulation is fixed. These oscillations can be suppressed if the initial condition is a random variable with a sufficiently large variation. Thus, the result of the work suggests a possible answer to the question about the role of stochasticity in the intracellular regulation.
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Affiliation(s)
- M Banerjee
- Department of Mathematics and Statistics, Indian Institute of Technology Kanpur, Kanpur 208016, India
| | - V Volpert
- Institut Camille Jordan, UMR 5208 CNRS, University Lyon 1, 69622 Villeurbanne, France.,INRIA, Université de Lyon, Université Lyon 1, Institut Camille Jordan, 43 Bd. du 11 Novembre 1918, 69200 Villeurbanne Cedex, France.,Peoples' Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow 117198, Russian Federation
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4
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A Unique Epigenomic Landscape Defines Human Erythropoiesis. Cell Rep 2020; 28:2996-3009.e7. [PMID: 31509757 PMCID: PMC6863094 DOI: 10.1016/j.celrep.2019.08.020] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 06/28/2019] [Accepted: 08/02/2019] [Indexed: 12/15/2022] Open
Abstract
Mammalian erythropoiesis yields a highly specialized cell type, the mature erythrocyte, evolved to meet the organismal needs of increased oxygen-carrying capacity. To better understand the regulation of erythropoiesis, we performed genome-wide studies of chromatin accessibility, DNA methylation, and transcriptomics using a recently developed strategy to obtain highly purified populations of primary human erythroid cells. The integration of gene expression, DNA methylation, and chromatin state dynamics reveals that stage-specific gene regulation during erythropoiesis is a stepwise and hierarchical process involving many cis-regulatory elements. Erythroid-specific, nonpromoter sites of chromatin accessibility are linked to erythroid cell phenotypic variation and inherited disease. Comparative analyses of stage-specific chromatin accessibility indicate that there is limited early chromatin priming of erythroid genes during hematopoiesis. The epigenome of terminally differentiating erythroid cells defines a distinct subset of highly specialized cells that are vastly dissimilar from other hematopoietic and nonhematopoietic cell types. These epigenomic and transcriptome data are powerful tools to study human erythropoiesis. Schulz et al. use genome-wide studies of chromatin accessibility, DNA methylation, and transcriptomes in primary human erythroid cells to reveal important characteristics of erythropoiesis. Chromatin accessibility of terminal erythroid differentiation is markedly dissimilar from other hematopoietic cell types. Epigenomic changes are linked to erythroid cell traits and disease genes.
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5
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Tu J, Liu X, Jia H, Reilly J, Yu S, Cai C, Liu F, Lv Y, Huang Y, Lu Z, Han S, Jiang T, Shu X, Wu X, Tang Z, Lu Q, Liu M. The chromatin remodeler Brg1 is required for formation and maintenance of hematopoietic stem cells. FASEB J 2020; 34:11997-12008. [PMID: 32738093 DOI: 10.1096/fj.201903168rr] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 06/21/2020] [Accepted: 06/24/2020] [Indexed: 11/11/2022]
Abstract
Hematopoietic stem and progenitor cells (HSPCs) have the ability to self-renew and differentiate into various blood cells, thus playing an important role in maintenance of lifelong hematopoiesis. Brahma-related gene 1 (BRG1), which acts as the ATP subunit of mammalian SWI-SNF-related chromatin remodeling complexes, is involved in human acute myeloid leukemia and highly expresses in short-term HSPCs. But its role and regulatory mechanism for HSPC development have not yet been well established. Here, we generated a brg1 knockout zebrafish model using TALEN technology. We found that in brg1-/- embryo, the primitive hematopoiesis remained well, while definitive hematopoiesis formation was significantly impaired. The number of hemogenic endothelial cells was decreased, further affecting definitive hematopoiesis with reduced myeloid and lymphoid cells. During embryogenesis, the nitric oxide (NO) microenvironment in brg1-/- embryo was seriously damaged and the reduction of HSPCs could be partially rescued by a NO donor. Chromatin immunoprecipitation (ChIP) assays showed that BRG1 could bind to the promoter of KLF2 and trigger its transcriptional activity of NO synthase. Our findings show that Brg1 promotes klf2a expression in hemogenic endothelium and highlight a novel mechanism for HSPC formation and maintenance.
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Affiliation(s)
- Jiayi Tu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Xiliang Liu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Haibo Jia
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - James Reilly
- Department of Biological and Biomedical Sciences, Glasgow Caledonian University, Glasgow, Scotland
| | - Shanshan Yu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Chen Cai
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Fei Liu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Yuexia Lv
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Yuwen Huang
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Zhaojing Lu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Shanshan Han
- Medical College, China Three Gorges University, Yichang, China
| | - Tao Jiang
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Xinhua Shu
- Department of Biological and Biomedical Sciences, Glasgow Caledonian University, Glasgow, Scotland
| | - Xiaoyan Wu
- Department of Pediatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhaohui Tang
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Qunwei Lu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
| | - Mugen Liu
- Key Laboratory of Molecular Biophysics of Ministry of Education, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, PR China
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6
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Harvey A, Caretti G, Moresi V, Renzini A, Adamo S. Interplay between Metabolites and the Epigenome in Regulating Embryonic and Adult Stem Cell Potency and Maintenance. Stem Cell Reports 2019; 13:573-589. [PMID: 31597110 PMCID: PMC6830055 DOI: 10.1016/j.stemcr.2019.09.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 08/29/2019] [Accepted: 09/06/2019] [Indexed: 12/15/2022] Open
Abstract
The environment surrounding stem cells has the ability to elicit profound, heritable epigenetic changes orchestrated by multiple epigenetic mechanisms, which can be modulated by the level of specific metabolites. In this review, we highlight the significance of metabolism in regulating stem cell homeostasis, cell state, and differentiation capacity, using metabolic regulation of embryonic and adult muscle stem cells as examples, and cast light on the interaction between cellular metabolism and epigenetics. These new regulatory networks, based on the dynamic interplay between metabolism and epigenetics in stem cell biology, are important, not only for understanding tissue homeostasis, but to determine in vitro culture conditions which accurately support normal cell physiology.
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Affiliation(s)
- Alexandra Harvey
- School of BioSciences, University of Melbourne, Parkville, VIC 2010, Australia
| | - Giuseppina Caretti
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Viviana Moresi
- Department of Anatomy, Histology, Forensic Medicine & Orthopedics, Histology & Medical Embryology Section, Sapienza University of Rome and Interuniversity Institute of Myology, Rome, Italy.
| | - Alessandra Renzini
- Department of Anatomy, Histology, Forensic Medicine & Orthopedics, Histology & Medical Embryology Section, Sapienza University of Rome and Interuniversity Institute of Myology, Rome, Italy
| | - Sergio Adamo
- Department of Anatomy, Histology, Forensic Medicine & Orthopedics, Histology & Medical Embryology Section, Sapienza University of Rome and Interuniversity Institute of Myology, Rome, Italy
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7
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Ho PJ, Lloyd SM, Bao X. Unwinding chromatin at the right places: how BAF is targeted to specific genomic locations during development. Development 2019; 146:146/19/dev178780. [PMID: 31570369 DOI: 10.1242/dev.178780] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The BAF (SWI/SNF) chromatin remodeling complex plays a crucial role in modulating spatiotemporal gene expression during mammalian development. Although its remodeling activity was characterized in vitro decades ago, the complex actions of BAF in vivo have only recently begun to be unraveled. In living cells, BAF only binds to and remodels a subset of genomic locations. This selectivity of BAF genomic targeting is crucial for cell-type specification and for mediating precise responses to environmental signals. Here, we provide an overview of the distinct molecular mechanisms modulating BAF chromatin binding, including its combinatory assemblies, DNA/histone modification-binding modules and post-translational modifications, as well as its interactions with proteins, RNA and lipids. This Review aims to serve as a primer for future studies to decode the actions of BAF in developmental processes.
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Affiliation(s)
- Patric J Ho
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Sarah M Lloyd
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA
| | - Xiaomin Bao
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60208, USA .,Department of Dermatology, Northwestern University, Evanston, IL 60208, USA.,Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Evanston, IL 60208, USA
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8
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Altuna M, Urdánoz-Casado A, Sánchez-Ruiz de Gordoa J, Zelaya MV, Labarga A, Lepesant JMJ, Roldán M, Blanco-Luquin I, Perdones Á, Larumbe R, Jericó I, Echavarri C, Méndez-López I, Di Stefano L, Mendioroz M. DNA methylation signature of human hippocampus in Alzheimer's disease is linked to neurogenesis. Clin Epigenetics 2019; 11:91. [PMID: 31217032 PMCID: PMC6585076 DOI: 10.1186/s13148-019-0672-7] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 04/25/2019] [Indexed: 12/22/2022] Open
Abstract
Background Drawing the epigenome landscape of Alzheimer’s disease (AD) still remains a challenge. To characterize the epigenetic molecular basis of the human hippocampus in AD, we profiled genome-wide DNA methylation levels in hippocampal samples from a cohort of pure AD patients and controls by using the Illumina 450K methylation arrays. Results Up to 118 AD-related differentially methylated positions (DMPs) were identified in the AD hippocampus, and extended mapping of specific regions was obtained by bisulfite cloning sequencing. AD-related DMPs were significantly correlated with phosphorylated tau burden. Functional analysis highlighted that AD-related DMPs were enriched in poised promoters that were not generally maintained in committed neural progenitor cells, as shown by ChiP-qPCR experiments. Interestingly, AD-related DMPs preferentially involved neurodevelopmental and neurogenesis-related genes. Finally, InterPro ontology analysis revealed enrichment in homeobox-containing transcription factors in the set of AD-related DMPs. Conclusions These results suggest that altered DNA methylation in the AD hippocampus occurs at specific regulatory regions crucial for neural differentiation supporting the notion that adult hippocampal neurogenesis may play a role in AD through epigenetic mechanisms. Graphical abstract ![]()
Electronic supplementary material The online version of this article (10.1186/s13148-019-0672-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Miren Altuna
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain.,Department of Neurology, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Amaya Urdánoz-Casado
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain
| | - Javier Sánchez-Ruiz de Gordoa
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain.,Department of Neurology, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - María V Zelaya
- Department of Pathology, Complejo Hospitalario de Navarra- IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Alberto Labarga
- Bioinformatics Unit, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Julie M J Lepesant
- Laboratoire de biologie cellulaire et moléculaire du contrôle de la prolifération (LBCMCP), Université Paul Sabatier, CNRS, Toulouse, France
| | - Miren Roldán
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain
| | - Idoia Blanco-Luquin
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain
| | - Álvaro Perdones
- Bioinformatics Unit, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Rosa Larumbe
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain.,Department of Neurology, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Ivonne Jericó
- Department of Neurology, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Carmen Echavarri
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain.,Department of Neurology, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain
| | - Iván Méndez-López
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain.,Department of Internal Medicine, Hospital García-Orcoyen, Estella, Spain
| | - Luisa Di Stefano
- Laboratoire de biologie cellulaire et moléculaire du contrôle de la prolifération (LBCMCP), Université Paul Sabatier, CNRS, Toulouse, France
| | - Maite Mendioroz
- Neuroepigenetics Laboratory, Navarrabiomed, Public University of Navarre (UPNA), IdiSNA (Navarra Institute for Health Research), c/ Irunlarrea, 3, 31008, Pamplona, Spain. .,Department of Neurology, Complejo Hospitalario de Navarra, IdiSNA (Navarra Institute for Health Research), Pamplona, Spain.
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9
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Xue Y, Meehan B, Macdonald E, Venneti S, Wang XQD, Witkowski L, Jelinic P, Kong T, Martinez D, Morin G, Firlit M, Abedini A, Johnson RM, Cencic R, Patibandla J, Chen H, Papadakis AI, Auguste A, de Rink I, Kerkhoven RM, Bertos N, Gotlieb WH, Clarke BA, Leary A, Witcher M, Guiot MC, Pelletier J, Dostie J, Park M, Judkins AR, Hass R, Levine DA, Rak J, Vanderhyden B, Foulkes WD, Huang S. CDK4/6 inhibitors target SMARCA4-determined cyclin D1 deficiency in hypercalcemic small cell carcinoma of the ovary. Nat Commun 2019; 10:558. [PMID: 30718512 PMCID: PMC6361890 DOI: 10.1038/s41467-018-06958-9] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 10/04/2018] [Indexed: 12/22/2022] Open
Abstract
Inactivating mutations in SMARCA4 (BRG1), a key SWI/SNF chromatin remodelling gene, underlie small cell carcinoma of the ovary, hypercalcemic type (SCCOHT). To reveal its druggable vulnerabilities, we perform kinase-focused RNAi screens and uncover that SMARCA4-deficient SCCOHT cells are highly sensitive to the inhibition of cyclin-dependent kinase 4/6 (CDK4/6). SMARCA4 loss causes profound downregulation of cyclin D1, which limits CDK4/6 kinase activity in SCCOHT cells and leads to in vitro and in vivo susceptibility to CDK4/6 inhibitors. SCCOHT patient tumors are deficient in cyclin D1 yet retain the retinoblastoma-proficient/p16INK4a-deficient profile associated with positive responses to CDK4/6 inhibitors. Thus, our findings indicate that CDK4/6 inhibitors, approved for a breast cancer subtype addicted to CDK4/6 activation, could be repurposed to treat SCCOHT. Moreover, our study suggests a novel paradigm whereby critically low oncogene levels, caused by loss of a driver tumor suppressor, may also be exploited therapeutically.
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Affiliation(s)
- Yibo Xue
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Brian Meehan
- Department of Pediatrics, McGill University, Montreal, QC, H4A 3J1, Canada
- Research Institute of McGill University Health Centre Montreal Children's Hospital, Montreal, QC, H4A 3J1, Canada
| | - Elizabeth Macdonald
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON, K1Y 4E9, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, K1H 8M5, Canada
| | - Sriram Venneti
- Pathology and Neuropathology, University of Michigan Medical School, Ann Arbor, MI, 48109-0605, USA
| | - Xue Qing D Wang
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
| | - Leora Witkowski
- Department of Human Genetics, McGill University, Montreal, QC, H3A 0C7, Canada
- Department of Medical Genetics, Jewish General Hospital, McGill University, Montreal, QC, H3T 1E2, Canada
- Lady Davis Institute, McGill University, Montreal, QC, H3T 1E2, Canada
- Department of Medical Genetics and Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, H4A 3JI, Canada
| | - Petar Jelinic
- Gynecologic Oncology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY, 10016, USA
| | - Tim Kong
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Daniel Martinez
- Children's Hospital of Philadelphia Research Institute, Philadelphia, PA, 19104, USA
| | - Geneviève Morin
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Michelle Firlit
- Gynecologic Oncology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY, 10016, USA
| | - Atefeh Abedini
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON, K1Y 4E9, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, K1H 8M5, Canada
| | - Radia M Johnson
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Regina Cencic
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Jay Patibandla
- Gynecologic Oncology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY, 10016, USA
| | - Hongbo Chen
- School of Pharmaceutical Sciences (Shenzhen), Sun Yat-Sat University, 510275, Guangzhou, China
| | - Andreas I Papadakis
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Aurelie Auguste
- Department of Cancer Medicine, Gustave Roussy, INSERM U981, 94800, Villejuif, France
| | - Iris de Rink
- Genomics Core Facility, The Netherlands Cancer Institute, 1066 CX, Amsterdam, The Netherlands
| | - Ron M Kerkhoven
- Genomics Core Facility, The Netherlands Cancer Institute, 1066 CX, Amsterdam, The Netherlands
| | - Nicholas Bertos
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Walter H Gotlieb
- Division of Gynecologic Oncology, Segal Cancer Center, Jewish General Hospital, McGill University, Montreal, QC, H3T 1E2, Canada
| | - Blaise A Clarke
- Department of Laboratory Medicine and Pathobiology, University of Toronto, University Health Network, Toronto, ON, M5G 2C4, Canada
| | - Alexandra Leary
- Department of Cancer Medicine, Gustave Roussy, INSERM U981, 94800, Villejuif, France
| | - Michael Witcher
- Department of Oncology, McGill University, Montreal, QC, H3T 1E2, Canada
- Department of Experimental Medicine, McGill University, Montreal, QC, H3T 1E2, Canada
- Lady Davis Institute, Jewish General Hospital, Montreal, QC, H3T 1E2, Canada
- Segal Cancer Centre, Jewish General Hospital, Montreal, QC, H3T 1E2, Canada
| | - Marie-Christine Guiot
- Department of Pathology, Montreal Neurological Hospital/Institute, McGill University Health Centre, Montreal, QC, H3A 2B4, Canada
| | - Jerry Pelletier
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Josée Dostie
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
| | - Morag Park
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada
| | - Alexander R Judkins
- Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Keck School of Medicine of University of Southern California, Los Angeles, CA, 90027, USA
| | - Ralf Hass
- Biochemistry and Tumor Biology Laboratory, Department of Gynecology and Obstetrics, Medical University Hannover, 30625, Hannover, Germany
| | - Douglas A Levine
- Gynecologic Oncology, Laura and Isaac Perlmutter Cancer Center, NYU Langone Medical Center, New York, NY, 10016, USA
| | - Janusz Rak
- Department of Pediatrics, McGill University, Montreal, QC, H4A 3J1, Canada
- Research Institute of McGill University Health Centre Montreal Children's Hospital, Montreal, QC, H4A 3J1, Canada
| | - Barbara Vanderhyden
- Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, Ottawa, ON, K1Y 4E9, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, K1H 8M5, Canada
| | - William D Foulkes
- Department of Human Genetics, McGill University, Montreal, QC, H3A 0C7, Canada.
- Department of Medical Genetics, Jewish General Hospital, McGill University, Montreal, QC, H3T 1E2, Canada.
- Lady Davis Institute, McGill University, Montreal, QC, H3T 1E2, Canada.
- Department of Medical Genetics and Cancer Research Program, Research Institute of the McGill University Health Centre, McGill University, Montreal, QC, H4A 3JI, Canada.
| | - Sidong Huang
- Department of Biochemistry, McGill University, Montreal, QC, H3G 1Y6, Canada.
- The Rosalind & Morris Goodman Cancer Research Centre, McGill University, Montreal, QC, H3A 1A3, Canada.
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10
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Cheikhi A, Wallace C, St Croix C, Cohen C, Tang WY, Wipf P, Benos PV, Ambrosio F, Barchowsky A. Mitochondria are a substrate of cellular memory. Free Radic Biol Med 2019; 130:528-541. [PMID: 30472365 DOI: 10.1016/j.freeradbiomed.2018.11.028] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 11/19/2018] [Accepted: 11/21/2018] [Indexed: 12/26/2022]
Abstract
Cellular memory underlies cellular identity, and thus constitutes a unifying mechanism of genetic disposition, environmental influences, and cellular adaptation. Here, we demonstrate that enduring physicochemical changes of mitochondrial networks invoked by transient stress, a phenomenon we term 'mitoengrams', underlie the transgenerational persistence of epigenetically scripted cellular behavior. Using C2C12 myogenic stem-like cells, we show that stress memory elicited by transient, low-level arsenite exposure is stored within a self-renewing subpopulation of progeny cells in a mitochondrial-dependent fashion. Importantly, we demonstrate that erasure of mitoengrams by administration of mitochondria-targeted electron scavenger was sufficient to reset key epigenetic marks of cellular memory and redirect the identity of the mitoengram-harboring progeny cells to a non-stress-like state. Together, our findings indicate that mnemonic information emanating from mitochondria support the balance between the persistence and transience of cellular memory.
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Affiliation(s)
- Amin Cheikhi
- Division of Geriatric Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, PA 15261, USA.
| | - Callen Wallace
- Center for Biological Imaging, University of Pittsburgh, Pittsburgh, PA 15261, USA.
| | - Claudette St Croix
- Center for Biological Imaging, University of Pittsburgh, Pittsburgh, PA 15261, USA; Department of Cell Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
| | - Charles Cohen
- Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Wan-Yee Tang
- Department of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.
| | - Peter Wipf
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, USA.
| | - Panagiotis V Benos
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
| | - Fabrisia Ambrosio
- Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, PA 15261, USA; Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA; McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15261, USA.
| | - Aaron Barchowsky
- Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, PA 15261, USA; Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA.
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11
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Acetylated histone variant H2A.Z is involved in the activation of neo-enhancers in prostate cancer. Nat Commun 2017; 8:1346. [PMID: 29116202 PMCID: PMC5676741 DOI: 10.1038/s41467-017-01393-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2016] [Accepted: 09/14/2017] [Indexed: 11/10/2022] Open
Abstract
Acetylation of the histone variant H2A.Z (H2A.Zac) occurs at active promoters and is associated with oncogene activation in prostate cancer, but its role in enhancer function is still poorly understood. Here we show that H2A.Zac containing nucleosomes are commonly redistributed to neo-enhancers in cancer resulting in a concomitant gain of chromatin accessibility and ectopic gene expression. Notably incorporation of acetylated H2A.Z nucleosomes is a pre-requisite for activation of Androgen receptor (AR) associated enhancers. H2A.Zac nucleosome occupancy is rapidly remodeled to flank the AR sites to initiate the formation of nucleosome-free regions and the production of AR-enhancer RNAs upon androgen treatment. Remarkably higher levels of global H2A.Zac correlate with poorer prognosis. Altogether these data demonstrate the novel contribution of H2A.Zac in activation of newly formed enhancers in prostate cancer. Acetylation of the histone variant H2A.Z at gene promoters is associated with oncogene activation; however, it is unclear if such modification has a role in regulating the function of enhancers. Here the authors show that acetylated H2A.Z is redistributed at cancer neo-enhancers and regulates the activity of specific enhancers of cancer-related genes.
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12
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Antoniani C, Romano O, Miccio A. Concise Review: Epigenetic Regulation of Hematopoiesis: Biological Insights and Therapeutic Applications. Stem Cells Transl Med 2017; 6:2106-2114. [PMID: 29080249 PMCID: PMC5702521 DOI: 10.1002/sctm.17-0192] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 09/28/2017] [Indexed: 12/25/2022] Open
Abstract
Hematopoiesis is the process of blood cell formation starting from hematopoietic stem/progenitor cells (HSPCs). The understanding of regulatory networks involved in hematopoiesis and their impact on gene expression is crucial to decipher the molecular mechanisms that control hematopoietic development in physiological and pathological conditions, and to develop novel therapeutic strategies. An increasing number of epigenetic studies aim at defining, on a genome‐wide scale, the cis‐regulatory sequences (e.g., promoters and enhancers) used by human HSPCs and their lineage‐restricted progeny at different stages of development. In parallel, human genetic studies allowed the discovery of genetic variants mapping to cis‐regulatory elements and associated with hematological phenotypes and diseases. Here, we summarize recent epigenetic and genetic studies in hematopoietic cells that give insights into human hematopoiesis and provide a knowledge basis for the development of novel therapeutic approaches. As an example, we discuss the therapeutic approaches targeting cis‐regulatory regions to reactivate fetal hemoglobin for the treatment of β‐hemoglobinopathies. Epigenetic studies allowed the definition of cis‐regulatory sequences used by human hematopoietic cells. Promoters and enhancers are targeted by transcription factors and are characterized by specific histone modifications. Genetic variants mapping to cis‐regulatory elements are often associated with hematological phenotypes and diseases. In some cases, these variants can alter the binding of transcription factors, thus changing the expression of the target genes. Targeting cis‐regulatory sequences represents a promising therapeutic approach for many hematological diseases. Stem Cells Translational Medicine2017;6:2106–2114
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Affiliation(s)
- Chiara Antoniani
- Laboratory of Chromatin and Gene Regulation During Development, INSERM UMR1163, Imagine Institute, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Imagine Institute, Paris, France
| | - Oriana Romano
- Laboratory of Chromatin and Gene Regulation During Development, INSERM UMR1163, Imagine Institute, Paris, France.,Department of Life Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Annarita Miccio
- Laboratory of Chromatin and Gene Regulation During Development, INSERM UMR1163, Imagine Institute, Paris, France.,Paris Descartes, Sorbonne Paris Cité University, Imagine Institute, Paris, France
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13
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Distinct functions of histone H3, lysine 4 methyltransferases in normal and malignant hematopoiesis. Curr Opin Hematol 2017; 24:322-328. [PMID: 28375985 DOI: 10.1097/moh.0000000000000346] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
PURPOSE OF REVIEW Histone H3, lysine 4 (H3K4) methylation is one chromatin modification that defines distinct regulatory states of euchromatin. Mammals express six main histone methyltransferase (HMT) enzymes that modify H3K4 by monomethylation, dimethylation or trimethylation. Recent studies examine roles of some of these HMTs and their cofactors in hematopoiesis and leukemia. We discuss these emerging studies together with prior embryonic stem data, revealing how these enzymes function. RECENT FINDINGS Murine models have been employed to conditionally or constitutively knockout HMTs (MLL1/KMT2A, MLL2/KMT2B, MLL3/KMT2C, MLL4/KMT2D, SETD1A/KMT2F and SETD1B/KMT2G) as well as specific domains or partners of these enzymes in normal hematopoietic populations and in the context of hematologic malignancies. These studies demonstrate that global or gene-specific changes in H3K4 modification levels can be attributed to particular enzymes in particular tissues. SUMMARY Loss-of-function studies indicate largely nonoverlapping roles of the six H3K4 HMTs. These roles are not all necessarily due to differences in enzymatic activity and are not always accompanied by large global changes in histone modification. Both gain-of-function and loss-of-function mutations in hematologic malignancy are restricted to MLL1 and MLL3/MLL4, but emerging data indicate that SETD1A/SETD1B and MLL2 can be critical in leukemia as well.
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14
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The Regulatory Capacity of Bivalent Genes-A Theoretical Approach. Int J Mol Sci 2017; 18:ijms18051069. [PMID: 28513551 PMCID: PMC5454979 DOI: 10.3390/ijms18051069] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 05/08/2017] [Accepted: 05/10/2017] [Indexed: 02/07/2023] Open
Abstract
Bivalent genes are frequently associated with developmental and lineage specification processes. Resolving their bivalency enables fast changes in their expression, which potentially can trigger cell fate decisions. Here, we provide a theoretical model of bivalency that allows for predictions on the occurrence, stability and regulatory capacity of this prominent modification state. We suggest that bivalency enables balanced gene expression heterogeneity that constitutes a prerequisite of robust lineage priming in somatic stem cells. Moreover, we demonstrate that interactions between the histone and DNA methylation machineries together with the proliferation activity control the stability of the bivalent state and can turn it into an unmodified state. We suggest that deregulation of these interactions underlies cell transformation processes as associated with acute myeloid leukemia (AML) and provide a model of AML blast formation following deregulation of the Ten-eleven Translocation (TET) pathway.
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15
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De Luca M, Pels K, Moleirinho S, Curtale G. The epigenetic landscape of innate immunity. AIMS MOLECULAR SCIENCE 2017. [DOI: 10.3934/molsci.2017.1.110] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
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16
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The Role of Epigenetic Regulation in Transcriptional Memory in the Immune System. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2017; 106:43-69. [DOI: 10.1016/bs.apcsb.2016.09.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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17
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Qian M, Zhang H, Kham SKY, Liu S, Jiang C, Zhao X, Lu Y, Goodings C, Lin TN, Zhang R, Moriyama T, Yin Z, Li Z, Quah TC, Ariffin H, Tan AM, Shen S, Bhojwani D, Hu S, Chen S, Zheng H, Pui CH, Yeoh AEJ, Yang JJ. Whole-transcriptome sequencing identifies a distinct subtype of acute lymphoblastic leukemia with predominant genomic abnormalities of EP300 and CREBBP. Genome Res 2016; 27:185-195. [PMID: 27903646 PMCID: PMC5287225 DOI: 10.1101/gr.209163.116] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2016] [Accepted: 11/29/2016] [Indexed: 12/30/2022]
Abstract
Chromosomal translocations are a genomic hallmark of many hematologic malignancies. Often as initiating events, these structural abnormalities result in fusion proteins involving transcription factors important for hematopoietic differentiation and/or signaling molecules regulating cell proliferation and cell cycle. In contrast, epigenetic regulator genes are more frequently targeted by somatic sequence mutations, possibly as secondary events to further potentiate leukemogenesis. Through comprehensive whole-transcriptome sequencing of 231 children with acute lymphoblastic leukemia (ALL), we identified 58 putative functional and predominant fusion genes in 54.1% of patients (n = 125), 31 of which have not been reported previously. In particular, we described a distinct ALL subtype with a characteristic gene expression signature predominantly driven by chromosomal rearrangements of the ZNF384 gene with histone acetyltransferases EP300 and CREBBP. ZNF384-rearranged ALL showed significant up-regulation of CLCF1 and BTLA expression, and ZNF384 fusion proteins consistently showed higher activity to promote transcription of these target genes relative to wild-type ZNF384 in vitro. Ectopic expression of EP300-ZNF384 and CREBBP-ZNF384 fusion altered differentiation of mouse hematopoietic stem and progenitor cells and also potentiated oncogenic transformation in vitro. EP300- and CREBBP-ZNF384 fusions resulted in loss of histone lysine acetyltransferase activity in a dominant-negative fashion, with concomitant global reduction of histone acetylation and increased sensitivity of leukemia cells to histone deacetylase inhibitors. In conclusion, our results indicate that gene fusion is a common class of genomic abnormalities in childhood ALL and that recurrent translocations involving EP300 and CREBBP may cause epigenetic deregulation with potential for therapeutic targeting.
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Affiliation(s)
- Maoxiang Qian
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Hui Zhang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA.,Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China, 510120
| | - Shirley Kow-Yin Kham
- Centre for Translational Research in Acute Leukaemia, Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599
| | - Shuguang Liu
- Beijing Key Laboratory of Pediatric Hematology Oncology, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, Beijing, China, 100045
| | - Chuang Jiang
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China, 200240
| | - Xujie Zhao
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Yi Lu
- Centre for Translational Research in Acute Leukaemia, Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599
| | - Charnise Goodings
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Ting-Nien Lin
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Ranran Zhang
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China, 510120
| | - Takaya Moriyama
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Zhaohong Yin
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Zhenhua Li
- Centre for Translational Research in Acute Leukaemia, Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599
| | - Thuan Chong Quah
- Centre for Translational Research in Acute Leukaemia, Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599.,VIVA-University Children's Cancer Centre, Khoo Teck Puat-National University Children's Medical Institute, National University Hospital, National University Health System, Singapore, 119228
| | - Hany Ariffin
- Paediatric Haematology-Oncology Unit, University of Malaya Medical Centre, Kuala Lumpur, Malaysia, 59100
| | - Ah Moy Tan
- KKH-CCF Children's Cancer Centre, Paediatric Haematology & Oncology, KK Women's and Children's Hospital, Singapore, 229899
| | - Shuhong Shen
- Department of Hematology and Oncology, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China, 200127
| | - Deepa Bhojwani
- Department of Pediatrics, Children's Hospital of Los Angeles, Los Angeles, California 90027, USA
| | - Shaoyan Hu
- Department of Hematology & Oncology, Children's Hospital of Soochow University, Suzhou, China, 215025
| | - Suning Chen
- Jiangsu Institute of Hematology, the First Affiliated Hospital of Soochow University, Suzhou, China, 215006
| | - Huyong Zheng
- Beijing Key Laboratory of Pediatric Hematology Oncology, Hematology Oncology Center, Beijing Children's Hospital, Capital Medical University, Beijing, China, 100045
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA.,Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
| | - Allen Eng-Juh Yeoh
- Centre for Translational Research in Acute Leukaemia, Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117599.,VIVA-University Children's Cancer Centre, Khoo Teck Puat-National University Children's Medical Institute, National University Hospital, National University Health System, Singapore, 119228
| | - Jun J Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA.,Hematological Malignancies Program, St. Jude Children's Research Hospital, Memphis, Tennessee 38105, USA
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18
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Huang J, Liu X, Li D, Shao Z, Cao H, Zhang Y, Trompouki E, Bowman TV, Zon LI, Yuan GC, Orkin SH, Xu J. Dynamic Control of Enhancer Repertoires Drives Lineage and Stage-Specific Transcription during Hematopoiesis. Dev Cell 2016; 36:9-23. [PMID: 26766440 DOI: 10.1016/j.devcel.2015.12.014] [Citation(s) in RCA: 167] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Revised: 10/15/2015] [Accepted: 12/10/2015] [Indexed: 11/19/2022]
Abstract
Enhancers are the primary determinants of cell identity, but the regulatory components controlling enhancer turnover during lineage commitment remain largely unknown. Here we compare the enhancer landscape, transcriptional factor occupancy, and transcriptomic changes in human fetal and adult hematopoietic stem/progenitor cells and committed erythroid progenitors. We find that enhancers are modulated pervasively and direct lineage- and stage-specific transcription. GATA2-to-GATA1 switch is prevalent at dynamic enhancers and drives erythroid enhancer commissioning. Examination of lineage-specific enhancers identifies transcription factors and their combinatorial patterns in enhancer turnover. Importantly, by CRISPR/Cas9-mediated genomic editing, we uncover functional hierarchy of constituent enhancers within the SLC25A37 super-enhancer. Despite indistinguishable chromatin features, we reveal through genomic editing the functional diversity of several GATA switch enhancers in which enhancers with opposing functions cooperate to coordinate transcription. Thus, genome-wide enhancer profiling coupled with in situ enhancer editing provide critical insights into the functional complexity of enhancers during development.
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Affiliation(s)
- Jialiang Huang
- Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard School of Public Health, Boston, MA 02115, USA
| | - Xin Liu
- Children's Medical Center Research Institute, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Dan Li
- Harvard College, Cambridge, MA 02138, USA
| | - Zhen Shao
- Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Hui Cao
- Children's Medical Center Research Institute, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Yuannyu Zhang
- Children's Medical Center Research Institute, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Eirini Trompouki
- Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Teresa V Bowman
- Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA
| | - Leonard I Zon
- Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Boston, MA 02115, USA
| | - Guo-Cheng Yuan
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard School of Public Health, Boston, MA 02115, USA
| | - Stuart H Orkin
- Division of Hematology/Oncology, Boston Children's Hospital and Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Stem Cell Institute, Harvard Medical School, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Boston, MA 02115, USA
| | - Jian Xu
- Children's Medical Center Research Institute, Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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19
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Jadhav U, Nalapareddy K, Saxena M, O'Neill NK, Pinello L, Yuan GC, Orkin SH, Shivdasani RA. Acquired Tissue-Specific Promoter Bivalency Is a Basis for PRC2 Necessity in Adult Cells. Cell 2016; 165:1389-1400. [PMID: 27212235 DOI: 10.1016/j.cell.2016.04.031] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 02/23/2016] [Accepted: 04/08/2016] [Indexed: 12/28/2022]
Abstract
Bivalent promoters in embryonic stem cells (ESCs) carry methylation marks on two lysine residues, K4 and K27, in histone3 (H3). K4me2/3 is generally considered to promote transcription, and Polycomb Repressive Complex 2 (PRC2) places K27me3, which is erased at lineage-restricted genes when ESCs differentiate in culture. Molecular defects in various PRC2 null adult tissues lack a unifying explanation. We found that epigenomes in adult mouse intestine and other self-renewing tissues show fewer and distinct bivalent promoters compared to ESCs. Groups of tissue-specific genes that carry bivalent marks are repressed, despite the presence of promoter H3K4me2/3. These are the predominant genes de-repressed in PRC2-deficient adult cells, where aberrant expression is proportional to the H3K4me2/3 levels observed at their promoters in wild-type cells. Thus, in adult animals, PRC2 specifically represses genes with acquired, tissue-restricted promoter bivalency. These findings provide new insights into specificity in chromatin-based gene regulation.
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Affiliation(s)
- Unmesh Jadhav
- Department of Medical Oncology and Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02215, USA; Department of Medicine, Harvard Medical School, Boston, MA 02215, USA
| | - Kodandaramireddy Nalapareddy
- Department of Medical Oncology and Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02215, USA; Department of Medicine, Harvard Medical School, Boston, MA 02215, USA
| | - Madhurima Saxena
- Department of Medical Oncology and Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02215, USA; Department of Medicine, Harvard Medical School, Boston, MA 02215, USA
| | - Nicholas K O'Neill
- Department of Medical Oncology and Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Luca Pinello
- Department of Biostatistics & Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Guo-Cheng Yuan
- Department of Biostatistics & Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02115, USA; Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - Stuart H Orkin
- Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA; Howard Hughes Medical Institute, Children's Hospital, Boston, MA 02115, USA
| | - Ramesh A Shivdasani
- Department of Medical Oncology and Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02215, USA; Department of Medicine, Harvard Medical School, Boston, MA 02215, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA.
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Genome-wide Profiling Reveals Remarkable Parallels Between Insertion Site Selection Properties of the MLV Retrovirus and the piggyBac Transposon in Primary Human CD4(+) T Cells. Mol Ther 2016; 24:592-606. [PMID: 26755332 PMCID: PMC4786924 DOI: 10.1038/mt.2016.11] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 01/06/2016] [Indexed: 12/17/2022] Open
Abstract
The inherent risks associated with vector insertion in gene therapy need to be carefully assessed. We analyzed the genome-wide distributions of Sleeping Beauty (SB) and piggyBac (PB) transposon insertions as well as MLV retrovirus and HIV lentivirus insertions in human CD4+ T cells with respect to a panel of 40 chromatin states. The distribution of SB transposon insertions displayed the least deviation from random, while the PB transposon and the MLV retrovirus showed unexpected parallels across all chromatin states. Both MLV and PB insertions are enriched at transcriptional start sites (TSSs) and co-localize with BRD4-associated sites. We demonstrate physical interaction between the PB transposase and bromodomain and extraterminal domain proteins (including BRD4), suggesting convergent evolution of a tethering mechanism that directs integrating genetic elements into TSSs. We detect unequal biases across the four systems with respect to targeting genes whose deregulation has been previously linked to serious adverse events in gene therapy clinical trials. The SB transposon has the highest theoretical chance of targeting a safe harbor locus in the human genome. The data underscore the significance of vector choice to reduce the mutagenic load on cells in clinical applications.
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Harikumar A, Meshorer E. Chromatin remodeling and bivalent histone modifications in embryonic stem cells. EMBO Rep 2015; 16:1609-19. [PMID: 26553936 DOI: 10.15252/embr.201541011] [Citation(s) in RCA: 158] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2015] [Accepted: 10/05/2015] [Indexed: 11/09/2022] Open
Abstract
Pluripotent embryonic stem cells (ESCs) are characterized by distinct epigenetic features including a relative enrichment of histone modifications related to active chromatin. Among these is tri-methylation of lysine 4 on histone H3 (H3K4me3). Several thousands of the H3K4me3-enriched promoters in pluripotent cells also contain a repressive histone mark, namely H3K27me3, a situation referred to as "bivalency". While bivalent promoters are not unique to pluripotent cells, they are relatively enriched in these cell types, largely marking developmental and lineage-specific genes which are silent but poised for immediate action. The H3K4me3 and H3K27me3 modifications are catalyzed by lysine methyltransferases which are usually found within, although not entirely limited to, the Trithorax group (TrxG) and Polycomb group (PcG) protein complexes, respectively, but these do not provide selective bivalent specificity. Recent studies highlight the family of ATP-dependent chromatin remodeling proteins as regulators of bivalent domains. Here, we discuss bivalency in general, describe the machineries that catalyze bivalent chromatin domains, and portray the emerging connection between bivalency and the action of different families of chromatin remodelers, namely INO80, esBAF, and NuRD, in pluripotent cells. We posit that chromatin remodeling proteins may enable "bivalent specificity", often selectively acting on, or selectively depleted from, bivalent domains.
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Affiliation(s)
- Arigela Harikumar
- Department of Genetics, Institute of Life Sciences and The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Eran Meshorer
- Department of Genetics, Institute of Life Sciences and The Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
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23
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Kretzmer H, Bernhart SH, Wang W, Haake A, Weniger MA, Bergmann AK, Betts MJ, Carrillo-de-Santa-Pau E, Doose G, Gutwein J, Richter J, Hovestadt V, Huang B, Rico D, Jühling F, Kolarova J, Lu Q, Otto C, Wagener R, Arnolds J, Burkhardt B, Claviez A, Drexler HG, Eberth S, Eils R, Flicek P, Haas S, Humme M, Karsch D, Kerstens HH, Klapper W, Kreuz M, Lawerenz C, Lenzek D, Loeffler M, López C, MacLeod RA, Martens JH, Kulis M, Martín-Subero JI, Möller P, Nage I, Picelli S, Vater I, Rohde M, Rosenstiel P, Rosolowski M, Russell RB, Schilhabel M, Schlesner M, Stadler PF, Szczepanowski M, Trümper L, Stunnenberg HG, Küppers R, Ammerpohl O, Lichter P, Siebert R, Hoffmann S, Radlwimmer B. DNA methylome analysis in Burkitt and follicular lymphomas identifies differentially methylated regions linked to somatic mutation and transcriptional control. Nat Genet 2015; 47:1316-1325. [PMID: 26437030 PMCID: PMC5444523 DOI: 10.1038/ng.3413] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Accepted: 09/08/2015] [Indexed: 12/14/2022]
Abstract
Although Burkitt lymphomas and follicular lymphomas both have features of germinal center B cells, they are biologically and clinically quite distinct. Here we performed whole-genome bisulfite, genome and transcriptome sequencing in 13 IG-MYC translocation-positive Burkitt lymphoma, nine BCL2 translocation-positive follicular lymphoma and four normal germinal center B cell samples. Comparison of Burkitt and follicular lymphoma samples showed differential methylation of intragenic regions that strongly correlated with expression of associated genes, for example, genes active in germinal center dark-zone and light-zone B cells. Integrative pathway analyses of regions differentially methylated in Burkitt and follicular lymphomas implicated DNA methylation as cooperating with somatic mutation of sphingosine phosphate signaling, as well as the TCF3-ID3 and SWI/SNF complexes, in a large fraction of Burkitt lymphomas. Taken together, our results demonstrate a tight connection between somatic mutation, DNA methylation and transcriptional control in key B cell pathways deregulated differentially in Burkitt lymphoma and other germinal center B cell lymphomas.
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Affiliation(s)
- Helene Kretzmer
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
- German ICGC MMML-Seq-project
| | - Stephan H. Bernhart
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
- German ICGC MMML-Seq-project
| | - Wei Wang
- German Cancer Research Center (DKFZ), Division Molecular Genetics, Heidelberg, Germany
| | - Andrea Haake
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Marc A. Weniger
- German ICGC MMML-Seq-project
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, Essen, Germany
| | - Anke K. Bergmann
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
- BLUEPRINT project
| | - Matthew J. Betts
- Cell Networks, Bioquant, University of Heidelberg, Heidelberg, Germany
| | - Enrique Carrillo-de-Santa-Pau
- BLUEPRINT project
- Structural Biology and BioComputing Programme, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Gero Doose
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
- German ICGC MMML-Seq-project
| | - Jana Gutwein
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Julia Richter
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Volker Hovestadt
- German Cancer Research Center (DKFZ), Division Molecular Genetics, Heidelberg, Germany
| | - Bingding Huang
- Deutsches Krebsforschungszentrum Heidelberg (DKFZ), Division Theoretical Bioinformatics, Heidelberg, Germany
| | - Daniel Rico
- BLUEPRINT project
- Structural Biology and BioComputing Programme, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Frank Jühling
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
| | - Julia Kolarova
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Qianhao Lu
- Cell Networks, Bioquant, University of Heidelberg, Heidelberg, Germany
| | - Christian Otto
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
| | - Rabea Wagener
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Judith Arnolds
- Department of Otorhinolaryngology, University of Duisburg-Essen, Essen, Germany
| | - Birgit Burkhardt
- German ICGC MMML-Seq-project
- University Hospital Muenster - Pediatric Hematology and Oncology, Münster Germany
| | - Alexander Claviez
- German ICGC MMML-Seq-project
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Hans G. Drexler
- Leibniz-Institut DSMZ, German Collection of Microorganisms and Cell Cultures, Braunschweig, Germany
| | - Sonja Eberth
- German ICGC MMML-Seq-project
- Leibniz-Institut DSMZ, German Collection of Microorganisms and Cell Cultures, Braunschweig, Germany
- Department of Hematology and Oncology, Georg-Augusts-University of Göttingen, Göttingen, Germany
| | - Roland Eils
- German ICGC MMML-Seq-project
- Deutsches Krebsforschungszentrum Heidelberg (DKFZ), Division Theoretical Bioinformatics, Heidelberg, Germany
- Institute of Pharmacy and Molecular Biotechnology, Bioquant, University of Heidelberg, Heidelberg, Germany
| | - Paul Flicek
- BLUEPRINT project
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - Siegfried Haas
- German ICGC MMML-Seq-project
- Friedrich-Ebert Hospital Neumuenster, Clinics for Haematology, Oncology and Nephrology, Neumünster, Germany
| | - Michael Humme
- German ICGC MMML-Seq-project
- Institute of Pathology, Charité – University Medicine Berlin, Berlin, Germany
| | - Dennis Karsch
- German ICGC MMML-Seq-project
- Department of Internal Medicine II: Hematology and Oncology, University Medical Centre, Campus Kiel, Kiel, Germany
| | - Hinrik H.D. Kerstens
- BLUEPRINT project
- Radboud University, Department of Molecular Biology, Faculty of Science, Nijmegen, Netherlands
| | - Wolfram Klapper
- German ICGC MMML-Seq-project
- Hematopathology Section, Christian-Albrechts-University, Kiel, Germany
| | - Markus Kreuz
- German ICGC MMML-Seq-project
- BLUEPRINT project
- Institute for Medical Informatics Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Chris Lawerenz
- German ICGC MMML-Seq-project
- Deutsches Krebsforschungszentrum Heidelberg (DKFZ), Division Theoretical Bioinformatics, Heidelberg, Germany
| | - Dido Lenzek
- German ICGC MMML-Seq-project
- Institute of Pathology, Charité – University Medicine Berlin, Berlin, Germany
| | - Markus Loeffler
- German ICGC MMML-Seq-project
- BLUEPRINT project
- Institute for Medical Informatics Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Cristina López
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Roderick A.F. MacLeod
- Leibniz-Institut DSMZ, German Collection of Microorganisms and Cell Cultures, Braunschweig, Germany
| | - Joost H.A. Martens
- BLUEPRINT project
- Radboud University, Department of Molecular Biology, Faculty of Science, Nijmegen, Netherlands
| | - Marta Kulis
- BLUEPRINT project
- Radboud University, Department of Molecular Biology, Faculty of Science, Nijmegen, Netherlands
| | - José Ignacio Martín-Subero
- BLUEPRINT project
- Departamento de Anatomía Patológica, Farmacología y Microbiología, Universitat de Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Peter Möller
- German ICGC MMML-Seq-project
- Institute of Pathology, Medical Faculty of the Ulm University, Ulm, Germany
| | - Inga Nage
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Simone Picelli
- German Cancer Research Center (DKFZ), Division Molecular Genetics, Heidelberg, Germany
| | - Inga Vater
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Marius Rohde
- German ICGC MMML-Seq-project
- University Hospital Giessen, Pediatric Hematology and Oncology, Giessen, Germany
| | - Philip Rosenstiel
- German ICGC MMML-Seq-project
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Maciej Rosolowski
- German ICGC MMML-Seq-project
- Institute for Medical Informatics Statistics and Epidemiology, University of Leipzig, Leipzig, Germany
| | - Robert B. Russell
- Cell Networks, Bioquant, University of Heidelberg, Heidelberg, Germany
| | - Markus Schilhabel
- German ICGC MMML-Seq-project
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Matthias Schlesner
- German ICGC MMML-Seq-project
- Deutsches Krebsforschungszentrum Heidelberg (DKFZ), Division Theoretical Bioinformatics, Heidelberg, Germany
| | - Peter F. Stadler
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
- German ICGC MMML-Seq-project
- RNomics Group, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany
- Santa Fe Institute, Santa Fe, New Mexico, United States of America
- Max-Planck-Institute for Mathematics in Sciences, Leipzig, Germany
| | | | - Lorenz Trümper
- German ICGC MMML-Seq-project
- Department of Hematology and Oncology, Georg-Augusts-University of Göttingen, Göttingen, Germany
| | - Hendrik G. Stunnenberg
- BLUEPRINT project
- Radboud University, Department of Molecular Biology, Faculty of Science, Nijmegen, Netherlands
| | - Ralf Küppers
- German ICGC MMML-Seq-project
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, Essen, Germany
- BLUEPRINT project
| | - Ole Ammerpohl
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
| | - Peter Lichter
- German ICGC MMML-Seq-project
- German Cancer Research Center (DKFZ), Division Molecular Genetics, Heidelberg, Germany
| | - Reiner Siebert
- German ICGC MMML-Seq-project
- Institute of Human Genetics, Christian-Albrechts-University, Kiel, Germany
- BLUEPRINT project
| | - Steve Hoffmann
- Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
- Interdisciplinary Center for Bioinformatics, University of Leipzig, Leipzig, Germany
- Bioinformatics Group, Department of Computer Science, University of Leipzig, Leipzig, Germany
- German ICGC MMML-Seq-project
- BLUEPRINT project
| | - Bernhard Radlwimmer
- German ICGC MMML-Seq-project
- German Cancer Research Center (DKFZ), Division Molecular Genetics, Heidelberg, Germany
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24
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Liu T, Guo Q, Guo H, Hou S, Li J, Wang H. Quantitative analysis of histone H3 and H4 post-translational modifications in doxorubicin-resistant leukemia cells. Biomed Chromatogr 2015; 30:638-44. [DOI: 10.1002/bmc.3608] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Revised: 06/26/2015] [Accepted: 08/24/2015] [Indexed: 12/21/2022]
Affiliation(s)
- Tao Liu
- International Joint Cancer Institute; Second Military Medical University; Shanghai China
| | - Qingcheng Guo
- International Joint Cancer Institute; Second Military Medical University; Shanghai China
- State Key Laboratory of Antibody Medicine and Targeted Therapy; Shanghai Key Laboratory of Cell Engineering; Shanghai China
| | - Huaizu Guo
- International Joint Cancer Institute; Second Military Medical University; Shanghai China
- State Key Laboratory of Antibody Medicine and Targeted Therapy; Shanghai Key Laboratory of Cell Engineering; Shanghai China
| | - Sheng Hou
- International Joint Cancer Institute; Second Military Medical University; Shanghai China
- PLA General Hospital Cancer Center; PLA Postgraduate School of Medicine; Beijing China
| | - Jing Li
- International Joint Cancer Institute; Second Military Medical University; Shanghai China
| | - Hao Wang
- International Joint Cancer Institute; Second Military Medical University; Shanghai China
- PLA General Hospital Cancer Center; PLA Postgraduate School of Medicine; Beijing China
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25
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Varagnolo L, Lin Q, Obier N, Plass C, Dietl J, Zenke M, Claus R, Müller AM. PRC2 inhibition counteracts the culture-associated loss of engraftment potential of human cord blood-derived hematopoietic stem and progenitor cells. Sci Rep 2015. [PMID: 26198814 PMCID: PMC4510577 DOI: 10.1038/srep12319] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Cord blood hematopoietic stem cells (CB-HSCs) are an outstanding source for transplantation approaches. However, the amount of cells per donor is limited and culture expansion of CB-HSCs is accompanied by a loss of engraftment potential. In order to analyze the molecular mechanisms leading to this impaired potential we profiled global and local epigenotypes during the expansion of human CB hematopoietic stem and progenitor cells (HPSCs). Human CB-derived CD34+ cells were cultured in serum-free medium together with SCF, TPO, FGF, with or without Igfbp2 and Angptl5 (STF/STFIA cocktails). As compared to the STF cocktail, the STFIA cocktail maintains in vivo repopulation capacity of cultured CD34+ cells. Upon expansion, CD34+ cells genome-wide remodel their epigenotype and depending on the cytokine cocktail, cells show different H3K4me3 and H3K27me3 levels. Expanding cells without Igfbp2 and Angptl5 leads to higher global H3K27me3 levels. ChIPseq analyses reveal a cytokine cocktail-dependent redistribution of H3K27me3 profiles. Inhibition of the PRC2 component EZH2 counteracts the culture-associated loss of NOD scid gamma (NSG) engraftment potential. Collectively, our data reveal chromatin dynamics that underlie the culture-associated loss of engraftment potential. We identify PRC2 component EZH2 as being involved in the loss of engraftment potential during the in vitro expansion of HPSCs.
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Affiliation(s)
- Linda Varagnolo
- Institute of Medical Radiology and Cell Research (MSZ) in the Center for Experimental Molecular Medicine (ZEMM), University of Würzburg, Würzburg, Germany
| | - Qiong Lin
- Department of Cell Biology, Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Aachen, Germany
| | - Nadine Obier
- School of Cancer Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Christoph Plass
- Department of Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Johannes Dietl
- Department of Gynecology and Obstetrics, Medical University of Würzburg, Germany
| | - Martin Zenke
- Department of Cell Biology, Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Aachen, Germany
| | - Rainer Claus
- 1] Department of Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ), Heidelberg, Germany [2] Department of Medicine, Div. Hematology, Oncology and Stem Cell Transplantation, University of Freiburg Medical Center, Freiburg, Germany
| | - Albrecht M Müller
- Institute of Medical Radiology and Cell Research (MSZ) in the Center for Experimental Molecular Medicine (ZEMM), University of Würzburg, Würzburg, Germany
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26
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Abstract
Hematopoiesis is characterized by a lifelong balance between hematopoietic stem cell (HSC) self-renewal and differentiation into mature blood populations. Proper instruction of cell fate decisions requires tight homeostatic regulation of transcriptional programs through a combination of epigenetic modifications, management of cis-regulatory elements, and transcription factor activity. Recent work has focused on integrating biochemical, genetic, and evolutionary data sets to gain further insight into these regulatory components. Long noncoding RNA (lncRNA), post-translational modifications of transcription factors, and circadian rhythm add additional layers of complexity. These analyses have provided a wealth of information, much of which has been made available through public databases. Elucidating the regulatory processes that govern hematopoietic transcriptional programs is expected to provide useful insights into hematopoiesis that may be applied broadly across tissue types while enabling the discovery and implementation of therapeutics to treat human disease.
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Affiliation(s)
- David E Muench
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
| | - H Leighton Grimes
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
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27
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Ti D, Li M, Fu X, Han W. Causes and consequences of epigenetic regulation in wound healing. Wound Repair Regen 2015; 22:305-12. [PMID: 24844330 DOI: 10.1111/wrr.12160] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2012] [Accepted: 02/12/2014] [Indexed: 12/19/2022]
Abstract
Wound healing is a complex and systematic tissue level response to mechanical and chemical injuries that may cause the release of growth factors, cytokines, and chemokines by damaged tissues. For the complex features of these restorative processes, it is a crucial challenge to identify the relevant cell types and biochemical pathways that are involved in wound healing. Epigenetic mechanisms, such as DNA methylation, histone modification, and noncoding regulatory RNA editing, play important roles in many biological processes, including cell proliferation, migration and differentiation, signal pathway activation or inhibition, and cell senescence. Epigenetic regulations can coordinately control a considerable subset of known repair genes and thus serve as master regulators of wound healing. An abundance of evidence has also shown that epigenetic modifications participate in the short- and long-term control of crucial gene expression and cell signal transduction that are involved in the healing process. These data provide a foundation for probable epigenetic-based therapeutic strategies that are aimed at stimulating tissue regeneration. This review describes the epigenetic alterations in different cellular types at injury sites, induced signals, and resulting tissue repair. With the increased interest in the epigenetics of wound and repair processes, this field will soon begin to flourish.
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Affiliation(s)
- Dongdong Ti
- Institute of Basic Medicine, School of Life Sciences, Chinese PLA General Hospital, Beijing, China
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28
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Chikina M, Zaslavsky E, Sealfon SC. CellCODE: a robust latent variable approach to differential expression analysis for heterogeneous cell populations. ACTA ACUST UNITED AC 2015; 31:1584-91. [PMID: 25583121 DOI: 10.1093/bioinformatics/btv015] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 01/07/2015] [Indexed: 01/27/2023]
Abstract
MOTIVATION Identifying alterations in gene expression associated with different clinical states is important for the study of human biology. However, clinical samples used in gene expression studies are often derived from heterogeneous mixtures with variable cell-type composition, complicating statistical analysis. Considerable effort has been devoted to modeling sample heterogeneity, and presently, there are many methods that can estimate cell proportions or pure cell-type expression from mixture data. However, there is no method that comprehensively addresses mixture analysis in the context of differential expression without relying on additional proportion information, which can be inaccurate and is frequently unavailable. RESULTS In this study, we consider a clinically relevant situation where neither accurate proportion estimates nor pure cell expression is of direct interest, but where we are rather interested in detecting and interpreting relevant differential expression in mixture samples. We develop a method, Cell-type COmputational Differential Estimation (CellCODE), that addresses the specific statistical question directly, without requiring a physical model for mixture components. Our approach is based on latent variable analysis and is computationally transparent; it requires no additional experimental data, yet outperforms existing methods that use independent proportion measurements. CellCODE has few parameters that are robust and easy to interpret. The method can be used to track changes in proportion, improve power to detect differential expression and assign the differentially expressed genes to the correct cell type.
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Affiliation(s)
- Maria Chikina
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA 15217, USA and Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Elena Zaslavsky
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA 15217, USA and Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Stuart C Sealfon
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA 15217, USA and Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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Huh YH, Sherley JL. Decreased H3K27 and H3K4 trimethylation on mortal chromosomes in distributed stem cells. Cell Death Dis 2014; 5:e1554. [PMID: 25476902 PMCID: PMC4649838 DOI: 10.1038/cddis.2014.522] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 10/19/2014] [Accepted: 10/30/2014] [Indexed: 11/09/2022]
Abstract
The role of immortal DNA strands that co-segregate during mitosis of asymmetrically self-renewing distributed stem cells (DSCs) is unknown. Previously, investigation of immortal DNA strand function and molecular mechanisms responsible for their nonrandom co-segregation was precluded by difficulty in identifying DSCs and immortal DNA strands. Here, we report the use of two technological innovations, selective DSC expansion and establishment of H2A.Z chromosomal asymmetry as a specific marker of ‘immortal chromosomes,' to investigate molecular properties of immortal chromosomes and opposing ‘mortal chromosomes' in cultured mouse hair follicle DSCs. Although detection of the respective suppressive and activating H3K27me3 and H3K4me3 epigenetic marks on immortal chromosomes was similar to randomly segregated chromosomes, detection of both was lower on mortal chromosomes destined for lineage-committed sister cells. This global epigenomic feature of nonrandom co-segregation may reveal a mechanism that maintains an epigenome-wide ‘poised' transcription state, which preserves DSC identity, while simultaneously activating sister chromosomes for differentiation.
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Affiliation(s)
- Y H Huh
- 1] The Adult Stem Cell Technology Center, LLC, Boston, MA, USA [2] Division of Electron Microscopic Research, Korea Basic Science Institute, 169-148 Gwahak-ro, Yuseong-gu, Daejeon, Korea
| | - J L Sherley
- The Adult Stem Cell Technology Center, LLC, Boston, MA, USA
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30
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Global transcriptome analysis and enhancer landscape of human primary T follicular helper and T effector lymphocytes. Blood 2014; 124:3719-29. [PMID: 25331115 DOI: 10.1182/blood-2014-06-582700] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
T follicular helper (Tfh) cells are a subset of CD4(+) T helper cells that migrate into germinal centers and promote B-cell maturation into memory B and plasma cells. Tfh cells are necessary for promotion of protective humoral immunity following pathogen challenge, but when aberrantly regulated, drive pathogenic antibody formation in autoimmunity and undergo neoplastic transformation in angioimmunoblastic T-cell lymphoma and other primary cutaneous T-cell lymphomas. Limited information is available on the expression and regulation of genes in human Tfh cells. Using a fluorescence-activated cell sorting-based strategy, we obtained primary Tfh and non-Tfh T effector cells from tonsils and prepared genome-wide maps of active, intermediate, and poised enhancers determined by chromatin immunoprecipitation-sequencing, with parallel transcriptome analyses determined by RNA sequencing. Tfh cell enhancers were enriched near genes highly expressed in lymphoid cells or involved in lymphoid cell function, with many mapping to sites previously associated with autoimmune disease in genome-wide association studies. A group of active enhancers unique to Tfh cells associated with differentially expressed genes was identified. Fragments from these regions directed expression in reporter gene assays. These data provide a significant resource for studies of T lymphocyte development and differentiation and normal and perturbed Tfh cell function.
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MicroRNA profiling reveals unique miRNA signatures in IGF-1 treated embryonic striatal stem cell fate decisions in striatal neurogenesis in vitro. BIOMED RESEARCH INTERNATIONAL 2014; 2014:503162. [PMID: 25254208 PMCID: PMC4165568 DOI: 10.1155/2014/503162] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Revised: 06/25/2014] [Accepted: 07/02/2014] [Indexed: 01/20/2023]
Abstract
The striatum is considered to be the central processing unit of the basal ganglia in locomotor activity and cognitive function of the brain. IGF-1 could act as a control switch for the long-term proliferation and survival of EGF+bFGF-responsive cultured embryonic striatal stem cell (ESSC), while LIF imposes a negative impact on cell proliferation. The IGF-1-treated ESSCs also showed elevated hTERT expression with demonstration of self-renewal and trilineage commitment (astrocytes, oligodendrocytes, and neurons). In order to decipher the underlying regulatory microRNA (miRNA)s in IGF-1/LIF-treated ESSC-derived neurogenesis, we performed in-depth miRNA profiling at 12 days in vitro and analyzed the candidates using the Partek Genome Suite software. The annotated miRNA fingerprints delineated the differential expressions of miR-143, miR-433, and miR-503 specific to IGF-1 treatment. Similarly, the LIF-treated ESSCs demonstrated specific expression of miR-326, miR-181, and miR-22, as they were nonsignificant in IGF-treated ESSCs. To elucidate the possible downstream pathways, we performed in silico mapping of the said miRNAs into ingenuity pathway analysis. Our findings revealed the important mRNA targets of the miRNAs and suggested specific interactomes. The above studies introduced a new genre of miRNAs for ESSC-based neuroregenerative therapeutic applications.
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Xiao S, Cao X, Zhong S. Comparative epigenomics: defining and utilizing epigenomic variations across species, time-course, and individuals. WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE 2014; 6:345-52. [PMID: 25044241 DOI: 10.1002/wsbm.1274] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2014] [Revised: 05/02/2014] [Accepted: 06/16/2014] [Indexed: 12/20/2022]
Abstract
UNLABELLED Epigenomic profiling, by revealing genome-wide distributions of epigenetic modifications, generated a large amount of structural information about the chromosomes. Epigenomic analysis has quickly become a big data science, posing tremendous challenges on its translation into knowledge. To meet this challenge, comparative analysis of epigenomes, dubbed comparative epigenomics, has emerged as an active research area. Here, we summarize the recent developments in comparative epigenomic analyses into three major directions, namely the comparisons across species, the time-course of a biological process, and individuals. We review the main ideas, methods, and findings in each direction, and discuss the implications to understanding the regulatory functions of the genomes. CONFLICT OF INTEREST The authors have declared no conflicts of interest for this article.
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Affiliation(s)
- Shu Xiao
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
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Abstract
The ability of adaptive immune system to protect higher vertebrates from pathogens resides in the ability of B and T cells to express different antigen specific receptors and to respond to different threats by activating distinct differentiation and/or activation pathways. In the past 10 years, the major role of epigenetics in controlling molecular mechanisms responsible for these peculiar features and, more in general, for lymphocyte development has become evident. KRAB-ZFPs is the widest family of mammalian transcriptional repressors, which function through the recruitment of the co-factor KRAB-Associated Protein 1 (KAP1) that in turn engages histone modifiers inducing heterochromatin formation. Although most of the studies on KRAB proteins have been performed in embryonic cells, more recent reports highlighted a relevant role for these proteins also in adult tissues. This article will review the role of KRAB-ZFP and KAP1 in the epigenetic control of mouse and human adaptive immune cells.
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Hu G, Zhao K. Correlating histone modification patterns with gene expression data during hematopoiesis. Methods Mol Biol 2014; 1150:175-87. [PMID: 24743998 DOI: 10.1007/978-1-4939-0512-6_11] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Hematopoietic stem cells (HSC) in mammals are an ideal system to study differentiation. While transcription factors (TFs) control the differentiation of HSCs to distinctive terminal blood cells, accumulating evidence suggests that chromatin structure and modifications constitute another critical layer of gene regulation. Recent genome-wide studies based on next-generation sequencing reveal that histone modifications are linked to gene expression and contribute to hematopoiesis. Here, we briefly review the bioinformatics aspects for ChIP-Seq and RNA-Seq data analysis with applications to the epigenetic studies of hematopoiesis and provide a practical guide to several basic data analysis methods.
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Affiliation(s)
- Gangqing Hu
- Systems Biology Center, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA,
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Kraushaar DC, Zhao K. The epigenomics of embryonic stem cell differentiation. Int J Biol Sci 2013; 9:1134-44. [PMID: 24339734 PMCID: PMC3858586 DOI: 10.7150/ijbs.7998] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Accepted: 11/25/2013] [Indexed: 12/16/2022] Open
Abstract
Embryonic stem cells (ESCs) possess an open and highly dynamic chromatin landscape, which underlies their plasticity and ultimately maintains ESC pluripotency. The ESC epigenome must not only maintain the transcription of pluripotency-associated genes but must also, through gene priming, facilitate rapid and cell type-specific activation of developmental genes upon lineage commitment. Trans-generational inheritance ensures that the ESC chromatin state is stably transmitted from one generation to the next; yet at the same time, epigenetic marks are highly dynamic, reversible and responsive to extracellular cues. Once committed to differentiation, the ESC epigenome is remodeled and resolves into a more compact chromatin state. A thorough understanding of the role of chromatin modifiers in ESC fate and differentiation will be important if they are to be used for therapeutic purposes. Recent technical advances, particularly in next-generation sequencing technologies, have provided a genome-scale view of epigenetic marks and chromatin modifiers. More affordable and faster sequencing platforms have led to a comprehensive characterization of the ESC epigenome and epigenomes of differentiated cell types. In this review, we summarize and discuss the recent progress that has highlighted the central role of histone modifications, histone variants, DNA methylation and chromatin modifiers in ESC pluripotency and ESC fate. We provide a detailed and comprehensive discussion of genome-wide studies that are pertinent to our understanding of mammalian development.
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Affiliation(s)
- Daniel C Kraushaar
- Systems Biology Center, National Heart, Lung, and Blood Institute, NIH, Bethesda, MD, 20892, USA
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Mammary-specific gene activation is defined by progressive recruitment of STAT5 during pregnancy and the establishment of H3K4me3 marks. Mol Cell Biol 2013; 34:464-73. [PMID: 24277936 DOI: 10.1128/mcb.00988-13] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Differentiation of mammary secretory epithelium during pregnancy is characterized by sequential activation of genes over several orders of magnitude. Although the transcription factor STAT5 is key to alveolar development, it is not clear to what extent it controls temporal activation of genetic programs in secretory epithelium. To uncover molecular mechanisms effecting progressive differentiation, we explored genome-wide STAT5 binding and H3K4me3 (i.e., trimethylated histone H3 at K4) marks in mammary tissues at early and midpregnancy and at parturition. STAT5 binding to genes induced during pregnancy was low in immature mammary tissue but increased with epithelial differentiation. Increased STAT5 binding was associated with the establishment of H3K4me3 marks and transcriptional activation. STAT5 binding preceded the formation of H3K4me3 marks in some mammary-specific genes. De novo STAT5 binding was also found at distal sites, indicating enhancers. Furthermore, we established an exhaustive mammary transcriptome. Through integration of RNA-seq and STAT5 and H3K4me4 ChIP-seq data, we discovered novel mammary-specific alternative promoters and genes, including noncoding RNAs. Our findings suggest that STAT5 is an early step in establishing transcription complexes on genes specifically expressed in mammary epithelium. This is the first study in an organ that links progressive chromatin occupancy of STAT5 to the acquisition of H3K4me3 marks and transcription during hormone-induced differentiation.
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