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Mihalič F, Simonetti L, Giudice G, Sander MR, Lindqvist R, Peters MBA, Benz C, Kassa E, Badgujar D, Inturi R, Ali M, Krystkowiak I, Sayadi A, Andersson E, Aronsson H, Söderberg O, Dobritzsch D, Petsalaki E, Överby AK, Jemth P, Davey NE, Ivarsson Y. Large-scale phage-based screening reveals extensive pan-viral mimicry of host short linear motifs. Nat Commun 2023; 14:2409. [PMID: 37100772 PMCID: PMC10132805 DOI: 10.1038/s41467-023-38015-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 04/12/2023] [Indexed: 04/28/2023] Open
Abstract
Viruses mimic host short linear motifs (SLiMs) to hijack and deregulate cellular functions. Studies of motif-mediated interactions therefore provide insight into virus-host dependencies, and reveal targets for therapeutic intervention. Here, we describe the pan-viral discovery of 1712 SLiM-based virus-host interactions using a phage peptidome tiling the intrinsically disordered protein regions of 229 RNA viruses. We find mimicry of host SLiMs to be a ubiquitous viral strategy, reveal novel host proteins hijacked by viruses, and identify cellular pathways frequently deregulated by viral motif mimicry. Using structural and biophysical analyses, we show that viral mimicry-based interactions have similar binding strength and bound conformations as endogenous interactions. Finally, we establish polyadenylate-binding protein 1 as a potential target for broad-spectrum antiviral agent development. Our platform enables rapid discovery of mechanisms of viral interference and the identification of potential therapeutic targets which can aid in combating future epidemics and pandemics.
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Affiliation(s)
- Filip Mihalič
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Leandro Simonetti
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Girolamo Giudice
- European Molecular Biology Laboratory-European Bioinformatics Institute, Hinxton, CB10 1SD, UK
| | - Marie Rubin Sander
- Department of Pharmaceutical Biosciences, Uppsala University, Husargatan 3, Box 591, SE-751 24, Uppsala, Sweden
| | - Richard Lindqvist
- Department of Clinical Microbiology, Umeå University, 90187, Umeå, Sweden
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, 90186, Umeå, Sweden
| | - Marie Berit Akpiroro Peters
- Department of Clinical Microbiology, Umeå University, 90187, Umeå, Sweden
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, 90186, Umeå, Sweden
| | - Caroline Benz
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Eszter Kassa
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Dilip Badgujar
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Raviteja Inturi
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Muhammad Ali
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Izabella Krystkowiak
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB, UK
| | - Ahmed Sayadi
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Eva Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Hanna Aronsson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, Husargatan 3, 751 23, Uppsala, Sweden
| | - Ola Söderberg
- Department of Pharmaceutical Biosciences, Uppsala University, Husargatan 3, Box 591, SE-751 24, Uppsala, Sweden
| | - Doreen Dobritzsch
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden
| | - Evangelia Petsalaki
- European Molecular Biology Laboratory-European Bioinformatics Institute, Hinxton, CB10 1SD, UK
| | - Anna K Överby
- Department of Clinical Microbiology, Umeå University, 90187, Umeå, Sweden
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, 90186, Umeå, Sweden
| | - Per Jemth
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, Husargatan 3, 751 23, Uppsala, Sweden.
| | - Norman E Davey
- Division of Cancer Biology, The Institute of Cancer Research, 237 Fulham Road, London, SW3 6JB, UK.
| | - Ylva Ivarsson
- Department of Chemistry - BMC, Uppsala University, Box 576, Husargatan 3, 751 23, Uppsala, Sweden.
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Feuer E, Zimran G, Shpilman M, Mosquna A. A Modified Yeast Two-Hybrid Platform Enables Dynamic Control of Expression Intensities to Unmask Properties of Protein-Protein Interactions. ACS Synth Biol 2022; 11:2589-2598. [PMID: 35895499 PMCID: PMC9442787 DOI: 10.1021/acssynbio.2c00192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The yeast two-hybrid (Y2H) assay is widely used for protein-protein interaction characterization due to its simplicity and accessibility. However, it may mask changes in affinity caused by mutations or ligand activation due to signal saturation. To overcome this drawback, we modified the Y2H system to have tunable protein expression by introducing a fluorescent reporter and a pair of synthetic inducible transcription factors to regulate the expression of interacting components. We found that the application of inducers allowed us to adjust the concentrations of interacting proteins to avoid saturation and observe interactions otherwise masked in the canonical Y2H assay, such as the abscisic acid-mediated increase in affinity of monomeric abscisic acid receptors to the coreceptor. When applied in future studies, our modified system may provide a more accurate characterization of protein-protein interactions.
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Affiliation(s)
- Erez Feuer
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot 7610000, Israel
| | - Gil Zimran
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot 7610000, Israel
| | - Michal Shpilman
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot 7610000, Israel
| | - Assaf Mosquna
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, The Hebrew University of Jerusalem, Rehovot 7610000, Israel
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Benz C, Ali M, Krystkowiak I, Simonetti L, Sayadi A, Mihalic F, Kliche J, Andersson E, Jemth P, Davey NE, Ivarsson Y. Proteome-scale mapping of binding sites in the unstructured regions of the human proteome. Mol Syst Biol 2022; 18:e10584. [PMID: 35044719 PMCID: PMC8769072 DOI: 10.15252/msb.202110584] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 12/21/2021] [Accepted: 12/22/2021] [Indexed: 12/18/2022] Open
Abstract
Specific protein-protein interactions are central to all processes that underlie cell physiology. Numerous studies have together identified hundreds of thousands of human protein-protein interactions. However, many interactions remain to be discovered, and low affinity, conditional, and cell type-specific interactions are likely to be disproportionately underrepresented. Here, we describe an optimized proteomic peptide-phage display library that tiles all disordered regions of the human proteome and allows the screening of ~ 1,000,000 overlapping peptides in a single binding assay. We define guidelines for processing, filtering, and ranking the results and provide PepTools, a toolkit to annotate the identified hits. We uncovered >2,000 interaction pairs for 35 known short linear motif (SLiM)-binding domains and confirmed the quality of the produced data by complementary biophysical or cell-based assays. Finally, we show how the amino acid resolution-binding site information can be used to pinpoint functionally important disease mutations and phosphorylation events in intrinsically disordered regions of the proteome. The optimized human disorderome library paired with PepTools represents a powerful pipeline for unbiased proteome-wide discovery of SLiM-based interactions.
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Affiliation(s)
- Caroline Benz
- Department of Chemistry ‐ BMCUppsala UniversityUppsalaSweden
| | - Muhammad Ali
- Department of Chemistry ‐ BMCUppsala UniversityUppsalaSweden
| | | | | | - Ahmed Sayadi
- Department of Chemistry ‐ BMCUppsala UniversityUppsalaSweden
| | - Filip Mihalic
- Department of Medical Biochemistry and MicrobiologyUppsala UniversityUppsalaSweden
| | - Johanna Kliche
- Department of Chemistry ‐ BMCUppsala UniversityUppsalaSweden
| | - Eva Andersson
- Department of Medical Biochemistry and MicrobiologyUppsala UniversityUppsalaSweden
| | - Per Jemth
- Department of Medical Biochemistry and MicrobiologyUppsala UniversityUppsalaSweden
| | - Norman E Davey
- Division of Cancer BiologyThe Institute of Cancer ResearchLondonUK
| | - Ylva Ivarsson
- Department of Chemistry ‐ BMCUppsala UniversityUppsalaSweden
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Cluet D, Vergier B, Levy NP, Dehau L, Thurman A, Amri I, Spichty M. Titration of apparent in-cellula affinities of protein-protein interactions. Chembiochem 2021; 23:e202100640. [PMID: 34932835 DOI: 10.1002/cbic.202100640] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 12/21/2021] [Indexed: 11/07/2022]
Abstract
A genetic assay permits simultaneous quantification of two interacting proteins and their bound fraction at the single-cell level using flow cytometry. Apparent in-cellula affinities of protein-protein interactions can be extracted from the acquired data through a titration-like analysis. The applicability of this approach is demonstrated on a diverse set of interactions with proteins from different families and organisms and with in-vitro dissociation constants ranging from picomolar to micromolar.
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Affiliation(s)
- David Cluet
- Laboratoire de Biologie et de Modélisation de la Cellule, Ecole Normale Supérieure de Lyon, CNRS, Université Lyon 1, Université de Lyon, 46 allée d'Italie, 69364, Lyon cedex 07, France
| | - Blandine Vergier
- Laboratoire de Biologie et de Modélisation de la Cellule, Ecole Normale Supérieure de Lyon, CNRS, Université Lyon 1, Université de Lyon, 46 allée d'Italie, 69364, Lyon cedex 07, France
| | - Nicolas-Pierre Levy
- Laboratoire de Biologie et de Modélisation de la Cellule, Ecole Normale Supérieure de Lyon, CNRS, Université Lyon 1, Université de Lyon, 46 allée d'Italie, 69364, Lyon cedex 07, France
| | - Lucie Dehau
- Laboratoire de Biologie et de Modélisation de la Cellule, Ecole Normale Supérieure de Lyon, CNRS, Université Lyon 1, Université de Lyon, 46 allée d'Italie, 69364, Lyon cedex 07, France
| | - Alexandre Thurman
- Laboratoire de Biologie et de Modélisation de la Cellule, Ecole Normale Supérieure de Lyon, CNRS, Université Lyon 1, Université de Lyon, 46 allée d'Italie, 69364, Lyon cedex 07, France
| | - Ikram Amri
- Laboratoire de Biologie et de Modélisation de la Cellule, Ecole Normale Supérieure de Lyon, CNRS, Université Lyon 1, Université de Lyon, 46 allée d'Italie, 69364, Lyon cedex 07, France
| | - Martin Spichty
- Laboratoire d'Innovation Moléculaire et Applications, Université de Strasbourg -, Centre National de la Recherche Scientifique, Université de Haute-Alsace, 3 bis rue Alfred Werner, 68057, Mulhouse Cedex, France
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