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Dey L, Chakraborty S. Supervised learning approaches for predicting Ebola-Human Protein-Protein interactions. Gene 2025; 942:149228. [PMID: 39828063 DOI: 10.1016/j.gene.2025.149228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 12/04/2024] [Accepted: 01/07/2025] [Indexed: 01/22/2025]
Abstract
The goal of this research work is to predict protein-protein interactions (PPIs) between the Ebola virus and the host who is at risk of infection. Since there are very limited databases available on the Ebola virus; we have prepared a comprehensive database of all the PPIs between the Ebola virus and human proteins (EbolaInt). Our work focuses on the finding of some new protein-protein interactions between humans and the Ebola virus using some state- of-the-arts machine learning techniques. However, it is basically a two-class problem with a positive interacting dataset and a negative non-interacting dataset. These datasets contain various sequence-based human protein features such as structure of amino acid and conjoint triad and domain-related features. In this research, we have briefly discussed and used some well-known supervised learning approaches to predict PPIs between human proteins and Ebola virus proteins, including K-nearest neighbours (KNN), random forest (RF), support vector machine (SVM), and deep feed-forward multi-layer perceptron (DMLP) etc. We have validated our prediction results using gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Our goal with this prediction is to compare all other models' accuracy, precision, recall, and f1-score for predicting these PPIs. In the result section, DMLP is giving the highest accuracy along with the prediction of 2655 potential human target proteins.
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Affiliation(s)
- Lopamudra Dey
- Department of Biomedical and Clinical Sciences, Linköping University, Sweden; Department of Computer Science & Engineering, Meghnad Saha Institute of Technology, Kolkata, India
| | - Sanjay Chakraborty
- Department of Computer and Information Science (IDA), REAL, AIICS, Linköping University, Sweden; Department of Computer Science & Engineering, Techno International New Town, Kolkata, India.
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Dunn DM, Pack LJ, Munger JC. RAF1 promotes successful human cytomegalovirus replication and is regulated by AMPK-mediated phosphorylation during infection. J Virol 2025; 99:e0186624. [PMID: 39902964 PMCID: PMC11915854 DOI: 10.1128/jvi.01866-24] [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: 10/24/2024] [Accepted: 12/03/2024] [Indexed: 02/06/2025] Open
Abstract
RAF1 is a key player in growth factor receptor signaling, which has been linked to multiple viral infections, including human cytomegalovirus (HCMV) infection. Although HCMV remains latent in most individuals, it can cause acute infection in immunocompromised populations, such as transplant recipients, neonates, and cancer patients. Current treatments are suboptimal, highlighting the need for novel therapies. Multiple points in the growth factor signaling pathway are important for HCMV infection, but the relationship between HCMV and RAF1, a component of the mitogen-activated protein kinase (MAPK) cascade, is not well understood. The AMP-activated protein kinase (AMPK) is a known regulator of RAF1, and AMPK activity is induced by HCMV infection, which is important for productive HCMV replication. Our data indicate that HCMV infection induces AMPK-specific changes in RAF1 protein phosphorylation, including increasing phosphorylation at RAF1-Ser621, a known AMPK phospho-site, which results in increased binding to the 14-3-3 scaffolding protein, an important aspect of RAF1 protein activation. Inhibition of RAF1, either pharmacologically or via shRNA or CRISPR-mediated targeting, inhibits viral replication and spread in both fibroblasts and epithelial cells. Collectively, our data indicate that HCMV infection and AMPK activation modulate RAF1 activity, which is important for viral replication. IMPORTANCE Human cytomegalovirus (HCMV) infection is a widespread infection impacting approximately 60-90% of the global population. Although latent in healthy individuals, acute infection in immunocompromised populations, such as neonates, transplant recipients, and cancer patients, can result in retinal and gastrointestinal problems, hearing loss, and even death. Current antivirals are suboptimal due to the development of viral resistance or toxicity in patients, highlighting the need for novel treatments. Our research suggests a new potential target, RAF1, which is a regulator of cellular growth and proliferation. We find that RAF1 is phosphorylated by AMP-activated protein kinase, and that inhibition of RAF1 negatively impacts viral infection. Furthermore, drugs currently used to treat certain cancers also inhibit RAF1 and may have an additional anti-HCMV therapeutic effect in HCMV-susceptible cancer patients.
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Affiliation(s)
- Diana M Dunn
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, New York, USA
| | - Ludia J Pack
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, New York, USA
| | - Joshua C Munger
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, New York, USA
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Scheese D, Lu P, Moore H, Tsuboi K, Tragesser C, Duess J, Raouf Z, Sampah MF, Klerk D, El Baassiri M, Jang HS, Williams-McLeod S, Ishiyama A, Steinway SN, Wang S, Wang M, Prindle T, Fulton WB, Sodhi CP, Hackam DJ. Cytomegalovirus Worsens Necrotizing Enterocolitis Severity in Mice via Increased Toll-Like Receptor 4 Signaling. Cell Mol Gastroenterol Hepatol 2025; 19:101473. [PMID: 39954728 DOI: 10.1016/j.jcmgh.2025.101473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 01/24/2025] [Accepted: 01/27/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND AND AIMS Necrotizing enterocolitis (NEC) is a life-threatening condition in premature infants, marked by acute intestinal necrosis. NEC develops in part after activation of the lipopolysaccharide receptor toll-like receptor 4 (TLR4) by intestinal microbes in the intestinal epithelium. Previous authors have shown an increased risk of NEC in human infants after cytomegalovirus (CMV) infection, which can affect mitochondrial function. We now seek to explore the impact and the mechanisms of CMV infection on NEC severity and its relationship with TLR4 signaling and mitochondria function. METHODS NEC was induced in newborn mice with and without CMV infection. RNA sequencing and gene set enrichment analysis were performed to identify effects on inflammatory and metabolic pathways. The role of TLR4 signaling and mitochondrial function were investigated in wild-type and Tlr4-deficient mice. The adenosine receptor agonist 5'-N-ethylcarboxamido adenosine was tested for its ability to reduce CMV-induced effects on NEC severity. RESULTS CMV infection significantly increased NEC severity in wild-type mice. Mechanistically, CMV infection triggered proinflammatory pathways, disrupted cellular metabolism, and upregulated Tlr4 expression, leading to mitochondrial dysfunction and nuclear factor-kB translocation. These effects were notably absent in Tlr4-deficient mice. 5'-N-ethylcarboxamido adenosine treatment reversed CMV-induced NEC severity by reducing mitochondrial dysfunction and TLR4-driven nuclear factor-kB activation. CONCLUSIONS CMV infection worsens NEC severity in mice by amplifying TLR4 signaling, inflammation, and mitochondrial dysfunction. Targeting CMV and its influence on TLR4 may offer novel therapeutic approaches for NEC.
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Affiliation(s)
- Daniel Scheese
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Peng Lu
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Hannah Moore
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Koichi Tsuboi
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Cody Tragesser
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Johannes Duess
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Zachariah Raouf
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Maame F Sampah
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Daphne Klerk
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Mahmoud El Baassiri
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Hee-Seong Jang
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Sierra Williams-McLeod
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Asuka Ishiyama
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Steve N Steinway
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Sanxia Wang
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Menghan Wang
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Thomas Prindle
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - William B Fulton
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland
| | - Chhinder P Sodhi
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland.
| | - David J Hackam
- Division of Pediatric Surgery, Johns Hopkins University School of Medicine, and the Johns Hopkins Children's Center, Baltimore, Maryland.
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4
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Akhtar LN, McElroy A. Neurovirulent Pathogens Across the Human Lifespan: A Balancing Act. J Infect Dis 2025:jiaf015. [PMID: 39928394 DOI: 10.1093/infdis/jiaf015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/02/2024] [Indexed: 02/11/2025] Open
Affiliation(s)
- Lisa N Akhtar
- Division of Infectious Diseases, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anita McElroy
- Division of Infectious Diseases, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Center for Vaccine Research, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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Akhtar LN, McElroy A. Neurovirulent Pathogens Across the Human Lifespan: A Balancing Act. J Pediatric Infect Dis Soc 2025; 14:piae118. [PMID: 39776176 PMCID: PMC11755843 DOI: 10.1093/jpids/piae118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 12/02/2024] [Indexed: 01/11/2025]
Affiliation(s)
- Lisa N Akhtar
- Division of Infectious Diseases, Department of Pediatrics, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anita McElroy
- Division of Infectious Diseases, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Center for Vaccine Research, Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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Zhou J, Duan Y, Liu M, Liu J, Hu Z, Duan Z. Recent advancements in the diverse roles of polymerase-associated proteins in the replication and pathogenesis of Newcastle disease virus. Vet Res 2025; 56:8. [PMID: 39800751 PMCID: PMC11726954 DOI: 10.1186/s13567-024-01429-0] [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: 06/20/2024] [Accepted: 08/18/2024] [Indexed: 01/16/2025] Open
Abstract
Newcastle disease virus (NDV) is a significant member of the Paramyxoviridae family, known for causing epidemics and substantial economic losses in the poultry industry worldwide. The NDV RNA genome primarily encodes six structural proteins (N, P, M, F, HN, and L) and two non-structural proteins (V and W). Among these, the polymerase-associated proteins (N, P, and L) and the viral RNA (vRNA) genome form the ribonucleoprotein complex, which plays a crucial role in the synthesis and transcription of NDV vRNA. In the last two decades, numerous studies have demonstrated that the polymerase-associated proteins are linked to the virulence, pathotype, and thermostability of NDV. Additionally, the interactions between these polymerase-associated proteins and host proteins are closely related to the NDV's replication and pathogenicity. Despite significant progress in understanding the unique and shared functions of NDV polymerase-associated proteins, research on these viral proteins' structure and function is less comprehensive than other NDV proteins, and the available information is often scattered. Therefore, this article systematically summarises and reviews the research progress made in understanding the structural features, virulence, pathotype, and thermostability correlation of NDV polymerase-associated proteins, as well as the critical roles of interactions between polymerase-associated proteins and host proteins in NDV replication and pathogenicity. This review aims to enhance our understanding of the complex functions of polymerase-associated proteins in NDV replication and pathogenesis and to contribute to the development of more effective vaccines and antiviral drugs against NDV challenges.
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Affiliation(s)
- Jinghang Zhou
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of Education, Guizhou University, Guiyang, 550025, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Guizhou Province, Guizhou University, Guiyang, 550025, China
- College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Yuqi Duan
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of Education, Guizhou University, Guiyang, 550025, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Guizhou Province, Guizhou University, Guiyang, 550025, China
- College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Menglan Liu
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of Education, Guizhou University, Guiyang, 550025, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Guizhou Province, Guizhou University, Guiyang, 550025, China
- College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Jinyang Liu
- College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Zenglei Hu
- Joint International Research Laboratory of Agriculture and Agri-Product Safety, Ministry of Education, Yangzhou University, Yangzhou, 225009, China
| | - Zhiqiang Duan
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of Education, Guizhou University, Guiyang, 550025, China.
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Guizhou Province, Guizhou University, Guiyang, 550025, China.
- College of Animal Science, Guizhou University, Guiyang, 550025, China.
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Mahmutefendić Lučin H, Štimac I, Marcelić M, Skočaj M, Lisnić B, Omerović A, Viduka I, Radić B, Karleuša L, Blagojević Zagorac G, Deželjin M, Jurak Begonja A, Lučin P. Rab10-associated tubulation as an early marker for biogenesis of the assembly compartment in cytomegalovirus-infected cells. Front Cell Dev Biol 2025; 12:1517236. [PMID: 39866842 PMCID: PMC11760598 DOI: 10.3389/fcell.2024.1517236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 12/26/2024] [Indexed: 01/28/2025] Open
Abstract
Introduction Cytomegalovirus (CMV) infection reorganizes early endosomes (EE), recycling endosome (RE), and trans-Golgi network (TGN) and expands their intermediates into a large perinuclear structure that forms the inner part of the cytoplasmic assembly complex (AC). The reorganization begins and results with the basic configuration (known as pre-AC) in the early (E) phase of infection, but the sequence of developmental steps is not yet well understood. One of the first signs of the establishment of the inner pre-AC, which can be observed by immunofluorescence, is the accumulation of Rab10. This study aims to investigate whether Rab10-positive domain (Rab10-PD) is expanded during the E phase of infection. Methods We performed long-term live imaging of EGFP-Rab10 with epifluorescence imaging-enhanced digital holotomographic microscopy (DHTM), confocal imaging of known Rab10 interactors and identification of important Rab10 interactors with the proximity-dependent biotin identification assay (BioID). The accumulation of Rab10-PD was analyzed after knock-down of EHBP1 and Rabin8, two proteins that facilitate Rab10 recruitment to membranes, and after blocking of PI(4,5)P2 by PI(4,5)P2-binding protein domains. Results Our study shows the gradual expansion of Rab10-PD in the inner pre-AC, the association of Rab10 with EHBP1 and MICAL-L1, and the dependence of Rab10-PD expansion on EHBP1 and PI(4,5)P2 but not Rabin8, indicating the expansion of EE-derived tubular recycling endosome-like membranes in the pre-AC. Silencing of Rab10 and EHBP1 suggests that Rab10-PD expansion is not required for the establishment of the inner pre-AC nor for the expansion of downstream tubular domains. Conclusion The present work characterizes one of the earliest sequences in the establishment of pre-AC and suggests that subsets of EE-derived tubular membranes may serve as the earliest biomarkers in pre-AC biogenesis. Our study also indicates that the pre-AC biogenesis is complex and likely involves multiple parallel processes, of which Rab10-PD expansion is one. Our experiments, particularly our silencing experiments, show that Rab10 and EHBP-1 do not play a significant role in the later stages of inner pre-AC biogenesis or in the expansion of downstream tubular domains. A more comprehensive understanding of the tubular domain expansion remains to be established.
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Affiliation(s)
- Hana Mahmutefendić Lučin
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
- University North-University Center Varaždin, Varaždin, Croatia
| | - Igor Štimac
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Marina Marcelić
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Matej Skočaj
- Department of Biology, Biotechnical faculty, University of Ljubljana, Ljubljana, Slovenia
| | - Berislav Lisnić
- Center for Proteomics, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Alen Omerović
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Ivona Viduka
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Barbara Radić
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Ljerka Karleuša
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Gordana Blagojević Zagorac
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
- University North-University Center Varaždin, Varaždin, Croatia
| | - Martina Deželjin
- Institute of Virology, Hannover Medical School, Hannover, Germany
- Division of Molecular Biology, Ruđer Bošković Institute, Zagreb, Croatia
| | | | - Pero Lučin
- Department of Physiology, Immunology and Pathophysiology, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
- University North-University Center Varaždin, Varaždin, Croatia
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Tyl MD, Merengwa VU, Cristea IM. Infection-induced lysine lactylation enables herpesvirus immune evasion. SCIENCE ADVANCES 2025; 11:eads6215. [PMID: 39772686 PMCID: PMC11708889 DOI: 10.1126/sciadv.ads6215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 12/04/2024] [Indexed: 01/11/2025]
Abstract
Aerobic glycolysis is a hallmark of many viral infections, leading to substantial accumulation of lactate. However, the regulatory roles of lactate during viral infections remain poorly understood. Here, we report that human cytomegalovirus (HCMV) infection leverages lactate to induce widespread protein lactylation and promote viral spread. We establish that lactyllysine is enriched in intrinsically disordered regions, regulating viral protein condensates and immune signaling transduction. Dynamic lactylation of immune factors suppresses immunity, a feature we show to be shared for HCMV and herpes simplex virus 1 infections, through regulation of RNA binding protein 14 and interferon-γ-inducible protein 16 (IFI16). K90 lactylation of the viral DNA sensor IFI16 inhibits recruitment of the DNA damage response kinase DNA-PK, preventing IFI16-driven virus gene repression and cytokine induction. Together, we characterize global protein lactylation dynamics during virus infection, finding that virus-induced lactate contributes to its immune evasion through direct inhibition of immune signaling pathways.
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Affiliation(s)
- Matthew D. Tyl
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, USA
| | - Victoria U. Merengwa
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, USA
| | - Ileana M. Cristea
- Department of Molecular Biology, Princeton University, Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, USA
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Weinberger S, Stecher C, Kastner MT, Nekhai S, Steininger C. Mapping the Protein Phosphatase 1 Interactome in Human Cytomegalovirus Infection. Viruses 2024; 16:1961. [PMID: 39772267 PMCID: PMC11728760 DOI: 10.3390/v16121961] [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: 11/26/2024] [Revised: 12/16/2024] [Accepted: 12/20/2024] [Indexed: 01/16/2025] Open
Abstract
Protein phosphorylation is a crucial regulatory mechanism in cellular homeostasis. The human cytomegalovirus (HCMV) incorporates protein phosphatase 1 (PP1) into its tegument, yet the biological relevance and mechanisms of this incorporation remain unclear. Our study offers the first characterization of the PP1 interactome during HCMV infection and its alterations. Using co-immunoprecipitation, mass spectrometry, and quantitative proteomics, we identified 159 high-confidence interacting proteins (HCIPs) in the PP1 interactome, consisting of 126 human and 33 viral proteins. We observed significant temporal changes in the PP1 interactome following HCMV infection, including the altered interactions of PP1 regulatory subunits. Further analysis highlighted the central roles of these PP1 interacting proteins in intracellular trafficking, with particular emphasis on the trafficking protein particle complex and Rab GTPases, which are crucial for the virus's manipulation of host cellular processes in virion assembly and egress. Additionally, our study on the noncatalytic PP1 inhibitor 1E7-03 revealed a decrease in PP1's interaction with key HCMV proteins, supporting its potential as an antiviral agent. Our findings suggest that PP1 docking motifs are critical in viral-host interactions and offer new insights for antiviral strategies.
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Affiliation(s)
- Stefan Weinberger
- Division of Infectious Diseases and Tropical Medicine, Department of Medicine I, Medical University of Vienna, 1090 Vienna, Austria
| | - Carmen Stecher
- Division of Infectious Diseases and Tropical Medicine, Department of Medicine I, Medical University of Vienna, 1090 Vienna, Austria
| | - Marie-Theres Kastner
- Division of Infectious Diseases and Tropical Medicine, Department of Medicine I, Medical University of Vienna, 1090 Vienna, Austria
| | - Sergei Nekhai
- Center for Sickle Cell Disease, Howard University, Washington, DC 20059, USA
| | - Christoph Steininger
- Division of Infectious Diseases and Tropical Medicine, Department of Medicine I, Medical University of Vienna, 1090 Vienna, Austria
- Karl-Landsteiner Institute of Microbiome Research, 3100 St. Pölten, Austria
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Hwang SY, Kim H, Denisko D, Zhao B, Lee D, Jeong J, Kim J, Park K, Park J, Jeong D, Park S, Choi HJ, Kim S, Lee EA, Ahn K. Human cytomegalovirus harnesses host L1 retrotransposon for efficient replication. Nat Commun 2024; 15:7640. [PMID: 39223139 PMCID: PMC11369119 DOI: 10.1038/s41467-024-51961-y] [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: 12/17/2023] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
Genetic parasites, including viruses and transposons, exploit components from the host for their own replication. However, little is known about virus-transposon interactions within host cells. Here, we discover a strategy where human cytomegalovirus (HCMV) hijacks L1 retrotransposon encoded protein during its replication cycle. HCMV infection upregulates L1 expression by enhancing both the expression of L1-activating transcription factors, YY1 and RUNX3, and the chromatin accessibility of L1 promoter regions. Increased L1 expression, in turn, promotes HCMV replicative fitness. Affinity proteomics reveals UL44, HCMV DNA polymerase subunit, as the most abundant viral binding protein of the L1 ribonucleoprotein (RNP) complex. UL44 directly interacts with L1 ORF2p, inducing DNA damage responses in replicating HCMV compartments. While increased L1-induced mutagenesis is not observed in HCMV for genetic adaptation, the interplay between UL44 and ORF2p accelerates viral DNA replication by alleviating replication stress. Our findings shed light on how HCMV exploits host retrotransposons for enhanced viral fitness.
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Affiliation(s)
- Sung-Yeon Hwang
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Hyewon Kim
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Danielle Denisko
- Division of Genetics and Genomics, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA
| | - Boxun Zhao
- Division of Genetics and Genomics, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, 02115, USA
- Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Dohoon Lee
- Bioinformatics Institute, Seoul National University, Seoul, 08826, Republic of Korea
- BK21 FOUR Intelligence Computing, Seoul National University, Seoul, 08826, Republic of Korea
| | - Jiseok Jeong
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Jinuk Kim
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
| | - Kiwon Park
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Junhyun Park
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Dongjoon Jeong
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Sehong Park
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea
| | - Hee-Jung Choi
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea
| | - Sun Kim
- Department of Computer Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Eunjung Alice Lee
- Division of Genetics and Genomics, Boston Children's Hospital and Harvard Medical School, Boston, MA, 02115, USA.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, 02115, USA.
- Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, 02115, USA.
| | - Kwangseog Ahn
- Center for RNA Research, Institute for Basic Science, Seoul, 08826, Republic of Korea.
- School of Biological Sciences, Seoul National University, Seoul, 08826, Republic of Korea.
- SNU Institute for Virus Research, Seoul National University, Seoul, 08826, Republic of Korea.
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11
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Sule KC, Nakamura M, Parkhurst SM. Nuclear envelope budding: Getting large macromolecular complexes out of the nucleus. Bioessays 2024; 46:e2300182. [PMID: 38044581 PMCID: PMC10843589 DOI: 10.1002/bies.202300182] [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: 09/24/2023] [Revised: 11/19/2023] [Accepted: 11/21/2023] [Indexed: 12/05/2023]
Abstract
Transport of macromolecules from the nucleus to the cytoplasm is essential for nearly all cellular and developmental events, and when mis-regulated, is associated with diseases, tumor formation/growth, and cancer progression. Nuclear Envelope (NE)-budding is a newly appreciated nuclear export pathway for large macromolecular machineries, including those assembled to allow co-regulation of functionally related components, that bypasses canonical nuclear export through nuclear pores. In this pathway, large macromolecular complexes are enveloped by the inner nuclear membrane, transverse the perinuclear space, and then exit through the outer nuclear membrane to release its contents into the cytoplasm. NE-budding is a conserved process and shares many features with nuclear egress mechanisms used by herpesviruses. Despite its biological importance and clinical relevance, little is yet known about the regulatory and structural machineries that allow NE-budding to occur in any system. Here we summarize what is currently known or proposed for this intriguing nuclear export process.
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Affiliation(s)
- Kevin C. Sule
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA 98109
| | - Mitsutoshi Nakamura
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA 98109
| | - Susan M. Parkhurst
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA 98109
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12
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Schütz M, Cordsmeier A, Wangen C, Horn AHC, Wyler E, Ensser A, Sticht H, Marschall M. The Interactive Complex between Cytomegalovirus Kinase vCDK/pUL97 and Host Factors CDK7-Cyclin H Determines Individual Patterns of Transcription in Infected Cells. Int J Mol Sci 2023; 24:17421. [PMID: 38139252 PMCID: PMC10744309 DOI: 10.3390/ijms242417421] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 12/06/2023] [Accepted: 12/09/2023] [Indexed: 12/24/2023] Open
Abstract
The infection of human cytomegalovirus (HCMV) is strongly determined by the host-cell interaction in a way that the efficiency of HCMV lytic replication is dependent on the regulatory interplay between viral and cellular proteins. In particular, the activities of protein kinases, such as cyclin-dependent kinases (CDKs) and the viral CDK ortholog (vCDK/pUL97), play an important role in both viral reproduction and virus-host interaction. Very recently, we reported on the complexes formed between vCDK/pUL97, human cyclin H, and CDK7. Major hallmarks of this interplay are the interaction between cyclin H and vCDK/pUL97, which is consistently detectable across various conditions and host cell types of infection, the decrease or increase in pUL97 kinase activity resulting from cyclin H knock-down or elevated levels, respectively, and significant trans-stimulation of human CDK7 activity by pUL97 in vitro. Due to the fact that even a ternary complex of vCDK/pUL97-cyclin H-CDK7 can be detected by coimmunoprecipitation and visualized by bioinformatic structural modeling, we postulated a putative impact of the respective kinase activities on the patterns of transcription in HCMV-infected cells. Here, we undertook a first vCDK/pUL97-specific transcriptomic analysis, which combined conditions of fully lytic HCMV replication with those under specific vCDK/pUL97 or CDK7 drug-mediated inhibition or transient cyclin H knockout. The novel results were further strengthened using bioinformatic modeling of the involved multi-protein complexes. Our data underline the importance of these kinase activities for the C-terminal domain (CTD) phosphorylation-driven activation of host RNA polymerase in HCMV-infected cells. The impact of the individual experimental conditions on differentially expressed gene profiles is described in detail and discussed.
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Affiliation(s)
- Martin Schütz
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Arne Cordsmeier
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Christina Wangen
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Anselm H. C. Horn
- Division of Bioinformatics, Institute of Biochemistry, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Emanuel Wyler
- Max-Delbrück-Center for Molecular Medicine (MDC), 13125 Berlin, Germany
| | - Armin Ensser
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Heinrich Sticht
- Division of Bioinformatics, Institute of Biochemistry, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Manfred Marschall
- Institute for Clinical and Molecular Virology, Friedrich-Alexander University of Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
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13
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Wu X, Zhou X, Wang S, Mao G. DNA damage response(DDR): a link between cellular senescence and human cytomegalovirus. Virol J 2023; 20:250. [PMID: 37915066 PMCID: PMC10621139 DOI: 10.1186/s12985-023-02203-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 10/04/2023] [Indexed: 11/03/2023] Open
Abstract
The DNA damage response (DDR) is a signaling cascade that is triggered by DNA damage, involving the halting of cell cycle progression and repair. It is a key event leading to senescence, which is characterized by irreversible cell cycle arrest and the senescence-associated secretory phenotype (SASP) that includes the expression of inflammatory cytokines. Human cytomegalovirus (HCMV) is a ubiquitous pathogen that plays an important role in the senescence process. It has been established that DDR is necessary for HCMV to replicate effectively. This paper reviews the relationship between DDR, cellular senescence, and HCMV, providing new sights for virus-induced senescence (VIS).
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Affiliation(s)
- Xinna Wu
- Affiliated Zhejiang Hospital, Zhejiang University School of Medicine, Hangzhou, 310030, China
| | - Xuqiang Zhou
- College of Life Science, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Sanying Wang
- Zhejiang Provincial Key Lab of Geriatrics & Geriatrics Institute of Zhejiang Province, Department of Geriatrics, Zhejiang Hospital, Hangzhou, 310030, China.
| | - Genxiang Mao
- Affiliated Zhejiang Hospital, Zhejiang University School of Medicine, Hangzhou, 310030, China.
- Zhejiang Provincial Key Lab of Geriatrics & Geriatrics Institute of Zhejiang Province, Department of Geriatrics, Zhejiang Hospital, Hangzhou, 310030, China.
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14
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Fanunza E, Cheng AZ, Auerbach AA, Stefanovska B, Moraes SN, Lokensgard JR, Biolatti M, Dell'Oste V, Bierle CJ, Bresnahan WA, Harris RS. Human cytomegalovirus mediates APOBEC3B relocalization early during infection through a ribonucleotide reductase-independent mechanism. J Virol 2023; 97:e0078123. [PMID: 37565748 PMCID: PMC10506462 DOI: 10.1128/jvi.00781-23] [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: 05/25/2023] [Accepted: 06/21/2023] [Indexed: 08/12/2023] Open
Abstract
The APOBEC3 family of DNA cytosine deaminases comprises an important arm of the innate antiviral defense system. The gamma-herpesviruses Epstein-Barr virus and Kaposi's sarcoma-associated herpesvirus and the alpha-herpesviruses herpes simplex virus (HSV)-1 and HSV-2 have evolved an efficient mechanism to avoid APOBEC3 restriction by directly binding to APOBEC3B and facilitating its exclusion from the nuclear compartment. The only viral protein required for APOBEC3B relocalization is the large subunit of the ribonucleotide reductase (RNR). Here, we ask whether this APOBEC3B relocalization mechanism is conserved with the beta-herpesvirus human cytomegalovirus (HCMV). Although HCMV infection causes APOBEC3B relocalization from the nucleus to the cytoplasm in multiple cell types, the viral RNR (UL45) is not required. APOBEC3B relocalization occurs rapidly following infection suggesting the involvement of an immediate early or early (IE/E) viral protein. In support of this possibility, genetic (IE1 mutant) and pharmacologic (cycloheximide) strategies that prevent the expression of IE/E viral proteins also block APOBEC3B relocalization. In comparison, the treatment of infected cells with phosphonoacetic acid, which interferes with viral late protein expression, still permits A3B relocalization. These results combine to indicate that the beta-herpesvirus HCMV uses an RNR-independent, yet phenotypically similar, molecular mechanism to antagonize APOBEC3B. IMPORTANCE Human cytomegalovirus (HCMV) infections can range from asymptomatic to severe, particularly in neonates and immunocompromised patients. HCMV has evolved strategies to overcome host-encoded antiviral defenses to achieve lytic viral DNA replication and dissemination and, under some conditions, latency and long-term persistence. Here, we show that HCMV infection causes the antiviral factor, APOBEC3B, to relocalize from the nuclear compartment to the cytoplasm. This overall strategy resembles that used by related herpesviruses. However, the HCMV relocalization mechanism utilizes a different viral factor(s) and available evidence suggests the involvement of at least one protein expressed at the early stages of infection. This knowledge is important because a greater understanding of this mechanism could lead to novel antiviral strategies that enable APOBEC3B to naturally restrict HCMV infection.
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Affiliation(s)
- Elisa Fanunza
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA
- Department of Life and Environmental Sciences, University of Cagliari, Cittadella Universitaria di Monserrato, Cagilari, Italy
| | - Adam Z. Cheng
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ashley A. Auerbach
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Bojana Stefanovska
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Sofia N. Moraes
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, Minnesota, USA
| | - James R. Lokensgard
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Matteo Biolatti
- Department of Public Health and Pediatric Sciences, University of Turin, Turin, Italy
| | - Valentina Dell'Oste
- Department of Public Health and Pediatric Sciences, University of Turin, Turin, Italy
| | - Craig J. Bierle
- Department of Pediatrics, Division of Pediatric Infectious Diseases and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Wade A. Bresnahan
- Department of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Reuben S. Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, Texas, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, Texas, USA
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15
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Dunn DM, Pack LJ, Munger JC. Raf1 promotes successful Human Cytomegalovirus replication and is regulated by AMPK-mediated phosphorylation during infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.26.550702. [PMID: 37546879 PMCID: PMC10402018 DOI: 10.1101/2023.07.26.550702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Raf1 is a key player in growth factor receptor signaling, which has been linked to multiple viral infections, including Human Cytomegalovirus (HCMV) infection. Although HCMV remains latent in most individuals, it can cause acute infection in immunocompromised populations such as transplant recipients, neonates, and cancer patients. Current treatments are suboptimal, highlighting the need for novel treatments. Multiple points in the growth factor signaling pathway are important for HCMV infection, but the relationship between HCMV and Raf1, a component of the mitogen-activated protein kinase (MAPK) cascade, is not well understood. The AMP-activated protein kinase (AMPK) is a known regulator of Raf1, and AMPK activity is both induced by infection and important for HCMV replication. Our data indicate that HCMV infection induces AMPK-specific changes in Raf1 phosphorylation, including increasing phosphorylation at Raf1-Ser621, a known AMPK phospho-site, which results in increased binding to the 14-3-3 scaffolding protein, an important aspect of Raf1 activation. Inhibition of Raf1, either pharmacologically or via shRNA or CRISPR-mediated targeting, inhibits viral replication and spread in both fibroblasts and epithelial cells. Collectively, our data indicate that HCMV infection and AMPK activation modulate Raf1 activity, which are important for viral replication.
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Affiliation(s)
- Diana M. Dunn
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, NY, USA
| | - Ludia J. Pack
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, NY, USA
| | - Joshua C. Munger
- Department of Biochemistry and Biophysics, University of Rochester, Rochester, NY, USA
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16
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Bachman LO, Zwezdaryk KJ. Targeting the Host Mitochondria as a Novel Human Cytomegalovirus Antiviral Strategy. Viruses 2023; 15:v15051083. [PMID: 37243170 DOI: 10.3390/v15051083] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/20/2023] [Accepted: 04/26/2023] [Indexed: 05/28/2023] Open
Abstract
Human cytomegalovirus (HCMV) exploits host mitochondrial function to promote viral replication. HCMV gene products have been described to directly interact and alter functional or structural aspects of host mitochondria. Current antivirals against HCMV, such as ganciclovir and letermovir, are designed against viral targets. Concerns with the current antivirals include toxicity and viral resistance. Targeting host mitochondrial function is a promising alternative or complimentary antiviral approach as (1) drugs targeting host mitochondrial function interact with host targets, minimizing viral resistance, and (2) host mitochondrial metabolism plays key roles in HCMV replication. This review describes how HCMV alters mitochondrial function and highlights pharmacological targets that can be exploited for novel antiviral development.
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Affiliation(s)
- Lauryn O Bachman
- Department of Cell and Molecular Biology, Tulane University School of Science and Engineering, New Orleans, LA 70112, USA
| | - Kevin J Zwezdaryk
- Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, LA 70112, USA
- Tulane Brain Institute, Tulane University School of Medicine, New Orleans, LA 70112, USA
- Tulane Center for Aging, Tulane University School of Medicine, New Orleans, LA 70112, USA
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17
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Fanunza E, Cheng AZ, Auerbach AA, Stefanovska B, Moraes SN, Lokensgard JR, Biolatti M, Dell’Oste V, Bierle CJ, Bresnahan WA, Harris RS. Human cytomegalovirus mediates APOBEC3B relocalization early during infection through a ribonucleotide reductase-independent mechanism. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.30.526383. [PMID: 36778493 PMCID: PMC9915650 DOI: 10.1101/2023.01.30.526383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The APOBEC3 family of DNA cytosine deaminases comprises an important arm of the innate antiviral defense system. The gamma-herpesviruses EBV and KSHV and the alpha-herpesviruses HSV-1 and HSV-2 have evolved an efficient mechanism to avoid APOBEC3 restriction by directly binding to APOBEC3B and facilitating its exclusion from the nuclear compartment. The only viral protein required for APOBEC3B relocalization is the large subunit of the ribonucleotide reductase (RNR). Here, we ask whether this APOBEC3B relocalization mechanism is conserved with the beta-herpesvirus human cytomegalovirus (HCMV). Although HCMV infection causes APOBEC3B relocalization from the nucleus to the cytoplasm in multiple cell types, the viral RNR (UL45) is not required. APOBEC3B relocalization occurs rapidly following infection suggesting involvement of an immediate early or early (IE-E) viral protein. In support of this mechanism, cycloheximide treatment of HCMV-infected cells prevents the expression of viral proteins and simultaneously blocks APOBEC3B relocalization. In comparison, the treatment of infected cells with phosphonoacetic acid, which is a viral DNA synthesis inhibitor affecting late protein expression, still permits A3B relocalization. These results combine to show that the beta-herpesvirus HCMV uses a fundamentally different, RNR-independent molecular mechanism to antagonize APOBEC3B. Importance Human cytomegalovirus (HCMV) infections can range from asymptomatic to severe, particularly in neonates and immunocompromised patients. HCMV has evolved strategies to overcome host-encoded antiviral defenses in order to achieve lytic viral DNA replication and dissemination and, under some conditions, latency and long-term persistence. Here, we show that HCMV infection causes the antiviral factor, APOBEC3B, to relocalize from the nuclear compartment to the cytoplasm. This overall strategy resembles that used by related herpesviruses. However, the HCMV relocalization mechanism utilizes a different viral factor(s) and available evidence suggests the involvement of at least one protein expressed at the early stages of infection. This knowledge is important because a greater understanding of this mechanism could lead to novel antiviral strategies that enable APOBEC3B to naturally restrict HCMV infection.
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Affiliation(s)
- Elisa Fanunza
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Adam Z. Cheng
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Ashley A. Auerbach
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Bojana Stefanovska
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Sofia N. Moraes
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
| | - James R. Lokensgard
- Department of Medicine, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Matteo Biolatti
- Department of Public Health and Pediatric Sciences, University of Turin, Turin, 10126, Italy
| | - Valentina Dell’Oste
- Department of Public Health and Pediatric Sciences, University of Turin, Turin, 10126, Italy
| | - Craig J. Bierle
- Department of Pediatrics, Division of Pediatric Infectious Diseases and Immunology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Wade A. Bresnahan
- Department of Microbiology and Immunology, University of Minnesota, MN 55455, USA
| | - Reuben S. Harris
- Department of Biochemistry and Structural Biology, University of Texas Health San Antonio, San Antonio, TX 78229, USA
- Howard Hughes Medical Institute, University of Texas Health San Antonio, San Antonio, TX 78229, USA
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18
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Lim H, Tsai CJ, Keskin O, Nussinov R, Gursoy A. HMI-PRED 2.0: a biologist-oriented web application for prediction of host-microbe protein-protein interaction by interface mimicry. Bioinformatics 2022; 38:4962-4965. [PMID: 36124958 PMCID: PMC9620825 DOI: 10.1093/bioinformatics/btac633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 08/05/2022] [Accepted: 09/15/2022] [Indexed: 11/19/2022] Open
Abstract
SUMMARY HMI-PRED 2.0 is a publicly available web service for the prediction of host-microbe protein-protein interaction by interface mimicry that is intended to be used without extensive computational experience. A microbial protein structure is screened against a database covering the entire available structural space of complexes of known human proteins. AVAILABILITY AND IMPLEMENTATION HMI-PRED 2.0 provides user-friendly graphic interfaces for predicting, visualizing and analyzing host-microbe interactions. HMI-PRED 2.0 is available at https://hmipred.org/.
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Affiliation(s)
- Hansaim Lim
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research in the Cancer Innovation Laboratory, NCI-Frederick, Frederick, MD 21702, USA
| | - Chung-Jung Tsai
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research in the Cancer Innovation Laboratory, NCI-Frederick, Frederick, MD 21702, USA
| | - Ozlem Keskin
- Department of Chemical and Biological Engineering, Koç University, Istanbul 34450, Turkey
| | - Ruth Nussinov
- Computational Structural Biology Section, Frederick National Laboratory for Cancer Research in the Cancer Innovation Laboratory, NCI-Frederick, Frederick, MD 21702, USA
- Department of Human Molecular Genetics and Biochemistry, Sackler School of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Attila Gursoy
- Department of Computer Engineering, Koç University, Istanbul 34450, Turkey
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19
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Tang K, Tang J, Zeng J, Shen W, Zou M, Zhang C, Sun Q, Ye X, Li C, Sun C, Liu S, Jiang G, Du X. A network view of human immune system and virus-human interaction. Front Immunol 2022; 13:997851. [PMID: 36389817 PMCID: PMC9643829 DOI: 10.3389/fimmu.2022.997851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 10/11/2022] [Indexed: 11/30/2022] Open
Abstract
The immune system is highly networked and complex, which is continuously changing as encountering old and new pathogens. However, reductionism-based researches do not give a systematic understanding of the molecular mechanism of the immune response and viral pathogenesis. Here, we present HUMPPI-2022, a high-quality human protein-protein interaction (PPI) network, containing > 11,000 protein-coding genes with > 78,000 interactions. The network topology and functional characteristics analyses of the immune-related genes (IRGs) reveal that IRGs are mostly located in the center of the network and link genes of diverse biological processes, which may reflect the gene pleiotropy phenomenon. Moreover, the virus-human interactions reveal that pan-viral targets are mostly hubs, located in the center of the network and enriched in fundamental biological processes, but not for coronavirus. Finally, gene age effect was analyzed from the view of the host network for IRGs and virally-targeted genes (VTGs) during evolution, with IRGs gradually became hubs and integrated into host network through bridging functionally differentiated modules. Briefly, HUMPPI-2022 serves as a valuable resource for gaining a better understanding of the composition and evolution of human immune system, as well as the pathogenesis of viruses.
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Affiliation(s)
- Kang Tang
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Jing Tang
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Jinfeng Zeng
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Wei Shen
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
- Department of Rheumatology and Immunology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China
| | - Min Zou
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Chi Zhang
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Qianru Sun
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Xiaoyan Ye
- Department of Otolaryngology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Chunwei Li
- Department of Otolaryngology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Caijun Sun
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Siyang Liu
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Guozhi Jiang
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Xiangjun Du
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
- Key Laboratory of Tropical Disease Control, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- *Correspondence: Xiangjun Du,
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20
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Cook KC, Tsopurashvili E, Needham JM, Thompson SR, Cristea IM. Restructured membrane contacts rewire organelles for human cytomegalovirus infection. Nat Commun 2022; 13:4720. [PMID: 35953480 PMCID: PMC9366835 DOI: 10.1038/s41467-022-32488-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 07/30/2022] [Indexed: 12/24/2022] Open
Abstract
Membrane contact sites (MCSs) link organelles to coordinate cellular functions across space and time. Although viruses remodel organelles for their replication cycles, MCSs remain largely unexplored during infections. Here, we design a targeted proteomics platform for measuring MCS proteins at all organelles simultaneously and define functional virus-driven MCS alterations by the ancient beta-herpesvirus human cytomegalovirus (HCMV). Integration with super-resolution microscopy and comparisons to herpes simplex virus (HSV-1), Influenza A, and beta-coronavirus HCoV-OC43 infections reveals time-sensitive contact regulation that allows switching anti- to pro-viral organelle functions. We uncover a stabilized mitochondria-ER encapsulation structure (MENC). As HCMV infection progresses, MENCs become the predominant mitochondria-ER contact phenotype and sequentially recruit the tethering partners VAP-B and PTPIP51, supporting virus production. However, premature ER-mitochondria tethering activates STING and interferon response, priming cells against infection. At peroxisomes, ACBD5-mediated ER contacts balance peroxisome proliferation versus membrane expansion, with ACBD5 impacting the titers of each virus tested.
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Affiliation(s)
- Katelyn C Cook
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, US
| | - Elene Tsopurashvili
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, US
| | - Jason M Needham
- Department of Microbiology, University of Alabama Birmingham, Birmingham, AL, 35294, US
| | - Sunnie R Thompson
- Department of Microbiology, University of Alabama Birmingham, Birmingham, AL, 35294, US
| | - Ileana M Cristea
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, US.
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21
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Redondo N, Rodríguez-Goncer I, Parra P, Ruiz-Merlo T, López-Medrano F, González E, Polanco N, Trujillo H, Hernández A, San Juan R, Andrés A, Aguado JM, Fernández-Ruiz M. Influence of single-nucleotide polymorphisms in TLR3 (rs3775291) and TLR9 (rs352139) on the risk of CMV infection in kidney transplant recipients. Front Immunol 2022; 13:929995. [PMID: 35967300 PMCID: PMC9374175 DOI: 10.3389/fimmu.2022.929995] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 07/05/2022] [Indexed: 12/05/2022] Open
Abstract
Risk stratification for cytomegalovirus (CMV) infection after kidney transplantation (KT) remains to be determined. Since endosomal toll-like receptors (TLRs) are involved in viral sensing, we investigated the impact of common single-nucleotide polymorphisms (SNPs) located within TLR3 and TLR9 genes on the occurrence of overall and high-level (≥1,000 IU/ml) CMV infection in a cohort of 197 KT recipients. Homozygous carriers of the minor allele of TLR3 (rs3775291) had higher infection-free survival compared with reference allele carriers (60.0% for TT versus 42.3% for CC/CT genotypes; P-value = 0.050). Decreased infection-free survival was observed with the minor allele of TLR9 (rs352139) (38.2% for TC/CC versus 59.3% for TT genotypes; P-value = 0.004). After multivariable adjustment, the recessive protective effect of the TLR3 (rs3775291) TT genotype was confirmed (adjusted hazard ratio [aHR]: 0.327; 95% CI: 0.167–0.642; P-value = 0.001), as was the dominant risk-conferring effect of TLR9 (rs352139) TC/CC genotypes (aHR: 1.865; 95% CI: 1.170–2.972; P-value = 0.009). Carriers of the TLR9 (rs352139) TC/CC genotypes showed lower CMV-specific interferon-γ-producing CD4+ T-cell counts measured by intracellular cytokine staining compared with the TT genotype (median of 0.2 versus 0.7 cells/μl; P-value = 0.003). In conclusion, TLR3/TLR9 genotyping may inform CMV infection risk after KT.
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Affiliation(s)
- Natalia Redondo
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
- *Correspondence: Natalia Redondo,
| | - Isabel Rodríguez-Goncer
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
| | - Patricia Parra
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
| | - Tamara Ruiz-Merlo
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
| | - Francisco López-Medrano
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
- Department of Medicine, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Esther González
- Department of Nephrology, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
| | - Natalia Polanco
- Department of Nephrology, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
| | - Hernando Trujillo
- Department of Nephrology, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
| | - Ana Hernández
- Department of Nephrology, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
| | - Rafael San Juan
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
- Department of Medicine, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Amado Andrés
- Department of Medicine, School of Medicine, Universidad Complutense, Madrid, Spain
- Department of Nephrology, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
| | - José María Aguado
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
- Department of Medicine, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Mario Fernández-Ruiz
- Unit of Infectious Diseases, Hospital Universitario “12 de Octubre”, Instituto de Investigación Sanitaria Hospital “12 de Octubre” (imas12), Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Madrid, Spain
- Department of Medicine, School of Medicine, Universidad Complutense, Madrid, Spain
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22
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Gack MU, Baker SC. Editorial overview: 2022 “Virus–Host Interaction” section of Current Opinion in Virology. Curr Opin Virol 2022; 54:101229. [PMID: 35613537 PMCID: PMC9124611 DOI: 10.1016/j.coviro.2022.101229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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