1
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Titlow JS, Kiourlappou M, Palanca A, Lee JY, Gala DS, Ennis D, Yu JJS, Young FL, Susano Pinto DM, Garforth S, Francis HS, Strivens F, Mulvey H, Dallman-Porter A, Thornton S, Arman D, Millard MJ, Järvelin AI, Thompson MK, Sargent M, Kounatidis I, Parton RM, Taylor S, Davis I. Systematic analysis of YFP traps reveals common mRNA/protein discordance in neural tissues. J Cell Biol 2023; 222:214092. [PMID: 37145332 PMCID: PMC10165541 DOI: 10.1083/jcb.202205129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 11/11/2022] [Accepted: 12/06/2022] [Indexed: 05/06/2023] Open
Abstract
While post-transcriptional control is thought to be required at the periphery of neurons and glia, its extent is unclear. Here, we investigate systematically the spatial distribution and expression of mRNA at single molecule sensitivity and their corresponding proteins of 200 YFP trap lines across the intact Drosophila nervous system. 97.5% of the genes studied showed discordance between the distribution of mRNA and the proteins they encode in at least one region of the nervous system. These data suggest that post-transcriptional regulation is very common, helping to explain the complexity of the nervous system. We also discovered that 68.5% of these genes have transcripts present at the periphery of neurons, with 9.5% at the glial periphery. Peripheral transcripts include many potential new regulators of neurons, glia, and their interactions. Our approach is applicable to most genes and tissues and includes powerful novel data annotation and visualization tools for post-transcriptional regulation.
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Affiliation(s)
- Joshua S Titlow
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | - Ana Palanca
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Jeffrey Y Lee
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Dalia S Gala
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Darragh Ennis
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Joyce J S Yu
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | | | - Sam Garforth
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | - Finn Strivens
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Hugh Mulvey
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | - Staci Thornton
- Department of Biochemistry, University of Oxford, Oxford, UK
| | - Diana Arman
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, Oxford, UK
| | | | - Martin Sargent
- Weatherall Institute for Molecular Medicine, University of Oxford , Oxford, UK
| | | | | | - Stephen Taylor
- Weatherall Institute for Molecular Medicine, University of Oxford , Oxford, UK
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, Oxford, UK
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2
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Mestre-Farràs N, Guerrero S, Bley N, Rivero E, Coll O, Borràs E, Sabidó E, Indacochea A, Casillas-Serra C, Järvelin AI, Oliva B, Castello A, Hüttelmaier S, Gebauer F. Melanoma RBPome identification reveals PDIA6 as an unconventional RNA-binding protein involved in metastasis. Nucleic Acids Res 2022; 50:8207-8225. [PMID: 35848924 PMCID: PMC9371929 DOI: 10.1093/nar/gkac605] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Revised: 06/10/2022] [Accepted: 07/01/2022] [Indexed: 11/13/2022] Open
Abstract
RNA-binding proteins (RBPs) have been relatively overlooked in cancer research despite their contribution to virtually every cancer hallmark. Here, we use RNA interactome capture (RIC) to characterize the melanoma RBPome and uncover novel RBPs involved in melanoma progression. Comparison of RIC profiles of a non-tumoral versus a metastatic cell line revealed prevalent changes in RNA-binding capacities that were not associated with changes in RBP levels. Extensive functional validation of a selected group of 24 RBPs using five different in vitro assays unveiled unanticipated roles of RBPs in melanoma malignancy. As proof-of-principle we focused on PDIA6, an ER-lumen chaperone that displayed a novel RNA-binding activity. We show that PDIA6 is involved in metastatic progression, map its RNA-binding domain, and find that RNA binding is required for PDIA6 tumorigenic properties. These results exemplify how RIC technologies can be harnessed to uncover novel vulnerabilities of cancer cells.
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Affiliation(s)
- Neus Mestre-Farràs
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
| | - Santiago Guerrero
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
| | - Nadine Bley
- Institute of Molecular Medicine, Section for Molecular Cell Biology, Faculty of Medicine, Martin Luther University Halle-Wittenberg, 06120 Halle, Germany
| | - Ezequiel Rivero
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
| | - Olga Coll
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
| | - Eva Borràs
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain.,Department of Health and Experimental Sciences, Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain
| | - Eduard Sabidó
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain.,Department of Health and Experimental Sciences, Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain
| | - Alberto Indacochea
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
| | - Carlos Casillas-Serra
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Baldomero Oliva
- Department of Health and Experimental Sciences, Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain
| | - Alfredo Castello
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Stefan Hüttelmaier
- Institute of Molecular Medicine, Section for Molecular Cell Biology, Faculty of Medicine, Martin Luther University Halle-Wittenberg, 06120 Halle, Germany
| | - Fátima Gebauer
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 08003 Barcelona, Spain.,Department of Health and Experimental Sciences, Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain
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3
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Lee JY, Wing PAC, Gala DS, Noerenberg M, Järvelin AI, Titlow J, Zhuang X, Palmalux N, Iselin L, Thompson MK, Parton RM, Prange-Barczynska M, Wainman A, Salguero FJ, Bishop T, Agranoff D, James W, Castello A, McKeating JA, Davis I. Absolute quantitation of individual SARS-CoV-2 RNA molecules provides a new paradigm for infection dynamics and variant differences. eLife 2022; 11:74153. [PMID: 35049501 PMCID: PMC8776252 DOI: 10.7554/elife.74153] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 12/21/2021] [Indexed: 12/11/2022] Open
Abstract
Despite an unprecedented global research effort on SARS-CoV-2, early replication events remain poorly understood. Given the clinical importance of emergent viral variants with increased transmission, there is an urgent need to understand the early stages of viral replication and transcription. We used single-molecule fluorescence in situ hybridisation (smFISH) to quantify positive sense RNA genomes with 95% detection efficiency, while simultaneously visualising negative sense genomes, subgenomic RNAs, and viral proteins. Our absolute quantification of viral RNAs and replication factories revealed that SARS-CoV-2 genomic RNA is long-lived after entry, suggesting that it avoids degradation by cellular nucleases. Moreover, we observed that SARS-CoV-2 replication is highly variable between cells, with only a small cell population displaying high burden of viral RNA. Unexpectedly, the B.1.1.7 variant, first identified in the UK, exhibits significantly slower replication kinetics than the Victoria strain, suggesting a novel mechanism contributing to its higher transmissibility with important clinical implications.
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Affiliation(s)
- Jeffrey Y Lee
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Peter AC Wing
- Nuffield Department of Medicine, The University of OxfordOxfordUnited Kingdom,Chinese Academy of Medical Sciences (CAMS) Oxford Institute (COI), The University of OxfordOxfordUnited Kingdom
| | - Dalia S Gala
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Marko Noerenberg
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom,MRC-University of Glasgow Centre for Virus Research, The University of GlasgowGlasgowUnited Kingdom
| | - Aino I Järvelin
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Joshua Titlow
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Xiaodong Zhuang
- Nuffield Department of Medicine, The University of OxfordOxfordUnited Kingdom
| | - Natasha Palmalux
- MRC-University of Glasgow Centre for Virus Research, The University of GlasgowGlasgowUnited Kingdom
| | - Louisa Iselin
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Mary Kay Thompson
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Richard M Parton
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
| | - Maria Prange-Barczynska
- Nuffield Department of Medicine, The University of OxfordOxfordUnited Kingdom,Ludwig Institute for Cancer Research, The University of OxfordOxfordUnited Kingdom
| | - Alan Wainman
- Sir William Dunn School of Pathology, The University of OxfordOxfordUnited Kingdom
| | | | - Tammie Bishop
- Nuffield Department of Medicine, The University of OxfordOxfordUnited Kingdom,Ludwig Institute for Cancer Research, The University of OxfordOxfordUnited Kingdom
| | - Daniel Agranoff
- Department of Infectious Diseases, University Hospitals Sussex NHS Foundation TrustBrightonUnited Kingdom
| | - William James
- Sir William Dunn School of Pathology, The University of OxfordOxfordUnited Kingdom,James & Lillian Martin Centre, Sir William Dunn School of Pathology, The University of OxfordOxfordUnited Kingdom
| | - Alfredo Castello
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom,MRC-University of Glasgow Centre for Virus Research, The University of GlasgowGlasgowUnited Kingdom
| | - Jane A McKeating
- Nuffield Department of Medicine, The University of OxfordOxfordUnited Kingdom,Chinese Academy of Medical Sciences (CAMS) Oxford Institute (COI), The University of OxfordOxfordUnited Kingdom
| | - Ilan Davis
- Department of Biochemistry, The University of OxfordOxfordUnited Kingdom
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4
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Kamel W, Noerenberg M, Cerikan B, Chen H, Järvelin AI, Kammoun M, Lee JY, Shuai N, Garcia-Moreno M, Andrejeva A, Deery MJ, Johnson N, Neufeldt CJ, Cortese M, Knight ML, Lilley KS, Martinez J, Davis I, Bartenschlager R, Mohammed S, Castello A. Global analysis of protein-RNA interactions in SARS-CoV-2-infected cells reveals key regulators of infection. Mol Cell 2021; 81:2851-2867.e7. [PMID: 34118193 PMCID: PMC8142890 DOI: 10.1016/j.molcel.2021.05.023] [Citation(s) in RCA: 82] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 03/30/2021] [Accepted: 05/18/2021] [Indexed: 12/15/2022]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes coronavirus disease 2019 (COVID-19). SARS-CoV-2 relies on cellular RNA-binding proteins (RBPs) to replicate and spread, although which RBPs control its life cycle remains largely unknown. Here, we employ a multi-omic approach to identify systematically and comprehensively the cellular and viral RBPs that are involved in SARS-CoV-2 infection. We reveal that SARS-CoV-2 infection profoundly remodels the cellular RNA-bound proteome, which includes wide-ranging effects on RNA metabolic pathways, non-canonical RBPs, and antiviral factors. Moreover, we apply a new method to identify the proteins that directly interact with viral RNA, uncovering dozens of cellular RBPs and six viral proteins. Among them are several components of the tRNA ligase complex, which we show regulate SARS-CoV-2 infection. Furthermore, we discover that available drugs targeting host RBPs that interact with SARS-CoV-2 RNA inhibit infection. Collectively, our results uncover a new universe of host-virus interactions with potential for new antiviral therapies against COVID-19.
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Affiliation(s)
- Wael Kamel
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK; Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Marko Noerenberg
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK; Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Berati Cerikan
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany
| | - Honglin Chen
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Mohamed Kammoun
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Jeffrey Y Lee
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Ni Shuai
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Manuel Garcia-Moreno
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Anna Andrejeva
- Department of Biochemistry, University of Cambridge, CB2 1GA Cambridge, UK
| | - Michael J Deery
- Department of Biochemistry, University of Cambridge, CB2 1GA Cambridge, UK
| | - Natasha Johnson
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK
| | - Christopher J Neufeldt
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany
| | - Mirko Cortese
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany
| | - Michael L Knight
- Sir William Dunn School of Pathology, University of Oxford, South Parks Road, OX1 3RE Oxford, UK
| | - Kathryn S Lilley
- Department of Biochemistry, University of Cambridge, CB2 1GA Cambridge, UK
| | - Javier Martinez
- Center of Medical Biochemistry, Max Perutz Labs, Medical University of Vienna, Vienna, Austria
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany; Division Virus-Associated Carcinogenesis, Germany Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Shabaz Mohammed
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK; Department of Chemistry, University of Oxford, Mansfield Road, OX1 3TA Oxford, UK; The Rosalind Franklin Institute, OX11 0FA Oxfordshire, UK.
| | - Alfredo Castello
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK; Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK.
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5
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Kamel W, Noerenberg M, Cerikan B, Chen H, Järvelin AI, Kammoun M, Lee JY, Shuai N, Garcia-Moreno M, Andrejeva A, Deery MJ, Johnson N, Neufeldt CJ, Cortese M, Knight ML, Lilley KS, Martinez J, Davis I, Bartenschlager R, Mohammed S, Castello A. Global analysis of protein-RNA interactions in SARS-CoV-2-infected cells reveals key regulators of infection. Mol Cell 2021; 81:2851-2867.e7. [PMID: 34118193 DOI: 10.1101/2020.11.25.398008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 03/30/2021] [Accepted: 05/18/2021] [Indexed: 05/22/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes coronavirus disease 2019 (COVID-19). SARS-CoV-2 relies on cellular RNA-binding proteins (RBPs) to replicate and spread, although which RBPs control its life cycle remains largely unknown. Here, we employ a multi-omic approach to identify systematically and comprehensively the cellular and viral RBPs that are involved in SARS-CoV-2 infection. We reveal that SARS-CoV-2 infection profoundly remodels the cellular RNA-bound proteome, which includes wide-ranging effects on RNA metabolic pathways, non-canonical RBPs, and antiviral factors. Moreover, we apply a new method to identify the proteins that directly interact with viral RNA, uncovering dozens of cellular RBPs and six viral proteins. Among them are several components of the tRNA ligase complex, which we show regulate SARS-CoV-2 infection. Furthermore, we discover that available drugs targeting host RBPs that interact with SARS-CoV-2 RNA inhibit infection. Collectively, our results uncover a new universe of host-virus interactions with potential for new antiviral therapies against COVID-19.
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Affiliation(s)
- Wael Kamel
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK; Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Marko Noerenberg
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK; Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Berati Cerikan
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany
| | - Honglin Chen
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Mohamed Kammoun
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Jeffrey Y Lee
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Ni Shuai
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Manuel Garcia-Moreno
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Anna Andrejeva
- Department of Biochemistry, University of Cambridge, CB2 1GA Cambridge, UK
| | - Michael J Deery
- Department of Biochemistry, University of Cambridge, CB2 1GA Cambridge, UK
| | - Natasha Johnson
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK
| | - Christopher J Neufeldt
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany
| | - Mirko Cortese
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany
| | - Michael L Knight
- Sir William Dunn School of Pathology, University of Oxford, South Parks Road, OX1 3RE Oxford, UK
| | - Kathryn S Lilley
- Department of Biochemistry, University of Cambridge, CB2 1GA Cambridge, UK
| | - Javier Martinez
- Center of Medical Biochemistry, Max Perutz Labs, Medical University of Vienna, Vienna, Austria
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, 69120 Heidelberg, Germany; German Center for Infection Research, Heidelberg Partner Site, 69120 Heidelberg, Germany; Division Virus-Associated Carcinogenesis, Germany Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Shabaz Mohammed
- Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK; Department of Chemistry, University of Oxford, Mansfield Road, OX1 3TA Oxford, UK; The Rosalind Franklin Institute, OX11 0FA Oxfordshire, UK.
| | - Alfredo Castello
- MRC-University of Glasgow Centre for Virus Research, G61 1QH Glasgow, Scotland, UK; Department of Biochemistry, University of Oxford, South Parks Road, OX1 3QU Oxford, UK.
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6
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Dicker K, Järvelin AI, Garcia-Moreno M, Castello A. The importance of virion-incorporated cellular RNA-Binding Proteins in viral particle assembly and infectivity. Semin Cell Dev Biol 2021; 111:108-118. [PMID: 32921578 PMCID: PMC7482619 DOI: 10.1016/j.semcdb.2020.08.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/30/2020] [Accepted: 08/03/2020] [Indexed: 12/14/2022]
Abstract
RNA is a central molecule in RNA virus biology due to its dual function as messenger and genome. However, the small number of proteins encoded by viral genomes is insufficient to enable virus infection. Hence, viruses hijack cellular RNA-binding proteins (RBPs) to aid replication and spread. In this review we discuss the 'knowns' and 'unknowns' regarding the contribution of host RBPs to the formation of viral particles and the initial steps of infection in the newly infected cell. Through comparison of the virion proteomes of ten different human RNA viruses, we confirm that a pool of cellular RBPs are typically incorporated into viral particles. We describe here illustrative examples supporting the important functions of these RBPs in viral particle formation and infectivity and we propose that the role of host RBPs in these steps can be broader than previously anticipated. Understanding how cellular RBPs regulate virus infection can lead to the discovery of novel therapeutic targets against viruses.
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Affiliation(s)
- Kate Dicker
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK
| | - Manuel Garcia-Moreno
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK.
| | - Alfredo Castello
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK; MRC-University of Glasgow Centre for Virus Research, University of Glasgow, 464 Bearsden Road, Glasgow, G61 1QH, Scotland, UK.
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7
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Samuels TJ, Arava Y, Järvelin AI, Robertson F, Lee JY, Yang L, Yang CP, Lee T, Ish-Horowicz D, Davis I. Neuronal upregulation of Prospero protein is driven by alternative mRNA polyadenylation and Syncrip-mediated mRNA stabilisation. Biol Open 2020; 9:bio049684. [PMID: 32205310 PMCID: PMC7225087 DOI: 10.1242/bio.049684] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 02/24/2020] [Indexed: 12/14/2022] Open
Abstract
During Drosophila and vertebrate brain development, the conserved transcription factor Prospero/Prox1 is an important regulator of the transition between proliferation and differentiation. Prospero level is low in neural stem cells and their immediate progeny, but is upregulated in larval neurons and it is unknown how this process is controlled. Here, we use single molecule fluorescent in situ hybridisation to show that larval neurons selectively transcribe a long prospero mRNA isoform containing a 15 kb 3' untranslated region, which is bound in the brain by the conserved RNA-binding protein Syncrip/hnRNPQ. Syncrip binding increases the stability of the long prospero mRNA isoform, which allows an upregulation of Prospero protein production. Adult flies selectively lacking the long prospero isoform show abnormal behaviour that could result from impaired locomotor or neurological activity. Our findings highlight a regulatory strategy involving alternative polyadenylation followed by differential post-transcriptional regulation.This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Tamsin J Samuels
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
| | - Yoav Arava
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
- Department of Biology Technion, Haifa, 32000, Israel
| | - Aino I Järvelin
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
| | | | - Jeffrey Y Lee
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
| | - Lu Yang
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
| | - Ching-Po Yang
- Howard Hughes Medical Institute, Janelia Research Campus, 19700 Helix Drive, Ashburn, VA, 20147 USA
| | - Tzumin Lee
- Howard Hughes Medical Institute, Janelia Research Campus, 19700 Helix Drive, Ashburn, VA, 20147 USA
| | - David Ish-Horowicz
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
- MRC Laboratory for Molecular Cell Biology, University College, London, WC1E 6BT UK
| | - Ilan Davis
- Department of Biochemistry, The University of Oxford, Oxford, OX1 3QU, UK
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8
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Samuels TJ, Järvelin AI, Ish-Horowicz D, Davis I. Imp/IGF2BP levels modulate individual neural stem cell growth and division through myc mRNA stability. eLife 2020; 9:e51529. [PMID: 31934860 PMCID: PMC7025822 DOI: 10.7554/elife.51529] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Accepted: 01/13/2020] [Indexed: 12/24/2022] Open
Abstract
The numerous neurons and glia that form the brain originate from tightly controlled growth and division of neural stem cells, regulated systemically by important known stem cell-extrinsic signals. However, the cell-intrinsic mechanisms that control the distinctive proliferation rates of individual neural stem cells are unknown. Here, we show that the size and division rates of Drosophila neural stem cells (neuroblasts) are controlled by the highly conserved RNA binding protein Imp (IGF2BP), via one of its top binding targets in the brain, myc mRNA. We show that Imp stabilises myc mRNA leading to increased Myc protein levels, larger neuroblasts, and faster division rates. Declining Imp levels throughout development limit myc mRNA stability to restrain neuroblast growth and division, and heterogeneous Imp expression correlates with myc mRNA stability between individual neuroblasts in the brain. We propose that Imp-dependent regulation of myc mRNA stability fine-tunes individual neural stem cell proliferation rates.
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Affiliation(s)
- Tamsin J Samuels
- Department of BiochemistryThe University of OxfordOxfordUnited Kingdom
| | - Aino I Järvelin
- Department of BiochemistryThe University of OxfordOxfordUnited Kingdom
| | - David Ish-Horowicz
- Department of BiochemistryThe University of OxfordOxfordUnited Kingdom
- MRC Laboratory for Molecular Cell BiologyUniversity CollegeLondonUnited Kingdom
| | - Ilan Davis
- Department of BiochemistryThe University of OxfordOxfordUnited Kingdom
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9
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Garcia-Moreno M, Noerenberg M, Ni S, Järvelin AI, González-Almela E, Lenz CE, Bach-Pages M, Cox V, Avolio R, Davis T, Hester S, Sohier TJM, Li B, Heikel G, Michlewski G, Sanz MA, Carrasco L, Ricci EP, Pelechano V, Davis I, Fischer B, Mohammed S, Castello A. System-wide Profiling of RNA-Binding Proteins Uncovers Key Regulators of Virus Infection. Mol Cell 2019; 74:196-211.e11. [PMID: 30799147 PMCID: PMC6458987 DOI: 10.1016/j.molcel.2019.01.017] [Citation(s) in RCA: 106] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 12/18/2018] [Accepted: 01/11/2019] [Indexed: 12/23/2022]
Abstract
The compendium of RNA-binding proteins (RBPs) has been greatly expanded by the development of RNA-interactome capture (RIC). However, it remained unknown if the complement of RBPs changes in response to environmental perturbations and whether these rearrangements are important. To answer these questions, we developed “comparative RIC” and applied it to cells challenged with an RNA virus called sindbis (SINV). Over 200 RBPs display differential interaction with RNA upon SINV infection. These alterations are mainly driven by the loss of cellular mRNAs and the emergence of viral RNA. RBPs stimulated by the infection redistribute to viral replication factories and regulate the capacity of the virus to infect. For example, ablation of XRN1 causes cells to be refractory to SINV, while GEMIN5 moonlights as a regulator of SINV gene expression. In summary, RNA availability controls RBP localization and function in SINV-infected cells. A quarter of the RBPome changes upon SINV infection Alterations in RBP activity are largely explained by changes in RNA availability Altered RBPs are crucial for viral infection efficacy GEMIN5 binds to the 5′ end of SINV RNAs and regulates viral gene expression
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Affiliation(s)
| | - Marko Noerenberg
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Shuai Ni
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Esther González-Almela
- Centro de Biologia Molecular "Severo Ochoa," Universidad Autonoma de Madrid, 28049 Madrid, Spain
| | - Caroline E Lenz
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Marcel Bach-Pages
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Victoria Cox
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Rosario Avolio
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK; Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
| | - Thomas Davis
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Svenja Hester
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Thibault J M Sohier
- Université de Lyon, ENSL, UCBL, CNRS, INSERM, LBMC, 46 Allée d'Italie, 69007 Lyon, France
| | - Bingnan Li
- SciLifeLab, Department of Microbiology, Tumor, and Cell Biology, Karolinska Institutet, 17165 Solna, Sweden
| | - Gregory Heikel
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Edinburgh EH9 3BF, UK; Division of Infection and Pathway Medicine, University of Edinburgh, The Chancellor's Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK
| | - Gracjan Michlewski
- Wellcome Centre for Cell Biology, University of Edinburgh, Michael Swann Building, Edinburgh EH9 3BF, UK; Division of Infection and Pathway Medicine, University of Edinburgh, The Chancellor's Building, 49 Little France Crescent, Edinburgh EH16 4SB, UK; Zhejiang University-University of Edinburgh Institute, Zhejiang University, 718 East Haizhou Road, Haining, Zhejiang 314400, People's Republic of China
| | - Miguel A Sanz
- Centro de Biologia Molecular "Severo Ochoa," Universidad Autonoma de Madrid, 28049 Madrid, Spain
| | - Luis Carrasco
- Centro de Biologia Molecular "Severo Ochoa," Universidad Autonoma de Madrid, 28049 Madrid, Spain
| | - Emiliano P Ricci
- Université de Lyon, ENSL, UCBL, CNRS, INSERM, LBMC, 46 Allée d'Italie, 69007 Lyon, France
| | - Vicent Pelechano
- SciLifeLab, Department of Microbiology, Tumor, and Cell Biology, Karolinska Institutet, 17165 Solna, Sweden
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK
| | - Bernd Fischer
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Shabaz Mohammed
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK; Department of Chemistry, Chemistry Research Laboratory, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Alfredo Castello
- Department of Biochemistry, University of Oxford, OX1 3QU Oxford, UK.
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10
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Avolio R, Järvelin AI, Mohammed S, Agliarulo I, Condelli V, Zoppoli P, Calice G, Sarnataro D, Bechara E, Tartaglia GG, Landriscina M, Castello A, Esposito F, Matassa DS. Protein Syndesmos is a novel RNA-binding protein that regulates primary cilia formation. Nucleic Acids Res 2018; 46:12067-12086. [PMID: 30260431 PMCID: PMC6294507 DOI: 10.1093/nar/gky873] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 09/12/2018] [Accepted: 09/18/2018] [Indexed: 12/24/2022] Open
Abstract
Syndesmos (SDOS) is a functionally poorly characterized protein that directly interacts with p53 binding protein 1 (53BP1) and regulates its recruitment to chromatin. We show here that SDOS interacts with another important cancer-linked protein, the chaperone TRAP1, associates with actively translating polyribosomes and represses translation. Moreover, we demonstrate that SDOS directly binds RNA in living cells. Combining individual gene expression profiling, nucleotide crosslinking and immunoprecipitation (iCLIP), and ribosome profiling, we discover several crucial pathways regulated post-transcriptionally by SDOS. Among them, we identify a small subset of mRNAs responsible for the biogenesis of primary cilium that have been linked to developmental and degenerative diseases, known as ciliopathies, and cancer. We discover that SDOS binds and regulates the translation of several of these mRNAs, controlling cilia development.
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Affiliation(s)
- Rosario Avolio
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, 80131 Napoli, Italy
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Shabaz Mohammed
- Proteomics Technology Development and Application, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Ilenia Agliarulo
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, 80131 Napoli, Italy
| | - Valentina Condelli
- Laboratory of Pre-clinical and Translational Research, IRCCS, Referral Cancer Center of Basilicata, 85028 Rionero in Vulture, Italy
| | - Pietro Zoppoli
- Laboratory of Pre-clinical and Translational Research, IRCCS, Referral Cancer Center of Basilicata, 85028 Rionero in Vulture, Italy
| | - Giovanni Calice
- Laboratory of Pre-clinical and Translational Research, IRCCS, Referral Cancer Center of Basilicata, 85028 Rionero in Vulture, Italy
| | - Daniela Sarnataro
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, 80131 Napoli, Italy
- Ceinge-Biotecnologie avanzate, s.c.a r.l., Via G. Salvatore 486, 80145, Napoli, Italy
| | - Elias Bechara
- Centre for Genomic Regulation (CRG), Dr. Aiguader St. 88, 08003 Barcelona, Spain
| | - Gian G Tartaglia
- Centre for Genomic Regulation (CRG), Dr. Aiguader St. 88, 08003 Barcelona, Spain
| | - Matteo Landriscina
- Laboratory of Pre-clinical and Translational Research, IRCCS, Referral Cancer Center of Basilicata, 85028 Rionero in Vulture, Italy
- Medical Oncology Unit, Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto 1, 7100 Foggia, Italy
| | - Alfredo Castello
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
| | - Franca Esposito
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, 80131 Napoli, Italy
| | - Danilo S Matassa
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Via S. Pansini 5, 80131 Napoli, Italy
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11
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Garcia-Moreno M, Järvelin AI, Castello A. Unconventional RNA-binding proteins step into the virus-host battlefront. Wiley Interdiscip Rev RNA 2018; 9:e1498. [PMID: 30091184 PMCID: PMC7169762 DOI: 10.1002/wrna.1498] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 06/01/2018] [Accepted: 06/05/2018] [Indexed: 12/15/2022]
Abstract
The crucial participation of cellular RNA‐binding proteins (RBPs) in virtually all steps of virus infection has been known for decades. However, most of the studies characterizing this phenomenon have focused on well‐established RBPs harboring classical RNA‐binding domains (RBDs). Recent proteome‐wide approaches have greatly expanded the census of RBPs, discovering hundreds of proteins that interact with RNA through unconventional RBDs. These domains include protein–protein interaction platforms, enzymatic cores, and intrinsically disordered regions. Here, we compared the experimentally determined census of RBPs to gene ontology terms and literature, finding that 472 proteins have previous links with viruses. We discuss what these proteins are and what their roles in infection might be. We also review some of the pioneering examples of unorthodox RBPs whose RNA‐binding activity has been shown to be critical for virus infection. Finally, we highlight the potential of these proteins for host‐based therapies against viruses. This article is categorized under:
RNA Interactions with Proteins and Other Molecules > Protein–RNA Interactions: Functional Implications RNA in Disease and Development > RNA in Disease RNA Interactions with Proteins and Other Molecules > RNA–Protein Complexes
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Affiliation(s)
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, Oxford, UK
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12
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Moore S, Järvelin AI, Davis I, Bond GL, Castello A. Expanding horizons: new roles for non-canonical RNA-binding proteins in cancer. Curr Opin Genet Dev 2017; 48:112-120. [PMID: 29216518 PMCID: PMC5894799 DOI: 10.1016/j.gde.2017.11.006] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 11/16/2017] [Accepted: 11/20/2017] [Indexed: 01/12/2023]
Abstract
Cancer development involves the stepwise accumulation of genetic lesions that overcome the normal regulatory pathways that prevent unconstrained cell division and tissue growth. Identification of the genetic changes that cause cancer has long been the subject of intensive study, leading to the identification of several RNA-binding proteins (RBPs) linked to cancer. Cross-reference of the complement of RBPs recently identified by RNA interactome capture with cancer-associated genes and biological processes led to the identification of a set of 411 proteins with potential implications in cancer biology. These involve a broad spectrum of cellular processes including response to stress, metabolism and cell adhesion. Future studies should aim to understand these proteins and their connection to cancer from an RNA-centred perspective, holding the promise of new mechanistic understanding of cancer formation and novel approaches to diagnosis and treatment.
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Affiliation(s)
- Samantha Moore
- Department of Biochemistry, University of Oxford, United Kingdom; Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Aino I Järvelin
- Department of Biochemistry, University of Oxford, United Kingdom
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, United Kingdom
| | - Gareth L Bond
- Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Alfredo Castello
- Department of Biochemistry, University of Oxford, United Kingdom.
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13
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Chen Y, Pai AA, Herudek J, Lubas M, Meola N, Järvelin AI, Andersson R, Pelechano V, Steinmetz LM, Jensen TH, Sandelin A. Principles for RNA metabolism and alternative transcription initiation within closely spaced promoters. Nat Genet 2016; 48:984-94. [PMID: 27455346 PMCID: PMC5008441 DOI: 10.1038/ng.3616] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 06/14/2016] [Indexed: 12/11/2022]
Abstract
Mammalian transcriptomes are complex and formed by extensive promoter activity. In addition, gene promoters are largely divergent and initiate transcription of reverse-oriented promoter upstream transcripts (PROMPTs). Although PROMPTs are commonly terminated early, influenced by polyadenylation sites, promoters often cluster so that the divergent activity of one might impact another. Here we found that the distance between promoters strongly correlates with the expression, stability and length of their associated PROMPTs. Adjacent promoters driving divergent mRNA transcription support PROMPT formation, but owing to polyadenylation site constraints, these transcripts tend to spread into the neighboring mRNA on the same strand. This mechanism to derive new alternative mRNA transcription start sites (TSSs) is also evident at closely spaced promoters supporting convergent mRNA transcription. We suggest that basic building blocks of divergently transcribed core promoter pairs, in combination with the wealth of TSSs in mammalian genomes, provide a framework with which evolution shapes transcriptomes.
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Affiliation(s)
- Yun Chen
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen, Denmark.,Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
| | - Athma A Pai
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Jan Herudek
- Centre for mRNP Biogenesis and Metabolism, Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Michal Lubas
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark.,Centre for mRNP Biogenesis and Metabolism, Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Nicola Meola
- Centre for mRNP Biogenesis and Metabolism, Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Aino I Järvelin
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Robin Andersson
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Vicent Pelechano
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Lars M Steinmetz
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany.,Stanford Genome Technology Center, Palo Alto, California, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Torben Heick Jensen
- Centre for mRNP Biogenesis and Metabolism, Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Albin Sandelin
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Copenhagen, Denmark.,Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark
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14
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Abstract
RNA-binding proteins play a key role in the regulation of all aspects of RNA metabolism, from the synthesis of RNA to its decay. Protein-RNA interactions have been thought to be mostly mediated by canonical RNA-binding domains that form stable secondary and tertiary structures. However, a number of pioneering studies over the past decades, together with recent proteome-wide data, have challenged this view, revealing surprising roles for intrinsically disordered protein regions in RNA binding. Here, we discuss how disordered protein regions can mediate protein-RNA interactions, conceptually grouping these regions into RS-rich, RG-rich, and other basic sequences, that can mediate both specific and non-specific interactions with RNA. Disordered regions can also influence RNA metabolism through protein aggregation and hydrogel formation. Importantly, protein-RNA interactions mediated by disordered regions can influence nearly all aspects of co- and post-transcriptional RNA processes and, consequently, their disruption can cause disease. Despite growing interest in disordered protein regions and their roles in RNA biology, their mechanisms of binding, regulation, and physiological consequences remain poorly understood. In the coming years, the study of these unorthodox interactions will yield important insights into RNA regulation in cellular homeostasis and disease.
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Affiliation(s)
- Aino I. Järvelin
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU UK
| | - Marko Noerenberg
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU UK
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU UK
| | - Alfredo Castello
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU UK
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15
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Velten L, Anders S, Pekowska A, Järvelin AI, Huber W, Pelechano V, Steinmetz LM. Single-cell polyadenylation site mapping reveals 3' isoform choice variability. Mol Syst Biol 2015; 11:812. [PMID: 26040288 PMCID: PMC4501847 DOI: 10.15252/msb.20156198] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Cell-to-cell variability in gene expression is important for many processes in biology, including embryonic development and stem cell homeostasis. While heterogeneity of gene expression levels has been extensively studied, less attention has been paid to mRNA polyadenylation isoform choice. 3′ untranslated regions regulate mRNA fate, and their choice is tightly controlled during development, but how 3′ isoform usage varies within genetically and developmentally homogeneous cell populations has not been explored. Here, we perform genome-wide quantification of polyadenylation site usage in single mouse embryonic and neural stem cells using a novel single-cell transcriptomic method, BATSeq. By applying BATBayes, a statistical framework for analyzing single-cell isoform data, we find that while the developmental state of the cell globally determines isoform usage, single cells from the same state differ in the choice of isoforms. Notably this variation exceeds random selection with equal preference in all cells, a finding that was confirmed by RNA FISH data. Variability in 3′ isoform choice has potential implications on functional cell-to-cell heterogeneity as well as utility in resolving cell populations.
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Affiliation(s)
- Lars Velten
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Simon Anders
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Aleksandra Pekowska
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Aino I Järvelin
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Wolfgang Huber
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Vicent Pelechano
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Lars M Steinmetz
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany Stanford Genome Technology Center, Palo Alto, CA, USA Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
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16
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Gupta I, Clauder-Münster S, Klaus B, Järvelin AI, Aiyar RS, Benes V, Wilkening S, Huber W, Pelechano V, Steinmetz LM. Alternative polyadenylation diversifies post-transcriptional regulation by selective RNA-protein interactions. Mol Syst Biol 2014; 10:719. [PMID: 24569168 PMCID: PMC4023391 DOI: 10.1002/msb.135068] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Recent research has uncovered extensive variability in the boundaries of transcript isoforms, yet the functional consequences of this variation remain largely unexplored. Here, we systematically discriminate between the molecular phenotypes of overlapping coding and non‐coding transcriptional events from each genic locus using a novel genome‐wide, nucleotide‐resolution technique to quantify the half‐lives of 3′ transcript isoforms in yeast. Our results reveal widespread differences in stability among isoforms for hundreds of genes in a single condition, and that variation of even a single nucleotide in the 3′ untranslated region (UTR) can affect transcript stability. While previous instances of negative associations between 3′ UTR length and transcript stability have been reported, here, we find that shorter isoforms are not necessarily more stable. We demonstrate the role of RNA‐protein interactions in conditioning isoform‐specific stability, showing that PUF3 binds and destabilizes specific polyadenylation isoforms. Our findings indicate that although the functional elements of a gene are encoded in DNA sequence, the selective incorporation of these elements into RNA through transcript boundary variation allows a single gene to have diverse functional consequences.
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Affiliation(s)
- Ishaan Gupta
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
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17
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Wilkening S, Pelechano V, Järvelin AI, Tekkedil MM, Anders S, Benes V, Steinmetz LM. An efficient method for genome-wide polyadenylation site mapping and RNA quantification. Nucleic Acids Res 2013; 41:e65. [PMID: 23295673 PMCID: PMC3597643 DOI: 10.1093/nar/gks1249] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The use of alternative poly(A) sites is common and affects the post-transcriptional fate of mRNA, including its stability, subcellular localization and translation. Here, we present a method to identify poly(A) sites in a genome-wide and strand-specific manner. This method, termed 3′T-fill, initially fills in the poly(A) stretch with unlabeled dTTPs, allowing sequencing to start directly after the poly(A) tail into the 3′-untranslated regions (UTR). Our comparative analysis demonstrates that it outperforms existing protocols in quality and throughput and accurately quantifies RNA levels as only one read is produced from each transcript. We use this method to characterize the diversity of polyadenylation in Saccharomyces cerevisiae, showing that alternative RNA molecules are present even in a genetically identical cell population. Finally, we observe that overlap of convergent 3′-UTRs is frequent but sharply limited by coding regions, suggesting factors that restrict compression of the yeast genome.
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Affiliation(s)
- Stefan Wilkening
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
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18
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Mende DR, Waller AS, Sunagawa S, Järvelin AI, Chan MM, Arumugam M, Raes J, Bork P. Assessment of metagenomic assembly using simulated next generation sequencing data. PLoS One 2012; 7:e31386. [PMID: 22384016 PMCID: PMC3285633 DOI: 10.1371/journal.pone.0031386] [Citation(s) in RCA: 152] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2011] [Accepted: 01/06/2012] [Indexed: 12/26/2022] Open
Abstract
Due to the complexity of the protocols and a limited knowledge of the nature of microbial communities, simulating metagenomic sequences plays an important role in testing the performance of existing tools and data analysis methods with metagenomic data. We developed metagenomic read simulators with platform-specific (Sanger, pyrosequencing, Illumina) base-error models, and simulated metagenomes of differing community complexities. We first evaluated the effect of rigorous quality control on Illumina data. Although quality filtering removed a large proportion of the data, it greatly improved the accuracy and contig lengths of resulting assemblies. We then compared the quality-trimmed Illumina assemblies to those from Sanger and pyrosequencing. For the simple community (10 genomes) all sequencing technologies assembled a similar amount and accurately represented the expected functional composition. For the more complex community (100 genomes) Illumina produced the best assemblies and more correctly resembled the expected functional composition. For the most complex community (400 genomes) there was very little assembly of reads from any sequencing technology. However, due to the longer read length the Sanger reads still represented the overall functional composition reasonably well. We further examined the effect of scaffolding of contigs using paired-end Illumina reads. It dramatically increased contig lengths of the simple community and yielded minor improvements to the more complex communities. Although the increase in contig length was accompanied by increased chimericity, it resulted in more complete genes and a better characterization of the functional repertoire. The metagenomic simulators developed for this research are freely available.
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Affiliation(s)
| | | | | | | | - Michelle M. Chan
- Computational and Systems Biology Program, Massachusetts Institute of Technology, Cambridge Massachusetts, United States of America
| | | | - Jeroen Raes
- VIB, Vrije Universiteit Brussel, Brussels, Belgium
| | - Peer Bork
- European Molecular Biology Laboratory, Heidelberg, Germany
- Max Delbrück Centre for Molecular Medicine, Berlin, Germany
- * E-mail:
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19
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Wei W, Pelechano V, Järvelin AI, Steinmetz LM. Functional consequences of bidirectional promoters. Trends Genet 2011; 27:267-76. [PMID: 21601935 PMCID: PMC3123404 DOI: 10.1016/j.tig.2011.04.002] [Citation(s) in RCA: 164] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2011] [Revised: 04/20/2011] [Accepted: 04/20/2011] [Indexed: 02/07/2023]
Abstract
Several studies have shown that promoters of protein-coding genes are origins of pervasive non-coding RNA transcription and can initiate transcription in both directions. However, only recently have researchers begun to elucidate the functional implications of this bidirectionality and non-coding RNA production. Increasing evidence indicates that non-coding transcription at promoters influences the expression of protein-coding genes, revealing a new layer of transcriptional regulation. This regulation acts at multiple levels, from modifying local chromatin to enabling regional signal spreading and more distal regulation. Moreover, the bidirectional activity of a promoter is regulated at multiple points during transcription, giving rise to diverse types of transcripts.
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Affiliation(s)
| | | | | | - Lars M. Steinmetz
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
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