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Lum KK, Reed TJ, Yang J, Cristea IM. Differential Contributions of Interferon Classes to Host Inflammatory Responses and Restricting Virus Progeny Production. J Proteome Res 2024; 23:3249-3268. [PMID: 38564653 PMCID: PMC11296908 DOI: 10.1021/acs.jproteome.3c00826] [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] [Indexed: 04/04/2024]
Abstract
Fundamental to mammalian intrinsic and innate immune defenses against pathogens is the production of Type I and Type II interferons, such as IFN-β and IFN-γ, respectively. The comparative effects of IFN classes on the cellular proteome, protein interactions, and virus restriction within cell types that differentially contribute to immune defenses are needed for understanding immune signaling. Here, a multilayered proteomic analysis, paired with biochemical and molecular virology assays, allows distinguishing host responses to IFN-β and IFN-γ and associated antiviral impacts during infection with several ubiquitous human viruses. In differentiated macrophage-like monocytic cells, we classified proteins upregulated by IFN-β, IFN-γ, or pro-inflammatory LPS. Using parallel reaction monitoring, we developed a proteotypic peptide library for shared and unique ISG signatures of each IFN class, enabling orthogonal confirmation of protein alterations. Thermal proximity coaggregation analysis identified the assembly and maintenance of IFN-induced protein interactions. Comparative proteomics and cytokine responses in macrophage-like monocytic cells and primary keratinocytes provided contextualization of their relative capacities to restrict virus production during infection with herpes simplex virus type-1, adenovirus, and human cytomegalovirus. Our findings demonstrate how IFN classes induce distinct ISG abundance and interaction profiles that drive antiviral defenses within cell types that differentially coordinate mammalian immune responses.
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Affiliation(s)
- Krystal K. Lum
- Department of Molecular Biology, Princeton University, Washington Road, Princeton, NJ 08544
| | - Tavis J. Reed
- Department of Molecular Biology, Princeton University, Washington Road, Princeton, NJ 08544
| | - Jinhang Yang
- Department of Molecular Biology, Princeton University, Washington Road, Princeton, NJ 08544
| | - Ileana M. Cristea
- Department of Molecular Biology, Princeton University, Washington Road, Princeton, NJ 08544
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Glitscher M, Benz NI, Sabino C, Murra RO, Hein S, Zahn T, Mhedhbi I, Stefanova D, Bender D, Werner S, Hildt E. Inhibition of Pim kinases triggers a broad antiviral activity by affecting innate immunity and via the PI3K-Akt-mTOR axis the endolysosomal system. Antiviral Res 2024; 226:105891. [PMID: 38649071 DOI: 10.1016/j.antiviral.2024.105891] [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: 03/22/2024] [Accepted: 04/18/2024] [Indexed: 04/25/2024]
Abstract
Zoonoses such as ZIKV and SARS-CoV-2 pose a severe risk to global health. There is urgent need for broad antiviral strategies based on host-targets filling gaps between pathogen emergence and availability of therapeutic or preventive strategies. Significant reduction of pathogen titers decreases spread of infections and thereby ensures health systems not being overloaded and public life to continue. Based on previously observed interference with FGFR1/2-signaling dependent impact on interferon stimulated gene (ISG)-expression, we identified Pim kinases as promising druggable cellular target. We therefore focused on analyzing the potential of pan-Pim kinase inhibition to trigger a broad antiviral response. The pan-Pim kinase inhibitor AZD1208 exerted an extraordinarily high antiviral effect against various ZIKV isolates, SARS-CoV-2 and HBV. This was reflected by strong reduction in viral RNA, proteins and released infectious particles. Especially in case of SARS-CoV-2, AZD1208 led to a complete removal of viral traces in cells. Kinome-analysis revealed vast changes in kinase landscape upon AZD1208 treatment, especially for inflammation and the PI3K/Akt-pathway. For ZIKV, a clear correlation between antiviral effect and increase in ISG-expression was observed. Based on a cell culture model with impaired ISG-induction, activation of the PI3K-Akt-mTOR axis, leading to major changes in the endolysosomal equilibrium, was identified as second pillar of the antiviral effect triggered by AZD1208-dependent Pim kinase inhibition, also against HBV. We identified Pim-kinases as cellular target for a broad antiviral activity. The antiviral effect exerted by inhibition of Pim kinases is based on at least two pillars: innate immunity and modulation of the endolysosomal system.
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Affiliation(s)
- Mirco Glitscher
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Nuka Ivalu Benz
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Catarina Sabino
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Robin Oliver Murra
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Sascha Hein
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Tobias Zahn
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Ines Mhedhbi
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Debora Stefanova
- Department of Biology, Institute of Molecular Health Sciences, ETH Zurich, Otto-Stern-Weg 7, 8093, Zurich, Switzerland
| | - Daniela Bender
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany
| | - Sabine Werner
- Department of Biology, Institute of Molecular Health Sciences, ETH Zurich, Otto-Stern-Weg 7, 8093, Zurich, Switzerland
| | - Eberhard Hildt
- Department of Virology, Paul-Ehrlich-Institute, Paul-Ehrlich-Straße 51-59, D63225, Langen, Germany.
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Maes A, Botzki A, Mathys J, Impens F, Saelens X. Systematic review and meta-analysis of genome-wide pooled CRISPR screens to identify host factors involved in influenza A virus infection. J Virol 2024; 98:e0185723. [PMID: 38567969 PMCID: PMC11257101 DOI: 10.1128/jvi.01857-23] [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: 12/01/2023] [Accepted: 03/14/2024] [Indexed: 05/15/2024] Open
Abstract
The host-virus interactome is increasingly recognized as an important research field to discover new therapeutic targets to treat influenza. Multiple pooled genome-wide CRISPR-Cas screens have been reported to identify new pro- and antiviral host factors of the influenza A virus. However, at present, a comprehensive summary of the results is lacking. We performed a systematic review of all reported CRISPR studies in this field in combination with a meta-analysis using the algorithm of meta-analysis by information content (MAIC). Two ranked gene lists were generated based on evidence in 15 proviral and 4 antiviral screens. Enriched pathways in the proviral MAIC results were compared to those of a prior array-based RNA interference (RNAi) meta-analysis. The top 50 proviral MAIC list contained genes whose role requires further elucidation, such as the endosomal ion channel TPCN1 and the kinase WEE1. Moreover, MAIC indicated that ALYREF, a component of the transcription export complex, has antiviral properties, whereas former knockdown experiments attributed a proviral role to this host factor. CRISPR-Cas-pooled screens displayed a bias toward early-replication events, whereas the prior RNAi meta-analysis covered early and late-stage events. RNAi screens led to the identification of a larger fraction of essential genes than CRISPR screens. In summary, the MAIC algorithm points toward the importance of several less well-known pathways in host-influenza virus interactions that merit further investigation. The results from this meta-analysis of CRISPR screens in influenza A virus infection may help guide future research efforts to develop host-directed anti-influenza drugs. IMPORTANCE Viruses rely on host factors for their replication, whereas the host cell has evolved virus restriction factors. These factors represent potential targets for host-oriented antiviral therapies. Multiple pooled genome-wide CRISPR-Cas screens have been reported to identify pro- and antiviral host factors in the context of influenza virus infection. We performed a comprehensive analysis of the outcome of these screens based on the publicly available gene lists, using the recently developed algorithm meta-analysis by information content (MAIC). MAIC allows the systematic integration of ranked and unranked gene lists into a final ranked gene list. This approach highlighted poorly characterized host factors and pathways with evidence from multiple screens, such as the vesicle docking and lipid metabolism pathways, which merit further exploration.
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Affiliation(s)
- Annabel Maes
- VIB Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
- Janssen Pharmaceutica NV, Beerse, Belgium
| | | | | | - Francis Impens
- VIB Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- VIB Proteomics Core, VIB, Ghent, Belgium
| | - Xavier Saelens
- VIB Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
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Prelli Bozzo C, Laliberté A, De Luna A, Pastorio C, Regensburger K, Krebs S, Graf A, Blum H, Volcic M, Sparrer KMJ, Kirchhoff F. Replication competent HIV-guided CRISPR screen identifies antiviral factors including targets of the accessory protein Nef. Nat Commun 2024; 15:3813. [PMID: 38714682 PMCID: PMC11076291 DOI: 10.1038/s41467-024-48228-x] [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: 12/06/2023] [Accepted: 04/24/2024] [Indexed: 05/10/2024] Open
Abstract
Innate antiviral factors are essential for effective defense against viral pathogens. However, the identity of major restriction mechanisms remains elusive. Current approaches to discover antiviral factors usually focus on the initial steps of viral replication and are limited to a single round of infection. Here, we engineered libraries of >1500 replication-competent HIV-1 constructs each expressing a single gRNAs to target >500 cellular genes for virus-driven discovery of antiviral factors. Passaging in CD4+ T cells robustly enriched HIV-1 encoding sgRNAs against GRN, CIITA, EHMT2, CEACAM3, CC2D1B and RHOA by >50-fold. Using an HIV-1 library lacking the accessory nef gene, we identified IFI16 as a Nef target. Functional analyses in cell lines and primary CD4+ T cells support that the HIV-driven CRISPR screen identified restriction factors targeting virus entry, transcription, release and infectivity. Our HIV-guided CRISPR technique enables sensitive discovery of physiologically relevant cellular defense factors throughout the entire viral replication cycle.
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Affiliation(s)
| | - Alexandre Laliberté
- Institute of Molecular Virology, Ulm University Medical Center, 89081, Ulm, Germany
| | - Aurora De Luna
- Institute of Molecular Virology, Ulm University Medical Center, 89081, Ulm, Germany
| | - Chiara Pastorio
- Institute of Molecular Virology, Ulm University Medical Center, 89081, Ulm, Germany
| | - Kerstin Regensburger
- Institute of Molecular Virology, Ulm University Medical Center, 89081, Ulm, Germany
| | - Stefan Krebs
- Laboratory for Functional Genome Analysis Gene Center, LMU Munich, 81377, Munich, Germany
| | - Alexander Graf
- Laboratory for Functional Genome Analysis Gene Center, LMU Munich, 81377, Munich, Germany
| | - Helmut Blum
- Laboratory for Functional Genome Analysis Gene Center, LMU Munich, 81377, Munich, Germany
| | - Meta Volcic
- Institute of Molecular Virology, Ulm University Medical Center, 89081, Ulm, Germany
| | | | - Frank Kirchhoff
- Institute of Molecular Virology, Ulm University Medical Center, 89081, Ulm, Germany.
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Pagis A, Alfi O, Kinreich S, Yilmaz A, Hamdan M, Gadban A, Panet A, Wolf DG, Benvenisty N. Genome-wide loss-of-function screen using human pluripotent stem cells to study virus-host interactions for SARS-CoV-2. Stem Cell Reports 2023; 18:1766-1774. [PMID: 37703821 PMCID: PMC10545482 DOI: 10.1016/j.stemcr.2023.07.003] [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: 12/13/2022] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 09/15/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019, has become a global health concern. Therefore, there is an immense need to understand the network of virus-host interactions by using human disease-relevant cells. We have thus conducted a loss-of-function genome-wide screen using haploid human embryonic stem cells (hESCs) to identify genes involved in SARS-CoV-2 infection. Although the undifferentiated hESCs are resistant to SARS-CoV-2, their differentiated definitive endoderm (DE) progenies, which express high levels of ACE2, are highly sensitive to the virus. Our genetic screening was able to identify the well-established entry receptor ACE2 as a host factor, along with additional potential novel modulators of SARS-CoV-2. Two such novel screen hits, the transcription factor MAFG and the transmembrane protein TMEM86A, were further validated as conferring resistance against SARS-CoV-2 by using CRISPR-mediated mutagenesis in hESCs, followed by differentiation of mutant lines into DE cells and infection by SARS-CoV-2. Our genome-wide genetic screening investigated SARS-CoV-2 host factors in non-cancerous human cells with endogenous ACE2 expression, providing a unique platform to identify novel modulators of SARS-CoV-2 cytopathology in human cells.
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Affiliation(s)
- Ariel Pagis
- The Azrieli Center for Stem Cells and Genetic Research, Department of Genetics, The Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - Or Alfi
- Clinical Virology Unit, Hadassah Hebrew University Medical Center, Jerusalem 91120, Israel; Lautenberg Center for General and Tumor Immunology, The Hebrew University, Jerusalem 91121, Israel
| | - Shay Kinreich
- The Azrieli Center for Stem Cells and Genetic Research, Department of Genetics, The Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - Atilgan Yilmaz
- The Azrieli Center for Stem Cells and Genetic Research, Department of Genetics, The Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel; Leuven Stem Cell Institute, Department of Development and Regeneration, KU Leuven, 3000 Leuven, Belgium
| | - Marah Hamdan
- Clinical Virology Unit, Hadassah Hebrew University Medical Center, Jerusalem 91120, Israel
| | - Aseel Gadban
- The Azrieli Center for Stem Cells and Genetic Research, Department of Genetics, The Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
| | - Amos Panet
- Department of Biochemistry, Faculty of Medicine, The Hebrew University, Jerusalem 91121, Israel
| | - Dana G Wolf
- Clinical Virology Unit, Hadassah Hebrew University Medical Center, Jerusalem 91120, Israel; Lautenberg Center for General and Tumor Immunology, The Hebrew University, Jerusalem 91121, Israel.
| | - Nissim Benvenisty
- The Azrieli Center for Stem Cells and Genetic Research, Department of Genetics, The Silberman Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel.
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6
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McDougal MB, De Maria AM, Ohlson MB, Kumar A, Xing C, Schoggins JW. Interferon inhibits a model RNA virus via a limited set of inducible effector genes. EMBO Rep 2023; 24:e56901. [PMID: 37497756 PMCID: PMC10481653 DOI: 10.15252/embr.202356901] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 06/29/2023] [Accepted: 07/04/2023] [Indexed: 07/28/2023] Open
Abstract
Interferons control viral infection by inducing the expression of antiviral effector proteins encoded by interferon-stimulated genes (ISGs). The field has mostly focused on identifying individual antiviral ISG effectors and defining their mechanisms of action. However, fundamental gaps in knowledge about the interferon response remain. For example, it is not known how many ISGs are required to protect cells from a particular virus, though it is theorized that numerous ISGs act in concert to achieve viral inhibition. Here, we used CRISPR-based loss-of-function screens to identify a markedly limited set of ISGs that confer interferon-mediated suppression of a model alphavirus, Venezuelan equine encephalitis virus (VEEV). We show via combinatorial gene targeting that three antiviral effectors-ZAP, IFIT3, and IFIT1-together constitute the majority of interferon-mediated restriction of VEEV, while accounting for < 0.5% of the interferon-induced transcriptome. Together, our data suggest a refined model of the antiviral interferon response in which a small subset of "dominant" ISGs may confer the bulk of the inhibition of a given virus.
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Affiliation(s)
- Matthew B McDougal
- Department of MicrobiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - Anthony M De Maria
- Department of MicrobiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - Maikke B Ohlson
- Department of MicrobiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - Ashwani Kumar
- Bioinformatics Core, McDermott CenterUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - Chao Xing
- Bioinformatics Core, McDermott CenterUniversity of Texas Southwestern Medical CenterDallasTXUSA
| | - John W Schoggins
- Department of MicrobiologyUniversity of Texas Southwestern Medical CenterDallasTXUSA
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McDougal MB, De Maria AM, Ohlson MB, Kumar A, Xing C, Schoggins JW. Interferon inhibits a model RNA virus via a limited set of inducible effector genes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.21.529297. [PMID: 36865157 PMCID: PMC9980057 DOI: 10.1101/2023.02.21.529297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
Interferons control viral infection by inducing the expression of antiviral effector proteins encoded by interferon-stimulated genes (ISGs). The field has mostly focused on identifying individual antiviral ISG effectors and defining their mechanisms of action. However, fundamental gaps in knowledge about the interferon response remain. For example, it is not known how many ISGs are required to protect cells from a particular virus, though it is theorized that numerous ISGs act in concert to achieve viral inhibition. Here, we used CRISPR-based loss-of-function screens to identify a markedly limited set of ISGs that confer interferon-mediated suppression of a model alphavirus, Venezuelan equine encephalitis virus (VEEV). We show via combinatorial gene targeting that three antiviral effectors - ZAP, IFIT3, and IFIT1 - together constitute the majority of interferon-mediated restriction of VEEV, while accounting for less than 0.5% of the interferon-induced transcriptome. Together, our data suggests a refined model of the antiviral interferon response in which a small subset of "dominant" ISGs may confer the bulk of the inhibition of a given virus.
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Repurposing Probenecid to Inhibit SARS-CoV-2, Influenza Virus, and Respiratory Syncytial Virus (RSV) Replication. Viruses 2022; 14:v14030612. [PMID: 35337018 PMCID: PMC8955960 DOI: 10.3390/v14030612] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 03/08/2022] [Accepted: 03/14/2022] [Indexed: 12/02/2022] Open
Abstract
Viral replication and transmissibility are the principal causes of endemic and pandemic disease threats. There remains a need for broad-spectrum antiviral agents. The most common respiratory viruses are endemic agents such as coronaviruses, respiratory syncytial viruses, and influenza viruses. Although vaccines are available for SARS-CoV-2 and some influenza viruses, there is a paucity of effective antiviral drugs, while for RSV there is no vaccine available, and therapeutic treatments are very limited. We have previously shown that probenecid is safe and effective in limiting influenza A virus replication and SARS-CoV-2 replication, along with strong evidence showing inhibition of RSV replication in vitro and in vivo. This review article will describe the antiviral activity profile of probenecid against these three viruses.
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