1
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Zhang L, Zhang S, Wang R, Sun L. Genome-Wide Identification of Long Noncoding RNA and Their Potential Interactors in ISWI Mutants. Int J Mol Sci 2022; 23:ijms23116247. [PMID: 35682924 PMCID: PMC9181106 DOI: 10.3390/ijms23116247] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/28/2022] [Accepted: 05/31/2022] [Indexed: 11/17/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) have been identified as key regulators of gene expression and participate in many vital physiological processes. Chromatin remodeling, being an important epigenetic modification, has been identified in many biological activities as well. However, the regulatory mechanism of lncRNA in chromatin remodeling remains unclear. In order to characterize the genome-wide lncRNA expression and their potential interacting factors during this process in Drosophila, we investigated the expression pattern of lncRNAs and mRNAs based on the transcriptome analyses and found significant differences between lncRNAs and mRNAs. Then, we performed TSA-FISH experiments of candidate lncRNAs and their potential interactors that have different functions in Drosophila embryos to determine their expression pattern. In addition, we also analyzed the expression of transposable elements (TEs) and their interactors to explore their expression in ISWI mutants. Our results provide a new perspective for understanding the possible regulatory mechanism of lncRNAs and TEs as well as their targets in chromatin remodeling.
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2
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Scacchetti A, Becker PB. Loss of nucleosome remodelers CHRAC/ACF does not sensitize early Drosophila embryos to X-rays. MICROPUBLICATION BIOLOGY 2020; 2020:10.17912/micropub.biology.000287. [PMID: 32760884 PMCID: PMC7396160 DOI: 10.17912/micropub.biology.000287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Alessandro Scacchetti
- Molecular Biology Division, Biomedical Center, Ludwig-Maximilians-University, Munich, Germany
| | - Peter B. Becker
- Molecular Biology Division, Biomedical Center, Ludwig-Maximilians-University, Munich, Germany,
Correspondence to: Peter B. Becker ()
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3
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Zhang C, Chen Z, Yin Q, Fu X, Li Y, Stopka T, Skoultchi AI, Zhang Y. The chromatin remodeler Snf2h is essential for oocyte meiotic cell cycle progression. Genes Dev 2020; 34:166-178. [PMID: 31919188 PMCID: PMC7000916 DOI: 10.1101/gad.331157.119] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 12/16/2019] [Indexed: 12/13/2022]
Abstract
In this study, Zhang et al. set out to describe the molecular mechanisms underlying meiotic chromatin remodeling and meiotic resumption during oocyte development. Using a combination of in vivo and genomic approaches, the authors demonstrate that Snf2h, the catalytic subunit of ISWI family complexes, is critical in driving meiotic progression and acts by regulating the expression of genes important for maturation-promoting factor (MPF) activation. Oocytes are indispensable for mammalian life. Thus, it is important to understand how mature oocytes are generated. As a critical stage of oocytes development, meiosis has been extensively studied, yet how chromatin remodeling contributes to this process is largely unknown. Here, we demonstrate that the ATP-dependent chromatin remodeling factor Snf2h (also known as Smarca5) plays a critical role in regulating meiotic cell cycle progression. Females with oocyte-specific depletion of Snf2h are infertile and oocytes lacking Snf2h fail to undergo meiotic resumption. Mechanistically, depletion of Snf2h results in dysregulation of meiosis-related genes, which causes failure of maturation-promoting factor (MPF) activation. ATAC-seq analysis in oocytes revealed that Snf2h regulates transcription of key meiotic genes, such as Prkar2b, by increasing its promoter chromatin accessibility. Thus, our studies not only demonstrate the importance of Snf2h in oocyte meiotic resumption, but also reveal the mechanism underlying how a chromatin remodeling factor can regulate oocyte meiosis.
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Affiliation(s)
- Chunxia Zhang
- Howard Hughes Medical Institute, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Division of Hematology/Oncology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts 02115, USA
| | - Zhiyuan Chen
- Howard Hughes Medical Institute, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Division of Hematology/Oncology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts 02115, USA
| | - Qiangzong Yin
- Howard Hughes Medical Institute, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Division of Hematology/Oncology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts 02115, USA
| | - Xudong Fu
- Howard Hughes Medical Institute, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Division of Hematology/Oncology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts 02115, USA
| | - Yisi Li
- Howard Hughes Medical Institute, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Division of Hematology/Oncology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Department of Automation, Tsinghua University, Beijing 100084, China
| | - Tomas Stopka
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York 10461, USA
| | - Arthur I Skoultchi
- Department of Cell Biology, Albert Einstein College of Medicine, Bronx, New York 10461, USA
| | - Yi Zhang
- Howard Hughes Medical Institute, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Division of Hematology/Oncology, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts 02115, USA.,Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA.,Harvard Stem Cell Institute, Boston, Massachusetts 02115, USA
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4
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Benner L, Castro EA, Whitworth C, Venken KJT, Yang H, Fang J, Oliver B, Cook KR, Lerit DA. Drosophila Heterochromatin Stabilization Requires the Zinc-Finger Protein Small Ovary. Genetics 2019; 213:877-895. [PMID: 31558581 PMCID: PMC6827387 DOI: 10.1534/genetics.119.302590] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 09/21/2019] [Indexed: 02/04/2023] Open
Abstract
Heterochromatin-mediated repression is essential for controlling the expression of transposons and for coordinated cell type-specific gene regulation. The small ovary (sov) locus was identified in a screen for female-sterile mutations in Drosophila melanogaster, and mutants show dramatic ovarian morphogenesis defects. We show that the null sov phenotype is lethal and map the locus to the uncharacterized gene CG14438, which encodes a nuclear zinc-finger protein that colocalizes with the essential Heterochromatin Protein 1 (HP1a). We demonstrate Sov functions to repress inappropriate gene expression in the ovary, silence transposons, and suppress position-effect variegation in the eye, suggesting a central role in heterochromatin stabilization.
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Affiliation(s)
- Leif Benner
- Section of Developmental Genomics, Laboratory of Cellular and Developmental Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892
- Department of Biology, Johns Hopkins University, Baltimore, Maryland 21218
| | - Elias A Castro
- Department of Cell Biology, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Cale Whitworth
- Section of Developmental Genomics, Laboratory of Cellular and Developmental Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892
- Department of Biology, Indiana University, Bloomington, Indiana 47405
| | - Koen J T Venken
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology
- McNair Medical Institute at the Robert and Janice McNair Foundation
- Dan L. Duncan Cancer Center, Center for Drug Discovery
- Department of Pharmacology and Chemical Biology, Baylor College of Medicine, Houston, Texas 77030
| | - Haiwang Yang
- Section of Developmental Genomics, Laboratory of Cellular and Developmental Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892
| | - Junnan Fang
- Department of Cell Biology, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Brian Oliver
- Section of Developmental Genomics, Laboratory of Cellular and Developmental Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892
| | - Kevin R Cook
- Department of Biology, Indiana University, Bloomington, Indiana 47405
| | - Dorothy A Lerit
- Department of Cell Biology, Emory University School of Medicine, Atlanta, Georgia 30322
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5
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Il’ina IA, Konev AY. The role of aTp-dependent chromatin remodeling factors in chromatin assembly in vivo. Vavilovskii Zhurnal Genet Selektsii 2019. [DOI: 10.18699/vj19.476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Chromatin assembly is a fundamental process essential for chromosome duplication subsequent to DNA replication. In addition, histone removal and incorporation take place constantly throughout the cell cycle in the course of DNA-utilizing processes, such as transcription, damage repair or recombination. In vitro studies have revealed that nucleosome assembly relies on the combined action of core histone chaperones and ATP-utilizing molecular motor proteins such as ACF or CHD1. Despite extensive biochemical characterization of ATP-dependent chromatin assembly and remodeling factors, it has remained unclear to what extent nucleosome assembly is an ATP-dependent process in vivo. Our original and published data about the functions of ATP-dependent chromatin assembly and remodeling factors clearly demonstrated that these proteins are important for nucleosome assembly and histone exchange in vivo. During male pronucleus reorganization after fertilization CHD1 has a critical role in the genomescale, replication-independent nucleosome assembly involving the histone variant H3.3. Thus, the molecular motor proteins, such as CHD1, function not only in the remodeling of existing nucleosomes but also in de novo nucleosome assembly from DNA and histones in vivo. ATP-dependent chromatin assembly and remodeling factors have been implicated in the process of histone exchange during transcription and DNA repair, in the maintenance of centromeric chromatin and in the loading and remodeling of nucleosomes behind a replication fork. Thus, chromatin remodeling factors are involved in the processes of both replication-dependent and replication-independent chromatin assembly. The role of these proteins is especially prominent in the processes of large-scale chromatin reorganization; for example, during male pronucleus formation or in DNA repair. Together, ATP-dependent chromatin assembly factors, histone chaperones and chromatin modifying enzymes form a “chromatin integrity network” to ensure proper maintenance and propagation of chromatin landscape.
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Affiliation(s)
- Iu. A. Il’ina
- Petersburg Nuclear Physics Institute named by B.P. Konstantinov of National Research Centre “Kurchatov Institute”
| | - A. Yu. Konev
- Petersburg Nuclear Physics Institute named by B.P. Konstantinov of National Research Centre “Kurchatov Institute”
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6
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Pillidge Z, Bray SJ. SWI/SNF chromatin remodeling controls Notch-responsive enhancer accessibility. EMBO Rep 2019; 20:embr.201846944. [PMID: 30914409 DOI: 10.15252/embr.201846944] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 02/18/2019] [Accepted: 02/20/2019] [Indexed: 12/18/2022] Open
Abstract
Notch signaling plays a key role in many cell fate decisions during development by directing different gene expression programs via the transcription factor CSL, known as Su(H) in Drosophila Which target genes are responsive to Notch signaling is influenced by the chromatin state of enhancers, yet how this is regulated is not fully known. Detecting a specific increase in the histone variant H3.3 in response to Notch signaling, we tested which chromatin remodelers or histone chaperones are required for the changes in enhancer accessibility to Su(H) binding. We show a crucial role for the Brahma SWI/SNF chromatin remodeling complex, including the actin-related BAP55 subunit, in conferring enhancer accessibility and enabling the transcriptional response to Notch activity. The Notch-responsive regions have high levels of nucleosome turnover which depend on the Brahma complex, increase in magnitude with Notch signaling, and primarily involve histone H3.3. Together these results highlight the importance of SWI/SNF-mediated nucleosome turnover in rendering enhancers responsive to Notch.
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Affiliation(s)
- Zoe Pillidge
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - Sarah J Bray
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
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7
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Balaji R, Weichselberger V, Classen AK. Response of epithelial cell and tissue shape to external forces in vivo. Development 2019; 146:dev.171256. [DOI: 10.1242/dev.171256] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 07/29/2019] [Indexed: 12/25/2022]
Abstract
How actomyosin generates forces at epithelial adherens junctions has been extensively studied. However, less is known about how a balance between internal and external forces establishes epithelial cell, tissue and organ shape. We use the Drosophila egg chamber to investigate how contractility at adherens junction in the follicle epithelium is modulated to accommodate and resist forces arising from the growing germline. We find that between stages 6 and 9 adherens junction tension in the post-mitotic epithelium decreases, suggesting that the junctional network relaxes to accommodate germline growth. At that time, a prominent medial Myosin II network coupled to corrugating adherens junctions develops. Local enrichment of medial Myosin II in main body follicle cells resists germline-derived forces, thus constraining apical areas and consequently cuboidal cell shapes at stage 9. At the tissue and organ level, local reinforcement of medial-junctional architecture ensures the timely contact of main body cells with the expanding oocyte and imposes circumferential constraints on the germline guiding egg elongation. Our study provides insight into how adherens junction tension promotes cell and tissue shape transitions while integrating growth and shape of an internally enclosed structure in vivo.
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Affiliation(s)
- Ramya Balaji
- Albert-Ludwigs-University Freiburg, Center for Biological Systems Analysis, Habsburgerstr. 49, 79104 Freiburg, Germany
- Ludwig-Maximilians-University Munich, Faculty of Biology, Grosshaderner Str. 2-4, 82152 Planegg-Martinsried, Germany
| | - Vanessa Weichselberger
- Albert-Ludwigs-University Freiburg, Center for Biological Systems Analysis, Habsburgerstr. 49, 79104 Freiburg, Germany
- Ludwig-Maximilians-University Munich, Faculty of Biology, Grosshaderner Str. 2-4, 82152 Planegg-Martinsried, Germany
- Spemann Graduate School of Biology and Medicine (SGBM), Albert-Ludwigs-University Freiburg, Germany
| | - Anne-Kathrin Classen
- Albert-Ludwigs-University Freiburg, Center for Biological Systems Analysis, Habsburgerstr. 49, 79104 Freiburg, Germany
- Ludwig-Maximilians-University Munich, Faculty of Biology, Grosshaderner Str. 2-4, 82152 Planegg-Martinsried, Germany
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8
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Genome-wide Rules of Nucleosome Phasing in Drosophila. Mol Cell 2018; 72:661-672.e4. [DOI: 10.1016/j.molcel.2018.09.032] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/27/2018] [Accepted: 09/23/2018] [Indexed: 12/13/2022]
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9
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Scacchetti A, Brueckner L, Jain D, Schauer T, Zhang X, Schnorrer F, van Steensel B, Straub T, Becker PB. CHRAC/ACF contribute to the repressive ground state of chromatin. Life Sci Alliance 2018; 1:e201800024. [PMID: 30456345 PMCID: PMC6238394 DOI: 10.26508/lsa.201800024] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 01/24/2018] [Accepted: 01/26/2018] [Indexed: 12/22/2022] Open
Abstract
Chromatin accessibility complex/ATP-utilizing chromatin assembly and remodeling factor help to establish basal transcriptional repression, conceivably through improving the regular spacing of nucleosomes in euchromatin. The chromatin remodeling complexes chromatin accessibility complex and ATP-utilizing chromatin assembly and remodeling factor (ACF) combine the ATPase ISWI with the signature subunit ACF1. These enzymes catalyze well-studied nucleosome sliding reactions in vitro, but how their actions affect physiological gene expression remains unclear. Here, we explored the influence of Drosophila melanogaster chromatin accessibility complex/ACF on transcription by using complementary gain- and loss-of-function approaches. Targeting ACF1 to multiple reporter genes inserted at many different genomic locations revealed a context-dependent inactivation of poorly transcribed reporters in repressive chromatin. Accordingly, single-embryo transcriptome analysis of an Acf knock-out allele showed that only lowly expressed genes are derepressed in the absence of ACF1. Finally, the nucleosome arrays in Acf-deficient chromatin show loss of physiological regularity, particularly in transcriptionally inactive domains. Taken together, our results highlight that ACF1-containing remodeling factors contribute to the establishment of an inactive ground state of the genome through chromatin organization.
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Affiliation(s)
- Alessandro Scacchetti
- Molecular Biology Division, Biomedical Center, Faculty of Medicine, Ludwig-Maximilian University Munich, Planegg-Martinsried, Germany.,Center for Integrated Protein Science Munich, München, Germany
| | - Laura Brueckner
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Dhawal Jain
- Molecular Biology Division, Biomedical Center, Faculty of Medicine, Ludwig-Maximilian University Munich, Planegg-Martinsried, Germany.,Center for Integrated Protein Science Munich, München, Germany
| | - Tamas Schauer
- Molecular Biology Division, Biomedical Center, Faculty of Medicine, Ludwig-Maximilian University Munich, Planegg-Martinsried, Germany.,Center for Integrated Protein Science Munich, München, Germany
| | - Xu Zhang
- Developmental Biology Institute of Marseille, Aix Marseille University, Centre Nationnal de la Recherche Scientifique, Marseille, France.,School of Life Science and Engineering, Foshan University, Foshan, China
| | - Frank Schnorrer
- Developmental Biology Institute of Marseille, Aix Marseille University, Centre Nationnal de la Recherche Scientifique, Marseille, France
| | - Bas van Steensel
- Division of Gene Regulation, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Tobias Straub
- Bioinformatic Unit, Biomedical Center, Faculty of Medicine, Ludwig-Maximilian University Munich, Planegg-Martinsried, Germany
| | - Peter B Becker
- Molecular Biology Division, Biomedical Center, Faculty of Medicine, Ludwig-Maximilian University Munich, Planegg-Martinsried, Germany.,Center for Integrated Protein Science Munich, München, Germany
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10
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Börner K, Becker PB. Splice variants of the SWR1-type nucleosome remodeling factor Domino have distinct functions during Drosophila melanogaster oogenesis. Development 2017; 143:3154-67. [PMID: 27578180 DOI: 10.1242/dev.139634] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 07/21/2016] [Indexed: 12/16/2022]
Abstract
SWR1-type nucleosome remodeling factors replace histone H2A by variants to endow chromatin locally with specialized functionality. In Drosophila melanogaster a single H2A variant, H2A.V, combines functions of mammalian H2A.Z and H2A.X in transcription regulation and the DNA damage response. A major role in H2A.V incorporation for the only SWR1-like enzyme in flies, Domino, is assumed but not well documented in vivo. It is also unclear whether the two alternatively spliced isoforms, DOM-A and DOM-B, have redundant or specialized functions. Loss of both DOM isoforms compromises oogenesis, causing female sterility. We systematically explored roles of the two DOM isoforms during oogenesis using a cell type-specific knockdown approach. Despite their ubiquitous expression, DOM-A and DOM-B have non-redundant functions in germline and soma for egg formation. We show that chromatin incorporation of H2A.V in germline and somatic cells depends on DOM-B, whereas global incorporation in endoreplicating germline nurse cells appears to be independent of DOM. By contrast, DOM-A promotes the removal of H2A.V from stage 5 nurse cells. Remarkably, therefore, the two DOM isoforms have distinct functions in cell type-specific development and H2A.V exchange.
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Affiliation(s)
- Kenneth Börner
- Biomedical Center and Center for Integrated Protein Science Munich, Ludwig-Maximilians-University, Großhaderner Strasse 9, 82152 Munich, Germany
| | - Peter B Becker
- Biomedical Center and Center for Integrated Protein Science Munich, Ludwig-Maximilians-University, Großhaderner Strasse 9, 82152 Munich, Germany
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11
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Vazquez-Pianzola P, Schaller B, Colombo M, Beuchle D, Neuenschwander S, Marcil A, Bruggmann R, Suter B. The mRNA transportome of the BicD/Egl transport machinery. RNA Biol 2016; 14:73-89. [PMID: 27801632 PMCID: PMC5270521 DOI: 10.1080/15476286.2016.1251542] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
mRNA (mRNA) transport focuses the expression of encoded proteins to specific regions within cells providing them with the means to assume specific functions and even identities. BicD and the mRNA binding protein Egl interact with the microtubule motor dynein to localize mRNAs in Drosophila. Because relatively few mRNA cargos were known, we isolated and identified Egl::GFP associated mRNAs. The top candidates were validated by qPCR, in situ hybridization and genetically by showing that their localization requires BicD. In young embryos these Egl target mRNAs are preferentially localized apically, between the plasma membrane and the blastoderm nuclei, but also in the pole plasm at the posterior pole. Egl targets expressed in the ovary were mostly enriched in the oocyte and some were apically localized in follicle cells. The identification of a large group of novel mRNAs associated with BicD/Egl points to several novel developmental and physiological functions of this dynein dependent localization machinery. The verified dataset also allowed us to develop a tool that predicts conserved A'-form-like stem loops that serve as localization elements in 3′UTRs.
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Affiliation(s)
| | - Bogdan Schaller
- a Institute of Cell Biology, University of Bern , Bern , Switzerland
| | - Martino Colombo
- b Interfaculty Bioinformatics Unit and Swiss Institute of Bioinformatics, University of Bern , Bern , Switzerland.,c Department of Chemistry and Biochemistry , University of Bern , Bern , Switzerland
| | - Dirk Beuchle
- a Institute of Cell Biology, University of Bern , Bern , Switzerland
| | - Samuel Neuenschwander
- b Interfaculty Bioinformatics Unit and Swiss Institute of Bioinformatics, University of Bern , Bern , Switzerland.,d Vital-IT, Swiss Institute of Bioinformatics , Lausanne , Switzerland
| | - Anne Marcil
- e National Research Council Canada, Human Health Therapeutics Portfolio, Building Montréal - Royalmount , Montreal , Quebec , Canada
| | - Rémy Bruggmann
- b Interfaculty Bioinformatics Unit and Swiss Institute of Bioinformatics, University of Bern , Bern , Switzerland
| | - Beat Suter
- a Institute of Cell Biology, University of Bern , Bern , Switzerland
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