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Vila-Sanjurjo A, Juarez D, Loyola S, Torres M, Leguia M. Minority Gene Expression Profiling: Probing the Genetic Signatures of Pathogenesis Using Ribosome Profiling. J Infect Dis 2020; 221:S341-S357. [PMID: 32221545 DOI: 10.1093/infdis/jiz565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Minority Gene Expression Profiling (MGEP) refers to a scenario where the expression profiles of specific genes of interest are concentrated in a small cellular pool that is embedded within a larger, non-expressive pool. An example of this is the analysis of disease-related genes within sub-populations of blood or biopsied tissues. These systems are characterized by low signal-to-noise ratios that make it difficult, if not impossible, to uncover the desired signatures of pathogenesis in the absence of lengthy, and often problematic, technical manipulations. We have adapted ribosome profiling (RP) workflows from the Illumina to the Ion Proton platform and used them to analyze signatures of pathogenesis in an MGEP model system consisting of human cells eliciting <3% productive dengue infection. We find that RP is powerful enough to identify relevant responses of differentially expressed genes, even in the presence of significant noise. We discuss how to deal with sources of unwanted variation, and propose ways to further improve this powerful approach to the study of pathogenic signatures within MGEP systems.
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Affiliation(s)
- Antón Vila-Sanjurjo
- Grupo GIBE, Departamento de Bioloxía and Centro de Investigacións Científicas Avanzadas (CICA), Universidade da Coruña (UDC), A Coruña, Spain
| | - Diana Juarez
- Genomics Laboratory, Pontificia Universidad Católica del Perú (PUCP), Lima, Peru.,Virology & Emerging Infections Department, U.S. Naval Medical Research Unit No. 6, Lima, Peru
| | - Steev Loyola
- Virology & Emerging Infections Department, U.S. Naval Medical Research Unit No. 6, Lima, Peru
| | - Michael Torres
- Virology & Emerging Infections Department, U.S. Naval Medical Research Unit No. 6, Lima, Peru
| | - Mariana Leguia
- Genomics Laboratory, Pontificia Universidad Católica del Perú (PUCP), Lima, Peru.,Virology & Emerging Infections Department, U.S. Naval Medical Research Unit No. 6, Lima, Peru
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52
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Macchietto MG, Langlois RA, Shen SS. Virus-induced transposable element expression up-regulation in human and mouse host cells. Life Sci Alliance 2020; 3:3/2/e201900536. [PMID: 31964680 PMCID: PMC6977392 DOI: 10.26508/lsa.201900536] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 01/09/2020] [Accepted: 01/10/2020] [Indexed: 12/18/2022] Open
Abstract
Genome-wide transposon expression up-regulation in host cells regardless of virus, species, and host cell tissue types occurs early during viral infection and likely contributes to promoting the host innate immune response. Virus–host cell interactions initiate a host cell–defensive response during virus infection. How transposable elements in the host cell respond to viral stress at the molecular level remains largely unclear. By reanalyzing next generation sequencing data sets from dozens of virus infection studies from the Gene Expression Omnibus database, we found that genome-wide transposon expression up-regulation in host cells occurs near antiviral response genes and exists in all studies regardless of virus, species, and host cell tissue types. Some transposons were found to be up-regulated almost immediately upon infection and before increases in virus replication and significant increases in interferon β expression. These findings indicate that transposon up-regulation is a common phenomenon during virus infection in human and mouse and that early up-regulated transposons are part of the first wave response during virus infection.
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Affiliation(s)
| | - Ryan A Langlois
- Biochemistry, Molecular Biology and Biophysics Graduate Program, University of Minnesota, Minneapolis, MN, USA
| | - Steven S Shen
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, USA .,Clinical Translational Science Institute, University of Minnesota, Minneapolis, MN, USA
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53
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Wang X, Hennig T, Whisnant AW, Erhard F, Prusty BK, Friedel CC, Forouzmand E, Hu W, Erber L, Chen Y, Sandri-Goldin RM, Dölken L, Shi Y. Herpes simplex virus blocks host transcription termination via the bimodal activities of ICP27. Nat Commun 2020; 11:293. [PMID: 31941886 PMCID: PMC6962326 DOI: 10.1038/s41467-019-14109-x] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 12/11/2019] [Indexed: 02/07/2023] Open
Abstract
Infection by viruses, including herpes simplex virus-1 (HSV-1), and cellular stresses cause widespread disruption of transcription termination (DoTT) of RNA polymerase II (RNAPII) in host genes. However, the underlying mechanisms remain unclear. Here, we demonstrate that the HSV-1 immediate early protein ICP27 induces DoTT by directly binding to the essential mRNA 3' processing factor CPSF. It thereby induces the assembly of a dead-end 3' processing complex, blocking mRNA 3' cleavage. Remarkably, ICP27 also acts as a sequence-dependent activator of mRNA 3' processing for viral and a subset of host transcripts. Our results unravel a bimodal activity of ICP27 that plays a key role in HSV-1-induced host shutoff and identify CPSF as an important factor that mediates regulation of transcription termination. These findings have broad implications for understanding the regulation of transcription termination by other viruses, cellular stress and cancer.
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Affiliation(s)
- Xiuye Wang
- Department of Microbiology and Molecular Genetics, School of Medicine, University of California, Irvine, Irvine, CA, 92697, USA
| | - Thomas Hennig
- Institute for Virology and Immunobiology, Julius-Maximilians-University Würzburg, Würzburg, Germany
| | - Adam W Whisnant
- Institute for Virology and Immunobiology, Julius-Maximilians-University Würzburg, Würzburg, Germany
| | - Florian Erhard
- Institute for Virology and Immunobiology, Julius-Maximilians-University Würzburg, Würzburg, Germany
| | - Bhupesh K Prusty
- Institute for Virology and Immunobiology, Julius-Maximilians-University Würzburg, Würzburg, Germany
| | - Caroline C Friedel
- Institute of Informatics, Ludwig-Maximilians-Universität München, München, Germany
| | - Elmira Forouzmand
- Institute for Genomics and Bioinformatics, University of California, Irvine, Irvine, CA, 92697, USA
- Department of Computer Science, University of California, Irvine, Irvine, CA, 92697, USA
| | - William Hu
- Department of Microbiology and Molecular Genetics, School of Medicine, University of California, Irvine, Irvine, CA, 92697, USA
| | - Luke Erber
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences, University of Minnesota, Saint Paul, MN, 55018, USA
| | - Yue Chen
- Department of Biochemistry, Molecular Biology, and Biophysics, College of Biological Sciences, University of Minnesota, Saint Paul, MN, 55018, USA
| | - Rozanne M Sandri-Goldin
- Department of Microbiology and Molecular Genetics, School of Medicine, University of California, Irvine, Irvine, CA, 92697, USA.
| | - Lars Dölken
- Institute for Virology and Immunobiology, Julius-Maximilians-University Würzburg, Würzburg, Germany.
- Helmholtz Institute for RNA-based Infection Research, Würzburg, Germany.
| | - Yongsheng Shi
- Department of Microbiology and Molecular Genetics, School of Medicine, University of California, Irvine, Irvine, CA, 92697, USA.
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54
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Himanen SV, Sistonen L. New insights into transcriptional reprogramming during cellular stress. J Cell Sci 2019; 132:132/21/jcs238402. [PMID: 31676663 DOI: 10.1242/jcs.238402] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Cellular stress triggers reprogramming of transcription, which is required for the maintenance of homeostasis under adverse growth conditions. Stress-induced changes in transcription include induction of cyto-protective genes and repression of genes related to the regulation of the cell cycle, transcription and metabolism. Induction of transcription is mediated through the activation of stress-responsive transcription factors that facilitate the release of stalled RNA polymerase II and so allow for transcriptional elongation. Repression of transcription, in turn, involves components that retain RNA polymerase II in a paused state on gene promoters. Moreover, transcription during stress is regulated by a massive activation of enhancers and complex changes in chromatin organization. In this Review, we highlight the latest research regarding the molecular mechanisms of transcriptional reprogramming upon stress in the context of specific proteotoxic stress responses, including the heat-shock response, unfolded protein response, oxidative stress response and hypoxia response.
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Affiliation(s)
- Samu V Himanen
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Tykistökatu 6, 20520 Turku, Finland.,Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, 20520 Turku, Finland
| | - Lea Sistonen
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, Tykistökatu 6, 20520 Turku, Finland .,Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, 20520 Turku, Finland
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55
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Identification and characterization of a novel group of natural anti-sense transcripts from RNA1.2 gene locus of human cytomegalovirus. Chin Med J (Engl) 2019; 132:1591-1598. [PMID: 31205077 PMCID: PMC6616230 DOI: 10.1097/cm9.0000000000000299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Background: Natural anti-sense transcripts (NATs), which are transcribed from the complementary DNA strand of annotated genes, exert regulatory function of gene expression. Increasing studies recognized anti-sense transcription widespread throughout human cytomegalovirus (HCMV) genome, whereas the anti-sense transcription of RNA1.2 gene locus has never been investigated. In this study, the transcription of the RNA1.2 anti-sense strand was investigated in clinically isolated HCMV strain. Methods: Strand-specific high-through RNA-sequencing (RNA-seq) was performed to find possible anti-sense transcripts (ASTs). For analyzing and visualization of RNA-seq data sets, Integrative Genomics Viewer software was applied. To confirm these possibilities, Northern blotting and rapid amplification of cDNA ends (RACE) were used. Results: Transcription of the opposite strand of RNA1.2 gene locus was detected by RNA-sequencing using RNAs extracted from human embryonic lung fibroblasts infected with HCMV clinical isolate HAN. At least three HCMV NATs, named RNA1.2 AST 1, RNA1.2 AST2, and RNA1.2 AST3, were characterized by Northern blotting and RACE analyses. These RNA1.2 ASTs orientated from the complementary strand of RNA1.2 locus during the late phase of HCMV infection. The 5′- and 3′-termini of these transcripts were located within the opposite sequence of the predicted RNA1.2 gene. Conclusion: A cluster of novel NATs was transcribed from the opposite sequence of the HCMV RNA1.2 gene region.
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56
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Drayman N, Patel P, Vistain L, Tay S. HSV-1 single-cell analysis reveals the activation of anti-viral and developmental programs in distinct sub-populations. eLife 2019; 8:e46339. [PMID: 31090537 PMCID: PMC6570482 DOI: 10.7554/elife.46339] [Citation(s) in RCA: 98] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 05/11/2019] [Indexed: 12/12/2022] Open
Abstract
Viral infection is usually studied at the population level by averaging over millions of cells. However, infection at the single-cell level is highly heterogeneous, with most infected cells giving rise to no or few viral progeny while some cells produce thousands. Analysis of Herpes Simplex virus 1 (HSV-1) infection by population-averaged measurements has taught us a lot about the course of viral infection, but has also produced contradictory results, such as the concurrent activation and inhibition of type I interferon signaling during infection. Here, we combine live-cell imaging and single-cell RNA sequencing to characterize viral and host transcriptional heterogeneity during HSV-1 infection of primary human cells. We find extreme variability in the level of viral gene expression among individually infected cells and show that these cells cluster into transcriptionally distinct sub-populations. We find that anti-viral signaling is initiated in a rare group of abortively infected cells, while highly infected cells undergo cellular reprogramming to an embryonic-like transcriptional state. This reprogramming involves the recruitment of β-catenin to the host nucleus and viral replication compartments, and is required for late viral gene expression and progeny production. These findings uncover the transcriptional differences in cells with variable infection outcomes and shed new light on the manipulation of host pathways by HSV-1.
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Affiliation(s)
- Nir Drayman
- Institute for Molecular EngineeringThe University of ChicagoChicagoUnited States
- Institute for Genomics and Systems BiologyThe University of ChicagoChicagoUnited States
| | - Parthiv Patel
- Institute for Molecular EngineeringThe University of ChicagoChicagoUnited States
- Institute for Genomics and Systems BiologyThe University of ChicagoChicagoUnited States
| | - Luke Vistain
- Institute for Molecular EngineeringThe University of ChicagoChicagoUnited States
- Institute for Genomics and Systems BiologyThe University of ChicagoChicagoUnited States
| | - Savaş Tay
- Institute for Molecular EngineeringThe University of ChicagoChicagoUnited States
- Institute for Genomics and Systems BiologyThe University of ChicagoChicagoUnited States
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57
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Depledge DP, Srinivas KP, Sadaoka T, Bready D, Mori Y, Placantonakis DG, Mohr I, Wilson AC. Direct RNA sequencing on nanopore arrays redefines the transcriptional complexity of a viral pathogen. Nat Commun 2019; 10:754. [PMID: 30765700 PMCID: PMC6376126 DOI: 10.1038/s41467-019-08734-9] [Citation(s) in RCA: 137] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 01/25/2019] [Indexed: 12/18/2022] Open
Abstract
Characterizing complex viral transcriptomes by conventional RNA sequencing approaches is complicated by high gene density, overlapping reading frames, and complex splicing patterns. Direct RNA sequencing (direct RNA-seq) using nanopore arrays offers an exciting alternative whereby individual polyadenylated RNAs are sequenced directly, without the recoding and amplification biases inherent to other sequencing methodologies. Here we use direct RNA-seq to profile the herpes simplex virus type 1 (HSV-1) transcriptome during productive infection of primary cells. We show how direct RNA-seq data can be used to define transcription initiation and RNA cleavage sites associated with all polyadenylated viral RNAs and demonstrate that low level read-through transcription produces a novel class of chimeric HSV-1 transcripts, including a functional mRNA encoding a fusion of the viral E3 ubiquitin ligase ICP0 and viral membrane glycoprotein L. Thus, direct RNA-seq offers a powerful method to characterize the changing transcriptional landscape of viruses with complex genomes.
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Affiliation(s)
- Daniel P Depledge
- Department of Microbiology, New York University School of Medicine, New York, NY, 10016, USA.
| | | | - Tomohiko Sadaoka
- Division of Clinical Virology, Center for Infectious Diseases, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Devin Bready
- Department of Neurosurgery, New York University School of Medicine, New York, NY, 10016, USA
| | - Yasuko Mori
- Division of Clinical Virology, Center for Infectious Diseases, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Dimitris G Placantonakis
- Department of Neurosurgery, New York University School of Medicine, New York, NY, 10016, USA
- Kimmel Center for Stem Cell Biology, New York University School of Medicine, New York, NY, 10016, USA
- Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, 10016, USA
- Brain Tumor Center, New York University School of Medicine, New York, NY, 10016, USA
- Neuroscience Institute, New York University School of Medicine, New York, NY, 10016, USA
| | - Ian Mohr
- Department of Microbiology, New York University School of Medicine, New York, NY, 10016, USA
- Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, 10016, USA
| | - Angus C Wilson
- Department of Microbiology, New York University School of Medicine, New York, NY, 10016, USA.
- Laura and Isaac Perlmutter Cancer Center, New York University School of Medicine, New York, NY, 10016, USA.
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58
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Heat Shock Causes a Reversible Increase in RNA Polymerase II Occupancy Downstream of mRNA Genes, Consistent with a Global Loss in Transcriptional Termination. Mol Cell Biol 2018; 38:MCB.00181-18. [PMID: 29967245 DOI: 10.1128/mcb.00181-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 06/25/2018] [Indexed: 12/17/2022] Open
Abstract
Cellular transcriptional programs are tightly controlled but can profoundly change in response to environmental challenges or stress. Here we describe global changes in mammalian RNA polymerase II (Pol II) occupancy at mRNA genes in response to heat shock and after recovery from the stress. After a short heat shock, Pol II occupancy across thousands of genes decreased, consistent with widespread transcriptional repression, whereas Pol II occupancy increased at a small number of genes in a manner consistent with activation. Most striking, however, was loss of the Pol II peak near the 3' ends of mRNA genes, coupled to a gain in polymerase occupancy extending tens of kilobases downstream of 3' ends. Typical patterns of 3' end occupancy were largely restored 60 min after cells returned to normal growth temperatures. These changes in polymerase occupancy revealed a heat shock-induced loss of normal termination, which was potent, global, and reversible. The occupancy of the termination factor CPSF73 at the 3' ends of representative genes was reduced after heat shock, suggesting a mechanism for impaired termination. The data support a model in which heat shock induces widespread repression of transcriptional initiation and loss of transcription termination, which reverses as cells return to homeostasis.
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