Cited by 113Advanced Proteomics Techniques and Applicationsinterferon and immune responsesAdvanced Biosensing Techniques and Applications

Proteomic approaches to uncovering virus–host protein interactions during the progression of viral infection

Open access
Lum, Krystal K, Cristea, Ileana M·2016·Expert Review of Proteomics

Abstract

The integration of proteomic methods to virology has facilitated a significant breadth of biological insight into mechanisms of virus replication, antiviral host responses and viral subversion of host defenses. Throughout the course of infection, these cellular mechanisms rely heavily on the formation of temporally and spatially regulated virus-host protein-protein interactions. Reviewed here are proteomic-based approaches that have been used to characterize this dynamic virus-host interplay. Specifically discussed are the contribution of integrative mass spectrometry, antibody-based affinity purification of protein complexes, cross-linking and protein array techniques for elucidating complex networks of virus-host protein associations during infection with a diverse range of RNA and DNA viruses. The benefits and limitations of applying proteomic methods to virology are explored, and the contribution of these approaches to important biological discoveries and to inspiring new tractable avenues for the design of antiviral therapeutics is highlighted.

AI snapshot

Written from the paper’s full text.

TL;DR

This review surveys proteomic strategies—affinity purification mass spectrometry, yeast two-hybrid, cross-linking, and protein arrays—used to map virus–host protein interactions across infection. It argues these approaches reveal temporal and spatial interaction networks that inform viral replication, immune evasion, and antiviral target discovery.

Key findings

  • AP-MS studies identified large interaction networks: an HIV study found nearly 500 specific HIV–host interactions, about 40% shared between HEK293 and Jurkat cells; a DNA tumor virus study reported roughly 3,800 virus–host interactions from 54 viral and 1,079 host proteins; and a viral immune modulator survey found over 1,600 associations involving 579 host proteins.
  • Temporal AP-MS revealed stage-specific interactions: SINV nsP3 recruited G3BP at all sampled times (2–10 hpi) but 14-3-3 only at 6, 8, and 10 hpi; HSV-1 ICP8 at 6.5 hpi yielded over 50 cellular and viral proteins; and pUL46–ICP0 was observed at 6 and 14 hpi.
  • Direct-interaction methods contributed complementary data: an EBV–human Y2H screen produced 173 unique associations; a Dengue Y2H screen identified over 130 novel interactions; cross-linking with Protein Interaction Reporter on potato leafroll virus revealed topology needed for virion stability and aphid transmission; and NAPPA included 2,035 open reading frame clones from 830 viral genes.
  • The review notes that public databases contain over 5,000 curated non-redundant virus–host interactions, while stressing that validation and functional follow-up are needed to move from interaction lists to biological mechanisms.

Methods

  • This is a narrative review, not a primary experimental study; it synthesizes published proteomic virology literature and discusses representative examples across RNA and DNA viruses.
  • It describes AP-MS workflows including cell lysis, immunoaffinity purification, LC-MS/MS, label-free quantification, SILAC, TMT, tagged viruses or proteins, and tandem affinity purification.
  • It also covers yeast two-hybrid, chemical cross-linking, NAPPA protein arrays, and validation approaches such as reciprocal isolation, co-localization, FRET, proximity ligation assay, and functional perturbation.

Limitations

  • The paper states that AP-MS can co-isolate nonspecific proteins; overexpression of individual viral proteins lacks viral cofactors and temporal context and may produce biologically irrelevant or false-negative associations; Y2H can generate false positives by forcing proteins from different compartments together; cross-linking/MS can suffer incomplete cross-linking and noisy spectra; NAPPA cannot distinguish direct from indirect interactions and may miss posttranslational-modification-dependent interactions; and control repositories remain limited for infected cells.
  • The paper also notes that tag location and size can affect protein function, localization, or virus titers, and that tandem affinity purification is less suited to transient interactions.
  • Evident from the text: as a review, it presents selected examples rather than a systematic meta-analysis, and many interaction datasets rely on cell models—sometimes non-physiologically relevant, such as HEK293 for HIV—so findings require validation in relevant biological systems.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1586/14789450.2016.1147353

Cites

Statistics

Nothing to recompute.

Claims the paper makes

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  • Interpretationcitation

    Knowledge of temporal virus-host interactions can identify viral or host factors that are targetable in antiviral therapeutics.

    “knowledge of temporal virus–host interactions can also reveal viral or host factors that can be targeted in antiviral therapeutics.”
    • Also stated in: § Introduction · plain
      “The identification and characterization of virus–host protein interactions can point to essential events needed for viral entry, replication, or spread, which can be leveraged as new avenues for antiviral therapeutics to predict, prevent, or treat virus-induced afflictions [20,21].”
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  • Study design and conductcitation

    Control selection is essential for judging the specificity of viral-host protein interactions identified.

    “The selection of controls is critical for assessing the specificity of the identified viral–host protein interactions.”
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  • Premisereasoning

    NAPPA is a self-assembling protein array technology useful for high-throughput profiling of virus-host interactions.

    “A method proven useful for such studies is based on self-assembling protein array technology, and termed Nucleic Acid Programmable Protein Array (NAPPA) (Figure 2B).”
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  • Interpretationreasoning

    These proteomics approaches have produced biological discoveries that advance knowledge of how virus-host multi-molecular protein assemblies modulate host defense, virus replication, and viral subversion.

    “Altogether, these proteomics approaches have led to biological discoveries that have advanced the current knowledge of how virus–host multi-molecular protein assemblies modulate mechanisms of host cellular defense, virus replication, and virus subversion of host defenses.”
    Quote in the paperSubstantial claim
  • Interpretationreasoning

    These proteomics approaches are broadly applicable to studying the life cycle and pathogenesis of many viruses infecting diverse hosts, from humans to mosquitoes and plants.

    “Importantly, these approaches are broadly applicable to studying the life cycle and pathogenesis of many types of viruses that infect a diverse range of hosts, from human to mosquitos and plants.”
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    Premisenone given

    AP-MS can be used either to study interactions during infection, providing temporal information, or after overexpression of individual viral gene products to study single protein functions.

    “This approach has been used to either study interactions during the progression of an infection, providing information about the temporality of interaction events, or following the overexpression of individual viral gene products to gain insight into the functions of single proteins (Figure 2A).”
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    Premisenone given

    AP-MS has been successfully used in virology to isolate virus-virus and virus-host multi-protein complexes, enabling identification of both indirect and direct protein interactions.

    “AP-MS has been successfully implemented in virology studies to isolate virus–virus and virus–host multi-protein complexes, allowing the identification of both indirect and direct protein interactions.”
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    Premisecitation

    Proteomic approaches have been increasingly applied to virology studies over the last decade.

    “The last decade has witnessed the increasing application of proteomic approaches to virology studies [22].”
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    Premisenone given

    All viruses are obligate parasites whose evolutionarily conserved life cycles depend on virus-host interactions, often through protein-protein associations.

    “In fact, all viruses are obligate parasites and undergo evolutionarily conserved life cycles that dutifully depend on virus–host interactions, frequently mediated by protein–protein associations.”
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    Premisereasoning

    Temporally and spatially regulated virus-host protein interactions are central to virus replication and spread and to modulation of host antiviral defenses.

    “At the core of virus replication and spread is the formation of virus–host protein interactions.”
    • Also stated in: § Introduction · plain
      “Therefore, the establishment of virus–host and host–host protein interactions that are temporally and spatially regulated is critical for the progression of the virus life cycle, as well as for the modulation of host antiviral defenses.”
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    Premisecitation

    In PRV-infected neurons, Us9 interacts with KIF1A, and KIF1A is required for viral capsid transport in axons and for infection spread.

    “the Enquist research group found that the viral protein Us9 interacts with the cellular kinesin KIF1A.”
    • Also stated in: § Identifying protein interactions using epitope-tagged viruses · boosted
      “demonstrating that KIF1A is required for the transport of viral capsid in axons and for the spread of infection [42].”
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    Premisecitation

    In HCMV-infected primary human fibroblasts, the HDAC1-containing nucleosome remodeling and deacetylase complex interacts with viral proteins pUL29/28 and pUL38, an association implicated in facilitating immediate-early viral RNA production.

    “By AP-MS, it was observed that the HDAC1-containing nucleosome remodeling and deacetylase complex interacted with viral proteins pUL29/28 and pUL38. This association was ultimately implicated in facilitating the production of immediate-early viral RNAs.”
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    • cites [38] Terhune SS, 2010, Plos Pathog source

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    Premisecitation

    Magnetic beads are versatile for capturing multi-protein complexes of various sizes and reduce nonspecific associations through washing.

    “By providing surface binding, these beads tend to be versatile for capturing multi-protein complexes of various sizes. Additionally, given their isolation via a magnet, these beads can be readily subjected to washing steps, reducing the presence of nonspecific associations [23].”
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    Premisecitation

    In SINV-infected fibroblasts, nsP3 interacts with G3BP at all assessed time points (2-10 hpi) and with 14-3-3 only at late 6, 8, and 10 hpi.

    “This study led to the discovery of time-specific interactions, with the early and stable recruitment of an endoribonuclease (G3BP), identified at all time points assessed, and the later recruitment of signaling proteins (14-3-3), identified only at the late 6, 8, and 10 hpi time points in the SINV life cycle.”
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    Premisereasoning

    Yeast two-hybrid and cross-linking are proteomic methods for identifying direct protein interactions during infection.

    “Such methods include yeast-two hybrid (Y2H) and cross-linking (Figure 2B)”
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    Premisecitation

    In HCMV-infected primary human fibroblasts, pUL27 is necessary and sufficient to destabilize and degrade cellular acetyltransferase Tip60.

    “pUL27, a protein of previously unknown function, was found to be necessary and sufficient to destabilize and degrade a cellular acetyltransferase, Tip60.”
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    Premisecitation

    In HSV-1-infected human epidermoid cells at 6 hpi, ICP27 interacts with eIF3 subunits p47 and p116, eIF4G, and poly-adenylate binding protein, suggesting ICP27 may interfere with viral or host mRNA translation.

    “the Knipe group subsequently identified the eukaryotic translation initiation eIF3 subunits p47 and p116, eIF4G, and poly-adenylate binding protein as cellular interactors of the HSV-1 immediate-early protein ICP27 in human epidermoid cells at 6 hpi. These results suggested that ICP27 may interfere with viral or host mRNA translation [36].”
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    Premisecitation

    In HSV-1-infected human fibroblasts, ICP0 targets viral protein pUL46 for proteasome-dependent degradation, proposed as internal regulation of viral protein levels.

    “the viral E3 ubiquitin ligase protein ICP0 does not only target host defense proteins for proteasome-dependent degradation, but also a viral protein, the outer tegument protein pUL46.”
    • Also stated in: § Identifying protein interactions using epitope-tagged viruses · hedged
      “The interaction between pUL46 and ICP0, observed and validated at both time points, was further functionally characterized and proposed to likely act as an internal regulation of viral protein levels during the virus life cycle [40].”
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    Premisecitation

    Cryogenic cell lysis provides reproducible and effective cell disruption, helps access challenging protein interactions, and preserves protein complexes and weak interactions.

    “this strategy was shown to help preserve protein complexes and weak protein interactions [24,25].”
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    Premisecitation

    In HSV-1-infected cells, ICP0 is the most abundant viral interaction with IFI16 at 3 and 8 hpi, and ICP0 targets IFI16 for proteasome-dependent degradation, inhibiting IFI16-mediated immune responses.

    “the HSV-1 immediate-early transactivating protein ICP0 was determined to be the most abundant viral interaction with IFI16. Further functional analyses [18] provided additional support for the current model that during early stages of HSV-1 infection, ICP0 employs a virus immune evasion strategy mediated by protein associations to target IFI16 for proteasome-dependent degradation. This early assoc”
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    Premisecitation

    In HCV-infected hepatoma cells, CD81 interacts with serum response factor binding protein 1, which is critical for HCV cell penetration and is a specific entry factor for all seven HCV genotypes.

    “Serum response factor binding protein 1 was identified as a CD81 interaction, and shown to have a critical role in the cell penetration by HCV. This protein was further demonstrated to be a specific virus entry factor for HCV, functioning for all seven HCV genotypes.”
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    Premisecitation

    In cells overexpressing BEFVα1, BEFVα1 interacts with importins β1 and 7, implicating nuclear trafficking in infection progression.

    “GFP tagging and AP-MS led to the identification of a novel association between a protein of unknown function in the rhabdovirus bovine ephemeral fever virus, BEFVα1, and the cellular importins β1 and 7, implicating nuclear trafficking in the progression of infection [41].”
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    Study design and conductreasoning

    Overexpression of single epitope-tagged viral proteins is an alternative when full-length replication-competent virus strains are unavailable, but it has a different biological impact than infection, limiting data interpretation and potentially yielding biologically irrelevant and false-negative associations.

    “It is important to consider that this approach has a different biological impact on the host cell than an infection with a full-length virus, thereby limiting the data interpretation.”
    • Also stated in: § AP-MS protein interaction studies using overexpression of individual viral gene products · hedged
      “both biologically irrelevant and false-negative associations may arise in a context-dependent manner.”
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    Premisecitation

    Sequestration of importins in the cytoplasm has been reported for Ebola as a means to inhibit interferon signaling.

    “The sequestration of importins in the cytoplasm has been reported for other non-nuclear-replicating viruses, such as Ebola [58], as a means to inhibit interferon signaling.”
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    Premiseown data

    Overexpression of BEFVα1 slightly decreases nuclear importin β1 levels but does not affect importin 7 localization.

    “showing that overexpression of BEFVα1 leads to a slight decrease in the levels of nuclear importin β1, while not affecting the localization of importin 7.”
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    Premisecitation

    In HCMV infection, the major viral tegument protein binds IFI16 in the nucleus, blocking its oligomerization and antiviral cytokine response.

    “the major viral tegument protein during HCMV infection was shown to bind to IFI16 in the nucleus, thereby blocking its ability to oligomerize and initiate antiviral cytokine response.”
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    Premisecitation

    The glycoprotein spike proteins of other coronaviruses associate with cellular receptors, facilitating virion entry.

    “It was previously known that the glycoprotein spike proteins of other coronaviruses associate with cellular receptors, facilitating virion entry [60–63].”
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    • cites [63] Kubo H, 1994, J Virol source

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    Premisecitation

    By assessing various HPV subtypes, these studies were able to identify both strain-specific associations, as well as interactions conserved across HPV strains.

    “By assessing various HPV subtypes, clinically classified by severity of oncogenesis and disease, these studies were able to identify both strain-specific associations, as well as interactions conserved across HPV strains.”
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    Premisecitation

    Subsequent functional assays further suggested that the virus may sequester USP7 indirectly to inhibit host-induced apoptosis and promote cell cycle growth.

    “Subsequent functional assays further suggested that the virus may sequester USP7 indirectly to inhibit host-induced apoptosis and promote cell cycle growth.”
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    Premisereasoning

    TAP tagging can help in obtaining cleaner purifications in comparison to one-step isolations and for identifying strong protein-protein interactions.

    “this method can help in obtaining cleaner purifications in comparison to one-step isolations and for identifying strong protein–protein interactions.”
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    Premisecitation

    TAP tagging was first used to identify multiprotein yeast complexes in 1999.

    “TAP tagging was first used to identify multiprotein yeast complexes in 1999 [70]”
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    Interpretationown data

    As SAMHD1 hinders efficient viral cDNA synthesis during HIV infection, this study illustrates a viral usurpation mechanism by which HIV-2 evolved to establish infection in myeloid cells by inhibiting the host innate immune response.

    “As SAMHD1 hinders efficient viral cDNA synthesis during HIV infection, this study illustrates a viral usurpation mechanism by which HIV-2 evolved to establish infection in myeloid cells by inhibiting the host innate immune response.”
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    Premisecitation

    While some viral proteins can be tagged at their C- or N-termini, others may require the inclusion of the tag within an internal loop.

    “While some viral proteins can be tagged at their C- or N-termini (e.g. [86]), others may require the inclusion of the tag within an internal loop (e.g. [24]).”
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    Premisecitation

    These findings corroborated previous observations that VP40 is sufficient to generate Ebola virus-like particles that form by budding off from host plasma membranes.

    “These findings corroborated previous observations that VP40 is sufficient to generate Ebola virus-like particles that form by budding off from host plasma membranes [79,80].”
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    Premisecitation

    It was previously reported that in myeloid cells transduced with HIV-2, Vpx prevents the inhibition of HIV-1 infection by associating with and hijacking a cellular E3 ubiquitin-protein ligase complex, including the proteins cullin 4 and DCAF1.

    “It was previously reported that in myeloid cells transduced with HIV-2, Vpx prevents the inhibition of HIV-1 infection by associating with and hijacking a cellular E3 ubiquitin-protein ligase complex, including the proteins cullin 4 and DCAF1 [82,83].”
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    Premisereasoning

    The use of a smaller tag tends to be preferred, as a large tag may impact protein size, affecting its localization and interactions.

    “However, the use of a smaller tag tends to be preferred, as a large tag may impact protein size, affecting its localization and interactions.”
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    Interpretationreasoning

    The global strategy adopted by this study and others provided a resource for further hypothesis-driven investigations into the functions of both characterized and poorly understood proteins during viral infection.

    “The global strategy adopted by this study and others provided a resource for further hypothesis-driven investigations into the functions of both characterized and poorly understood proteins during viral infection.”
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    Premisecitation

    Of these interactions, six were in complexes involved in DNA replication and packaging of phage particles.

    “Of these interactions, six were in complexes involved in DNA replication and packaging of phage particles.”
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    Premisereasoning

    The available location for tagging is influenced by the protein conformation and by the necessity of certain domains for protein interactions.

    “The available location for tagging is influenced by the protein conformation and by the necessity of certain domains for protein interactions.”
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    Interpretationreasoning

    Even the inability to tag a protein at a given location can be informative and highlight a functionally important region.

    “Therefore, even the inability to tag a protein at a given location can be informative and highlight a functionally important region.”
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    Premisecitation

    NS3 and NS5A were found to deregulate cellular focal adhesion, which could instigate tumorigenesis and cell detachment from extracellular matrix components.

    “Interestingly, NS3 and NS5A were found to deregulate cellular focal adhesion, which could instigate tumorigenesis and cell detachment from extracellular matrix components [89].”
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    Premisenone given

    AP-MS approaches can reveal the formation of virus-host macromolecular complexes during infection, and inform on downstream pathways regulated by certain functional protein complexes.

    “The use of AP-MS approaches can reveal the formation of virus–host macromolecular complexes during infection, and inform on downstream pathways regulated by certain functional protein complexes.”
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    Premisereasoning

    A larger tag tends to offer higher efficiency of isolation, as the use of polyclonal antibodies or multiple monoclonal antibodies is possible.

    “A larger tag tends to offer higher efficiency of isolation, as the use of polyclonal antibodies or multiple monoclonal antibodies is possible.”
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    Premisecitation

    As early as 1996, Bartel et al. applied a genome-wide Y2H screen on proteins from E. coli and bacteriophage T7 to reveal 25 interactions.

    “As early as 1996, Bartel et al. applied a genome-wide Y2H screen on proteins from Escherichia coli and bacteriophage T7 to reveal 25 interactions [87].”
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    Premisenone given

    The isolation of protein complexes by AP-MS is known to be affected by the generation of non-specific associations during cell lysis.

    “the isolation of protein complexes by AP-MS is known to be affected by the generation of non-specific associations during cell lysis, as detailed above.”
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    Interpretationreasoning

    The integration of AP-MS with Y2H can help to filter some of the false positives and nonspecific associations generated by these approaches, and highlight the most prominent interactions for further functional analyses.

    “The integration of AP-MS with Y2H can help to filter some of the false positives and nonspecific associations generated by these approaches, and highlight the most prominent interactions for further functional analyses.”
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    Premisecitation

    Protein cross-linking has been instrumental in uncovering numerous protein-protein interactions.

    “Beginning as early as the 1960s, protein cross-linking has been instrumental in uncovering numerous protein–protein interactions [95,96].”
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    Premisecitation

    From this study, researchers identified over 1600 virus-host protein associations that highlighted both species-specific and conserved viral immune-evasive strategies.

    “From this study, researchers identified over 1600 virus–host protein associations that highlighted both species-specific and conserved viral immune-evasive strategies [92].”
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    Premisecitation

    Formaldehyde crosslinking has become an integral element in numerous fundamental biochemical, molecular, and cellular biological techniques.

    “As an example, formaldehyde crosslinking has become an integral element in numerous fundamental biochemical, molecular, and cellular biological techniques”
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    Premisereasoning

    This method covalently links one protein to another in virus-infected cells, thereby preserving weak or dynamic noncovalent protein interactions.

    “This method covalently links one protein to another in virus-infected cells, thereby preserving weak or dynamic noncovalent protein interactions.”
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    Premisenone given

    Y2H is known to generate false positives as proteins that may not be present in the same subcellular compartment can be artificially made to associate.

    “Y2H is known to generate false positives as proteins that may not be present in the same subcellular compartment can be artificially made to associate.”
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    Premisecitation

    Cross-linking has been effective in capturing transient or weak intermolecular protein complexes, and gaining knowledge of intramolecular surface topologies, structural conformations, as well as of the interacting amino acid residues.

    “This approach has been effective in capturing transient or weak intermolecular protein complexes, and gaining knowledge of intramolecular surface topologies, structural conformations, as well as of the interacting amino acid residues [97].”
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    Premisecitation

    By these means, the authors cross-linked proteins in a purified potato leafroll virus sample and revealed topological interaction data in the virus that are required for virus-plant associations and its transmission across aphid vectors.

    “By these means, the authors cross-linked proteins in a purified potato leafroll virus sample and revealed topological interaction data in the virus that are required for virus–plant associations and its transmission across aphid vectors [100].”
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    Premisenone given

    The identification of an association does not inform if this interaction is direct or indirect.

    “the identification of an association does not inform if this interaction is direct or indirect”
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    Premisecitation

    NAPPA arrays containing 10,000 purified human cDNA plasmids were incubated with rubella virus-infected cell lysates, leading to the identification and then confirmation of interactions between the viral capsid protein and host proteins.

    “For example, NAPPA arrays containing 10,000 purified human cDNA plasmids were incubated with rubella virus-infected cell lysates, leading to the identification and then confirmation of interactions between the viral capsid protein and host proteins [104].”
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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The comparison of the proteins identified in the bait and control isolations can be performed using label-free approaches, such as comparing spectral counts or precursor ion intensities obtained from LC-MS analyses.

    “The comparison of the proteins identified in the bait and control isolations can be performed using label-free approaches, such as comparing spectral counts or precursor ion intensities obtained from LC–MS analyses [28].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [28] source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    These comparative analyses can help remove likely non-specific associations and uncover the protein interactions that are specifically enriched with the bait viral or host protein of interest.

    “These comparative analyses can help remove likely non-specific associations and uncover the protein interactions that are specifically enriched with the bait viral or host protein of interest.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    As this resource is still growing and the available number of controls for infected cells is limited, caution has to be taken when using this repository for predicting nonspecific associations during viral infection.

    “However, as this resource is still growing and the available number of controls for infected cells is limited, caution has to be taken when using this repository for predicting nonspecific associations during viral infection.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Control AP-MS isolations are performed in parallel to the isolation of the viral or host protein of interest.

    “For example, control AP-MS isolations are performed in parallel to the isolation of the viral or host protein of interest.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Several research groups have put together a resource of AP-MS controls, termed the contaminant repository for affinity purification.

    “In an attempt to predict the associations that are likely to be non-specific, several research groups have put together a resource of AP-MS controls, termed the contaminant repository for affinity purification [27].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisenone given

    Once the subset of predicted specific interactions have been identified, it is imperative to confirm the associations of interest by orthogonal experimental methods.

    “Once the subset of predicted specific interactions have been identified, it is imperative to confirm the associations of interest by orthogonal experimental methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    This resource provides useful information about recurring sticky proteins in different cell types or when using certain tags or resins for the isolations.

    “This resource provides useful information about recurring sticky proteins in different cell types or when using certain tags or resins for the isolations.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A more precise comparison of the bait and control IPs can be provided by relative quantification using metabolic labeling with stable isotopes.

    “Alternatively, a more precise comparison of the bait and control IPs can be provided by relative quantification using metabolic labeling with stable isotopes [31,32]”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [31] source

      Not checked in the free run.

    • cites [32] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The identification of protein-protein interactions using either AP-MS, Y2H, cross-linking or protein array studies can provide critical biological insight into protein function.

    “The identification of protein–protein interactions using either AP-MS, Y2H, cross-linking or protein array studies can provide critical biological insight into protein function.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Interactions dependent on posttranslational modifications may not always be captured by NAPPA.

    “interactions dependent on posttranslational modifications may not always be captured.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisereasoning

    The next essential step is to validate the newly identified protein interactions.

    “However, the next essential step is to validate the newly identified protein interactions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Cilia and colleagues examined whether aphid transmission could indirectly affect the interactions between cereal yellow dwarf virus and its plant host.

    “Specifically, Cilia et al. assessed how aphid transmission may indirectly modulate the virus–host interactions between the cereal yellow dwarf virus (CYDV) and plants [135].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [135] source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Live cell imaging microscopy, tomography, and optogenetics can be integrated with proteomics to yield biological insights that individual techniques cannot provide.

    “Additionally, live cell imaging microscopy, tomography, and optogenetics can be further integrated with proteomics to generate biological insights unattainable by individual techniques.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Proteomics is well suited to complement biochemical, optical, and molecular virology approaches in further clarifying virus-host dynamics.

    “Most importantly, proteomics is well suited to complement orthogonal approaches, including biochemical, optical, and molecular virology methods, in the pursuit of further elucidating virus–host dynamics.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Several valuable quantitative MS methods have not yet been applied to studying protein interactions during infection.

    “Despite the successful integration of quantitative proteomics with virology, several valuable quantitative MS methods are yet to be applied to studying protein interactions during infection.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Recent years have seen substantial advances in quantitative mass spectrometry-based proteomics.
65 of 65
  • The paper relies on this without support.

    Knowledge of virus-host interactions and biological functions remains limited for many viral proteins across diverse viral infections, many of which threaten human health.

    “The knowledge of interactions, and therefore biological functions, still remains limited for numerous viral proteins for diverse types of viral infections, many of which are threats to human health.”
  • The paper relies on this without support.

    Recent years have seen substantial advances in quantitative mass spectrometry-based proteomics.

    “Recent years were also marked by substantial advances in quantitative MS-based proteomics.”
2 of 2

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Proteomics has characterized the infectious CoV-1 viral particle, temporal changes in host cells during infection, and virus-induced endoplasmic reticulum membrane remodelling into double-membrane vesicles that house viral replication compartments.

    “Furthermore, proteomics has characterized the infectious CoV-1 viral particle143, temporal changes in host cells during infection142 and virus-induced endoplasmic reticulum membrane remodelling into double-membrane vesicles152,153 that house viral replication compartments146.”

    From A high-stringency blueprint of the human proteome (2020) · cites this paper as [153]

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • HIV replication is assigned to two different compartments

    Minor

    The introduction places HIV replication in the nucleus, while the Figure 1 caption groups it with cytoplasmic-replicating RNA viruses.

1 of 1

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References 144 · Cited by 113

Authors
Lum, K. K., & Cristea, I. M.
Affiliations
Princeton University (US)
Corresponding author
Lum, Krystal K
Venue
Expert Review of Proteomics
Published
2016-03
Volume
13
Issue
3
Pages
325-340
ISSN
  • 1478-9450 (ISSN-L)
  • 1744-8387
OpenAlex
W2298307953
Cited by
113
References
144
Citations by year
2026: 7 · 2025: 12 · 2024: 19 · 2023: 7 · 2022: 9 · 2021: 14 · 2020: 15 · 2019: 11 · 2018: 7 · 2017: 11 · 2016: 1
FWCI
1.03
Type
journal article
Language
en
Open access
Locations
  • Expert Review of Proteomics (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • National Institute of Allergy and Infectious Diseases (AI102187)
  • National Institute of General Medical Sciences (GM114141)
Topics
  • Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
  • Life Sciences › Immunology and Microbiology › Immunology › interferon and immune responses
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Advanced Biosensing Techniques and Applications
Keywords
host-virus interaction, viral replication, host antiviral response, crosslinking, protein microarrays, RNA viruses, DNA viruses, antiviral agents
MeSH terms
Animals, Humans, Protein Binding, Viral Proteins, Virus Diseases, Proteome, Proteomics, Host-Pathogen Interactions

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