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Leblanc S, Brunet MA. Modelling of pathogen-host systems using deeper ORF annotations and transcriptomics to inform proteomics analyses. Comput Struct Biotechnol J 2020; 18:2836-2850. [PMID: 33133425 PMCID: PMC7585943 DOI: 10.1016/j.csbj.2020.10.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 10/07/2020] [Accepted: 10/08/2020] [Indexed: 01/08/2023] Open
Abstract
The Zika virus is a flavivirus that can cause fulminant outbreaks and lead to Guillain-Barré syndrome, microcephaly and fetal demise. Like other flaviviruses, the Zika virus is transmitted by mosquitoes and provokes neurological disorders. Despite its risk to public health, no antiviral nor vaccine are currently available. In the recent years, several studies have set to identify human host proteins interacting with Zika viral proteins to better understand its pathogenicity. Yet these studies used standard human protein sequence databases. Such databases rely on genome annotations, which enforce a minimal open reading frame (ORF) length criterion. An ever-increasing number of studies have demonstrated the shortcomings of such annotation, which overlooks thousands of functional ORFs. Here we show that the use of a customized database including currently non-annotated proteins led to the identification of 4 alternative proteins as interactors of the viral capsid and NS4A proteins. Furthermore, 12 alternative proteins were identified in the proteome profiling of Zika infected monocytes, one of which was significantly up-regulated. This study presents a computational framework for the re-analysis of proteomics datasets to better investigate the viral-host protein interplays upon infection with the Zika virus.
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Key Words
- AP-MS, affinity-purification mass spectrometry
- Alternative ORFs
- DEP, differentially expressed proteins
- FDR, false discovery rate
- FPKM, fragments per kilobase of exon model per million reads mapped
- Flavivirus
- HCIP, highly confident interacting proteins
- HCMV, human cytomegalovirus
- LFQ, label free quantification
- MS, mass spectrometry
- ORF, open reading frame
- PSM, peptide spectrum match
- Protein network
- Proteogenomics
- Proteome profiling
- ZIKV, Zika virus
- Zika
- altProt, alternative protein
- ncRNA, non-coding RNA
- sORF, small open reading frame
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Affiliation(s)
- Sebastien Leblanc
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec, Canada
- PROTEO, Quebec Network for Research on Protein Function, Structure, and Engineering, Canada
| | - Marie A. Brunet
- Department of Biochemistry and Functional Genomics, Université de Sherbrooke, Sherbrooke, Québec, Canada
- PROTEO, Quebec Network for Research on Protein Function, Structure, and Engineering, Canada
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Hensel N, Raker V, Förthmann B, Buch A, Sodeik B, Pich A, Claus P. The Proteome and Secretome of Cortical Brain Cells Infected With Herpes Simplex Virus. Front Neurol 2020; 11:844. [PMID: 32973653 PMCID: PMC7481480 DOI: 10.3389/fneur.2020.00844] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 07/07/2020] [Indexed: 01/22/2023] Open
Abstract
Infections of the brain with herpes simplex virus type 1 (HSV-1) cause life-threatening Herpes simplex encephalitis (HSE) characterized by viral replication in neurons and neuro-inflammation including an infiltration of peripheral immune cells. HSV-1 reprograms host cells to foster its own replication and for immune evasion, but eventually the immune responses clear the infection in most patients. However, many survivors suffer from long-term neuronal damage and cannot regenerate all brain functions. HSV-1 influences the physiology of neurons, astrocytes, oligodendrocytes and microglia, and significantly changes their protein expression and secretion pattern. To characterize temporal changes upon HSV-1 infection in detail, we inoculated mixed primary cultures of the murine brain cortex, and performed quantitative mass spectrometry analyses of the cell-associated proteome and the secretome. We identified 28 differentially regulated host proteins influencing inflammasome formation and intracellular vesicle trafficking during endocytosis and secretion. The NIMA-related kinase 7 (NEK7), a critical component of the inflammasome, and ArfGap1, a regulator of endocytosis, were significantly up-regulated upon HSV-1 infection. In the secretome, we identified 71 proteins including guidance cues regulating axonal regeneration, such as semaphorin6D, which were enriched in the conditioned media of HSV-1 infected cells. Modulation of inflammasome activity and intracellular membrane traffic are critical for HSV-1 cell entry, virus assembly, and intracellular spread. Our proteome analysis provides first clues on host factors that might dampen the inflammasome response and modulate intracellular vesicle transport to promote HSV infection of the brain. Furthermore, our secretome analysis revealed a set of proteins involved in neuroregeneration that might foster neuronal repair processes to restore brain functions after clearance of an HSV-1 infection.
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Affiliation(s)
- Niko Hensel
- Institute of Neuroanatomy and Cell Biology, Hannover Medical School, Hanover, Germany.,Niedersachsen-Research Network on Neuroinfectiology (N-RENNT), Hanover, Germany.,Center for Systems Neuroscience (ZSN), Hanover, Germany
| | - Verena Raker
- Institute of Neuroanatomy and Cell Biology, Hannover Medical School, Hanover, Germany.,Niedersachsen-Research Network on Neuroinfectiology (N-RENNT), Hanover, Germany.,Center for Systems Neuroscience (ZSN), Hanover, Germany
| | - Benjamin Förthmann
- Institute of Neuroanatomy and Cell Biology, Hannover Medical School, Hanover, Germany.,Niedersachsen-Research Network on Neuroinfectiology (N-RENNT), Hanover, Germany.,Center for Systems Neuroscience (ZSN), Hanover, Germany
| | - Anna Buch
- Niedersachsen-Research Network on Neuroinfectiology (N-RENNT), Hanover, Germany.,Institute of Virology, Hannover Medical School, Hanover, Germany
| | - Beate Sodeik
- Niedersachsen-Research Network on Neuroinfectiology (N-RENNT), Hanover, Germany.,Center for Systems Neuroscience (ZSN), Hanover, Germany.,Institute of Virology, Hannover Medical School, Hanover, Germany.,DZIF-German Centre for Infection Research, Partner Site Hannover-Braunschweig, Hanover, Germany
| | - Andreas Pich
- Institute for Toxicology, Hannover Medical School, Hanover, Germany.,Core Facility Proteomics, Hannover Medical School, Hanover, Germany
| | - Peter Claus
- Institute of Neuroanatomy and Cell Biology, Hannover Medical School, Hanover, Germany.,Niedersachsen-Research Network on Neuroinfectiology (N-RENNT), Hanover, Germany.,Center for Systems Neuroscience (ZSN), Hanover, Germany
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3
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A Subcellular Quantitative Proteomic Analysis of Herpes Simplex Virus Type 1-Infected HEK 293T Cells. Molecules 2019; 24:molecules24234215. [PMID: 31757042 PMCID: PMC6930547 DOI: 10.3390/molecules24234215] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 11/15/2019] [Accepted: 11/16/2019] [Indexed: 12/31/2022] Open
Abstract
Herpes simplex virus type 1 (HSV-1) is widespread double-stranded DNA (dsDNA) virus that establishes life-long latency and causes diverse severe symptoms. The mechanisms of HSV-1 infection and HSV-1’s interactions with various host cells have been studied and reviewed extensively. Type I interferons were secreted by host cells upon HSV infection and play a vital role in controlling virus proliferation. A few studies, however, have focused on HSV-1 infection without the presence of interferon (IFN) signaling. In this study, HEK 293T cells with low toll-like receptor (TLR) and stimulator of interferon genes protein (STING) expression were infected with HSV-1 and subjected to a quantitative proteomic analysis. By using a subcellular fractionation strategy and high-performance mass spectrometry, a total of 6607 host proteins were quantified, of which 498 proteins were differentially regulated. A bioinformatics analysis indicated that multiple signaling pathways might be involved in HSV-1 infection. A further functional study indicated the role of Interferon-induced transmembrane protein 3 (IFITM3), Coiled-coil-helix-coiled-coil-helix domain-containing protein 2 (CHCHD2), and Tripartite motif-containing protein 27 (TRIM27) in inhibiting viral DNA replication and proliferation. Our data provide a global view of host responses to HSV-1 infection in HEK 293T cells and identify the proteins involved in the HSV-1 infection process.
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Nayak TK, Mamidi P, Sahoo SS, Kumar PS, Mahish C, Chatterjee S, Subudhi BB, Chattopadhyay S, Chattopadhyay S. P38 and JNK Mitogen-Activated Protein Kinases Interact With Chikungunya Virus Non-structural Protein-2 and Regulate TNF Induction During Viral Infection in Macrophages. Front Immunol 2019; 10:786. [PMID: 31031770 PMCID: PMC6473476 DOI: 10.3389/fimmu.2019.00786] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 03/25/2019] [Indexed: 02/02/2023] Open
Abstract
Chikungunya virus (CHIKV), a mosquito-borne Alphavirus, is endemic in different parts of the globe. The host macrophages are identified as the major cellular reservoirs of CHIKV during infection and this virus triggers robust TNF production in the host macrophages, which might be a key mediator of virus induced inflammation. However, the molecular mechanism underneath TNF induction is not understood yet. Accordingly, the Raw264.7 cells, a mouse macrophage cell line, were infected with CHIKV to address the above-mentioned question. It was observed that CHIKV induces both p38 and JNK phosphorylation in macrophages in a time-dependent manner and p-p38 inhibitor, SB203580 is effective in reducing infection even at lower concentration as compared to the p-JNK inhibitor, SP600125. However, inhibition of p-p38 and p-JNK decreased CHIKV induced TNF production in the host macrophages. Moreover, CHIKV induced macrophage derived TNF was found to facilitate TCR driven T cell activation. Additionally, it was noticed that the expressions of key transcription factors involved mainly in antiviral responses (p-IRF3) and TNF production (p-c-jun) were induced significantly in the CHIKV infected macrophages as compared to the corresponding mock cells. Further, it was demonstrated that CHIKV mediated TNF production in the macrophages is dependent on p38 and JNK MAPK pathways linking p-c-jun transcription factor. Interestingly, it was found that CHIKV nsP2 interacts with both p-p38 and p-JNK MAPKs in the macrophages. This observation was supported by the in silico protein-protein docking analysis which illustrates the specific amino acids responsible for the nsP2-MAPKs interactions. A strong polar interaction was predicted between Thr-180 (within the phosphorylation lip) of p38 and Gln-273 of nsP2, whereas, no such polar interaction was predicted for the phosphorylation lip of JNK which indicates the differential roles of p-p38 and p-JNK during CHIKV infection in the host macrophages. In summary, for the first time it has been shown that CHIKV triggers robust TNF production in the host macrophages via both p-p38 and p-JNK/p-c-jun pathways and the interaction of viral protein, nsP2 with these MAPKs during infection. Hence, this information might shed light in rationale-based drug designing strategies toward a possible control measure of CHIKV infection in future.
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Affiliation(s)
- Tapas Kumar Nayak
- School of Biological Sciences, National Institute of Science Education and Research, HBNI, Bhubaneswar, India
| | - Prabhudutta Mamidi
- Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, India
| | - Subhransu Sekhar Sahoo
- School of Biological Sciences, National Institute of Science Education and Research, HBNI, Bhubaneswar, India
| | - P Sanjai Kumar
- School of Biological Sciences, National Institute of Science Education and Research, HBNI, Bhubaneswar, India
| | - Chandan Mahish
- School of Biological Sciences, National Institute of Science Education and Research, HBNI, Bhubaneswar, India
| | | | - Bharat Bhusan Subudhi
- School of Pharmaceutical Sciences, Siksha O Anusandhan University, Bhubaneswar, India
| | - Soma Chattopadhyay
- Infectious Disease Biology, Institute of Life Sciences, Bhubaneswar, India
| | - Subhasis Chattopadhyay
- School of Biological Sciences, National Institute of Science Education and Research, HBNI, Bhubaneswar, India
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5
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Novel replicons and trans-encapsidation systems for Hepatitis C Virus proteins live imaging and virus-host interaction proteomics. J Virol Methods 2017; 246:42-50. [PMID: 28438609 DOI: 10.1016/j.jviromet.2017.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 03/22/2017] [Accepted: 04/18/2017] [Indexed: 12/17/2022]
Abstract
Proteomics and imaging techniques are used more and more in tandem to investigate the virus-host interaction. Herein we present novel replicons, methods and trans-encapsidation systems suitable for determination of Hepatitis C Virus (HCV) proteins interactomes and live imaging of viral proteins dynamics in HCV cell culture (HCVcc) system. To identify endogenous factors involved in the HCV life cycle, we constructed full-length functional replicons with affinity purification (AP) tags fused to NS2 and NS5A proteins. Viral-host interactomes were determined and validated in HCVcc system. To investigate the dynamics of viral-host interactions, we developed a core-inducible packaging cell line which trans-encapsidates various subgenomic replicons suitable for AP in replication and assembly stages. Further, a transient trans-encapsidation system was developed for live imaging of the NS5A viral protein in replication and assembly steps, respectively. The NS5A dynamics was determined also in the full-length HCV replicon system. The analysis of NS5A dynamics showed a decreased mobility of the protein in assembly versus the replication step. The tools presented herein will allow the investigation of HCV-host interaction with improved biological relevance and biosafety.
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6
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Proteomics methods for discovering viral-host interactions. Methods 2015; 90:21-7. [PMID: 25959231 DOI: 10.1016/j.ymeth.2015.05.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Revised: 04/30/2015] [Accepted: 05/02/2015] [Indexed: 12/22/2022] Open
Abstract
The functions of many viral proteins involve direct interactions with specific host proteins. Therefore considerable insight into the functions of a viral protein and its mechanisms of action can come from applying proteomics approaches to viral proteins in order to identify their cellular binding partners. In this chapter we describe proteomics approaches that have proven to be the most useful in identifying host interactions of viral proteins in human cells. Caveats and potential alternatives for each step are also discussed.
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7
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cGAS-mediated stabilization of IFI16 promotes innate signaling during herpes simplex virus infection. Proc Natl Acad Sci U S A 2015; 112:E1773-81. [PMID: 25831530 DOI: 10.1073/pnas.1424637112] [Citation(s) in RCA: 194] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Interferon γ-inducible protein 16 (IFI16) and cGMP-AMP synthase (cGAS) have both been proposed to detect herpesviral DNA directly in herpes simplex virus (HSV)-infected cells and initiate interferon regulatory factor-3 signaling, but it has been unclear how two DNA sensors could both be required for this response. We therefore investigated their relative roles in human foreskin fibroblasts (HFFs) infected with HSV or transfected with plasmid DNA. siRNA depletion studies showed that both are required for the production of IFN in infected HFFs. We found that cGAS shows low production of cGMP-AMP in infected cells, but instead cGAS is partially nuclear in normal human fibroblasts and keratinocytes, interacts with IFI16 in fibroblasts, and promotes the stability of IFI16. IFI16 is associated with viral DNA and targets to viral genome complexes, consistent with it interacting directly with viral DNA. Our results demonstrate that IFI16 and cGAS cooperate in a novel way to sense nuclear herpesviral DNA and initiate innate signaling.
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8
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Lenarcic EM, Ziehr BJ, Moorman NJ. An unbiased proteomics approach to identify human cytomegalovirus RNA-associated proteins. Virology 2015; 481:13-23. [PMID: 25765003 DOI: 10.1016/j.virol.2015.02.008] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 11/18/2014] [Accepted: 02/06/2015] [Indexed: 12/13/2022]
Abstract
Post-transcriptional events regulate herpesvirus gene expression, yet few herpesvirus RNA-binding proteins have been identified. We used an unbiased approach coupling oligo(dT) affinity capture with proteomics to identify viral RNA-associated proteins during infection. Using this approach, we identified and confirmed changes in the abundance or activity of two host RNA-associated proteins, DHX9 and DDX3, in cells infected with human cytomegalovirus (HCMV). We also identified and confirmed previously unreported activities for the HCMV US22 and pp71 proteins as RNA-associated viral proteins and confirmed that a known viral RNA-binding protein, pTRS1, associates with RNA in infected cells. Further, we found that HCMV pp71 co-sedimented with polysomes, associated with host and viral RNAs, and stimulated the overall rate of protein synthesis. These results demonstrate that oligo(dT) affinity capture coupled with proteomics provides a rapid and straightforward means to identify RNA-associated viral proteins during infection that may participate in the post-transcriptional control of gene expression.
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Affiliation(s)
- Erik M Lenarcic
- Department of Microbiology & Immunology, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, United States
| | - Benjamin J Ziehr
- Department of Microbiology & Immunology, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, United States
| | - Nathaniel J Moorman
- Department of Microbiology & Immunology, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, United States.
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9
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Moorman NJ, Murphy EA. Roseomics: a blank slate. Curr Opin Virol 2014; 9:188-93. [PMID: 25437230 PMCID: PMC4268339 DOI: 10.1016/j.coviro.2014.09.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 09/23/2014] [Accepted: 09/26/2014] [Indexed: 11/24/2022]
Abstract
Recent technological advances have led to an explosion in the system-wide profiling of biological processes in the study of herpesvirus biology, herein referred to as '-omics'. In many cases these approaches have revealed novel virus-induced changes to host cell biology that can be targeted with new antiviral therapeutics. Despite these successes, -omics approaches are not widely applied in the study of roseoloviruses. Here we describe examples of how -omics studies have shaped our understanding of herpesvirus biology, and discuss how these approaches might be used to identify host and viral factors that mediate roseolovirus pathogenesis.
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Affiliation(s)
- Nathaniel J Moorman
- Department of Microbiology and Immunology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Eain A Murphy
- Department of Molecular Genetics, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA.
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10
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McBride R, van Zyl M, Fielding BC. The coronavirus nucleocapsid is a multifunctional protein. Viruses 2014; 6:2991-3018. [PMID: 25105276 PMCID: PMC4147684 DOI: 10.3390/v6082991] [Citation(s) in RCA: 622] [Impact Index Per Article: 62.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2014] [Revised: 07/09/2014] [Accepted: 07/11/2014] [Indexed: 12/12/2022] Open
Abstract
The coronavirus nucleocapsid (N) is a structural protein that forms complexes with genomic RNA, interacts with the viral membrane protein during virion assembly and plays a critical role in enhancing the efficiency of virus transcription and assembly. Recent studies have confirmed that N is a multifunctional protein. The aim of this review is to highlight the properties and functions of the N protein, with specific reference to (i) the topology; (ii) the intracellular localization and (iii) the functions of the protein.
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Affiliation(s)
- Ruth McBride
- Molecular Biology and Virology Research Laboratory, Department of Medical Biosciences, Faculty of Natural Sciences, University of the Western Cape, Private Bag X17, Modderdam Road, Bellville, Western Cape 7535, South Africa.
| | - Marjorie van Zyl
- Molecular Biology and Virology Research Laboratory, Department of Medical Biosciences, Faculty of Natural Sciences, University of the Western Cape, Private Bag X17, Modderdam Road, Bellville, Western Cape 7535, South Africa.
| | - Burtram C Fielding
- Molecular Biology and Virology Research Laboratory, Department of Medical Biosciences, Faculty of Natural Sciences, University of the Western Cape, Private Bag X17, Modderdam Road, Bellville, Western Cape 7535, South Africa.
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Greco TM, Diner BA, Cristea IM. The Impact of Mass Spectrometry-Based Proteomics on Fundamental Discoveries in Virology. Annu Rev Virol 2014; 1:581-604. [PMID: 26958735 DOI: 10.1146/annurev-virology-031413-085527] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
In recent years, mass spectrometry has emerged as a core component of fundamental discoveries in virology. As a consequence of their coevolution, viruses and host cells have established complex, dynamic interactions that function either in promoting virus replication and dissemination or in host defense against invading pathogens. Thus, viral infection triggers an impressive range of proteome changes. Alterations in protein abundances, interactions, posttranslational modifications, subcellular localizations, and secretion are temporally regulated during the progression of an infection. Consequently, understanding viral infection at the molecular level requires versatile approaches that afford both breadth and depth of analysis. Mass spectrometry is uniquely positioned to bridge this experimental dichotomy. Its application to both unbiased systems analyses and targeted, hypothesis-driven studies has accelerated discoveries in viral pathogenesis and host defense. Here, we review the contributions of mass spectrometry-based proteomic approaches to understanding viral morphogenesis, replication, and assembly and to characterizing host responses to infection.
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Affiliation(s)
- Todd M Greco
- Department of Molecular Biology, Princeton University, Princeton, New Jersey 08544;
| | - Benjamin A Diner
- Department of Molecular Biology, Princeton University, Princeton, New Jersey 08544;
| | - Ileana M Cristea
- Department of Molecular Biology, Princeton University, Princeton, New Jersey 08544;
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