ABSTRACT
During the cell cycle, DNA duplication in S phase must occur before a cell divides in mitosis. In the intervening G2 phase, mitotic inducers accumulate, which eventually leads to a switch-like rise in mitotic kinase activity that triggers mitotic entry. However, when and how activation of the signaling network that promotes the transition to mitosis occurs remains unclear. We have developed a system to reduce cell-cell variation and increase accuracy of fluorescence quantification in single cells. This allows us to use immunofluorescence of endogenous marker proteins to assess kinetics from fixed cells. We find that mitotic phosphorylations initially occur at the completion of S phase, showing that activation of the mitotic entry network does not depend on protein accumulation through G2. Our data show insights into how mitotic entry is linked to the completion of S phase and forms a quantitative resource for mathematical models of the human cell cycle.
Subject(s)
G2 Phase/genetics , Mitosis/genetics , S Phase/genetics , Bacterial Proteins/chemistry , Cell Cycle , Cell Line, Tumor , Centrosome/metabolism , DNA Replication , Fibronectins/chemistry , Genetic Markers , Humans , Image Processing, Computer-Assisted , Kinetics , Kinetochores/chemistry , Luminescent Proteins/chemistry , Microscopy, Fluorescence , Models, Theoretical , Phosphorylation , RNA, Small Interfering/metabolism , Time FactorsABSTRACT
After DNA damage, the cell cycle is arrested to avoid propagation of mutations. Arrest in G2 phase is initiated by ATM-/ATR-dependent signaling that inhibits mitosis-promoting kinases such as Plk1. At the same time, Plk1 can counteract ATR-dependent signaling and is required for eventual resumption of the cell cycle. However, what determines when Plk1 activity can resume remains unclear. Here, we use FRET-based reporters to show that a global spread of ATM activity on chromatin and phosphorylation of ATM targets including KAP1 control Plk1 re-activation. These phosphorylations are rapidly counteracted by the chromatin-bound phosphatase Wip1, allowing cell cycle restart despite persistent ATM activity present at DNA lesions. Combining experimental data and mathematical modeling, we propose a model for how the minimal duration of cell cycle arrest is controlled. Our model shows how cell cycle restart can occur before completion of DNA repair and suggests a mechanism for checkpoint adaptation in human cells.
Subject(s)
Ataxia Telangiectasia Mutated Proteins/metabolism , Cell Cycle Proteins/metabolism , Chromatin/metabolism , G2 Phase Cell Cycle Checkpoints , Protein Phosphatase 2C/metabolism , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins/metabolism , Cell Line , Fluorescence Resonance Energy Transfer , Humans , Models, Biological , Models, Theoretical , Phosphorylation , Protein Interaction Mapping , Protein Processing, Post-Translational , Repressor Proteins/metabolism , Tripartite Motif-Containing Protein 28 , Polo-Like Kinase 1ABSTRACT
Unlike for other retroviruses, only a few host cell factors that aid the replication of foamy viruses (FVs) via interaction with viral structural components are known. Using a yeast-two-hybrid (Y2H) screen with prototype FV (PFV) Gag protein as bait we identified human polo-like kinase 2 (hPLK2), a member of cell cycle regulatory kinases, as a new interactor of PFV capsids. Further Y2H studies confirmed interaction of PFV Gag with several PLKs of both human and rat origin. A consensus Ser-Thr/Ser-Pro (S-T/S-P) motif in Gag, which is conserved among primate FVs and phosphorylated in PFV virions, was essential for recognition by PLKs. In the case of rat PLK2, functional kinase and polo-box domains were required for interaction with PFV Gag. Fluorescently-tagged PFV Gag, through its chromatin tethering function, selectively relocalized ectopically expressed eGFP-tagged PLK proteins to mitotic chromosomes in a Gag STP motif-dependent manner, confirming a specific and dominant nature of the Gag-PLK interaction in mammalian cells. The functional relevance of the Gag-PLK interaction was examined in the context of replication-competent FVs and single-round PFV vectors. Although STP motif mutated viruses displayed wild type (wt) particle release, RNA packaging and intra-particle reverse transcription, their replication capacity was decreased 3-fold in single-cycle infections, and up to 20-fold in spreading infections over an extended time period. Strikingly similar defects were observed when cells infected with single-round wt Gag PFV vectors were treated with a pan PLK inhibitor. Analysis of entry kinetics of the mutant viruses indicated a post-fusion defect resulting in delayed and reduced integration, which was accompanied with an enhanced preference to integrate into heterochromatin. We conclude that interaction between PFV Gag and cellular PLK proteins is important for early replication steps of PFV within host cells.
Subject(s)
Capsid/metabolism , Protein Serine-Threonine Kinases/metabolism , Retroviridae Infections/metabolism , Spumavirus/metabolism , Virus Integration/physiology , Amino Acid Motifs , Animals , Gene Products, gag/genetics , Gene Products, gag/metabolism , HeLa Cells , Humans , Mice , Phosphorylation/genetics , Protein Domains , Protein Serine-Threonine Kinases/genetics , Rats , Retroviridae Infections/genetics , Spumavirus/geneticsABSTRACT
The Spumaretrovirinae, or foamy viruses (FVs) are complex retroviruses that infect many species of monkey and ape. Despite little sequence homology, FV and orthoretroviral Gag proteins perform equivalent functions, including genome packaging, virion assembly, trafficking and membrane targeting. However, there is a paucity of structural information for FVs and it is unclear how disparate FV and orthoretroviral Gag molecules share the same function. To probe the functional overlap of FV and orthoretroviral Gag we have determined the structure of a central region of Gag from the Prototype FV (PFV). The structure comprises two all α-helical domains NtDCEN and CtDCEN that although they have no sequence similarity, we show they share the same core fold as the N- (NtDCA) and C-terminal domains (CtDCA) of archetypal orthoretroviral capsid protein (CA). Moreover, structural comparisons with orthoretroviral CA align PFV NtDCEN and CtDCEN with NtDCA and CtDCA respectively. Further in vitro and functional virological assays reveal that residues making inter-domain NtDCEN-CtDCEN interactions are required for PFV capsid assembly and that intact capsid is required for PFV reverse transcription. These data provide the first information that relates the Gag proteins of Spuma and Orthoretrovirinae and suggests a common ancestor for both lineages containing an ancient CA fold.
Subject(s)
Capsid Proteins/genetics , Gene Products, gag/chemistry , Gene Products, gag/genetics , Spumavirus/genetics , Virus Assembly/physiology , Amino Acid Sequence , Animals , Blotting, Western , Capsid , Cell Line , Humans , Nuclear Magnetic Resonance, Biomolecular , Protein Conformation , Real-Time Polymerase Chain ReactionABSTRACT
[This corrects the article DOI: 10.1371/journal.ppat.1005860.].
ABSTRACT
Vector systems based on different retroviruses are widely used to achieve stable integration and expression of transgenes. More recently, transient genetic manipulation systems were developed that are based on integration- or reverse transcription-deficient retroviruses. Lack of viral genome integration is desirable not only for reducing tumorigenic potential but also for applications requiring transient transgene expression such as reprogramming or genome editing. However, all existing transient retroviral vector systems rely on virus-encoded encapsidation sequences for the transfer of heterologous genetic material. We discovered that the transient transgene expression observed in target cells transduced by reverse transcriptase-deficient foamy virus (FV) vectors is the consequence of subgenomic RNA encapsidation into FV particles. Based on this initial observation, we describe here the establishment of FV vectors that enable the efficient transient expression of various transgenes by packaging, transfer, and de novo translation of nonviral RNAs both in vitro and in vivo. Transient transgene expression levels were comparable to integrase-deficient vectors but, unlike the latter, declined to background levels within a few days. Our results show that this new FV vector system provides a useful, novel tool for efficient transient genetic manipulation of target tissues by transfer of nonviral RNAs.
Subject(s)
Fibroblasts/virology , RNA/metabolism , Spumavirus/genetics , Transduction, Genetic , Animals , Cell Line, Tumor , Fibroblasts/cytology , Gene Transfer Techniques , Genetic Vectors/genetics , Genetic Vectors/metabolism , HEK293 Cells , Humans , In Vitro Techniques , Mice , RNA-Directed DNA Polymerase/metabolism , Spumavirus/metabolism , TransgenesABSTRACT
BACKGROUND: One unique feature of the foamy virus (FV) capsid protein Gag is the absence of Cys-His motifs, which in orthoretroviruses are irreplaceable for multitude functions including viral RNA genome recognition and packaging. Instead, FV Gag contains glycine-arginine-rich (GR) sequences at its C-terminus. In case of prototype FV (PFV) these are historically grouped in three boxes, which have been shown to play essential functions in genome reverse transcription, virion infectivity and particle morphogenesis. Additional functions for RNA packaging and Pol encapsidation were suggested, but have not been conclusively addressed. RESULTS: Here we show that released wild type PFV particles, like orthoretroviruses, contain various cellular RNAs in addition to viral genome. Unlike orthoretroviruses, the content of selected cellular RNAs in capsids of PFV vector particles was not altered by viral genome encapsidation. Deletion of individual GR boxes had only minor negative effects (2 to 4-fold) on viral and cellular RNA encapsidation over a wide range of cellular Gag to viral genome ratios examined. Only the concurrent deletion of all three PFV Gag GR boxes, or the substitution of multiple arginine residues residing in the C-terminal GR box region by alanine, abolished both viral and cellular RNA encapsidation (>50 to >3,000-fold reduced), independent of the viral production system used. Consequently, those mutants also lacked detectable amounts of encapsidated Pol and were non-infectious. In contrast, particle release was reduced to a much lower extent (3 to 20-fold). CONCLUSIONS: Taken together, our data provides the first identification of a full-length PFV Gag mutant devoid in genome packaging and the first report of cellular RNA encapsidation into PFV particles. Our results suggest that the cooperative action of C-terminal clustered positively charged residues, present in all FV Gag proteins, is the main viral protein determinant for viral and cellular RNA encapsidation. The viral genome independent efficiency of cellular RNA encapsidation suggests differential packaging mechanisms for both types of RNAs. Finally, this study indicates that analogous to orthoretroviruses, Gag - nucleic acid interactions are required for FV capsid assembly and efficient particle release.
Subject(s)
Arginine/metabolism , Gene Products, gag/metabolism , RNA/metabolism , Spumavirus/physiology , Virus Assembly , Amino Acid Substitution , Cell Line , Gene Products, gag/genetics , Humans , Mutation, Missense , Sequence Deletion , Spumavirus/geneticsABSTRACT
Foamy viruses (FVs) are unique among retroviruses in performing genome reverse transcription (RTr) late in replication, resulting in an infectious DNA genome, and also in their unusual Pol biosynthesis and encapsidation strategy. In addition, FVs display only very limited Gag and Pol processing by the viral protease (PR) during particle morphogenesis and disassembly, both thought to be crucial for viral infectivity. Here, we report the generation of functional prototype FV (PFV) particles from mature or partially processed viral capsid and enzymatic proteins with infectivity levels of up to 20% of the wild type. Analysis of protein and nucleic acid composition, as well as infectivity, of virions generated from different Gag and Pol combinations (including both expression-optimized and authentic PFV open reading frames [ORFs]) revealed that precursor processing of Gag, but not Pol, during particle assembly is essential for production of infectious virions. Surprisingly, when processed Gag (instead of Gag precursor) was provided together with PR-deficient Pol precursor during virus production, infectious, viral DNA-containing particles were obtained, even when different vector or proviral expression systems were used. Although virion infectivity was reduced to 0.5 to 2% relative to that of the respective parental constructs, this finding overturns the current dogma in the FV literature that viral PR activity is absolutely essential at some point during target cell entry. Furthermore, it demonstrates that viral PR-mediated Gag precursor processing during particle assembly initiates intraparticle RTr. Finally, it shows that reverse transcriptase (RT) and integrase are enzymatically active in the Pol precursor within the viral capsid, thus enabling productive host cell infection.
Subject(s)
Aspartic Acid Endopeptidases/metabolism , Reverse Transcription , Spumavirus/enzymology , Spumavirus/physiology , Virus Uncoating , Cell Line , Humans , Virion/chemistry , Virion/metabolismABSTRACT
Identifying active compounds for a target is a time- and resource-intensive task in early drug discovery. Accurate bioactivity prediction using morphological profiles could streamline the process, enabling smaller, more focused compound screens. We investigate the potential of deep learning on unrefined single-concentration activity readouts and Cell Painting data, to predict compound activity across 140 diverse assays. We observe an average ROC-AUC of 0.744 ± 0.108 with 62% of assays achieving ≥0.7, 30% ≥0.8, and 7% ≥0.9. In many cases, the high prediction performance can be achieved using only brightfield images instead of multichannel fluorescence images. A comprehensive analysis shows that Cell Painting-based bioactivity prediction is robust across assay types, technologies, and target classes, with cell-based assays and kinase targets being particularly well-suited for prediction. Experimental validation confirms the enrichment of active compounds. Our findings indicate that models trained on Cell Painting data, combined with a small set of single-concentration data points, can reliably predict the activity of a compound library across diverse targets and assays while maintaining high hit rates and scaffold diversity. This approach has the potential to reduce the size of screening campaigns, saving time and resources, and enabling primary screening with more complex assays.
Subject(s)
Drug Discovery , High-Throughput Screening Assays , High-Throughput Screening Assays/methods , Humans , Drug Discovery/methods , Deep Learning , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacologyABSTRACT
Current research on metabolic disorders and diabetes relies on animal models because multi-organ diseases cannot be well studied with standard in vitro assays. Here, we have connected cell models of key metabolic organs, the pancreas and liver, on a microfluidic chip to enable diabetes research in a human-based in vitro system. Aided by mechanistic mathematical modeling, we demonstrate that hyperglycemia and high cortisone concentration induce glucose dysregulation in the pancreas-liver microphysiological system (MPS), mimicking a diabetic phenotype seen in patients with glucocorticoid-induced diabetes. In this diseased condition, the pancreas-liver MPS displays beta-cell dysfunction, steatosis, elevated ketone-body secretion, increased glycogen storage, and upregulated gluconeogenic gene expression. Conversely, a physiological culture condition maintains glucose tolerance and beta-cell function. This method was reproducible in two laboratories and was effective in multiple pancreatic islet donors. The model also provides a platform to identify new therapeutic proteins, as demonstrated with a combined transcriptome and proteome analysis.
Subject(s)
Cortisone , Glucose , Homeostasis , Liver , Pancreas , Humans , Liver/metabolism , Liver/drug effects , Cortisone/metabolism , Glucose/metabolism , Pancreas/metabolism , Lab-On-A-Chip Devices , Insulin-Secreting Cells/metabolism , Microphysiological SystemsABSTRACT
BACKGROUND: SAMHD1 is a triphosphohydrolase that restricts the replication of HIV-1 and SIV in myeloid cells. In macrophages and dendritic cells, SAMHD1 restricts virus replication by diminishing the deoxynucleotide triphosphate pool to a level below that which supports lentiviral reverse transcription. HIV-2 and related SIVs encode the accessory protein Vpx to induce the proteasomal degradation of SAMHD1 following virus entry. While SAMHD1 has been shown to restrict HIV-1 and SIV, the breadth of its restriction is not known and whether other viruses have a means to counteract the restriction has not been determined. RESULTS: We show that SAMHD1 restricts a wide array of divergent retroviruses, including the alpha, beta and gamma classes. Murine leukemia virus was restricted by SAMHD1 in macrophages yet removal of SAMHD1 did not alleviate the block to infection because of an additional block to viral nuclear import. Prototype foamy virus (PFV) and Human T cell leukemia virus type I (HTLV-1) were the only retroviruses tested that were not restricted by SAMHD1. PFV reverse transcribes predominantly prior to entry and thus is unaffected by the dNTP level in the target cell. It is possible that HTLV-1 has a mechanism to render the virus resistant to SAMHD1-mediated restriction. CONCLUSION: The results suggest that SAMHD1 has broad anti-retroviral activity against which most viruses have not found an escape.
Subject(s)
Macrophages/virology , Monomeric GTP-Binding Proteins/pharmacology , Myeloid Cells/virology , Retroviridae/drug effects , Retroviridae/pathogenicity , Virus Replication/drug effects , Cell Line , Dendritic Cells/metabolism , Dendritic Cells/virology , HIV-1/drug effects , HIV-1/physiology , Humans , Jurkat Cells , Macrophages/immunology , Monomeric GTP-Binding Proteins/metabolism , Myeloid Cells/metabolism , Retroviridae/classification , Retroviridae/physiology , SAM Domain and HD Domain-Containing Protein 1ABSTRACT
BACKGROUND: It is thought that foamy viruses (FVs) enter host cells via endocytosis because all FV glycoproteins examined display pH-dependent fusion activities. Only the prototype FV (PFV) glycoprotein has also significant fusion activity at neutral pH, suggesting that its uptake mechanism may deviate from other FVs. To gain new insights into the uptake processes of FV in individual live host cells, we developed fluorescently labeled infectious FVs. RESULTS: N-terminal tagging of the FV envelope leader peptide domain with a fluorescent protein resulted in efficient incorporation of the fluorescently labeled glycoprotein into secreted virions without interfering with their infectivity. Double-tagged viruses consisting of an eGFP-tagged PFV capsid (Gag-eGFP) and mCherry-tagged Env (Ch-Env) from either PFV or macaque simian FV (SFVmac) were observed during early stages of the infection pathway. PFV Env, but not SFVmac Env, containing particles induced strong syncytia formation on target cells. Both virus types showed trafficking of double-tagged virions towards the cell center. Upon fusion and subsequent capsid release into the cytosol, accumulation of naked capsid proteins was observed within four hours in the perinuclear region, presumably representing the centrosomes. Interestingly, virions harboring fusion-defective glycoproteins still promoted virus attachment and uptake, but failed to show syncytia formation and perinuclear capsid accumulation. Non-fused or non-fusogenic viruses are rapidly cleared from the cells by putative lysosomal degradation. Monitoring the fraction of viruses containing both Env and capsid signals as a function of time demonstrated that PFV virions fused within the first few minutes, whereas fusion of SFVmac virions was less pronounced and observed over the entire 90 minutes measured. CONCLUSIONS: The characterized double-labeled FVs described here provide new mechanistic insights into FV early entry steps, demonstrating that productive viral fusion occurs early after target cell attachment and uptake. The analysis highlights apparent differences in the uptake pathways of individual FV species. Furthermore, the infectious double-labeled FVs promise to provide important tools for future detailed analyses on individual FV fusion events in real time using advanced imaging techniques.
Subject(s)
Fluorescence , Luminescent Proteins/metabolism , Spumavirus/drug effects , Spumavirus/physiology , Staining and Labeling/methods , Virology/methods , Virus Internalization/drug effects , Capsid Proteins/genetics , Capsid Proteins/metabolism , Cell Line , Humans , Hydrogen-Ion Concentration , Luminescent Proteins/genetics , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Viral Envelope Proteins/genetics , Viral Envelope Proteins/metabolismABSTRACT
Gag nuclear localization has long been recognized as a hallmark of foamy virus (FV) infection. Two required motifs, a chromatin-binding site (CBS) and a nuclear localization signal (NLS), both located in glycine-arginine-rich box II (GRII), have been described. However, the underlying mechanisms of Gag nuclear translocation are largely unknown. We analyzed prototype FV (PFV) Gag nuclear localization using a novel live-cell fluorescence microscopy assay. Furthermore, we characterized the nuclear localization route of Gag mutants tagged with the simian vacuolating virus 40-NLS (SV40-NLS) and also dissected the respective contributions of the CBS and the NLS. We found that PFV Gag does not translocate to the nucleus of interphase cells by NLS-mediated nuclear import and does not possess a functional NLS. PFV Gag nuclear localization occurred only by tethering to chromatin during mitosis. This mechanism was found for endogenously expressed Gag as well as for Gag delivered by infecting viral particles. Thereby, the CBS was absolutely essential, while the NLS was dispensable. Gag CBS-dependent nuclear localization was neither essential for infectivity nor necessary for Pol encapsidation. Interestingly, Gag localization was independent of the presence of Pol, Env, and viral RNA. The addition of a heterologous SV40-NLS resulted in the nuclear import of PFV Gag in interphase cells, rescued the nuclear localization deficiency but not the infectivity defect of a PFV Gag ΔGRII mutant, and did not enhance FV's ability to infect G(1)/S-phase-arrested cells. Thus, PFV Gag nuclear localization follows a novel pathway among orthoretroviral Gag proteins.
Subject(s)
Active Transport, Cell Nucleus , Cell Nucleus/chemistry , Gene Products, gag/metabolism , Spumavirus/physiology , Virus Replication , Binding Sites , Cell Line , Gene Products, gag/genetics , Humans , Microscopy, Fluorescence/methods , Mutant Proteins/genetics , Mutant Proteins/metabolism , Protein Sorting SignalsABSTRACT
Prototype foamy virus (PFV) Gag lacks the characteristic orthoretroviral Cys-His motifs that are essential for various steps of the orthoretroviral replication cycle, such as RNA packaging, reverse transcription, infectivity, integration, and viral assembly. Instead, it contains three glycine-arginine-rich boxes (GR boxes) in its C terminus that putatively represent a functional equivalent. We used a four-plasmid replication-deficient PFV vector system, with uncoupled RNA genome packaging and structural protein translation, to analyze the effects of deletion and various substitution mutations within each GR box on particle release, particle-associated protein composition, RNA packaging, DNA content, infectivity, particle morphology, and intracellular localization. The degree of viral particle release by all mutants was similar to that of the wild type. Only minimal effects on Pol encapsidation, exogenous reverse transcriptase (RT) activity, and genomic viral RNA packaging were observed. In contrast, particle-associated DNA content and infectivity were drastically reduced for all deletion mutants and were undetectable for all alanine substitution mutants. Furthermore, GR box I mutants had significant changes in particle morphology, and GR box II mutants lacked the typical nuclear localization pattern of PFV Gag. Finally, it could be shown that GR boxes I and III, but not GR box II, can functionally complement each other. It therefore appears that, similar to the orthoretroviral Cys-His motifs, the PFV Gag GR boxes are important for RNA encapsidation, genome reverse transcription, and virion infectivity as well as for particle morphogenesis.
Subject(s)
Gene Products, gag/chemistry , Reverse Transcription , Spumavirus/growth & development , Virion/growth & development , Virus Assembly , Amino Acid Sequence , Arginine/chemistry , Cell Line , Gene Products, gag/genetics , Gene Products, gag/metabolism , Glycine/chemistry , HeLa Cells , Humans , Molecular Sequence Data , RNA, Viral/genetics , RNA, Viral/metabolism , Spumavirus/genetics , Spumavirus/metabolism , Spumavirus/pathogenicity , Virion/genetics , Virion/metabolism , Virus ReplicationABSTRACT
In order to avoid a prolonged pro-inflammatory neutrophil response, signaling downstream of an agonist-activated G protein-coupled receptor (GPCR) has to be rapidly terminated. Among the family of GPCR kinases (GRKs) that regulate receptor phosphorylation and signaling termination, GRK2, which is highly expressed by immune cells, plays an important role. The medium chain fatty acid receptor GPR84 as well as formyl peptide receptor 2 (FPR2), receptors expressed in neutrophils, play a key role in regulating inflammation. In this study, we investigated the effects of GRK2 inhibitors on neutrophil functions induced by GPR84 and FPR2 agonists. GRK2 was shown to be expressed in human neutrophils and analysis of subcellular fractions revealed a cytosolic localization. The GRK2 inhibitors enhanced and prolonged neutrophil production of reactive oxygen species (ROS) induced by GPR84- but not FPR2-agonists, suggesting a receptor selective function of GRK2. This suggestion was supported by ß-arrestin recruitment data. The ROS production induced by a non ß-arrestin recruiting GPR84 agonist was not affected by the GRK2 inhibitor. Termination of this ß-arrestin independent response relied, similar to the response induced by FPR2 agonists, primarily on the actin cytoskeleton. In summary, we show that GPR84 utilizes GRK2 in concert with ß-arrestin and actin cytoskeleton dependent processes to fine-tune the activity of the ROS generating NADPH-oxidase in neutrophils.
Subject(s)
G-Protein-Coupled Receptor Kinase 2 , NADPH Oxidases , Neutrophils , Receptors, G-Protein-Coupled , beta-Arrestins , G-Protein-Coupled Receptor Kinase 2/metabolism , Humans , NADP/pharmacology , NADPH Oxidases/metabolism , Neutrophils/metabolism , Reactive Oxygen Species/metabolism , Receptors, G-Protein-Coupled/agonists , beta-Arrestins/metabolismABSTRACT
PROteolysis TArgeting Chimeras (PROTACs) use the ubiquitin-proteasome system to degrade a protein of interest for therapeutic benefit. Advances made in targeted protein degradation technology have been remarkable, with several molecules having moved into clinical studies. However, robust routes to assess and better understand the safety risks of PROTACs need to be identified, which is an essential step toward delivering efficacious and safe compounds to patients. In this work, we used Cell Painting, an unbiased high-content imaging method, to identify phenotypic signatures of PROTACs. Chemical clustering and model prediction allowed the identification of a mitotoxicity signature that could not be expected by screening the individual PROTAC components. The data highlighted the benefit of unbiased phenotypic methods for identifying toxic signatures and the potential to impact drug design.
Subject(s)
High-Throughput Screening Assays , Proteolysis , Ubiquitin-Protein Ligases , Humans , Proteasome Endopeptidase Complex/metabolism , Ubiquitin-Protein Ligases/metabolismABSTRACT
As a result of stress, injury, or aging, cardiac fibrosis is characterized by excessive deposition of extracellular matrix (ECM) components resulting in pathological remodeling, tissue stiffening, ventricular dilatation, and cardiac dysfunction that contribute to heart failure (HF) and eventually death. Currently, there are no effective therapies specifically targeting cardiac fibrosis, partially due to limited understanding of the pathological mechanisms and the lack of predictive in vitro models for high-throughput screening of antifibrotic compounds. The use of more relevant cell models, three-dimensional (3D) models, and coculture systems, together with high-content imaging (HCI) and machine learning (ML)-based image analysis, is expected to improve predictivity and throughput of in vitro models for cardiac fibrosis. In this review, we present an overview of available in vitro assays for cardiac fibrosis. We highlight the potential of more physiological 3D cardiac organoids and coculture systems and discuss HCI and automated artificial intelligence (AI)-based image analysis as key methods able to capture the complexity of cardiac fibrosis in vitro. As 3D and coculture models will soon be sufficiently mature for application in large-scale preclinical drug discovery, we expect the combination of more relevant models and high-content analysis to greatly increase translation from in vitro to in vivo models and facilitate the discovery of novel targets and drugs against cardiac fibrosis.
ABSTRACT
Cyclin A2 is a key regulator of the cell cycle, implicated both in DNA replication and mitotic entry. Cyclin A2 participates in feedback loops that activate mitotic kinases in G2 phase, but why active Cyclin A2-CDK2 during the S phase does not trigger mitotic kinase activation remains unclear. Here, we describe a change in localisation of Cyclin A2 from being only nuclear to both nuclear and cytoplasmic at the S/G2 border. We find that Cyclin A2-CDK2 can activate the mitotic kinase PLK1 through phosphorylation of Bora, and that only cytoplasmic Cyclin A2 interacts with Bora and PLK1. Expression of predominately cytoplasmic Cyclin A2 or phospho-mimicking PLK1 T210D can partially rescue a G2 arrest caused by Cyclin A2 depletion. Cytoplasmic presence of Cyclin A2 is restricted by p21, in particular after DNA damage. Cyclin A2 chromatin association during DNA replication and additional mechanisms contribute to Cyclin A2 localisation change in the G2 phase. We find no evidence that such mechanisms involve G2 feedback loops and suggest that cytoplasmic appearance of Cyclin A2 at the S/G2 transition functions as a trigger for mitotic kinase activation.
Subject(s)
Cell Cycle Proteins/metabolism , Cyclin A2/metabolism , Cytoplasm/metabolism , G2 Phase/genetics , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins/metabolism , S Phase/genetics , Signal Transduction/genetics , CDC2 Protein Kinase/deficiency , CDC2 Protein Kinase/genetics , Cell Nucleus/metabolism , Chromatin/metabolism , Cyclin A2/genetics , Cyclin-Dependent Kinase 2/deficiency , Cyclin-Dependent Kinase 2/genetics , DNA Damage/genetics , Enzyme Activation/genetics , HeLa Cells , Humans , Mitosis/genetics , Phosphorylation/genetics , Protein Binding , Transfection , Polo-Like Kinase 1ABSTRACT
BACKGROUND: The foamy virus (FV) replication cycle displays several unique features, which set them apart from orthoretroviruses. First, like other B/D type orthoretroviruses, FV capsids preassemble at the centrosome, but more similar to hepadnaviruses, FV budding is strictly dependent on cognate viral glycoprotein coexpression. Second, the unusually broad host range of FV is thought to be due to use of a very common entry receptor present on host cell plasma membranes, because all cell lines tested in vitro so far are permissive. RESULTS: In order to take advantage of modern fluorescent microscopy techniques to study FV replication, we have created FV Gag proteins bearing a variety of protein tags and evaluated these for their ability to support various steps of FV replication. Addition of even small N-terminal HA-tags to FV Gag severely impaired FV particle release. For example, release was completely abrogated by an N-terminal autofluorescent protein (AFP) fusion, despite apparently normal intracellular capsid assembly. In contrast, C-terminal Gag-tags had only minor effects on particle assembly, egress and particle morphogenesis. The infectivity of C-terminal capsid-tagged FV vector particles was reduced up to 100-fold in comparison to wild type; however, infectivity was rescued by coexpression of wild type Gag and assembly of mixed particles. Specific dose-dependent binding of fluorescent FV particles to target cells was demonstrated in an Env-dependent manner, but not binding to target cell-extracted- or synthetic- lipids. Screening of target cells of various origins resulted in the identification of two cell lines, a human erythroid precursor- and a zebrafish- cell line, resistant to FV Env-mediated FV- and HIV-vector transduction. CONCLUSIONS: We have established functional, autofluorescent foamy viral particles as a valuable new tool to study FV--host cell interactions using modern fluorescent imaging techniques. Furthermore, we succeeded for the first time in identifying two cell lines resistant to Prototype Foamy Virus Env-mediated gene transfer. Interestingly, both cell lines still displayed FV Env-dependent attachment of fluorescent retroviral particles, implying a post-binding block potentially due to lack of putative FV entry cofactors. These cell lines might ultimately lead to the identification of the currently unknown ubiquitous cellular entry receptor(s) of FVs.
Subject(s)
Host-Pathogen Interactions , Luminescent Proteins/genetics , Simian foamy virus/physiology , Viral Proteins/genetics , Virology/methods , Animals , Cell Line , Humans , Luminescent Proteins/metabolism , Microscopy, Fluorescence/methods , Recombination, Genetic , Simian foamy virus/genetics , Staining and Labeling/methods , Viral Proteins/physiology , ZebrafishABSTRACT
Cells recovering from the G2/M DNA damage checkpoint rely more on Aurora A-PLK1 signaling than cells progressing through an unperturbed G2 phase, but the reason for this discrepancy is not known. Here, we devised a method based on a FRET reporter for PLK1 activity to sort cells in distinct populations within G2 phase. We employed mass spectroscopy to characterize changes in protein levels through an unperturbed G2 phase and validated that ATAD2 levels decrease in a proteasome-dependent manner. Comparing unperturbed cells with cells recovering from DNA damage, we note that at similar PLK1 activities, recovering cells contain higher levels of Cyclin B1 and increased phosphorylation of CDK1 targets. The increased Cyclin B1 levels are due to continuous Cyclin B1 production during a DNA damage response and are sustained until mitosis. Whereas partial inhibition of PLK1 suppresses mitotic entry more efficiently when cells recover from a checkpoint, partial inhibition of CDK1 suppresses mitotic entry more efficiently in unperturbed cells. Our findings provide a resource for proteome changes during G2 phase, show that the mitotic entry network is rewired during a DNA damage response, and suggest that the bottleneck for mitotic entry shifts from CDK1 to PLK1 after DNA damage.