A multi-functional imaging approach to high-content protein interaction screening

Functional imaging can provide a level of quantification that is not possible in what might be termed traditional high-content screening. This is due to the fact that the current state-of-the-art high-content screening systems take the approach of scaling-up single cell assays, and are therefore based on essentially pictorial measures as assay indicators. Such phenotypic analyses have become extremely sophisticated, advancing screening enormously, but this approach can still be somewhat subjective. We describe the development, and validation, of a prototype high-content screening platform that combines steady-state fluorescence anisotropy imaging with fluorescence lifetime imaging (FLIM). This functional approach allows objective, quantitative screening of small molecule libraries in protein-protein interaction assays. We discuss the development of the instrumentation, the process by which information on fluorescence resonance energy transfer (FRET) can be extracted from wide-field, acceptor fluorescence anisotropy imaging and cross-checking of this modality using lifetime imaging by time-correlated single-photon counting. Imaging of cells expressing protein constructs where eGFP and mRFP1 are linked with amino-acid chains of various lengths (7, 19 and 32 amino acids) shows the two methodologies to be highly correlated. We validate our approach using a small-scale inhibitor screen of a Cdc42 FRET biosensor probe expressed in epidermoid cancer cells (A431) in a 96 microwell-plate format. We also show that acceptor fluorescence anisotropy can be used to measure variations in hetero-FRET in protein-protein interactions. We demonstrate this using a screen of inhibitors of internalization of the transmembrane receptor, CXCR4. These assays enable us to demonstrate all the capabilities of the instrument, image processing and analytical techniques that have been developed. Direct correlation between acceptor anisotropy and donor FLIM is observed for FRET assays, providing an opportunity to rapidly screen proteins, interacting on the nano-meter scale, using wide-field imaging.     

Dynamics of epidermal growth factor receptor internalization studied by Nanovid light microscopy and electron microscopy in combination with immunogold labeling

Individual gold particles with a diameter of approximately 10 to 40 nm can be visualized using video-enhanced contrast microscopy (Nanovid) (De Brabander et al., Cell Motil. Cytoskel. 6, 105-113 (1986)). This technique allows a study of the dynamic properties of receptors and ligands in living cells at high resolution. We have studied epidermal growth factor (EGF) receptor internalization in human epidermoid carcinoma A431 cells, using a monoclonal anti-EGF-receptor antibody conjugated to 20-nm gold particles, referred to as 2E9-gold. Exposure of A431 cells to 2E9-gold at 37 degrees C resulted in binding of the complex at the cell surface. Most of the gold particles exhibit a Brownian type of movement, while a minority appeared immobile. Binding of the 2E9-gold complex is followed by internalization, as judged from Nanovid light microscopy studies in combination with electron microscopic observations. The internalized gold particles clearly cluster into large aggregates, most likely multivesicular bodies. Individual gold particles as well as aggregates are characterized by a saltatory movement, by which the gold particles eventually move from the cell periphery towards the cell center. Addition of EGF results in an increased rate of internalization of 2E9-gold, while Na-azide and nocodazole completely immobilize the intracellular gold particles, as has been demonstrated previously for the transferrin receptor.     

DNA‐based probes for flow cytometry analysis of endocytosis and recycling

The internalization of proteins plays a key role in cell development, cell signaling and immunity. We have previously developed a specific hybridization internalization probe (SHIP) to quantitate the internalization of proteins and particles into cells. Herein, we extend the utility of SHIP to examine both the endocytosis and recycling of surface receptors using flow cytometry. SHIP was used to monitor endocytosis of membrane‐bound transferrin receptor (TFR) and its soluble ligand transferrin (TF). SHIP enabled measurements of the proportion of surface molecules internalized, the internalization kinetics and the proportion and rate of internalized molecules that recycle to the cell surface with time. Using this method, we have demonstrated the internalization and recycling of holo‐TF and an antibody against the TFR behave differently. This assay therefore highlights the implications of receptor internalization and recycling, where the internalization of the receptor‐antibody complex behaves differently to the receptor‐ligand complex. In addition, we observe distinct internalization patterns for these molecules expressed by different subpopulations of primary cells. SHIP provides a convenient and high throughput technique for analysis of trafficking parameters for both cell surface receptors and their ligands.      

The effect of receptor rapid-internalization signals on diphtheria toxin endocytosis and cell sensitivity

Diphtheria toxin enters toxin-sensitive mammalian cells by receptor-mediated endocytosis employing the heparin-binding EGF-like growth factor precursor as its receptor. We reported previously (Almond and Eidels, 1994) that cytoplasmic domain mutants of the toxin receptor and cells expressing wild-type receptor internalize toxin slowly, the rate being approximately that of normal turnover of the plasma membrane. To determine whether it was possible to increase toxin sensitivity by increasing the rate of toxin internalization, we constructed diphtheria toxin cytoplasmic domain mutant cell lines containing rapid-internalization signals from either the low density lipoprotein receptor or from the lysosomal acid phosphatase precursor. Although cells transfected with mutant receptor genes internalized toxin at a faster rate than those expressing the wild-type receptor, they showed a decrease in toxin sensitivity. This decreased sensitivity may be accounted for by an observed decrease in the number of toxin-binding sites and by an increased rate of toxin internalization and degradation. These results suggest that the rate of toxin internalization may not be the rate-limiting step in the cytotoxic process.     

Monitoring ligand-mediated internalization of G protein-coupled receptor as a novel pharmacological approach

Agonist activation of a G protein-coupled receptor (GPCR) results in the redistribution of the receptor protein away from the cell surface into internal cellular compartments through a process of endocytosis known as internalization. Visualization of receptor internalization has become experimentally practicable by using fluorescent reagents such as green fluorescent protein (GFP). In this study, we examined whether the ligand-mediated internalization of a GPCR can be exploited for pharmacological evaluations. We acquired fluorescent images of cells expressing GFP-labeled GPCRs and evaluated the ligand-mediated internalization quantitatively by image processing. Using beta2-adrenoceptor and vasopressin V1a receptor as model GPCRs that couple to Gs and Gq, respectively, we first examined whether these GFP-tagged GPCRs exhibited appropriate pharmacology. The rank order of receptor internalization potency for a variety of agonists and antagonists specific to each receptor corresponded well with that previously observed in ligand binding studies. In addition to chemical ligand-induced internalization, this cell-based fluorescence imaging system successfully monitored the internalization of the proton-sensing GPCR TDAG8, and that of the free fatty acid-sensitive GPCR GPR120. The results show that monitoring receptor internalization can be a useful approach for pharmacological characterization of GPCRs and in fishing for ligands of orphan GPCRs.     

A highly sensitive quantitative cytosensor technique for the identification of receptor ligands in tissue extracts.

Because G-protein-coupled receptors (GPCRs) constitute excellent putative therapeutic targets, functional characterization of orphan GPCRs through identification of their endogenous ligands has great potential for drug discovery. We propose here a novel single cell-based assay for identification of these ligands. This assay involves (a) fluorescent tagging of the GPCR, (b) expression of the tagged receptor in a heterologous expression system, (c) incubation of the transfected cells with fractions purified from tissue extracts, and (d) imaging of ligand-induced receptor internalization by confocal microscopy coupled to digital image quantification. We tested this approach in CHO cells stably expressing the NT1 neurotensin receptor fused to EGFP (enhanced green fluorescent protein), in which neurotensin promoted internalization of the NT1-EGFP receptor in a dose-dependent fashion (EC(50) = 0.98 nM). Similarly, four of 120 consecutive reversed-phase HPLC fractions of frog brain extracts promoted internalization of the NT1-EGFP receptor. The same four fractions selectively contained neurotensin, an endogenous ligand of the NT1 receptor, as detected by radioimmunoassay and inositol phosphate production. The present internalization assay provides a highly specific quantitative cytosensor technique with sensitivity in the nanomolar range that should prove useful for the identification of putative natural and synthetic ligands for GPCRs.     

A high-content subtractive screen for selecting small molecules affecting internalization of GPCRs

G-protein-coupled receptors (GPCRs) are pivotal in cellular responses to the environment and are common drug targets. Identification of selective small molecules acting on single GPCRs is complicated by the shared machinery coupling signal transduction to physiology. Here, we demonstrate a high-content screen using a panel of GPCR assays to identify receptor selective molecules acting within the kinase/phosphatase inhibitor family. A collection of 88 kinase and phosphatase inhibitors was screened against seven agonist-induced GPCR internalization cell models as well as transferrin uptake in human embryonic kidney cells. Molecules acting on a single receptor were identified through excluding pan-specific compounds affecting housekeeping endocytosis or disrupting internalization of multiple receptors. We identified compounds acting on a sole GPCR from activities in a broad range of chemical structures that could not be easily sorted by conventional means. Selective analysis can therefore rapidly select compounds selectively affecting GPCR activity with specificity to one receptor class through high-content screening.     

Large-scale screening assay to measure epidermal growth factor internalization

Recently, we showed that the internalization of the epidermal growth factor (EGF) receptor is inhibited by hydrogen peroxide (H(2)O(2)) in human fibroblasts. In order to test the effect of various stress conditions on receptor internalization and to test a variety of antioxidants in their capacity to prevent or reduce the H(2)O(2)-induced inhibition of internalization, a screening assay was developed to measure the internalization in 96-well plates. In this assay, cells are exposed to biotin-conjugated EGF and the amount of internalized EGF is detected with horseradish peroxidase-conjugated streptavidin. We show that the results obtained by this new assay are comparable with those from internalization studies performed with radioactive labeled EGF. Therefore, the cellular internalization assay as presented here is a reliable method to measure EGF receptor internalization. Moreover, because elaborate processing of the cells is not required, the assay is a relatively fast and inexpensive method to study ligand-induced internalization in 96-well plates and thereby is suitable for large-scale screening of compounds or conditions interfering with this internalization.     

Slowed receptor trafficking in mutant CHO lines of the end1 and end2 complementation groups

A mutant Chinese hamster ovary cell line with nonconditional kinetic defects in receptor internalization and recycling was isolated, based on selection for resistance to a transferrin-diphtheria toxin conjugate and screening for aberrant receptor trafficking. The 12-4 cell line internalizes transferrin at ～75% of the parental rate and recyles transferrin back to the cell surface at ～55% of the parental rate. Internalization of low density lipoprotein is also reduced to ～70% of the parental cell rate, demonstrating that the mutant phenotype affects the trafficking of multiple receptors. Characterization of somatic cell hybrids indicated that the 12-4 phenotype is recessive, and complementation analysis determined that the 12-4 cell line is a member of the End2 complementation group. End2 mutants have previously been described as defective in endosomal acidification but have not been known to be defective in receptor trafficking. We have found similar defects in another End2 mutant cell line, suggesting that slowed receptor trafficking is characteristic of End2 mutants. Interestingly, transferrin receptor recycling and internalization are also slowed in another complementation group of mutants, End1, that is also defective in endosomal acidification. This study demonstrates altered receptor trafficking in End1 and End2 cell lines, a novel aspect of the mutant phenotypes. These findings provide evidence, based on a cellular genetic approach, that proper endosome acidification is necessary for maintenance of normal receptor recycling. © 1994 Wiley-Liss, Inc.     

The use of submicroscopic gold particles combined with video contrast enhancement as a simple molecular probe for the living cell

We describe a new approach to probe the molecular biology of the living cell that uses small colloidal gold particles coupled to specific ligands. They are visualized in cells by bright-field, video enhanced contrast microscopy. We describe the basic aspects of the technique and provide examples of applications to intracellular motility, cell membrane dynamics, receptor translocation, internalization, and intracellular routing. We also provide examples of the use of this approach in immunospecific labelling of cells and tissue sections.     

Insulin increases the cell surface concentration of alpha 2-macroglobulin receptors in 3T3-L1 adipocytes. Altered transit of the receptor among intracellular endocytic compartments

The present study shows that insulin causes an increase in the binding of alpha 2-macroglobulin (alpha 2M) to 3T3-L1 adipocytes. Scatchard analysis of the binding at 4 degrees C indicated an approximate 2-fold increase in the number of alpha 2M binding sites, with no change in the apparent affinity of the receptor. In addition, a 2-3-fold increase in the binding of monoclonal antibody 2C6, which recognizes a component of the alpha 2M receptor, was found in cells treated at 37 degrees C with insulin and then KCN to inhibit receptor endocytosis. An increased cellular accumulation of alpha 2M was also observed in response to insulin. Interestingly, the increase in the rate of accumulation of alpha 2M was significantly smaller than the increase in the number of alpha 2M receptors on the cell surface, suggesting that the rate of ligand internalization or subsequent processing is altered in response to insulin. Ultrastructural analysis of the internalization pathway of the alpha 2M receptor was performed using colloidal gold-coupled 2C6 monoclonal antibody. Control cells incubated for 20 min at 37 degrees C with the gold-conjugated antibody displayed 40% of cellular gold particles on the cell surface and 60% within intracellular structures. In insulin-treated cells this proportion was reversed, with 64% of the particles being found on the cell surface, and only 36% within intracellular structures. Significant differences in the distribution of gold particles among intracellular structures were detected between control and insulin-treated cells. Whereas in control cells, 18% of the total cellular gold particles internalized into tubulovesicles and multivesicular bodies, in insulin-treated cells only 3% of the gold particles were found within these structures. These data indicate that the movement of this receptor between endocytic compartments is altered in response to insulin, and suggest that the effect of insulin to increase the cell surface concentration of alpha 2M receptors and the accumulation of alpha 2M is due, at least in part, to alterations in the endocytic portion of the receptor recycling pathway.     

Mutations of the second extracellular loop of the human lutropin receptor emphasize the importance of receptor activation and de-emphasize the importance of receptor phosphorylation in agonist-induced internalization

Alanine scanning mutagenesis of the second extracellular loop of the human lutropin receptor (hLHR) showed that mutation of most of the residues present in this region either enhance or impair the internalization of agonist. A more complete analysis of four mutants, two that enhanced internalization (F515A and T521A) and two that impaired internalization (S512A and V519A), showed that the two mutants that impaired internalization also show a decrease in the sensitivity for agonist-induced cAMP accumulation, whereas the two mutants that enhanced internalization show an increase in the sensitivity for agonist-induced cAMP accumulation. None of these mutants had an effect on the agonist-induced phosphorylation of the hLHR, however. We conclude that, in contrast to the prevailing view of the relative importance of receptor phosphorylation in the internalization of G protein-coupled receptors, the phosphorylation of the hLHR is less important than the agonist-induced activation of the hLHR in the process of internalization.     

Platelet-derived growth factor labeled to colloidal gold for use as a mitogenic receptor probe

Studies by others utilizing 125I-PDGF have indicated that target cells express a high affinity surface receptor for PDGF. We have bound purified platelet-derived growth factor (PDGF) to gold colloid particles to explore the interaction of PDGF with mouse 3T3 cells. The gold-PDGF complex consists of approximately 26 PDGF molecules electrostatically absorbed to gold colloid (approximately 14.1 nm). The gold-PDGF complex induced mitogenic stimulation similar to unbound PDGF, although a 5 to 6 fold greater amount of complexed PDGF was required for the same effect. Incubation of the gold-PDGF complex with 3T3 cells for 4 h at 4 degrees C revealed that 98% of the membrane binding was randomly distributed on the cell surface with respect to coated pits, with each cell binding 7000 to 11000 complexes. Addition of a 20-fold excess of unlabeled PDGF reduced surface binding of the gold-PDGF complex by 87% (1230 probes/cell). Warming to 37 degrees C followed by time-interval fixation permitted visualization of endocytosis of the complexes in coated vesicles (1-3 min), internalization (3-15 min) and lysosomal accumulation (15-60 min). Pretreatment of cultures with monensin (2 h, 10 microM) abolished receptor binding, internalization and subsequent mitogenesis of the gold-PDGF complex. These studies support the suggestion that PDGF requires a surface receptor to elicit mitogenesis.     

Differential effects of modification of membrane cholesterol and sphingolipids on the conformation, function, and trafficking of the G protein-coupled cholecystokinin receptor

The lipid microenvironment of receptors can influence their conformation, function, and regulation. Cholecystokinin (CCK)-stimulated signaling is abnormal in some forms of hyperlipidemia, suggesting the possibility of unique sensitivity to its lipid environment. Here we examined the influence of cholesterol and sphingolipids on CCK receptors in model Chinese hamster ovary cell systems having lipid levels modified. Cholesterol was modulated chemically or metabolically, and sphingolipids were modulated using a temperature-sensitive cell line (SPB-1). Receptor conformation was probed with a fluorescent full agonist ligand, Alexa 488-conjugated Gly-[Nle(28,31)]CCK-(26-33), shown previously to decrease in anisotropy and lifetime when occupying a receptor in the active conformation (Harikumar, K. G., Pinon, D. L., Wessels, W. S., Prendergast, F. G., and Miller, L. J. (2002) J. Biol. Chem. 277, 18552-18560). Anisotropy and lifetime of this probe were increased and prolonged with cholesterol enrichment, and decreased and shortened with depletion of cholesterol or sphingolipids. The increase in these parameters with cholesterol enrichment may reflect change in CCK receptor conformation toward its inactive, uncoupled state. Indeed, cholesterol enrichment resulted in nonproductive agonist ligand binding, with affinity of binding higher than normal and calcium signaling in response to this reduced. In cholesterol- and sphingolipid-depleted states, the receptor moved into conformations that were less than optimal. With cholesterol depletion, both ligand binding and signaling were decreased, yet internalization and trafficking were unperturbed. With sphingolipid depletion, ligand binding and signaling were normal, but internalization and trafficking were markedly inhibited. Of note, normal transferrin receptor trafficking through the same clathrin-dependent pathway was maintained under these conditions. Thus, lipid microenvironment of the CCK receptor is particularly important, with different lipids having distinct effects.     

Palmitoylation of human proteinase-activated receptor-2 differentially regulates receptor-triggered ERK1/2 activation, calcium signalling and endocytosis

hPAR(2) (human proteinase-activated receptor-2) is a member of the novel family of proteolytically activated GPCRs (G-protein-coupled receptors) termed PARs (proteinase-activated receptors). Previous pharmacological studies have found that activation of hPAR(2) by mast cell tryptase can be regulated by receptor N-terminal glycosylation. In order to elucidate other post-translational modifications of hPAR(2) that can regulate function, we have explored the functional role of the intracellular cysteine residue Cys(361). We have demonstrated, using autoradiography, that Cys(361) is the primary palmitoylation site of hPAR(2). The hPAR(2)C361A mutant cell line displayed greater cell-surface expression compared with the wt (wild-type)-hPAR(2)-expressing cell line. hPAR(2)C361A also showed a decreased sensitivity and efficacy (intracellular calcium signalling) towards both trypsin and SLIGKV. In stark contrast, hPAR(2)C361A triggered greater and more prolonged ERK (extracellular-signal-regulated kinase) phosphorylation compared with that of wt-hPAR(2) possibly through Gi, since pertussis toxin inhibited the ability of this receptor to activate ERK. Finally, flow cytometry was utilized to assess the rate and extent of receptor internalization following agonist challenge. hPAR(2)C361A displayed faster internalization kinetics following trypsin activation compared with wt-hPAR(2), whereas SLIGKV had a negligible effect on internalization for either receptor. In conclusion, palmitoylation plays an important role in the regulation of PAR(2) expression, agonist sensitivity, desensitization and internalization.     

The role of palmitoylation in directing dopamine D1 receptor internalization through selective endocytic routes

We previously determined that D1 receptors can endocytose through caveolae, a subset of lipid rafts, in addition to internalization via a clathrin-dependent pathway. In this report, we investigated the potential role that palmitoylation might have on directing D1 receptor internalization through either a clathrin or caveolar-dependent route. Through whole cell binding analysis and sucrose gradient fractionation studies, we demonstrated that although palmitoylation of the D1 receptor was not required for agonist-independent localization to caveolae, agonist induced internalization kinetics of a de-palmitoylated D1 receptor were accelerated ∼8-fold in comparison to wild-type D1 receptor and were very similar to that observed for clathrin-dependent D1 receptor internalization. Additionally, inhibition of the clathrin mediated pathway led to significant attenuation in the extent of agonist induced internalization of the de-palmitoylated D1 receptor, suggesting the de-palmitoylated D1 receptor was directed to a clathrin-dependent internalization pathway. Taken together, these data suggest that palmitoylation may be involved in directing agonist-dependent D1 receptor internalization through selective endocytic routes.     

Pharmacological profiling of chemokine receptor-directed compounds using high-content screening

High-content screening, typically defined as automated fluorescence microscopy combined with image analysis, is now well established as a means to study test compound effects in cellular disease-modeling systems. In this work, the authors establish several high-content screening assays in the 384-well format to measure the activation of the CC-type chemokine receptors 2B and 3 (CCR2B, CCR3). As a cellular model system, the authors use Chinese hamster ovary cells, stably transfected with 1 of the respective receptors. They characterize receptor stimulation by human monocyte chemoattractant protein-1 for CCR2B and by human eotaxin-1 for CCR3: Receptor internalization and receptor-induced phosphorylation of ERK1/2 (pERK) were quantified using fluorescence imaging and image analysis. The 4 assay formats were robust, displayed little day-to-day variability, and delivered good Z' statistics for both CCRs. For each of the 2 receptors, the authors evaluated the potency of inhibitory compounds in the internalization format and the pERK assay and compared the results with those from other assays (ligand displacement binding, Ca(2+) mobilization, guanosine triphosphate exchange, chemotaxis). Both physiological agonists and test compounds differed significantly with respect to potencies and efficacies in the various profiling assays. The diverse assay formats delivered partially overlapping and partially complementary information, enabling the authors to reduce the probability of test compound-related technology artifacts and to specify the mode of action for individual test compounds. Transfer of the high-content screening format to a fully automated medium-throughput screening platform for CCR3 enabled the profiling of large compound numbers with respect to G protein signaling and possible tolerance-inducing liabilities.     

Development of a novel DnaE intein-based assay for quantitative analysis of G-protein-coupled receptor internalization

G-protein-coupled receptor (GPCR) internalization provides a G-protein-subtype-independent method for assaying agonist-stimulated activation of receptors. We have developed a novel assay that allows quantitative analysis of GPCR internalization based on the interaction between activated GPCRs and β-arrestin2 and on Nostoc punctiforme DnaE intein-mediated reconstitution of Renilla luciferase fragments. This assay system was validated using four functionally divergent GPCRs treated with agonists and antagonists. The EC(50) values obtained for the known agonists and antagonists are in close agreement with the results of previous reports, indicating that this assay system is sensitive enough to permit quantification of GPCR internalization. This rapid and quantitative assay, therefore, could be used universally as a functional cell-based assay for GPCR high-throughput screening during drug discovery.     

Fluorescence ratiometric detection of ligand-induced receptor internalization using extracellular coiled-coil tag-probe labeling

We report a new method for the detection of ligand-induced receptor internalization by fluorescence ratiometric imaging of pH in endosomes in combination with a recently developed posttranslational labeling system based on the formation of a heterodimeric coiled-coil structure. The N-terminus of the β2-adrenergic receptor expressed on the cell surface was doubly labeled with pH-sensitive fluorescein and pH-insensitive tetramethylrhodamine. A significant increase in the tetramethylrhodamine-to-fluorescein fluorescence intensity ratio was observed after incubation with agonists in a concentration-dependent manner. This simple and accurate method of detecting the agonistic activity of receptors will be useful for high-throughput screening of drug candidates.     

Effects of cellular pharmacology on drug distribution in tissues.

The efficacy of targeted therapeutics such as immunotoxins is directly related to both the extent of distribution achievable and the degree of drug internalization by individual cells in the tissue of interest. The factors that influence the tissue distribution of such drugs include drug transport; receptor/drug binding; and cellular pharmacology, the processing and routing of the drug within cells. To examine the importance of cellular pharmacology, previously treated only superficially, we have developed a mathematical model for drug transport in tissues that includes drug and receptor internalization, recycling, and degradation, as well as drug diffusion in the extracellular space and binding to cell surface receptors. We have applied this "cellular pharmacology model" to a model drug/cell system, specifically, transferrin and the well-defined transferrin cycle in CHO cells. We compare simulation results to models with extracellular diffusion only or diffusion with binding to cell surface receptors and present a parameter sensitivity analysis. The comparison of models illustrates that inclusion of intracellular trafficking significantly increases the total transferrin concentration throughout much of the tissue while decreasing the penetration depth. Increasing receptor affinity or tissue receptor density reduces permeation of extracellular drug while increasing the peak value of the intracellular drug concentration, resulting in "internal trapping" of transferrin near the source; this could account for heterogeneity of drug distributions observed in experimental systems. Other results indicate that the degree of drug internalization is not predicted by the total drug profile. Hence, when intracellular drug is required for a therapeutic effect, the optimal treatment may not result from conditions that produce the maximal total drug distribution. Examination of models that include cellular pharmacology may help guide rational drug design and provide useful information for whole body pharmacokinetic studies.