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Perez AA, Goronzy IN, Blanco MR, Guo JK, Guttman M. ChIP-DIP: A multiplexed method for mapping hundreds of proteins to DNA uncovers diverse regulatory elements controlling gene expression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.14.571730. [PMID: 38187704 PMCID: PMC10769186 DOI: 10.1101/2023.12.14.571730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Gene expression is controlled by the dynamic localization of thousands of distinct regulatory proteins to precise regions of DNA. Understanding this cell-type specific process has been a goal of molecular biology for decades yet remains challenging because most current DNA-protein mapping methods study one protein at a time. To overcome this, we developed ChIP-DIP (ChIP Done In Parallel), a split-pool based method that enables simultaneous, genome-wide mapping of hundreds of diverse regulatory proteins in a single experiment. We demonstrate that ChIP-DIP generates highly accurate maps for all classes of DNA-associated proteins, including histone modifications, chromatin regulators, transcription factors, and RNA Polymerases. Using these data, we explore quantitative combinations of protein localization on genomic DNA to define distinct classes of regulatory elements and their functional activity. Our data demonstrate that ChIP-DIP enables the generation of 'consortium level', context-specific protein localization maps within any molecular biology lab.
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Park S, Athreya A, Carrizo GE, Benning NA, Mitchener MM, Bhanu NV, Garcia BA, Zhang B, Muir TW, Pearce EL, Ha T. Electrostatic encoding of genome organization principles within single native nucleosomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.08.570828. [PMID: 38106048 PMCID: PMC10723453 DOI: 10.1101/2023.12.08.570828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
The eukaryotic genome, first packed into nucleosomes of about 150 bp around the histone core, is organized into euchromatin and heterochromatin, corresponding to the A and B compartments, respectively. Here, we asked if individual nucleosomes in vivo know where to go. That is, do mono-nucleosomes by themselves contain A/B compartment information, associated with transcription activity, in their biophysical properties? We purified native mono-nucleosomes to high monodispersity and used physiological concentrations of biological polyamines to determine their condensability. The chromosomal regions known to partition into A compartments have low condensability and vice versa. In silico chromatin polymer simulations using condensability as the only input showed that biophysical information needed to form compartments is all contained in single native nucleosomes and no other factors are needed. Condensability is also strongly anticorrelated with gene expression, and especially so near the promoter region and in a cell type dependent manner. Therefore, individual nucleosomes in the promoter know whether the gene is on or off, and that information is contained in their biophysical properties. Comparison with genetic and epigenetic features suggest that nucleosome condensability is a very meaningful axis onto which to project the high dimensional cellular chromatin state. Analysis of condensability using various condensing agents including those that are protein-based suggests that genome organization principle encoded into individual nucleosomes is electrostatic in nature. Polyamine depletion in mouse T cells, by either knocking out ornithine decarboxylase (ODC) or inhibiting ODC, results in hyperpolarized condensability, suggesting that when cells cannot rely on polyamines to translate biophysical properties of nucleosomes to control gene expression and 3D genome organization, they accentuate condensability contrast, which may explain dysfunction known to occur with polyamine deficiency.
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Affiliation(s)
- Sangwoo Park
- Department of Biophysics and Biophysical Chemistry, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Advait Athreya
- Computational and Systems Biology Program, MIT, Cambridge, MA, 02139, USA
| | - Gustavo Ezequiel Carrizo
- Department of Oncology, The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Nils A. Benning
- Department of Biology, Johns Hopkins University. Baltimore, MD 21218, USA
| | | | - Natarajan V. Bhanu
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine St. Louis, St. Louis, MO 63110, USA
| | - Benjamin A. Garcia
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine St. Louis, St. Louis, MO 63110, USA
| | - Bin Zhang
- Department of Chemistry, MIT, Cambridge, MA 02139, USA
| | - Tom W. Muir
- Department of Chemistry, Princeton University, Princeton, NJ 08544, USA
| | - Erika L. Pearce
- Department of Oncology, The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Biochemistry and Molecular Biology Department, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Taekjip Ha
- Department of Biophysics and Biophysical Chemistry, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Boston, MA 02115, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Boston, MA 02115, USA
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Domingo-Reinés J, Montes R, Garcia-Moreno A, Gallardo A, Sanchez-Manas JM, Ellson I, Lamolda M, Calabro C, López-Escamez JA, Catalina P, Carmona-Sáez P, Real PJ, Landeira D, Ramos-Mejia V. The pediatric leukemia oncoprotein NUP98-KDM5A induces genomic instability that may facilitate malignant transformation. Cell Death Dis 2023; 14:357. [PMID: 37301844 PMCID: PMC10257648 DOI: 10.1038/s41419-023-05870-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 04/28/2023] [Accepted: 05/31/2023] [Indexed: 06/12/2023]
Abstract
Pediatric Acute Myeloid Leukemia (AML) is a rare and heterogeneous disease characterized by a high prevalence of gene fusions as driver mutations. Despite the improvement of survival in the last years, about 50% of patients still experience a relapse. It is not possible to improve prognosis only with further intensification of chemotherapy, as come with a severe cost to the health of patients, often resulting in treatment-related death or long-term sequels. To design more effective and less toxic therapies we need a better understanding of pediatric AML biology. The NUP98-KDM5A chimeric protein is exclusively found in a particular subgroup of young pediatric AML patients with complex karyotypes and poor prognosis. In this study, we investigated the impact of NUP98-KDM5A expression on cellular processes in human Pluripotent Stem Cell models and a patient-derived cell line. We found that NUP98-KDM5A generates genomic instability through two complementary mechanisms that involve accumulation of DNA damage and direct interference of RAE1 activity during mitosis. Overall, our data support that NUP98-KDM5A promotes genomic instability and likely contributes to malignant transformation.
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Grants
- Asociación de Madres y Padres de Niños Oncológicos de Granada (AUPA), Asociación El Mundo de Namu, and the Ministry of Science and Innovation, FECYT-Precipita: SURUS, Cristina Molinos, Salvador Rigol
- Universidad de Granada (University of Granada)
- Andalusian Regional Ministry of Economic Transformation, Industry, Knowledge and Universities (PREDOC_01765) grant.
- Consejería de Salud, Junta de Andalucía (Ministry of Health, Andalusian Regional Government)
- Spanish Ministry for Science and Innovation (PID2020-119032RB-I00) and FEDER/Junta de Andalucía- Consejería de Transformación Económica, Industria, Conocimiento y Universidades (P20_00335)
- Ministerio de Economía y Competitividad (Ministry of Economy and Competitiveness)
- Spanish Ministry for Science and Innovation (EUR2021-122005; PID2019-108108-100), the Andalusian Regional Government (PC-0246-2017; PY20_00681)
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Affiliation(s)
- Joan Domingo-Reinés
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
| | - Rosa Montes
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Department of Cell Biology, Faculty of Sciences, University of Granada, 18071, Granada, Spain
| | - Adrián Garcia-Moreno
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
| | - Amador Gallardo
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Department of Biochemistry and Molecular Biology II, Faculty of Pharmacy, University of Granada, 18071, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
| | - Jose Manuel Sanchez-Manas
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, 18071, Granada, Spain
| | - Iván Ellson
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
| | - Mar Lamolda
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, Madrid, Spain
| | - Chiara Calabro
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
| | - Jose Antonio López-Escamez
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Sensorineural Pathology Programme, Centro de Investigación Biomédica en Red en Enfermedades Raras, CIBERER, Madrid, Spain
- Meniere's Disease Neuroscience Research Program, Faculty of Medicine & Health, School of Medical Sciences, The Kolling Institute, University of Sydney, Sydney, NSW, Australia
| | - Purificación Catalina
- Andalusian Public Health System Biobank, Coordinating Node, Av. del Conocimiento, S/N, 18016, Granada, Spain
| | - Pedro Carmona-Sáez
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Department of Statistics, University of Granada, 18071, Granada, Spain
- Excellence Research Unit "Modeling Nature" (MNat), University of Granada, 18016, Granada, Spain
| | - Pedro J Real
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Department of Biochemistry and Molecular Biology I, Faculty of Sciences, University of Granada, 18071, Granada, Spain
| | - David Landeira
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain
- Department of Biochemistry and Molecular Biology II, Faculty of Pharmacy, University of Granada, 18071, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
| | - Verónica Ramos-Mejia
- GENYO, Centre for Genomics and Oncological Research Pfizer - University of Granada - Andalusian Regional Government, PTS, 18016, Granada, Spain.
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Lu Y, Cao Q, Yu Y, Sun Y, Jiang X, Li X. Pan-cancer analysis revealed H3K4me1 at bivalent promoters premarks DNA hypermethylation during tumor development and identified the regulatory role of DNA methylation in relation to histone modifications. BMC Genomics 2023; 24:235. [PMID: 37138231 PMCID: PMC10157937 DOI: 10.1186/s12864-023-09341-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 04/27/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND DNA hypermethylation at promoter CpG islands (CGIs) is a hallmark of cancers and could lead to dysregulation of gene expression in the development of cancers, however, its dynamics and regulatory mechanisms remain elusive. Bivalent genes, that direct development and differentiation of stem cells, are found to be frequent targets of hypermethylation in cancers. RESULTS Here we performed comprehensive analysis across multiple cancer types and identified that the decrease in H3K4me1 levels coincides with DNA hypermethylation at the bivalent promoter CGIs during tumorigenesis. Removal of DNA hypermethylation leads to increment of H3K4me1 at promoter CGIs with preference for bivalent genes. Nevertheless, the alteration of H3K4me1 by overexpressing or knockout LSD1, the demethylase of H3K4, doesn't change the level or pattern of DNA methylation. Moreover, LSD1 was found to regulate the expression of a bivalent gene OVOL2 to promote tumorigenesis. Knockdown of OVOL2 in LSD1 knockout HCT116 cells restored the cancer cell phenotype. CONCLUSION In summary, our work identified a universal indicator that can pre-mark DNA hypermethylation in cancer cells, and dissected the interplay between H3K4me1 and DNA hypermethylation in detail. Current study also reveals a novel mechanism underlying the oncogenic role of LSD1, providing clues for cancer therapies.
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Affiliation(s)
- Yang Lu
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, China
| | - Qiang Cao
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, China
| | - Yue Yu
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, China
| | - Yazhou Sun
- The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Xuan Jiang
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, China.
| | - Xin Li
- School of Medicine, Shenzhen Campus of Sun Yat-Sen University, Shenzhen, China.
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China.
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5
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Déjosez M, Marin A, Hughes GM, Morales AE, Godoy-Parejo C, Gray JL, Qin Y, Singh AA, Xu H, Juste J, Ibáñez C, White KM, Rosales R, Francoeur NJ, Sebra RP, Alcock D, Volkert TL, Puechmaille SJ, Pastusiak A, Frost SDW, Hiller M, Young RA, Teeling EC, García-Sastre A, Zwaka TP. Bat pluripotent stem cells reveal unusual entanglement between host and viruses. Cell 2023; 186:957-974.e28. [PMID: 36812912 PMCID: PMC10085545 DOI: 10.1016/j.cell.2023.01.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 12/06/2022] [Accepted: 01/09/2023] [Indexed: 02/23/2023]
Abstract
Bats are distinctive among mammals due to their ability to fly, use laryngeal echolocation, and tolerate viruses. However, there are currently no reliable cellular models for studying bat biology or their response to viral infections. Here, we created induced pluripotent stem cells (iPSCs) from two species of bats: the wild greater horseshoe bat (Rhinolophus ferrumequinum) and the greater mouse-eared bat (Myotis myotis). The iPSCs from both bat species showed similar characteristics and had a gene expression profile resembling that of cells attacked by viruses. They also had a high number of endogenous viral sequences, particularly retroviruses. These results suggest that bats have evolved mechanisms to tolerate a large load of viral sequences and may have a more intertwined relationship with viruses than previously thought. Further study of bat iPSCs and their differentiated progeny will provide insights into bat biology, virus host relationships, and the molecular basis of bats' special traits.
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Affiliation(s)
- Marion Déjosez
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Paratus Sciences, 430 East 29th Street, Suite 600, New York, NY 10016, USA
| | - Arturo Marin
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Graham M Hughes
- School of Biology and Environmental Science, University College Dublin, Ireland
| | - Ariadna E Morales
- Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany; Faculty of Biosciences, Goethe University, Max-von-Laue-Str, 60438 Frankfurt, Germany
| | - Carlos Godoy-Parejo
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA
| | - Jonathan L Gray
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA
| | - Yiren Qin
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA
| | - Arun A Singh
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA
| | - Hui Xu
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA
| | - Javier Juste
- Estación biológica de doñana (CSIC), Avda. Américo Vespucio 26, Seville 41092, Spain; CIBER Epidemiology and Public Health, CIBERESP, Madrid, Spain
| | - Carlos Ibáñez
- Estación biológica de doñana (CSIC), Avda. Américo Vespucio 26, Seville 41092, Spain
| | - Kris M White
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Romel Rosales
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | | | - Robert P Sebra
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Icahn Institute for Genomics, New York, NY, USA
| | - Dominic Alcock
- School of Biology and Environmental Science, University College Dublin, Ireland
| | - Thomas L Volkert
- Paratus Sciences, 430 East 29th Street, Suite 600, New York, NY 10016, USA
| | | | - Andrzej Pastusiak
- Microsoft Premonition, Microsoft Building 99, 14820 NE 36th Street, Redmond, WA 98052, USA
| | - Simon D W Frost
- Microsoft Premonition, Microsoft Building 99, 14820 NE 36th Street, Redmond, WA 98052, USA; Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Michael Hiller
- LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany; Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany; Faculty of Biosciences, Goethe University, Max-von-Laue-Str, 60438 Frankfurt, Germany
| | - Richard A Young
- Whitehead Institute for Biomedical Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Emma C Teeling
- School of Biology and Environmental Science, University College Dublin, Ireland.
| | - Adolfo García-Sastre
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Pathology, Molecular and Cell-Based Medicine and the Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Thomas P Zwaka
- Huffington Center for Cell-Based Research in Parkinson's disease, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Department of Cell, Developmental, and Regenerative Biology, and Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10502, USA; Paratus Sciences, 430 East 29th Street, Suite 600, New York, NY 10016, USA.
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Salmina K, Vainshelbaum NM, Kreishmane M, Inashkina I, Cragg MS, Pjanova D, Erenpreisa J. The Role of Mitotic Slippage in Creating a "Female Pregnancy-like System" in a Single Polyploid Giant Cancer Cell. Int J Mol Sci 2023; 24:3237. [PMID: 36834647 PMCID: PMC9960874 DOI: 10.3390/ijms24043237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 02/09/2023] Open
Abstract
In our recent work, we observed that triple-negative breast cancer MDA-MB-231 cells respond to doxorubicin (DOX) via "mitotic slippage" (MS), discarding cytosolic damaged DNA during the process that provides their resistance to this genotoxic treatment. We also noted two populations of polyploid giant cells: those budding surviving offspring, versus those reaching huge ploidy by repeated MS and persisting for several weeks. Their separate roles in the recovery from treatment remained unclear. The current study was devoted to characterising the origin and relationship of these two sub-populations in the context of MS. MS was hallmarked by the emergence of nuclear YAP1/OCT4A/MOS/EMI2-positivity featuring a soma-germ transition to the meiotic-metaphase-arrested "maternal germ cell". In silico, the link between modules identified in the inflammatory innate immune response to cytosolic DNA and the reproductive module of female pregnancy (upregulating placenta developmental genes) was observed in polyploid giant cells. Asymmetry of the two subnuclei types, one repairing DNA and releasing buds enriched by CDC42/ACTIN/TUBULIN and the other persisting and degrading DNA in a polyploid giant cell, was revealed. We propose that when arrested in MS, a "maternal cancer germ cell" may be parthenogenetically stimulated by the placental proto-oncogene parathyroid-hormone-like-hormone, increasing calcium, thus creating a "female pregnancy-like" system within a single polyploid giant cancer cell.
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Affiliation(s)
- Kristine Salmina
- Cancer Research Division, Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
| | - Ninel Miriam Vainshelbaum
- Cancer Research Division, Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
- Faculty of Biology, The University of Latvia, LV-1586 Riga, Latvia
| | - Madara Kreishmane
- Cancer Research Division, Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
| | - Inna Inashkina
- Cancer Research Division, Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
| | - Mark Steven Cragg
- Centre for Cancer Immunology, Faculty of Medicine, University of Southampton, Southampton SO16 6YD, UK
| | - Dace Pjanova
- Cancer Research Division, Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
| | - Jekaterina Erenpreisa
- Cancer Research Division, Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia
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7
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Gradistics: An underappreciated dimension in evolutionary space. Biosystems 2023; 224:104844. [PMID: 36736879 DOI: 10.1016/j.biosystems.2023.104844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 01/28/2023] [Accepted: 01/30/2023] [Indexed: 02/04/2023]
Abstract
The growth of complexity is an unsolved and underappreciated problem. We consider possible causes of this growth, hypotheses testing, molecular mechanisms, complexity measures, cases of simplification, and significance for biomedicine. We focus on a general ability of regulation, which is based on the growing information storage and processing capacities, as the main proxy of complexity. Natural selection is indifferent to complexity. However, complexification can be inferred from the same first principle, on which natural selection is founded. Natural selection depends on potentially unlimited reproduction under limited environmental conditions. Because of the demographic pressure, the simple ecological niches become fulfilled and diversified (due to species splitting and divergence). Diversification increases complexity of biocenoses. After the filling and diversification of simple niches, the more complex niches can arise. This is the 'atomic orbitals' (AO) model. Complexity has many shortcomings but it has an advantage. This advantage is ability to regulatory adaptation, including behavioral, formed in the evolution by means of genetic adaptation. Regulatory adaptation is much faster than genetic one because it is based on the information previously accumulated via genetic adaptation and learning. Regulatory adaptation further increases complexity of biocenoses. This is the 'regulatory advantage' (RA) model. The comparison of both models allows testable predictions. We focus on the animal evolution because of the appearance of higher regulatory level (nervous system), which is absent in other lineages, and relevance to humans (including biomedical aspects).
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8
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Greeson KW, Crow KMS, Edenfield RC, Easley CA. Inheritance of paternal lifestyles and exposures through sperm DNA methylation. Nat Rev Urol 2023:10.1038/s41585-022-00708-9. [PMID: 36653672 DOI: 10.1038/s41585-022-00708-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/12/2022] [Indexed: 01/19/2023]
Abstract
Many different lifestyle factors and chemicals present in the environment are a threat to the reproductive tracts of humans. The potential for parental preconception exposure to alter gametes and for these alterations to be passed on to offspring and negatively affect embryo growth and development is of concern. The connection between maternal exposures and offspring health is a frequent focus in epidemiological studies, but paternal preconception exposures are much less frequently considered and are also very important determinants of offspring health. Several environmental and lifestyle factors in men have been found to alter sperm epigenetics, which can regulate gene expression during early embryonic development. Epigenetic information is thought to be a mechanism that evolved for organisms to pass on information about their lived experiences to offspring. DNA methylation is a well-studied epigenetic regulator that is sensitive to environmental exposures in somatic cells and sperm. The continuous production of sperm from spermatogonial stem cells throughout a man's adult life and the presence of spermatogonial stem cells outside of the blood-testis barrier makes them susceptible to environmental insults. Furthermore, altered sperm DNA methylation patterns can be maintained throughout development and ultimately result in impairments, which could predispose offspring to disease. Innovations in human stem cell-based spermatogenic models can be used to elucidate the paternal origins of health and disease.
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Affiliation(s)
- Katherine W Greeson
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, USA.,Regenerative Bioscience Center, University of Georgia, Athens, GA, USA
| | - Krista M S Crow
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, USA.,Regenerative Bioscience Center, University of Georgia, Athens, GA, USA
| | - R Clayton Edenfield
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, USA.,Regenerative Bioscience Center, University of Georgia, Athens, GA, USA
| | - Charles A Easley
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, USA. .,Regenerative Bioscience Center, University of Georgia, Athens, GA, USA.
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9
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Schrott R, Greeson KW, King D, Crow KMS, Easley CA, Murphy SK. Cannabis alters DNA methylation at maternally imprinted and autism candidate genes in spermatogenic cells. Syst Biol Reprod Med 2022; 68:357-369. [PMID: 35687495 PMCID: PMC10032331 DOI: 10.1080/19396368.2022.2073292] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Revised: 04/18/2022] [Accepted: 04/23/2022] [Indexed: 10/18/2022]
Abstract
Cannabis use in the United States is increasing, with highest consumption among men at their peak reproductive years. We previously demonstrated widespread changes in sperm DNA methylation with cannabis exposure in humans and rats, including genes important in neurodevelopment. Here, we use an in vitro human spermatogenesis model to recapitulate chronic cannabis use and assess DNA methylation at imprinted and autism spectrum disorder (ASD) candidate genes in spermatogonial stem cell (SSC)- and spermatid-like cells. Methylation at maternally imprinted genes SGCE and GRB10 was significantly altered in SSC- and spermatid-like cells, respectively, while PEG3 was significantly differentially methylated in spermatid-like cells. Two of ten randomly selected ASD candidate genes, HCN1 and NR4A2, had significantly altered methylation with cannabis exposure in SSC-like cells. These results support our findings in human cohorts and provide a new tool with which to gain mechanistic insights into the association between paternal cannabis use and risk of ASD in offspring.
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Affiliation(s)
- Rose Schrott
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, 27701, USA
- Integrated Toxicology and Environmental Health Program, Nicholas School of the Environment, Duke University, Durham, NC, 27701, USA
| | - Katherine W. Greeson
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA, 30602, USA
| | - Dillon King
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, 27701, USA
- Integrated Toxicology and Environmental Health Program, Nicholas School of the Environment, Duke University, Durham, NC, 27701, USA
| | - Krista M. Symosko Crow
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA, 30602, USA
| | - Charles A. Easley
- Department of Environmental Health Science, College of Public Health, University of Georgia, Athens, GA, 30602, USA
- Regenerative Bioscience Center, University of Georgia, Athens, GA, 30602, USA
| | - Susan K. Murphy
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, 27701, USA
- Integrated Toxicology and Environmental Health Program, Nicholas School of the Environment, Duke University, Durham, NC, 27701, USA
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10
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Polyploidy and Myc Proto-Oncogenes Promote Stress Adaptation via Epigenetic Plasticity and Gene Regulatory Network Rewiring. Int J Mol Sci 2022; 23:ijms23179691. [PMID: 36077092 PMCID: PMC9456078 DOI: 10.3390/ijms23179691] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 08/23/2022] [Accepted: 08/24/2022] [Indexed: 11/16/2022] Open
Abstract
Polyploid cells demonstrate biological plasticity and stress adaptation in evolution; development; and pathologies, including cardiovascular diseases, neurodegeneration, and cancer. The nature of ploidy-related advantages is still not completely understood. Here, we summarize the literature on molecular mechanisms underlying ploidy-related adaptive features. Polyploidy can regulate gene expression via chromatin opening, reawakening ancient evolutionary programs of embryonality. Chromatin opening switches on genes with bivalent chromatin domains that promote adaptation via rapid induction in response to signals of stress or morphogenesis. Therefore, stress-associated polyploidy can activate Myc proto-oncogenes, which further promote chromatin opening. Moreover, Myc proto-oncogenes can trigger polyploidization de novo and accelerate genome accumulation in already polyploid cells. As a result of these cooperative effects, polyploidy can increase the ability of cells to search for adaptive states of cellular programs through gene regulatory network rewiring. This ability is manifested in epigenetic plasticity associated with traits of stemness, unicellularity, flexible energy metabolism, and a complex system of DNA damage protection, combining primitive error-prone unicellular repair pathways, advanced error-free multicellular repair pathways, and DNA damage-buffering ability. These three features can be considered important components of the increased adaptability of polyploid cells. The evidence presented here contribute to the understanding of the nature of stress resistance associated with ploidy and may be useful in the development of new methods for the prevention and treatment of cardiovascular and oncological diseases.
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11
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Li S, Yang Q, Jiao R, Xu P, Sun Y, Li X. m6A Topological Transition Coupled to Developmental Regulation of Gene Expression During Mammalian Tissue Development. Front Cell Dev Biol 2022; 10:916423. [PMID: 35865625 PMCID: PMC9294180 DOI: 10.3389/fcell.2022.916423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 06/09/2022] [Indexed: 11/14/2022] Open
Abstract
N6-methyladenosine (m6A) is the most prevalent internal modification and reversible epitranscriptomic mark in messenger RNAs (mRNAs) and plays essential roles in a variety of biological processes. However, the dynamic distribution patterns of m6A and their significance during mammalian tissue development are poorly understood. Here, we found that based on m6A distribution patterns, protein-coding genes were classified into five groups with significantly distinct biological features and functions. Strikingly, comparison of the m6A methylomes of multiple mammalian tissues between fetal and adult stages revealed dynamic m6A topological transition during mammalian tissue development, and identified large numbers of genes with significant m6A loss in 5′UTRs or m6A gain around stop codons. The genes with m6A loss in 5′UTRs were highly enriched in developmental stage-specific genes, and their m6A topological transitions were strongly associated with gene expression regulation during tissue development. The genes with m6A gain around the stop codons were associated with tissue-specific functions. Our findings revealed the existence of different m6A topologies among protein-coding genes that were associated with distinct characteristics. More importantly, these genes with m6A topological transitions were crucial for tissue development via regulation of gene expression, suggesting the importance of dynamic m6A topological transitions during mammalian tissue development.
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Affiliation(s)
- Shanshan Li
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
| | - Qing Yang
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
| | - Rui Jiao
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
| | - Pengfei Xu
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Yazhou Sun
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- *Correspondence: Yazhou Sun, ; Xin Li,
| | - Xin Li
- School of Medicine, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
- *Correspondence: Yazhou Sun, ; Xin Li,
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12
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Kumar B, Navarro C, Winblad N, Schell JP, Zhao C, Weltner J, Baqué-Vidal L, Salazar Mantero A, Petropoulos S, Lanner F, Elsässer SJ. Polycomb repressive complex 2 shields naïve human pluripotent cells from trophectoderm differentiation. Nat Cell Biol 2022; 24:845-857. [PMID: 35637409 PMCID: PMC9203276 DOI: 10.1038/s41556-022-00916-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 04/13/2022] [Indexed: 12/12/2022]
Abstract
The first lineage choice in human embryo development separates trophectoderm from the inner cell mass. Naïve human embryonic stem cells are derived from the inner cell mass and offer possibilities to explore how lineage integrity is maintained. Here, we discover that polycomb repressive complex 2 (PRC2) maintains naïve pluripotency and restricts differentiation to trophectoderm and mesoderm lineages. Through quantitative epigenome profiling, we found that a broad gain of histone H3 lysine 27 trimethylation (H3K27me3) is a distinct feature of naïve pluripotency. We define shared and naïve-specific bivalent promoters featuring PRC2-mediated H3K27me3 concomitant with H3K4me3. Naïve bivalency maintains key trophectoderm and mesoderm transcription factors in a transcriptionally poised state. Inhibition of PRC2 forces naïve human embryonic stem cells into an ‘activated’ state, characterized by co-expression of pluripotency and lineage-specific transcription factors, followed by differentiation into either trophectoderm or mesoderm lineages. In summary, PRC2-mediated repression provides a highly adaptive mechanism to restrict lineage potential during early human development. Two side-by-side papers report that H3K27me3 deposited by polycomb repressive complex 2 represents an epigenetic barrier that restricts naïve human pluripotent cell differentiation into alternative lineages including trophoblasts.
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13
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Polyploidy as a Fundamental Phenomenon in Evolution, Development, Adaptation and Diseases. Int J Mol Sci 2022; 23:ijms23073542. [PMID: 35408902 PMCID: PMC8998937 DOI: 10.3390/ijms23073542] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/21/2022] [Accepted: 03/22/2022] [Indexed: 02/02/2023] Open
Abstract
DNA replication during cell proliferation is 'vertical' copying, which reproduces an initial amount of genetic information. Polyploidy, which results from whole-genome duplication, is a fundamental complement to vertical copying. Both organismal and cell polyploidy can emerge via premature cell cycle exit or via cell-cell fusion, the latter giving rise to polyploid hybrid organisms and epigenetic hybrids of somatic cells. Polyploidy-related increase in biological plasticity, adaptation, and stress resistance manifests in evolution, development, regeneration, aging, oncogenesis, and cardiovascular diseases. Despite the prevalence in nature and importance for medicine, agri- and aquaculture, biological processes and epigenetic mechanisms underlying these fundamental features largely remain unknown. The evolutionarily conserved features of polyploidy include activation of transcription, response to stress, DNA damage and hypoxia, and induction of programs of morphogenesis, unicellularity, and longevity, suggesting that these common features confer adaptive plasticity, viability, and stress resistance to polyploid cells and organisms. By increasing cell viability, polyploidization can provide survival under stressful conditions where diploid cells cannot survive. However, in somatic cells it occurs at the expense of specific function, thus promoting developmental programming of adult cardiovascular diseases and increasing the risk of cancer. Notably, genes arising via evolutionary polyploidization are heavily involved in cancer and other diseases. Ploidy-related changes of gene expression presumably originate from chromatin modifications and the derepression of bivalent genes. The provided evidence elucidates the role of polyploidy in evolution, development, aging, and carcinogenesis, and may contribute to the development of new strategies for promoting regeneration and preventing cardiovascular diseases and cancer.
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14
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Brocos-Mosquera I, Miranda-Azpiazu P, Muguruza C, Corzo-Monje V, Morentin B, Meana JJ, Callado LF, Rivero G. Differential brain ADRA2A and ADRA2C gene expression and epigenetic regulation in schizophrenia. Effect of antipsychotic drug treatment. Transl Psychiatry 2021; 11:643. [PMID: 34930904 PMCID: PMC8688495 DOI: 10.1038/s41398-021-01762-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 11/26/2021] [Accepted: 12/01/2021] [Indexed: 01/19/2023] Open
Abstract
Postsynaptic α2A-adrenoceptor density is enhanced in the dorsolateral prefrontal cortex (DLPFC) of antipsychotic-treated schizophrenia subjects. This alteration might be due to transcriptional activation, and could be regulated by epigenetic mechanisms such as histone posttranslational modifications (PTMs). The aim of this study was to evaluate ADRA2A and ADRA2C gene expression (codifying for α2-adrenoceptor subtypes), and permissive and repressive histone PTMs at gene promoter regions in the DLPFC of subjects with schizophrenia and matched controls (n = 24 pairs). We studied the effect of antipsychotic (AP) treatment in AP-free (n = 12) and AP-treated (n = 12) subgroups of schizophrenia subjects and in rats acutely and chronically treated with typical and atypical antipsychotics. ADRA2A mRNA expression was selectively upregulated in AP-treated schizophrenia subjects (+93%) whereas ADRA2C mRNA expression was upregulated in all schizophrenia subjects (+53%) regardless of antipsychotic treatment. Acute and chronic clozapine treatment in rats did not alter brain cortex Adra2a mRNA expression but increased Adra2c mRNA expression. Both ADRA2A and ADRA2C promoter regions showed epigenetic modification by histone methylation and acetylation in human DLPFC. The upregulation of ADRA2A expression in AP-treated schizophrenia subjects might be related to observed bivalent chromatin at ADRA2A promoter region in schizophrenia (depicted by increased permissive H3K4me3 and repressive H3K27me3) and could be triggered by the enhanced H4K16ac at ADRA2A promoter. In conclusion, epigenetic predisposition differentially modulated ADRA2A and ADRA2C mRNA expression in DLPFC of schizophrenia subjects.
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Affiliation(s)
- Iria Brocos-Mosquera
- grid.11480.3c0000000121671098Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia Spain ,grid.469673.90000 0004 5901 7501Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Leioa, Spain
| | - Patricia Miranda-Azpiazu
- grid.11480.3c0000000121671098Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia Spain ,grid.469673.90000 0004 5901 7501Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Leioa, Spain
| | - Carolina Muguruza
- grid.11480.3c0000000121671098Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia Spain ,grid.469673.90000 0004 5901 7501Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Leioa, Spain
| | - Virginia Corzo-Monje
- grid.11480.3c0000000121671098Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia Spain
| | - Benito Morentin
- Section of Forensic Pathology, Basque Institute of Legal Medicine, Bilbao, Spain ,grid.452310.1Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia Spain
| | - J. Javier Meana
- grid.11480.3c0000000121671098Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia Spain ,grid.469673.90000 0004 5901 7501Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Leioa, Spain ,grid.452310.1Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia Spain
| | - Luis F. Callado
- grid.11480.3c0000000121671098Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia Spain ,grid.469673.90000 0004 5901 7501Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Leioa, Spain ,grid.452310.1Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia Spain
| | - Guadalupe Rivero
- Department of Pharmacology, University of the Basque Country, UPV/EHU, Leioa, Bizkaia, Spain. .,Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Leioa, Spain. .,Biocruces Bizkaia Health Research Institute, Barakaldo, Bizkaia, Spain.
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15
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Growth of Biological Complexity from Prokaryotes to Hominids Reflected in the Human Genome. Int J Mol Sci 2021; 22:ijms222111640. [PMID: 34769071 PMCID: PMC8583824 DOI: 10.3390/ijms222111640] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/20/2021] [Accepted: 10/25/2021] [Indexed: 12/12/2022] Open
Abstract
The growth of complexity in evolution is a most intriguing phenomenon. Using gene phylostratigraphy, we showed this growth (as reflected in regulatory mechanisms) in the human genome, tracing the path from prokaryotes to hominids. Generally, the different regulatory gene families expanded at different times, yet only up to the Euteleostomi (bony vertebrates). The only exception was the expansion of transcription factors (TF) in placentals; however, we argue that this was not related to increase in general complexity. Surprisingly, although TF originated in the Prokaryota while chromatin appeared only in the Eukaryota, the expansion of epigenetic factors predated the expansion of TF. Signaling receptors, tumor suppressors, oncogenes, and aging- and disease-associated genes (indicating vulnerabilities in terms of complex organization and strongly enrichment in regulatory genes) also expanded only up to the Euteleostomi. The complexity-related gene properties (protein size, number of alternative splicing mRNA, length of untranslated mRNA, number of biological processes per gene, number of disordered regions in a protein, and density of TF–TF interactions) rose in multicellular organisms and declined after the Euteleostomi, and possibly earlier. At the same time, the speed of protein sequence evolution sharply increased in the genes that originated after the Euteleostomi. Thus, several lines of evidence indicate that molecular mechanisms of complexity growth were changing with time, and in the phyletic lineage leading to humans, the most salient shift occurred after the basic vertebrate body plan was fixed with bony skeleton. The obtained results can be useful for evolutionary medicine.
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16
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Zhu X, Xu T, Zhu J. The regulatory function of tandem repeat VNTR2-1 in hTERT gene involves basic Helix-loop-helix family transcription factors. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2021; 62:338-349. [PMID: 34115413 PMCID: PMC9648534 DOI: 10.1002/em.22447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/06/2021] [Accepted: 06/09/2021] [Indexed: 06/12/2023]
Abstract
Telomerase is a ribonucleoprotein enzyme that synthesizes telomere end sequence. The expression of hTERT gene, encoding the catalytic subunit of human telomerase, is restricted to highly proliferative tissues and is undetectable in most somatic cells. Abnormal activation of hTERT gene is found in 90% of human tumors. Previously, we identified tandem repeat of 42-bp/unit, VNTR2-1, in intron 2 of the hTERT gene, as a novel regulatory element important for hTERT transcription in cancer cells. In the current study, we found that multiple 42-bp repeats of VNTR2-1 activated luciferase gene in reporter plasmids. Mutation of the predicted cis-regulatory elements within the 42-bp repeats, including a E-box motif, resulted in a partial or complete loss of its enhancer activity. Moreover, MYC family proteins, c-MYC, MAX, and MNT, regulated hTERT gene transcription through both VNTR2-1 and E-boxes at the proximal hTERT promoter. Chromatin segmentation analysis of published ChIP-sequencing data from K562 cells indicated that VNTR2-1 was a bivalent enhancer. In telomerase-expressing human melanoma cell line MelJuSo, deletion of VNTR2-1 caused the hTERT promoter chromatin status to change from an active state to a repressed state, accompanied by increases of H3K27me3 and H3K9me3 marks. Therefore, we provided additional evidence for VNTR2-1 as a functional regulatory element that regulated hTERT expression by MYC family transcription factors. These results have improved our knowledge on the functions of repetitive genomic DNAs and the regulatory mechanisms of human telomerase gene.
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Affiliation(s)
| | | | - Jiyue Zhu
- To whom correspondence should be addressed. Tel: 1-509-368-6565; Fax: 1-509-368-6561; ; 412E Spokane Falls Blvd, PBS323, Spokane, WA, 99202, USA
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17
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Le Boiteux E, Court F, Guichet PO, Vaurs-Barrière C, Vaillant I, Chautard E, Verrelle P, Costa BM, Karayan-Tapon L, Fogli A, Arnaud P. Widespread overexpression from the four DNA hypermethylated HOX clusters in aggressive (IDHwt) glioma is associated with H3K27me3 depletion and alternative promoter usage. Mol Oncol 2021; 15:1995-2010. [PMID: 33720519 PMCID: PMC8334257 DOI: 10.1002/1878-0261.12944] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 02/17/2021] [Accepted: 03/12/2021] [Indexed: 12/14/2022] Open
Abstract
In human, the 39 coding HOX genes and 18 referenced noncoding antisense transcripts are arranged in four genomic clusters named HOXA, B, C, and D. This highly conserved family belongs to the homeobox class of genes that encode transcription factors required for normal development. Therefore, HOX gene deregulation might contribute to the development of many cancer types. Here, we study HOX gene deregulation in adult glioma, a common type of primary brain tumor. We performed extensive molecular analysis of tumor samples, classified according to their isocitrate dehydrogenase (IDH1) gene mutation status, and of glioma stem cells. We found widespread expression of sense and antisense HOX transcripts only in aggressive (IDHwt) glioma samples, although the four HOX clusters displayed DNA hypermethylation. Integrative analysis of expression, DNA methylation, and histone modification signatures along the clusters revealed that HOX gene upregulation relies on canonical and alternative bivalent CpG island promoters that escape hypermethylation. H3K27me3 loss at these promoters emerges as the main cause of widespread HOX gene upregulation in IDHwt glioma cell lines and tumors. Our study provides the first comprehensive description of the epigenetic changes at HOX clusters and their contribution to the transcriptional changes observed in adult glioma. It also identified putative 'master' HOX proteins that might contribute to the tumorigenic potential of glioma stem cells.
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Affiliation(s)
- Elisa Le Boiteux
- CNRS, Inserm, GReD, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Franck Court
- CNRS, Inserm, GReD, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Pierre-Olivier Guichet
- INSERM-U1084, Poitiers, France.,Poitiers University, France.,Department of Cancer Biology, Poitiers Hospital, France
| | | | - Isabelle Vaillant
- CNRS, Inserm, GReD, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Emmanuel Chautard
- Pathology Department, Jean Perrin Center, Clermont-Ferrand, France.,INSERM, U1240 IMoST, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Pierre Verrelle
- CIMB, INSERM U1196 CNRS UMR9187, Curie Institute, Orsay, France.,Radiotherapy Department, Curie Institute, Paris, France.,Université Clermont Auvergne, Clermont-Ferrand, France
| | - Bruno M Costa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus de Gualtar, Braga, Portugal.,ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Lucie Karayan-Tapon
- INSERM-U1084, Poitiers, France.,Poitiers University, France.,Department of Cancer Biology, Poitiers Hospital, France
| | - Anne Fogli
- CNRS, Inserm, GReD, Université Clermont Auvergne, Clermont-Ferrand, France.,Biochemistry and Molecular Biology Department, Clermont-Ferrand Hospital, France
| | - Philippe Arnaud
- CNRS, Inserm, GReD, Université Clermont Auvergne, Clermont-Ferrand, France
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18
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Laufer BI, Gomez JA, Jianu JM, LaSalle JM. Stable DNMT3L overexpression in SH-SY5Y neurons recreates a facet of the genome-wide Down syndrome DNA methylation signature. Epigenetics Chromatin 2021; 14:13. [PMID: 33750431 PMCID: PMC7942011 DOI: 10.1186/s13072-021-00387-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 02/23/2021] [Indexed: 12/15/2022] Open
Abstract
Background Down syndrome (DS) is characterized by a genome-wide profile of differential DNA methylation that is skewed towards hypermethylation in most tissues, including brain, and includes pan-tissue differential methylation. The molecular mechanisms involve the overexpression of genes related to DNA methylation on chromosome 21. Here, we stably overexpressed the chromosome 21 gene DNA methyltransferase 3L (DNMT3L) in the human SH-SY5Y neuroblastoma cell line and assayed DNA methylation at over 26 million CpGs by whole genome bisulfite sequencing (WGBS) at three different developmental phases (undifferentiated, differentiating, and differentiated). Results DNMT3L overexpression resulted in global CpG and CpG island hypermethylation as well as thousands of differentially methylated regions (DMRs). The DNMT3L DMRs were skewed towards hypermethylation and mapped to genes involved in neurodevelopment, cellular signaling, and gene regulation. Consensus DNMT3L DMRs showed that cell lines clustered by genotype and then differentiation phase, demonstrating sets of common genes affected across neuronal differentiation. The hypermethylated DNMT3L DMRs from all pairwise comparisons were enriched for regions of bivalent chromatin marked by H3K4me3 as well as differentially methylated sites from previous DS studies of diverse tissues. In contrast, the hypomethylated DNMT3L DMRs from all pairwise comparisons displayed a tissue-specific profile enriched for regions of heterochromatin marked by H3K9me3 during embryonic development. Conclusions Taken together, these results support a mechanism whereby regions of bivalent chromatin that lose H3K4me3 during neuronal differentiation are targeted by excess DNMT3L and become hypermethylated. Overall, these findings demonstrate that DNMT3L overexpression during neurodevelopment recreates a facet of the genome-wide DS DNA methylation signature by targeting known genes and gene clusters that display pan-tissue differential methylation in DS. Supplementary Information The online version contains supplementary material available at 10.1186/s13072-021-00387-7.
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Affiliation(s)
- Benjamin I Laufer
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA.,Genome Center, University of California, Davis, CA, 95616, USA.,MIND Institute, University of California, Davis, CA, 95616, USA
| | - J Antonio Gomez
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA.,Genome Center, University of California, Davis, CA, 95616, USA.,MIND Institute, University of California, Davis, CA, 95616, USA
| | - Julia M Jianu
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA.,Genome Center, University of California, Davis, CA, 95616, USA.,MIND Institute, University of California, Davis, CA, 95616, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, 95616, USA. .,Genome Center, University of California, Davis, CA, 95616, USA. .,MIND Institute, University of California, Davis, CA, 95616, USA.
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19
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The Role of H3K4 Trimethylation in CpG Islands Hypermethylation in Cancer. Biomolecules 2021; 11:biom11020143. [PMID: 33499170 PMCID: PMC7912453 DOI: 10.3390/biom11020143] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/30/2020] [Accepted: 01/15/2021] [Indexed: 01/01/2023] Open
Abstract
CpG methylation in transposons, exons, introns and intergenic regions is important for long-term silencing, silencing of parasitic sequences and alternative promoters, regulating imprinted gene expression and determining X chromosome inactivation. Promoter CpG islands, although rich in CpG dinucleotides, are unmethylated and remain so during all phases of mammalian embryogenesis and development, except in specific cases. The biological mechanisms that contribute to the maintenance of the unmethylated state of CpG islands remain elusive, but the modification of established DNA methylation patterns is a common feature in all types of tumors and is considered as an event that intrinsically, or in association with genetic lesions, feeds carcinogenesis. In this review, we focus on the latest results describing the role that the levels of H3K4 trimethylation may have in determining the aberrant hypermethylation of CpG islands in tumors.
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20
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Krigerts J, Salmina K, Freivalds T, Zayakin P, Rumnieks F, Inashkina I, Giuliani A, Hausmann M, Erenpreisa J. Differentiating cancer cells reveal early large-scale genome regulation by pericentric domains. Biophys J 2021; 120:711-724. [PMID: 33453273 PMCID: PMC7896032 DOI: 10.1016/j.bpj.2021.01.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 12/30/2020] [Accepted: 01/07/2021] [Indexed: 02/07/2023] Open
Abstract
Finding out how cells prepare for fate change during differentiation commitment was our task. To address whether the constitutive pericentromere-associated domains (PADs) may be involved, we used a model system with known transcriptome data, MCF-7 breast cancer cells treated with the ErbB3 ligand heregulin (HRG), which induces differentiation and is used in the therapy of cancer. PAD-repressive heterochromatin (H3K9me3), centromere-associated-protein-specific, and active euchromatin (H3K4me3) antibodies, real-time PCR, acridine orange DNA structural test (AOT), and microscopic image analysis were applied. We found a two-step DNA unfolding after 15–20 and 60 min of HRG treatment, respectively. This behavior was consistent with biphasic activation of the early response genes (c-fos - fosL1/myc) and the timing of two transcriptome avalanches reported in the literature. In control, the average number of PADs negatively correlated with their size by scale-free distribution, and centromere clustering in turn correlated with PAD size, both indicating that PADs may create and modulate a suprachromosomal network by fusing and splitting a constant proportion of the constitutive heterochromatin. By 15 min of HRG treatment, the bursting unraveling of PADs from the nucleolus boundary occurred, coinciding with the first step of H3K4me3 chromatin unfolding, confirmed by AOT. The second step after 60 min of HRG treatment was associated with transcription of long noncoding RNA from PADs and peaking of fosL1/c-myc response. We hypothesize that the bursting of PAD clusters under a critical silencing threshold pushes the first transcription avalanche, whereas the destruction of the PAD network enables genome rewiring needed for differentiation repatterning, mediated by early response bivalent genes.
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Affiliation(s)
- Jekabs Krigerts
- Latvian Biomedicine Research and Study Centre, Riga, Latvia; University of Latvia, Riga, Latvia
| | | | - Talivaldis Freivalds
- Institute of Cardiology and Regenerative Medicine, University of Latvia, Riga, Latvia
| | - Pawel Zayakin
- Latvian Biomedicine Research and Study Centre, Riga, Latvia
| | - Felikss Rumnieks
- Latvian Biomedicine Research and Study Centre, Riga, Latvia; University of Latvia, Riga, Latvia
| | - Inna Inashkina
- Latvian Biomedicine Research and Study Centre, Riga, Latvia
| | - Alessandro Giuliani
- Environment and Health Department, Italian National Institute of Health, Rome, Italy
| | - Michael Hausmann
- Kirchhoff Institute for Physics, Heidelberg University, Heidelberg, Germany.
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21
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Wang L, Chen M, Yan G, Zhao S. DNA Methylation Differences Between Zona Pellucida-Bound and Manually Selected Spermatozoa Are Associated With Autism Susceptibility. Front Endocrinol (Lausanne) 2021; 12:774260. [PMID: 34858344 PMCID: PMC8630694 DOI: 10.3389/fendo.2021.774260] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 10/25/2021] [Indexed: 01/20/2023] Open
Abstract
Children conceived through intracytoplasmic sperm injection (ICSI) have been reported to have a higher risk of many abnormalities and disorders, including autism and intellectual disability, which may be due to bypassing of the natural sperm selection process during ICSI. Zona pellucida (ZP)-bound spermatozoa (ZPBS) have normal morphology and nuclear DNA. Using these spermatozoa for ICSI results in better outcomes compared with conventional ICSI. However, differences besides morphology that exist between sperm selected by ZP and by an embryologist and whether these differences affect the risk of autism in offspring after ICSI are unclear. To explore these questions, we compared genome-wide DNA methylation profiles between ZPBS and manually selected spermatozoa (MSS)using single-cell bisulfite sequencing. Global DNA methylation levels were significantly lower in ZPBS than in MSS. Using gene ontology (GO) analysis, genes overlapping differentially methylated regions (DMRs) were enriched in biological processes involving neurogenesis. Furthermore, we found that 47.8% of autism candidate genes were associated with DMRs, compared with 37.1% of matched background genes (P<0.001). This was mainly because of the high proportion of autism candidate genes with bivalent chromatin structure. In conclusion, bivalent chromatin structure results in large differences in the methylation of autism genes between MSS and ZPBS. ICSI using MSS, which increases the risk of methylation mutations compared with ZPBS, may lead to a higher risk of autism in offspring.
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Affiliation(s)
- Longda Wang
- Department of Reproduction and Genetics, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Mengxiang Chen
- Department of Reproduction and Genetics, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Gaofeng Yan
- Department of Reproduction and Genetics, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Shuhua Zhao
- Department of Reproduction and Genetics, First Affiliated Hospital of Kunming Medical University, Kunming, China
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22
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Erenpreisa J, Salmina K, Anatskaya O, Cragg MS. Paradoxes of cancer: Survival at the brink. Semin Cancer Biol 2020; 81:119-131. [PMID: 33340646 DOI: 10.1016/j.semcancer.2020.12.009] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 12/07/2020] [Accepted: 12/09/2020] [Indexed: 12/17/2022]
Abstract
The fundamental understanding of how Cancer initiates, persists and then progresses is evolving. High-resolution technologies, including single-cell mutation and gene expression measurements, are now attainable, providing an ever-increasing insight into the molecular details. However, this higher resolution has shown that somatic mutation theory itself cannot explain the extraordinary resistance of cancer to extinction. There is a need for a more Systems-based framework of understanding cancer complexity, which in particular explains the regulation of gene expression during cell-fate decisions. Cancer displays a series of paradoxes. Here we attempt to approach them from the view-point of adaptive exploration of gene regulatory networks at the edge of order and chaos, where cell-fate is changed by oscillations between alternative regulators of cellular senescence and reprogramming operating through self-organisation. On this background, the role of polyploidy in accessing the phylogenetically pre-programmed "oncofetal attractor" state, related to unicellularity, and the de-selection of unsuitable variants at the brink of cell survival is highlighted. The concepts of the embryological and atavistic theory of cancer, cancer cell "life-cycle", and cancer aneuploidy paradox are dissected under this lense. Finally, we challenge researchers to consider that cancer "defects" are mostly the adaptation tools of survival programs that have arisen during evolution and are intrinsic of cancer. Recognition of these features should help in the development of more successful anti-cancer treatments.
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Affiliation(s)
| | - Kristine Salmina
- Latvian Biomedical Research and Study Centre, Riga, LV-1067, Latvia
| | | | - Mark S Cragg
- Centre for Cancer Immunology, Faculty of Medicine, University of Southampton, Southampton, SO16 6YD, UK
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23
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Mukherjee S, Adhikary S, Gadad SS, Mondal P, Sen S, Choudhari R, Singh V, Adhikari S, Mandal P, Chaudhuri S, Sengupta A, Lakshmanaswamy R, Chakrabarti P, Roy S, Das C. Suppression of poised oncogenes by ZMYND8 promotes chemo-sensitization. Cell Death Dis 2020; 11:1073. [PMID: 33323928 PMCID: PMC7738522 DOI: 10.1038/s41419-020-03129-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 09/17/2020] [Accepted: 09/18/2020] [Indexed: 02/06/2023]
Abstract
The major challenge in chemotherapy lies in the gain of therapeutic resistance properties of cancer cells. The relatively small fraction of chemo-resistant cancer cells outgrows and are responsible for tumor relapse, with acquired invasiveness and stemness. We demonstrate that zinc-finger MYND type-8 (ZMYND8), a putative chromatin reader, suppresses stemness, drug resistance, and tumor-promoting genes, which are hallmarks of cancer. Reinstating ZMYND8 suppresses chemotherapeutic drug doxorubicin-induced tumorigenic potential (at a sublethal dose) and drug resistance, thereby resetting the transcriptional program of cells to the epithelial state. The ability of ZMYND8 to chemo-sensitize doxorubicin-treated metastatic breast cancer cells by downregulating tumor-associated genes was further confirmed by transcriptome analysis. Interestingly, we observed that ZMYND8 overexpression in doxorubicin-treated cells stimulated those involved in a good prognosis in breast cancer. Consistently, sensitizing the cancer cells with ZMYND8 followed by doxorubicin treatment led to tumor regression in vivo and revert back the phenotypes associated with drug resistance and stemness. Intriguingly, ZMYND8 modulates the bivalent or poised oncogenes through its association with KDM5C and EZH2, thereby chemo-sensitizing the cells to chemotherapy for better disease-free survival. Collectively, our findings indicate that poised chromatin is instrumental for the acquisition of chemo-resistance by cancer cells and propose ZMYND8 as a suitable epigenetic tool that can re-sensitize the chemo-refractory breast carcinoma.
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MESH Headings
- Animals
- Antineoplastic Agents/pharmacology
- Breast Neoplasms/drug therapy
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Carcinogenesis/drug effects
- Carcinogenesis/genetics
- Carcinogenesis/pathology
- Cell Line, Tumor
- Cell Movement/drug effects
- Cell Movement/genetics
- Down-Regulation/drug effects
- Down-Regulation/genetics
- Doxorubicin/pharmacology
- Doxorubicin/therapeutic use
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Enhancer of Zeste Homolog 2 Protein/metabolism
- Epigenesis, Genetic/drug effects
- Epithelial-Mesenchymal Transition/drug effects
- Epithelial-Mesenchymal Transition/genetics
- Female
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic/drug effects
- Genome, Human
- Histone Demethylases/metabolism
- Humans
- Mice, Inbred BALB C
- Mice, Nude
- Neoplastic Stem Cells/metabolism
- Neoplastic Stem Cells/pathology
- Oncogenes
- Phenotype
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Treatment Outcome
- Triple Negative Breast Neoplasms/drug therapy
- Triple Negative Breast Neoplasms/genetics
- Triple Negative Breast Neoplasms/pathology
- Tumor Suppressor Proteins/metabolism
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Affiliation(s)
- Shravanti Mukherjee
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
| | - Santanu Adhikary
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
- Structural Biology and Bioinformatics Division, CSIR-Indian Institute of Chemical Biology, 4 Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Shrikanth S Gadad
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, 79905, USA
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center El Paso, El Paso, TX, 79905, USA
- Cecil H. and Ida Green Center for Reproductive Biology Sciences, Department of Obstetrics and Gynaecology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Payel Mondal
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
- Homi Bhaba National Institute, Mumbai, India
| | - Sabyasachi Sen
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
| | - Ramesh Choudhari
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, 79905, USA
- Shri B. M. Patil Medical College, Hospital and Research Centre, BLDE (Deemed to be University), Vijayapura, Karnataka, 586103, India
| | - Vipin Singh
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
- Homi Bhaba National Institute, Mumbai, India
| | - Swagata Adhikari
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
- Homi Bhaba National Institute, Mumbai, India
| | - Pratiti Mandal
- Cell Biology and Physiology Division, CSIR-Indian Institute of Chemical Biology, 4 Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Soumi Chaudhuri
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
| | - Amrita Sengupta
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India
| | - Rajkumar Lakshmanaswamy
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, 79905, USA
- Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center El Paso, El Paso, TX, 79905, USA
| | - Partha Chakrabarti
- Cell Biology and Physiology Division, CSIR-Indian Institute of Chemical Biology, 4 Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Siddhartha Roy
- Structural Biology and Bioinformatics Division, CSIR-Indian Institute of Chemical Biology, 4 Raja S.C. Mullick Road, Kolkata, 700032, India
| | - Chandrima Das
- Biophysics and Structural Genomics Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Kolkata, 700064, India.
- Homi Bhaba National Institute, Mumbai, India.
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24
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Anatskaya OV, Vinogradov AE, Vainshelbaum NM, Giuliani A, Erenpreisa J. Phylostratic Shift of Whole-Genome Duplications in Normal Mammalian Tissues towards Unicellularity Is Driven by Developmental Bivalent Genes and Reveals a Link to Cancer. Int J Mol Sci 2020; 21:ijms21228759. [PMID: 33228223 PMCID: PMC7699474 DOI: 10.3390/ijms21228759] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/15/2020] [Accepted: 11/17/2020] [Indexed: 12/17/2022] Open
Abstract
Tumours were recently revealed to undergo a phylostratic and phenotypic shift to unicellularity. As well, aggressive tumours are characterized by an increased proportion of polyploid cells. In order to investigate a possible shared causation of these two features, we performed a comparative phylostratigraphic analysis of ploidy-related genes, obtained from transcriptomic data for polyploid and diploid human and mouse tissues using pairwise cross-species transcriptome comparison and principal component analysis. Our results indicate that polyploidy shifts the evolutionary age balance of the expressed genes from the late metazoan phylostrata towards the upregulation of unicellular and early metazoan phylostrata. The up-regulation of unicellular metabolic and drug-resistance pathways and the downregulation of pathways related to circadian clock were identified. This evolutionary shift was associated with the enrichment of ploidy with bivalent genes (p < 10−16). The protein interactome of activated bivalent genes revealed the increase of the connectivity of unicellulars and (early) multicellulars, while circadian regulators were depressed. The mutual polyploidy-c-MYC-bivalent genes-associated protein network was organized by gene-hubs engaged in both embryonic development and metastatic cancer including driver (proto)-oncogenes of viral origin. Our data suggest that, in cancer, the atavistic shift goes hand-in-hand with polyploidy and is driven by epigenetic mechanisms impinging on development-related bivalent genes.
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Affiliation(s)
- Olga V. Anatskaya
- Department of Bioinformatics and Functional Genomics, Institute of Cytology, Russian Academy of sciences, 194064 St. Petersburg, Russia
- Correspondence: (O.V.A.); (A.E.V.); (J.E.)
| | - Alexander E. Vinogradov
- Department of Bioinformatics and Functional Genomics, Institute of Cytology, Russian Academy of sciences, 194064 St. Petersburg, Russia
- Correspondence: (O.V.A.); (A.E.V.); (J.E.)
| | - Ninel M. Vainshelbaum
- Department of Oncology, Latvian Biomedical Research and Study Centre, Cancer Research Division, LV-1067 Riga, Latvia;
- Faculty of Biology, University of Latvia, LV-1586 Riga, Latvia
| | | | - Jekaterina Erenpreisa
- Department of Oncology, Latvian Biomedical Research and Study Centre, Cancer Research Division, LV-1067 Riga, Latvia;
- Correspondence: (O.V.A.); (A.E.V.); (J.E.)
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25
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Jeon AJ, Tucker-Kellogg G. Bivalent genes that undergo transcriptional switching identify networks of key regulators of embryonic stem cell differentiation. BMC Genomics 2020; 21:614. [PMID: 33208095 PMCID: PMC7677846 DOI: 10.1186/s12864-020-07009-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Background Bivalent promoters marked with both H3K27me3 and H3K4me3 histone modifications are characteristic of poised promoters in embryonic stem (ES) cells. The model of poised promoters postulates that bivalent chromatin in ES cells is resolved to monovalency upon differntiation. With the availability of single-cell RNA sequencing (scRNA-seq) data, subsequent switches in transcriptional state at bivalent promoters can be studied more closely. Results We develop an approach for capturing genes undergoing transcriptional switching by detecting ‘bimodal’ gene expression patterns from scRNA-seq data. We integrate the identification of bimodal genes in ES cell differentiation with analysis of chromatin state, and identify clear cell-state dependent patterns of bimodal, bivalent genes. We show that binarization of bimodal genes can be used to identify differentially expressed genes from fractional ON/OFF proportions. In time series data from differentiating cells, we build a pseudotime approximation and use a hidden Markov model to infer gene activity switching pseudotimes, which we use to infer a regulatory network. We identify pathways of switching during differentiation, novel details of those pathway, and transcription factor coordination with downstream targets. Conclusions Genes with expression levels too low to be informative in conventional scRNA analysis can be used to infer transcriptional switching networks that connect transcriptional activity to chromatin state. Since chromatin bivalency is a hallmark of gene promoters poised for activity, this approach provides an alternative that complements conventional scRNA-seq analysis while focusing on genes near the ON/OFF boundary of activity. This offers a novel and productive means of inferring regulatory networks from scRNA-seq data.
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Affiliation(s)
- Ah-Jung Jeon
- Department of Biological Sciences, Faculty of Science, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore
| | - Greg Tucker-Kellogg
- Department of Biological Sciences, Faculty of Science, National University of Singapore, 16 Science Drive 4, Singapore, 117558, Singapore. .,Computational Biology Programme, Faculty of Science, National University of Singapore, 21 Lower Kent Ridge Road, Singapore, 11907, Singapore.
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26
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Lutsik P, Baude A, Mancarella D, Öz S, Kühn A, Toth R, Hey J, Toprak UH, Lim J, Nguyen VH, Jiang C, Mayakonda A, Hartmann M, Rosemann F, Breuer K, Vonficht D, Grünschläger F, Lee S, Schuhmacher MK, Kusevic D, Jauch A, Weichenhan D, Zustin J, Schlesner M, Haas S, Park JH, Park YJ, Oppermann U, Jeltsch A, Haller F, Fellenberg J, Lindroth AM, Plass C. Globally altered epigenetic landscape and delayed osteogenic differentiation in H3.3-G34W-mutant giant cell tumor of bone. Nat Commun 2020; 11:5414. [PMID: 33110075 PMCID: PMC7591516 DOI: 10.1038/s41467-020-18955-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 09/16/2020] [Indexed: 12/13/2022] Open
Abstract
The neoplastic stromal cells of giant cell tumor of bone (GCTB) carry a mutation in H3F3A, leading to a mutant histone variant, H3.3-G34W, as a sole recurrent genetic alteration. We show that in patient-derived stromal cells H3.3-G34W is incorporated into the chromatin and associates with massive epigenetic alterations on the DNA methylation, chromatin accessibility and histone modification level, that can be partially recapitulated in an orthogonal cell line system by the introduction of H3.3-G34W. These epigenetic alterations affect mainly heterochromatic and bivalent regions and provide possible explanations for the genomic instability, as well as the osteolytic phenotype of GCTB. The mutation occurs in differentiating mesenchymal stem cells and associates with an impaired osteogenic differentiation. We propose that the observed epigenetic alterations reflect distinct differentiation stages of H3.3 WT and H3.3 MUT stromal cells and add to H3.3-G34W-associated changes. The histone variant mutation H3.3-G34W occurs in the majority of giant cell tumor of bone (GCTB). By profiling patient-derived GCTB tumor cells, the authors show that this mutation associates with epigenetic alterations in heterochromatic and bivalent regions that contribute to an impaired osteogenic differentiation and the osteolytic phenotype of GCTB.
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Affiliation(s)
- Pavlo Lutsik
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Annika Baude
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Daniela Mancarella
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Faculty of Biosciences, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Simin Öz
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Alexander Kühn
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Faculty of Biosciences, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Reka Toth
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Joschka Hey
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Faculty of Biosciences, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Umut H Toprak
- Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Division of Neuroblastoma Genomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Jinyeong Lim
- Graduate School of Cancer Science and Policy, Cancer Biomedical Science, National Cancer Center, Goyang-si, Gyeonggi-do, 10408, Republic of Korea, Republic of Korea
| | - Viet Ha Nguyen
- Graduate School of Cancer Science and Policy, Cancer Biomedical Science, National Cancer Center, Goyang-si, Gyeonggi-do, 10408, Republic of Korea, Republic of Korea
| | - Chao Jiang
- Botnar Research Centre, Oxford NIHR BRC, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, OX3 7LD, UK
| | - Anand Mayakonda
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Faculty of Biosciences, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany
| | - Mark Hartmann
- Section Translational Cancer Epigenomics, Division of Translational Medical Oncology, National Center for Tumor Diseases (NCT) & German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, 69120, Heidelberg, Germany
| | - Felix Rosemann
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Kersten Breuer
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Dominik Vonficht
- Faculty of Biosciences, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Heidelberg Institute for Stem Cell Technology and Experimental Medicine-HI-STEM gGmbH, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Florian Grünschläger
- Faculty of Biosciences, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 234, 69120, Heidelberg, Germany.,Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Heidelberg Institute for Stem Cell Technology and Experimental Medicine-HI-STEM gGmbH, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Suman Lee
- Graduate School of Cancer Science and Policy, Cancer Biomedical Science, National Cancer Center, Goyang-si, Gyeonggi-do, 10408, Republic of Korea, Republic of Korea
| | - Maren Kirstin Schuhmacher
- Department of Biochemistry, Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany
| | - Denis Kusevic
- Department of Biochemistry, Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany
| | - Anna Jauch
- Institute of Human Genetics, Ruprecht Karl University of Heidelberg, Im Neuenheimer Feld 366, 69120, Heidelberg, Germany
| | - Dieter Weichenhan
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Jozef Zustin
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20251, Hamburg, Germany
| | - Matthias Schlesner
- Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Simon Haas
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Heidelberg Institute for Stem Cell Technology and Experimental Medicine-HI-STEM gGmbH, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Joo Hyun Park
- Department of Nutritional Science and Food Management, Ewha Womans University, 52 Ewhayeodae-gil, Daehyeon-dong, Seodaemun-gu, Seoul, 03760, Republic of Korea
| | - Yoon Jung Park
- Department of Nutritional Science and Food Management, Ewha Womans University, 52 Ewhayeodae-gil, Daehyeon-dong, Seodaemun-gu, Seoul, 03760, Republic of Korea
| | - Udo Oppermann
- Botnar Research Centre, Oxford NIHR BRC, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, OX3 7LD, UK.,FRIAS-Freiburg Institute of Advanced Studies, Albert Ludwig University of Freiburg, Alberstrasse 19, 79104, Freiburg, Germany
| | - Albert Jeltsch
- Department of Biochemistry, Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany
| | - Florian Haller
- Institute of Pathology, University Hospital Erlangen, Friedrich Alexander University Erlangen-Nürnberg, Krankenstrasse 8, 91054, Erlangen, Germany
| | - Jörg Fellenberg
- Department of Experimental Orthopaedics, Orthopaedic University Hospital Heidelberg, Ruprecht Karl University of Heidelberg, Schlierbacher Landstrasse 200a, 69118, Heidelberg, Germany
| | - Anders M Lindroth
- Graduate School of Cancer Science and Policy, Cancer Biomedical Science, National Cancer Center, Goyang-si, Gyeonggi-do, 10408, Republic of Korea, Republic of Korea.
| | - Christoph Plass
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. .,German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany.
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27
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Gonçalves CS, Le Boiteux E, Arnaud P, Costa BM. HOX gene cluster (de)regulation in brain: from neurodevelopment to malignant glial tumours. Cell Mol Life Sci 2020; 77:3797-3821. [PMID: 32239260 PMCID: PMC11105007 DOI: 10.1007/s00018-020-03508-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 03/10/2020] [Accepted: 03/17/2020] [Indexed: 12/19/2022]
Abstract
HOX genes encode a family of evolutionarily conserved homeodomain transcription factors that are crucial both during development and adult life. In humans, 39 HOX genes are arranged in four clusters (HOXA, B, C, and D) in chromosomes 7, 17, 12, and 2, respectively. During embryonic development, particular epigenetic states accompany their expression along the anterior-posterior body axis. This tightly regulated temporal-spatial expression pattern reflects their relative chromosomal localization, and is critical for normal embryonic brain development when HOX genes are mainly expressed in the hindbrain and mostly absent in the forebrain region. Epigenetic marks, mostly polycomb-associated, are dynamically regulated at HOX loci and regulatory regions to ensure the finely tuned HOX activation and repression, highlighting a crucial epigenetic plasticity necessary for homeostatic development. HOX genes are essentially absent in healthy adult brain, whereas they are detected in malignant brain tumours, namely gliomas, where HOX genes display critical roles by regulating several hallmarks of cancer. Here, we review the major mechanisms involved in HOX genes (de)regulation in the brain, from embryonic to adult stages, in physiological and oncologic conditions. We focus particularly on the emerging causes of HOX gene deregulation in glioma, as well as on their functional and clinical implications.
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Affiliation(s)
- Céline S Gonçalves
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Elisa Le Boiteux
- Université Clermont Auvergne, CNRS, INSERM-iGReD, Clermont-Ferrand, France
| | - Philippe Arnaud
- Université Clermont Auvergne, CNRS, INSERM-iGReD, Clermont-Ferrand, France
| | - Bruno M Costa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal.
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimarães, Portugal.
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28
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Schrott R, Rajavel M, Acharya K, Huang Z, Acharya C, Hawkey A, Pippen E, Lyerly HK, Levin ED, Murphy SK. Sperm DNA methylation altered by THC and nicotine: Vulnerability of neurodevelopmental genes with bivalent chromatin. Sci Rep 2020; 10:16022. [PMID: 32994467 PMCID: PMC7525661 DOI: 10.1038/s41598-020-72783-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 09/03/2020] [Indexed: 01/23/2023] Open
Abstract
Men consume the most nicotine and cannabis products but impacts on sperm epigenetics are poorly characterized. Evidence suggests that preconception exposure to these drugs alters offspring neurodevelopment. Epigenetics may in part facilitate heritability. We therefore compared effects of exposure to tetrahydrocannabinol (THC) and nicotine on DNA methylation in rat sperm at genes involved in neurodevelopment. Reduced representation bisulfite sequencing data from sperm of rats exposed to THC via oral gavage showed that seven neurodevelopmentally active genes were significantly differentially methylated versus controls. Pyrosequencing data revealed majority overlap in differential methylation in sperm from rats exposed to THC via injection as well as those exposed to nicotine. Neurodevelopmental genes including autism candidates are vulnerable to environmental exposures and common features may mediate this vulnerability. We discovered that autism candidate genes are significantly enriched for bivalent chromatin structure, suggesting this configuration may increase vulnerability of genes in sperm to disrupted methylation.
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Affiliation(s)
- Rose Schrott
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Chesterfield Building, 701 W. Main Street, Suite 510, Durham, NC, 27701, USA.,Integrated Toxicology and Environmental Health Program, Nicholas School of the Environment, Duke University, Durham, NC, USA
| | - Maya Rajavel
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Chesterfield Building, 701 W. Main Street, Suite 510, Durham, NC, 27701, USA
| | - Kelly Acharya
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Zhiqing Huang
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Chesterfield Building, 701 W. Main Street, Suite 510, Durham, NC, 27701, USA
| | - Chaitanya Acharya
- Division of Surgical Sciences, Department of Surgery, Center for Applied Therapeutics, Duke University Medical Center, Durham, NC, USA
| | - Andrew Hawkey
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Erica Pippen
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - H Kim Lyerly
- Division of Surgical Sciences, Department of Surgery, Center for Applied Therapeutics, Duke University Medical Center, Durham, NC, USA
| | - Edward D Levin
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Susan K Murphy
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, Duke University Medical Center, Chesterfield Building, 701 W. Main Street, Suite 510, Durham, NC, 27701, USA. .,Integrated Toxicology and Environmental Health Program, Nicholas School of the Environment, Duke University, Durham, NC, USA. .,Department of Pathology, Duke University Medical Center, Durham, NC, USA.
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29
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Machnik M, Oleksiewicz U. Dynamic Signatures of the Epigenome: Friend or Foe? Cells 2020; 9:cells9030653. [PMID: 32156057 PMCID: PMC7140607 DOI: 10.3390/cells9030653] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/24/2020] [Accepted: 03/04/2020] [Indexed: 12/12/2022] Open
Abstract
Highly dynamic epigenetic signaling is influenced mainly by (micro)environmental stimuli and genetic factors. The exact mechanisms affecting particular epigenomic patterns differ dependently on the context. In the current review, we focus on the causes and effects of the dynamic signatures of the human epigenome as evaluated with the high-throughput profiling data and single-gene approaches. We will discuss three different aspects of phenotypic outcomes occurring as a consequence of epigenetics interplaying with genotype and environment. The first issue is related to the cases of environmental impacts on epigenetic profile, and its adverse and advantageous effects related to human health and evolutionary adaptation. The next topic will present a model of the interwoven co-evolution of genetic and epigenetic patterns exemplified with transposable elements (TEs) and their epigenetic repressors Krüppel-associated box zinc finger proteins (KRAB–ZNFs). The third aspect concentrates on the mitosis-based microevolution that takes place during carcinogenesis, leading to clonal diversity and expansion of tumor cells. The whole picture of epigenome plasticity and its role in distinct biological processes is still incomplete. However, accumulating data define epigenomic dynamics as an essential co-factor driving adaptation at the cellular and inter-species levels with a benefit or disadvantage to the host.
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Affiliation(s)
- Marta Machnik
- Department of Cancer Immunology, Poznan University of Medical Sciences, 60-806 Poznan, Poland;
- Department of Cancer Diagnostics and Immunology, Greater Poland Cancer Centre, 61-866 Poznan, Poland
| | - Urszula Oleksiewicz
- Department of Cancer Immunology, Poznan University of Medical Sciences, 60-806 Poznan, Poland;
- Department of Cancer Diagnostics and Immunology, Greater Poland Cancer Centre, 61-866 Poznan, Poland
- Correspondence:
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30
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Scalea S, Maresca C, Catalanotto C, Marino R, Cogoni C, Reale A, Zampieri M, Zardo G. Modifications of H3K4 methylation levels are associated with DNA hypermethylation in acute myeloid leukemia. FEBS J 2019; 287:1155-1175. [PMID: 31599112 DOI: 10.1111/febs.15086] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 08/02/2019] [Accepted: 10/06/2019] [Indexed: 01/07/2023]
Abstract
The 'instructive model' of aberrant DNA methylation in human tumors is based on the observation that CpG islands prone to hypermethylation in cancers are embedded in chromatin enriched in H3K27me3 in human embryonic stem cells (hESC). Recent studies also link methylation of CpG islands to the methylation status of H3K4, where H3K4me3 is inversely correlated with DNA methylation. To provide insight into these conflicting findings, we generated DNA methylation profiles for acute myeloid leukemia samples from patients and leukemic cell lines and integrated them with publicly available ChIp-seq data, containing H3K4me3 and H3K27me3 CpG island occupation in hESC, or hematopoietic stem or progenitor cells (hHSC/MPP). Hypermethylated CpG islands in AML samples displayed H3K27me3 enrichments in hESC and hHSC/MPP; however, ChIp analysis of specific hypermethylated CpG islands revealed a significant reduction in H3K4me3 signal with a concomitant increase in H3K4me0 levels as opposed to a nonsignificant increase in H3K27me3 marks. The integration of AML DNA methylation profiles with the ChIp-seq data in hESC and hHSC/MPP also led to the identification of Iroquois homeobox 2 (IRX2) as a previously unknown factor promoting differentiation of leukemic cells. Our results indicate that in contrast to the 'instructive model', H3K4me3 levels are strongly associated with DNA methylation patterns in AML and have a role in the regulation of critical genes, such as the putative tumor suppressor IRX2.
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Affiliation(s)
- Stefania Scalea
- Department of Experimental Medicine, University of Rome, Sapienza, Italy
| | - Carmen Maresca
- Oncogenomic and Epigenetic Unit, Regina Elena National Cancer Institute, Rome, Italy
| | | | - Rachele Marino
- Department of Molecular Medicine, University of Rome, Sapienza, Italy
| | - Carlo Cogoni
- Department of Molecular Medicine, University of Rome, Sapienza, Italy
| | - Anna Reale
- Department of Experimental Medicine, University of Rome, Sapienza, Italy
| | - Michele Zampieri
- Department of Experimental Medicine, University of Rome, Sapienza, Italy
| | - Giuseppe Zardo
- Department of Experimental Medicine, University of Rome, Sapienza, Italy
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31
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Court F, Le Boiteux E, Fogli A, Müller-Barthélémy M, Vaurs-Barrière C, Chautard E, Pereira B, Biau J, Kemeny JL, Khalil T, Karayan-Tapon L, Verrelle P, Arnaud P. Transcriptional alterations in glioma result primarily from DNA methylation-independent mechanisms. Genome Res 2019; 29:1605-1621. [PMID: 31533980 PMCID: PMC6771409 DOI: 10.1101/gr.249219.119] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 08/27/2019] [Indexed: 02/06/2023]
Abstract
In cancer cells, aberrant DNA methylation is commonly associated with transcriptional alterations, including silencing of tumor suppressor genes. However, multiple epigenetic mechanisms, including polycomb repressive marks, contribute to gene deregulation in cancer. To dissect the relative contribution of DNA methylation–dependent and –independent mechanisms to transcriptional alterations at CpG island/promoter-associated genes in cancer, we studied 70 samples of adult glioma, a widespread type of brain tumor, classified according to their isocitrate dehydrogenase (IDH1) mutation status. We found that most transcriptional alterations in tumor samples were DNA methylation–independent. Instead, altered histone H3 trimethylation at lysine 27 (H3K27me3) was the predominant molecular defect at deregulated genes. Our results also suggest that the presence of a bivalent chromatin signature at CpG island promoters in stem cells predisposes not only to hypermethylation, as widely documented, but more generally to all types of transcriptional alterations in transformed cells. In addition, the gene expression strength in healthy brain cells influences the choice between DNA methylation- and H3K27me3-associated silencing in glioma. Highly expressed genes were more likely to be repressed by H3K27me3 than by DNA methylation. Our findings support a model in which altered H3K27me3 dynamics, more specifically defects in the interplay between polycomb protein complexes and the brain-specific transcriptional machinery, is the main cause of transcriptional alteration in glioma cells. Our study provides the first comprehensive description of epigenetic changes in glioma and their relative contribution to transcriptional changes. It may be useful for the design of drugs targeting cancer-related epigenetic defects.
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Affiliation(s)
- Franck Court
- Laboratoire Génétique Reproduction et Développement (GReD), Université Clermont Auvergne, CNRS, INSERM, BP 38, Clermont-Ferrand 63001, France
| | - Elisa Le Boiteux
- Laboratoire Génétique Reproduction et Développement (GReD), Université Clermont Auvergne, CNRS, INSERM, BP 38, Clermont-Ferrand 63001, France
| | - Anne Fogli
- Laboratoire Génétique Reproduction et Développement (GReD), Université Clermont Auvergne, CNRS, INSERM, BP 38, Clermont-Ferrand 63001, France.,Biochemistry and Molecular Biology Department, Clermont-Ferrand Hospital, Clermont-Ferrand 63003, France
| | - Mélanie Müller-Barthélémy
- Laboratoire Génétique Reproduction et Développement (GReD), Université Clermont Auvergne, CNRS, INSERM, BP 38, Clermont-Ferrand 63001, France.,Pathology Department, Jean Perrin Center, Clermont-Ferrand 63011, France
| | - Catherine Vaurs-Barrière
- Laboratoire Génétique Reproduction et Développement (GReD), Université Clermont Auvergne, CNRS, INSERM, BP 38, Clermont-Ferrand 63001, France
| | - Emmanuel Chautard
- Pathology Department, Jean Perrin Center, Clermont-Ferrand 63011, France.,Université Clermont Auvergne, INSERM, U1240 IMoST, Clermont-Ferrand 63011, France
| | - Bruno Pereira
- Biostatistics Department, Délégation à la Recherche Clinique et à l'Innovation, Clermont-Ferrand Hospital, Clermont-Ferrand 63003, France
| | - Julian Biau
- Université Clermont Auvergne, INSERM, U1240 IMoST, Clermont-Ferrand 63011, France.,Radiotherapy Department, Jean Perrin Center, Clermont-Ferrand 63011, France
| | - Jean-Louis Kemeny
- Pathology Department, Université Clermont Auvergne and Clermont-Ferrand Hospital, Clermont-Ferrand 63003, France
| | - Toufic Khalil
- Department of Neurosurgery, Clermont-Ferrand Hospital, Clermont-Ferrand 63003, France
| | - Lucie Karayan-Tapon
- INSERM, U1084, Poitiers 86021, France.,Poitiers University, Poitiers 86000, France.,Department of Cancer Biology, Poitiers Hospital, Poitiers 86021, France
| | - Pierre Verrelle
- INSERM, U1196 CNRS UMR9187, Curie Institute, Orsay 91405, France.,Radiotherapy Department Curie Institute, Paris 75005, France.,Université Clermont Auvergne, Clermont-Ferrand 63000, France
| | - Philippe Arnaud
- Laboratoire Génétique Reproduction et Développement (GReD), Université Clermont Auvergne, CNRS, INSERM, BP 38, Clermont-Ferrand 63001, France
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32
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Abstract
Increasing numbers of studies implicate abnormal DNA methylation in cancer and many non-malignant diseases. This is consistent with numerous findings about differentiation-associated changes in DNA methylation at promoters, enhancers, gene bodies, and sites that control higher-order chromatin structure. Abnormal increases or decreases in DNA methylation contribute to or are markers for cancer formation and tumour progression. Aberrant DNA methylation is also associated with neurological diseases, immunological diseases, atherosclerosis, and osteoporosis. In this review, I discuss DNA hypermethylation in disease and its interrelationships with normal development as well as proposed mechanisms for the origin of and pathogenic consequences of disease-associated hypermethylation. Disease-linked DNA hypermethylation can help drive oncogenesis partly by its effects on cancer stem cells and by the CpG island methylator phenotype (CIMP); atherosclerosis by disease-related cell transdifferentiation; autoimmune and neurological diseases through abnormal perturbations of cell memory; and diverse age-associated diseases by age-related accumulation of epigenetic alterations.
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Affiliation(s)
- Melanie Ehrlich
- Tulane Cancer Center and Tulane Center for Bioinformatics and Genomics, Tulane University Health Sciences Center , New Orleans , LA , USA
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33
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Sivaprakasam B, Sadagopan P. Development of an Interactive Web Application "Shiny App for Frequency Analysis on Homo sapiens Genome (SAFA-HsG)". Interdiscip Sci 2019; 11:723-729. [PMID: 31264054 DOI: 10.1007/s12539-019-00340-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 06/08/2019] [Accepted: 06/19/2019] [Indexed: 10/26/2022]
Abstract
The web application "Shiny App for Frequency Analysis on Homo sapiens Genome (SAFA-HsG)" was developed using R programming-based bioconductor packages and shiny framework. Through the app, preliminary descriptive data analysis on nucleotide frequency, and CpG island, CpG non-island, and CpG island shores and shelves (downstream and upstream) of human reference genome can be carried out, which will help biologists to work on human epigenomics. Table view of these analyses of all chromosomes can be visualized and downloaded by the end users. Similarly, the respective comparative plots can be used for CpG sites comparison. In addition, to introduce the personal genome project, the present study has done a preliminary work on few raw data and are included in the app, which will create interest on personal genome information. The app is hosted on https://SAFA-HsG.shinyapps.io/home/. It is a multi-platform application and can be initiated locally from any computer that has or has not installed R. It is a user-friendly interface, which will allow a biologist, even who has little computer knowledge to access and analyze further.
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Affiliation(s)
- Balamurugan Sivaprakasam
- Department of Computer Science, Vels Institute of Science, Technology and Advanced Studies (VISTAS), Pallavaram, Chennai, 600 117, Tamil Nadu, India.
| | - Prasanna Sadagopan
- Department of Computer Science, Vels Institute of Science, Technology and Advanced Studies (VISTAS), Pallavaram, Chennai, 600 117, Tamil Nadu, India
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34
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Zhang Y, Charlton J, Karnik R, Beerman I, Smith ZD, Gu H, Boyle P, Mi X, Clement K, Pop R, Gnirke A, Rossi DJ, Meissner A. Targets and genomic constraints of ectopic Dnmt3b expression. eLife 2018; 7:e40757. [PMID: 30468428 PMCID: PMC6251628 DOI: 10.7554/elife.40757] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 11/09/2018] [Indexed: 12/19/2022] Open
Abstract
DNA methylation plays an essential role in mammalian genomes and expression of the responsible enzymes is tightly controlled. Deregulation of the de novo DNA methyltransferase DNMT3B is frequently observed across cancer types, yet little is known about its ectopic genomic targets. Here, we used an inducible transgenic mouse model to delineate rules for abnormal DNMT3B targeting, as well as the constraints of its activity across different cell types. Our results explain the preferential susceptibility of certain CpG islands to aberrant methylation and point to transcriptional state and the associated chromatin landscape as the strongest predictors. Although DNA methylation and H3K27me3 are usually non-overlapping at CpG islands, H3K27me3 can transiently co-occur with DNMT3B-induced DNA methylation. Our genome-wide data combined with ultra-deep locus-specific bisulfite sequencing suggest a distributive activity of ectopically expressed Dnmt3b that leads to discordant CpG island hypermethylation and provides new insights for interpreting the cancer methylome.
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Affiliation(s)
- Yingying Zhang
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
| | - Jocelyn Charlton
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
- Department of Genome RegulationMax Planck Institute for Molecular GeneticsBerlinGermany
| | - Rahul Karnik
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
| | - Isabel Beerman
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
- Department of PediatricsHarvard Medical SchoolMassachusettsUnited States
- Program in Cellular and Molecular Medicine, Division of Hematology/OncologyBoston Children's HospitalMassachusettsUnited States
| | - Zachary D Smith
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
| | - Hongcang Gu
- Broad Institute of MIT and HarvardMassachusettsUnited States
| | - Patrick Boyle
- Broad Institute of MIT and HarvardMassachusettsUnited States
| | - Xiaoli Mi
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
| | - Kendell Clement
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
| | - Ramona Pop
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
| | - Andreas Gnirke
- Broad Institute of MIT and HarvardMassachusettsUnited States
| | - Derrick J Rossi
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
- Department of PediatricsHarvard Medical SchoolMassachusettsUnited States
- Program in Cellular and Molecular Medicine, Division of Hematology/OncologyBoston Children's HospitalMassachusettsUnited States
| | - Alexander Meissner
- Department of Stem Cell and Regenerative BiologyHarvard UniversityMassachusettsUnited States
- Department of Genome RegulationMax Planck Institute for Molecular GeneticsBerlinGermany
- Broad Institute of MIT and HarvardMassachusettsUnited States
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35
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Maupetit-Mehouas S, Court F, Bourgne C, Guerci-Bresler A, Cony-Makhoul P, Johnson H, Etienne G, Rousselot P, Guyotat D, Janel A, Hermet E, Saugues S, Berger J, Arnaud P, Berger MG. DNA methylation profiling reveals a pathological signature that contributes to transcriptional defects of CD34 + CD15 - cells in early chronic-phase chronic myeloid leukemia. Mol Oncol 2018; 12:814-829. [PMID: 29575763 PMCID: PMC5983208 DOI: 10.1002/1878-0261.12191] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 02/07/2018] [Accepted: 03/07/2018] [Indexed: 12/15/2022] Open
Abstract
Despite the high efficiency of tyrosine kinase inhibitors (TKI), some patients with chronic myeloid leukemia (CML) will display residual disease that can become resistant to treatment, indicating intraclonal heterogeneity in chronic‐phase CML (CP‐CML). To determine the basis of this heterogeneity, we conducted the first exhaustive characterization of the DNA methylation pattern of sorted CP‐CML CD34+CD15− (immature) and CD34−CD15+ (mature) cells at diagnosis (prior to any treatment) and compared it to that of CD34+CD15− and CD34−CD15+ cells isolated from healthy donors (HD). In both cell types, we identified several hundreds of differentially methylated regions (DMRs) showing DNA methylation changes between CP‐CML and HD samples, with only a subset of them in common between CD34+CD15− and CD34−CD15+ cells. This suggested DNA methylation variability within the same CML clone. We also identified 70 genes that could be aberrantly repressed upon hypermethylation and 171 genes that could be aberrantly expressed upon hypomethylation of some of these DMRs in CP‐CML cells, among which 18 and 81, respectively, were in CP‐CML CD34+CD15− cells only. We then validated the DNA methylation and expression defects of selected candidate genes. Specifically, we identified GAS2, a candidate oncogene, as a new example of gene the hypomethylation of which is associated with robust overexpression in CP‐CML cells. Altogether, we demonstrated that DNA methylation abnormalities exist at early stages of CML and can affect the transcriptional landscape of malignant cells. These observations could lead to the development of combination treatments with epigenetic drugs and TKI for CP‐CML.
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Affiliation(s)
- Stéphanie Maupetit-Mehouas
- GReD, Université Clermont Auvergne, CNRS, INSERM, Clermont-Ferrand, France.,Hématologie Biologique, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
| | - Franck Court
- GReD, Université Clermont Auvergne, CNRS, INSERM, Clermont-Ferrand, France
| | - Céline Bourgne
- Hématologie Biologique, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,Equipe d'Accueil 7453 CHELTER, Université Clermont Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
| | - Agnès Guerci-Bresler
- Hématologie Clinique, CHRU Nancy, Hôpitaux de Brabois, Vandoeuvre-lès-Nancy, France
| | | | - Hyacinthe Johnson
- Institut d'Hématologie de Basse Normandie, CHU de Caen, Caen Cedex 9, France
| | - Gabriel Etienne
- Hématologie Clinique, Institut Bergonié, Bordeaux Cedex, France
| | - Philippe Rousselot
- Centre Hospitalier de Versailles, service d'Hématologie et d'Oncologie, Le Chesney, France
| | - Denis Guyotat
- Département d'Hématologie, Institut de Cancérologie Lucien Neuwirth, Saint-Priest-en-Jarez, France
| | - Alexandre Janel
- Hématologie Biologique, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,Equipe d'Accueil 7453 CHELTER, Université Clermont Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
| | - Eric Hermet
- Hématologie Clinique Adulte, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
| | - Sandrine Saugues
- Hématologie Biologique, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,CRB-Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
| | - Juliette Berger
- Hématologie Biologique, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,Equipe d'Accueil 7453 CHELTER, Université Clermont Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,CRB-Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
| | - Philippe Arnaud
- GReD, Université Clermont Auvergne, CNRS, INSERM, Clermont-Ferrand, France
| | - Marc G Berger
- Hématologie Biologique, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,Equipe d'Accueil 7453 CHELTER, Université Clermont Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France.,CRB-Auvergne, CHU Clermont-Ferrand, Hôpital Estaing, Clermont-Ferrand Cedex 1, France
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36
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Kang H, Jung YL, McElroy KA, Zee BM, Wallace HA, Woolnough JL, Park PJ, Kuroda MI. Bivalent complexes of PRC1 with orthologs of BRD4 and MOZ/MORF target developmental genes in Drosophila. Genes Dev 2017; 31:1988-2002. [PMID: 29070704 PMCID: PMC5710143 DOI: 10.1101/gad.305987.117] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 09/28/2017] [Indexed: 02/05/2023]
Abstract
Kang et al. confirm PRC1–Br140 and PRC1–Fs(1)h interactions and identify their genomic binding sites. PRC1–Br140 bind developmental genes in fly embryos, with analogous co-occupancy of PRC1 and BRD1 at bivalent loci in human ES cells. Regulatory decisions in Drosophila require Polycomb group (PcG) proteins to maintain the silent state and Trithorax group (TrxG) proteins to oppose silencing. Since PcG and TrxG are ubiquitous and lack apparent sequence specificity, a long-standing model is that targeting occurs via protein interactions; for instance, between repressors and PcG proteins. Instead, we found that Pc-repressive complex 1 (PRC1) purifies with coactivators Fs(1)h [female sterile (1) homeotic] and Enok/Br140 during embryogenesis. Fs(1)h is a TrxG member and the ortholog of BRD4, a bromodomain protein that binds to acetylated histones and is a key transcriptional coactivator in mammals. Enok and Br140, another bromodomain protein, are orthologous to subunits of a mammalian MOZ/MORF acetyltransferase complex. Here we confirm PRC1–Br140 and PRC1–Fs(1)h interactions and identify their genomic binding sites. PRC1–Br140 bind developmental genes in fly embryos, with analogous co-occupancy of PRC1 and a Br140 ortholog, BRD1, at bivalent loci in human embryonic stem (ES) cells. We propose that identification of PRC1–Br140 “bivalent complexes” in fly embryos supports and extends the bivalency model posited in mammalian cells, in which the coexistence of H3K4me3 and H3K27me3 at developmental promoters represents a poised transcriptional state. We further speculate that local competition between acetylation and deacetylation may play a critical role in the resolution of bivalent protein complexes during development.
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Affiliation(s)
- Hyuckjoon Kang
- Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Youngsook L Jung
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Kyle A McElroy
- Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA.,Department of Molecular and Cellular Biology, Harvard University, Cambridge, Massachusetts 02138, USA
| | - Barry M Zee
- Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Heather A Wallace
- Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Jessica L Woolnough
- Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Peter J Park
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Mitzi I Kuroda
- Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
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