A cell-based beta-lactamase reporter gene assay for the identification of inhibitors of hepatitis C virus replication

This report describes the development, optimization, and implementation of a cell-based assay for high-throughput screening (HTS) to identify inhibitors to hepatitis C virus (HCV) replication. The assay is based on a HCV subgenomic RNA replicon that expresses beta-lactamase as a reporter for viral replication in enhanced Huh-7 cells. The drug targets in this assay are viral and cellular enzymes required for HCV replication, which are monitored by fluorescence resonance energy transfer using cell-permeable CCF4-AM as a beta-lactamase substrate. Digital image processing was used to visualize cells that harbor viral RNA and to optimize key assay development parameters such as transfection and culturing conditions to obtain a cell line which produced a robust assay window. Formatting the assay for compound screening was problematic due to small signal-to-background ratio and reduced potency to known HCV inhibitors. These technical difficulties were solved by using clavulanic acid, an irreversible inhibitor of beta-lactamase, to eliminate residual beta-lactamase activity after HCV replication was terminated, thus resulting in an improved assay window. HTS was carried out in 384-well microplate format, and the signal-to-background ratio and Z factor for the assay plates during the screen were approximately 13-fold and 0.5, respectively.     

Screening for antiviral inhibitors of the HIV integrase-LEDGF/p75 interaction using the AlphaScreen luminescent proximity assay

Small-molecule inhibitors of HIV integrase (HIV IN) have emerged as a promising new class of antivirals for the treatment of HIV/AIDS. The compounds currently approved or in clinical development specifically target HIV DNA integration and were identified using strand-transfer assays targeting the HIV IN/viral DNA complex. The authors have developed a second biochemical assay for identification of HIV integrase inhibitors, targeting the interaction between HIV IN and the cellular cofactor LEDGF/p75. They developed a luminescent proximity assay (AlphaScreen) designed to measure the association of the 80-amino-acid integrase binding domain of LEDGF/p75 with the 163-amino-acid catalytic core domain of HIV IN. This assay proved to be quite robust (with a Z' factor of 0.84 in screening libraries arrayed as orthogonal mixtures) and successfully identified several compounds specific for this protein-protein interaction.     

Determinants of Hepatitis C Virus p7 Ion Channel Function and Drug Sensitivity Identified In Vitro

Hepatitis C virus (HCV) chronically infects 170 million individuals, causing severe liver disease. Although antiviral chemotherapy exists, the current regimen is ineffective in 50% of cases due to high levels of innate virus resistance. New, virus-specific therapies are forthcoming although their development has been slow and they are few in number, driving the search for new drug targets. The HCV p7 protein forms an ion channel in vitro and is critical for the secretion of infectious virus. p7 displays sensitivity to several classes of compounds, making it an attractive drug target. We recently demonstrated that p7 compound sensitivity varies according to viral genotype, yet little is known of the residues within p7 responsible for channel activity or drug interactions. Here, we have employed a liposome-based assay for p7 channel function to investigate the genetic basis for compound sensitivity. We demonstrate using chimeric p7 proteins that neither the two trans-membrane helices nor the p7 basic loop individually determines compound sensitivity. Using point mutation analysis, we identify amino acids important for channel function and demonstrate that null mutants exert a dominant negative effect over wild-type protein. We show that, of the three hydrophilic regions within the amino-terminal trans-membrane helix, only the conserved histidine at position 17 is important for genotype 1b p7 channel activity. Mutations predicted to play a structural role affect both channel function and oligomerization kinetics. Lastly, we identify a region at the p7 carboxy terminus which may act as a specific sensitivity determinant for the drug amantadine.Hepatitis C virus (HCV) chronically infects 170 million individuals and is a major cause of severe liver disease such as cirrhosis and hepatocellular carcinoma. Acute HCV infection is asymptomatic which, combined with the lack of an available vaccine, means that the majority of carriers are unaware of their positive status. Thus, clinical intervention takes place upon the presentation of symptoms when liver damage is already extensive and when the virus is well established. Current therapy comprises a combination of pegylated alpha interferon (IFN-α) with ribavirin (Rib), which is effective in only 50% of cases and is both expensive and poorly tolerated by patients. This relatively low success rate is due to the highly prevalent, IFN-resistant genotype 1 viruses; other genotypes generally respond well to treatment (27). As IFN-Rib acts primarily via stimulation of the immune system, improving current therapy relies on the development of new, virus-specific drugs. A small number of polymerase and protease inhibitors are at late stages of development, but progress has been hampered by the inability until recently to culture HCV in vitro (21, 40, 45). The highly variable nature of HCV, however, means that new drugs will most likely have to be used in combination, making expansion of available drug targets and the development of new inhibitors a major research focus.HCV is the prototype member of the Hepacivirus genus within the Flaviviridae (3). It is enveloped, and its genome is a 9.6-kb positive-sense RNA. This is translated in a cap-independent fashion from an internal ribosome entry site present within the 5′ untranslated region, yielding a 3,000-amino-acid polyprotein, which is cleaved by both cellular and viral proteases to generate 10 mature virus gene products: the structural proteins core and envelope E1 and E2, the p7 ion channel, and the nonstructural proteins NS2, NS3, NS4A, NS4B, NS5A, and NS5B which replicate the viral genome and regulate host cell metabolism (reviewed in reference 23).The p7 ion channel of HCV is sensitive to several classes of inhibitor compounds in vitro (13, 26, 31) and is necessary for HCV to replicate in chimpanzees (32). Recently, p7 was shown to be critical for the secretion of infectious HCV particles in culture (19, 34), and we along with others have shown that drugs which block its activity significantly reduce virus production (12, 35). p7, therefore, represents an important new target for drug development, and clinical trials combining IFN and Rib with a p7 inhibitor, amantadine, have demonstrated improved response rates in genotype 1-infected individuals (6). Recently, we have shown that the sensitivity of HCV to p7 inhibitors varies according to genotype, implying that p7 sequence determines the binding of inhibitor compounds (12). Little is known about how primary sequence governs p7 channel activity or drug interactions although several mutations have been shown to affect particle secretion in culture (19, 34), including the conserved basic charges on the cytosolic loop, which are known to be required for p7 activity in surrogate cell systems (14).p7 channels are heptameric assemblages (4) with a predicted structure whereby the lumen is formed by the amphipathic amino-terminal trans-membrane helices (13, 25). Carboxy-terminal helices are thought to interact with adjacent p7 protomers, serving to stabilize the channel structure. In addition, the basic loop may form a constriction at one end of the channel, possibly serving to mediate channel gating (13). Accordingly, residues within the loop or the amino-terminal helix would be the most likely to mediate channel opening and/or drug binding.Here, we have investigated determinants of both p7 drug sensitivity and channel activity using a liposome-based fluorescent dye release assay for p7 function (36). Surprisingly, we find that p7 drug sensitivity is not, in fact, determined by either helix nor by the basic loop alone, implying that overall channel structure strongly influences drug binding. Several mutations specifically blocked fluorescent dye release from liposomes without adversely affecting oligomerization or membrane insertion, validating the system as a convenient means of investigating p7 function. Lastly, we identify a region that influences resistance of genotype 1b p7 to amantadine. Developing our understanding of how p7 sequence is linked to drug sensitivity could have important implications for the design of future HCV therapies.     

Liposome-based homogeneous luminescence resonance energy transfer

There is an increasing need for developing simple assay formats for biomedical screening purposes. Assays on cell membranes have become important in studies of receptor-ligand interactions and signal pathways. Here luminescence energy transfer was studied on liposomes containing europium ion chelated to 4,4,4-trifluoro-1-(2-naphthalenyl)-1,3-butanedione and trioctylphosphine oxide. Energy transfer efficiency was characterized with biotin-streptavidin interaction, and a model assay concept for a homogeneous time-resolved luminescence resonance energy transfer (LRET) assay was developed. Acceptor-labeled streptavidin was bound to biotinylated lipids on the liposomes, leading to close proximity of the LRET pair. The liposome-based LRET assay was optimized for dye incorporation and concentration, biotinylation degree, liposome size, and kinetics. Sensitivity for a competitive biotin assay was at a picomolar range with a coefficient of variation from 7 to 20%. The developed lipid membrane-based system was feasible in separation free LRET assay concept with high sensitivity, indicating that the assay principle can potentially be used for biologically more relevant target molecules.     

Yellow Fluorescent Protein-Based Assay to Measure GABAA Channel Activation and Allosteric Modulation in CHO-K1 Cells

The γ-aminobutyric acid A (GABA_A) ion channels are important drug targets for treatment of neurological and psychiatric disorders. Finding GABA_A channel subtype selective allosteric modulators could lead to new improved treatments. However, the progress in this area has been obstructed by the challenging task of developing functional assays to support screening efforts and the generation of cells expressing functional GABA_A ion channels with the desired subtype composition. To address these challenges, we developed a yellow fluorescent protein (YFP)-based assay to be able to study allosteric modulation of the GABA_A ion channel using cryopreserved, transiently transfected, assay-ready cells. We show for the first time how the MaxCyte STX electroporation instrument can be used to generate CHO-K1 cells expressing functional GABA_A α2β3γ2 along with a halide sensing YFP-H148Q/I152L (YFP-GABA_A2 cells). As a basis for a cell-based assay capable of detecting allosteric modulators, experiments with antagonist, ion channel blocker and modulators were used to verify GABA_A subunit composition and functionality. We found that the I⁻ concentration used in the YFP assay affected both basal quench of YFP and potency of GABA. For the first time the assay was used to study modulation of GABA with 7 known modulators where statistical analysis showed that the assay can distinguish modulatory pEC₅₀ differences of 0.15. In conclusion, the YFP assay proved to be a robust, reproducible and inexpensive assay. These data provide evidence that the assay is suitable for high throughput screening (HTS) and could be used to discover novel modulators acting on GABA_A ion channels.     

Interfering with hepatitis C virus assembly in vitro using affinity peptides directed towards core protein

Viral assembly is a crucial key step in the life cycle of every virus. In the case of Hepatitis C virus (HCV), the core protein is the only structural protein to interact directly with the viral genomic RNA. Purified recombinant core protein is able to self-assemble in vitro into nucleocapsid-like particles upon addition of a structured RNA, providing a robust assay with which to study HCV assembly. Inhibition of self-assembly of the C170 core protein (first 170 amino acids) was tested using short peptides derived from the HCV core, from HCV NS5A protein, and from diverse proteins (p21 and p73) known to interact with HCV core protein. Interestingly, peptides derived from the core were the best inhibitors. These peptides are derived from regions of the core predicted to be involved in the interaction between core subunits during viral assembly. We also demonstrated that a peptide derived from the C-terminal end of NS5A protein moderately inhibits the assembly process.     

Detection of Proton Movement Directly across Viral Membranes To Identify Novel Influenza Virus M2 Inhibitors

The influenza virus M2 protein is a well-validated yet underexploited proton-selective ion channel essential for influenza virus infectivity. Because M2 is a toxic viral ion channel, existing M2 inhibitors have been discovered through live virus inhibition or medicinal chemistry rather than M2-targeted high-throughput screening (HTS), and direct measurement of its activity has been limited to live cells or reconstituted lipid bilayers. Here, we describe a cell-free ion channel assay in which M2 ion channels are incorporated into virus-like particles (VLPs) and proton conductance is measured directly across the viral lipid bilayer, detecting changes in membrane potential, ion permeability, and ion channel function. Using this approach in high-throughput screening of over 100,000 compounds, we identified 19 M2-specific inhibitors, including two novel chemical scaffolds that inhibit both M2 function and influenza virus infectivity. Counterscreening for nonspecific disruption of viral bilayer ion permeability also identified a broad-spectrum antiviral compound that acts by disrupting the integrity of the viral membrane. In addition to its application to M2 and potentially other ion channels, this technology enables direct measurement of the electrochemical and biophysical characteristics of viral membranes.     

Development and validation of a cell-based high-throughput screening assay for TRPM2 channel modulators

TRPM2 is a member of the transient receptor potential melastatin (TRPM)-related ion channel family. The activation of TRPM2 induced by oxidative/nitrosative stress leads to an increase in intracellular free Ca(2+). Although further progress in understanding TRPM2's role in cell and organism physiology would be facilitated by isolation of compounds able to specifically modulate its function in primary cells or animal models, no cell-based assays for TRPM2 function well suited for high-throughput screening have yet been described. Here, a novel suspension B lymphocyte cell line stably expressing TRPM2 was used to develop a cell-based assay. The assay uses the Ca(2+)-sensitive fluorescence dye, Fluo-4 NW (no wash), to measure TRPM2-dependent Ca(2+) transients induced by H(2)O(2) and N-methyl-N'-nitrosoguanidine in a 96-well plate format. Assay performance was evaluated by statistical analysis of the Z' factor value and was consistently greater than 0.5 under optimal conditions, suggesting that the assay is very robust. For assay validation, the effects of known inhibitors of TRPM2 and TRPM2 gating secondary messenger production were determined. Overall, the authors have developed a cell-based assay that may be used to identify TRPM2 ion channel modulators from large compound libraries.     

Intracellular Proton Conductance of the Hepatitis C Virus p7 Protein and Its Contribution to Infectious Virus Production

The hepatitis C virus (HCV) p7 protein is critical for virus production and an attractive antiviral target. p7 is an ion channel when reconstituted in artificial lipid bilayers, but channel function has not been demonstrated in vivo and it is unknown whether p7 channel activity plays a critical role in virus production. To evaluate the contribution of p7 to organelle pH regulation and virus production, we incorporated a fluorescent pH sensor within native, intracellular vesicles in the presence or absence of p7 expression. p7 increased proton (H⁺) conductance in vesicles and was able to rapidly equilibrate H⁺ gradients. This conductance was blocked by the viroporin inhibitors amantadine, rimantadine and hexamethylene amiloride. Fluorescence microscopy using pH indicators in live cells showed that both HCV infection and expression of p7 from replicon RNAs reduced the number of highly acidic (pH<5) vesicles and increased lysosomal pH from 4.5 to 6.0. These effects were not present in uninfected cells, sub-genomic replicon cells not expressing p7, or cells electroporated with viral RNA containing a channel-inactive p7 point mutation. The acidification inhibitor, bafilomycin A1, partially restored virus production to cells electroporated with viral RNA containing the channel inactive mutation, yet did not in cells containing p7-deleted RNA. Expression of influenza M2 protein also complemented the p7 mutant, confirming a requirement for H⁺ channel activity in virus production. Accordingly, exposure to acid pH rendered intracellular HCV particles non-infectious, whereas the infectivity of extracellular virions was acid stable and unaffected by incubation at low pH, further demonstrating a key requirement for p7-induced loss of acidification. We conclude that p7 functions as a H⁺ permeation pathway, acting to prevent acidification in otherwise acidic intracellular compartments. This loss of acidification is required for productive HCV infection, possibly through protecting nascent virus particles during an as yet uncharacterized maturation process.     

A widely applicable, high-throughput TR-FRET assay for the measurement of kinase autophosphorylation: VEGFR-2 as a prototype

Homogeneous time-resolved fluorescence resonance energy transfer (TR-FRET) assays represent a highly sensitive and robust high-throughput screening (HTS) method for the quantification of kinase activity. Traditional TR-FRET kinase assays detect the phosphorylation of an exogenous substrate. The authors describe the development and optimization of a TR-FRET technique that measures the autophosphorylation of vascular endothelial growth factor receptor 2 (VEGFR-2) kinase and extend its applicability to a variety of other kinases. The VEGFR-2 assay demonstrated dose-dependent inhibition by compounds known to modulate the catalytic activity of this receptor. In addition, kinetic analysis of a previously characterized VEGFR-2 inhibitor was performed using the method, and results were consistent with those obtained using a different assay format. Because of the known involvement of VEGFR-2 in angiogenesis, this assay should facilitate HTS for antiangiogenic agents. In addition, this general technique should have utility for the screening for inhibitors of kinases as potential therapeutic agents for many other disease indications.     

High-throughput screening and rapid inhibitor triage using an infectious chimeric hepatitis C virus

The recent development of a Hepatitis C virus (HCV) infectious virus cell culture model system has facilitated the development of whole-virus screening assays which can be used to interrogate the entire virus life cycle. Here, we describe the development of an HCV growth assay capable of identifying inhibitors against all stages of the virus life cycle with assay throughput suitable for rapid screening of large-scale chemical libraries. Novel features include, 1) the use of an efficiently-spreading, full-length, intergenotypic chimeric reporter virus with genotype 1 structural proteins, 2) a homogenous assay format compatible with miniaturization and automated liquid-handling, and 3) flexible assay end-points using either chemiluminescence (high-throughput screening) or Cellomics ArrayScan™ technology (high-content screening). The assay was validated using known HCV antivirals and through a large-scale, high-throughput screening campaign that identified novel and selective entry, replication and late-stage inhibitors. Selection and characterization of resistant viruses provided information regarding inhibitor target and mechanism. Leveraging results from this robust whole-virus assay represents a critical first step towards identifying inhibitors of novel targets to broaden the spectrum of antivirals for the treatment of HCV.     

A Homogenous 384-Well High Throughput Screen for Novel Tumor Necrosis Factor Receptor: Ligand Interactions Using Time Resolved Energy Transfer

The herpes virus entry mediator (HVEM) receptor and its ligand, HVEM-L, are involved in both herpes simplex virus type-1 (HSV-1) herpes simplex virus type-2 (HSV-2) infection, and in T-cell activation such that antagonists of this interaction are expected to have utility in viral and inflammatory diseases. In this report we describe the configuration of a homogeneous 384-well assay based on time-resolved energy transfer from a europium chelate on the HVEM receptor to an allophycocyanin (APC) acceptor on the ligand. Specific time resolved emission from the acceptor is observed on receptor:ligand complex formation. The results of various direct and indirect labeling strategies are described. Several assay optimization experiments were necessary to obtain an assay that was robust to automation and file compound interference while sensitive to the effect of potential inhibitors. The signal was stable for more than 24 h at room temperature using the Eu(3+) chelates, suggesting no dissociation of the lanthanide ion. The 384-well assay was readily automated and was able to identify more than 99.5% of known positive controls in the validation studies successfully. Screening identified both a series of known potent inhibitors and several structural classes of hits that readily deconvoluted to yield single compound inhibitors with the desired functional activity in secondary biological assays. The equivalence of the data in 384- and 1536-well formats indicates that routine implementation of 1536-well chelate-based energy transfer screening appears to be primarily limited by liquid handling rather than detection issues.     

Development of a 1-microl scale assay for mitogen-activated kinase kinase 7 using 2-D fluorescence intensity distribution analysis anisotropy

This paper describes the development of a robust, miniaturizable, and quantitative fluorescence-based assay for mitogen-activated protein kinase kinase 7 (MKK7). As a first step, the basic steady-state kinetics of the MKK7-catalyzed phosphorylation of c-Jun N-terminal kinases (JNKs) 1, 2, and 3 were defined using standard radiometric methods. Subsequently, the authors found that in addition to the holo JNKs, a series of novel small peptides (based on the region around the JNK phosphorylation site) are also substrates, provided that these were prephosphorylated on the Y residue of the TPY motif. One of these peptide substrates was used in the development of a fluorescence polarization-based assay using an antibody as a sensor. The assay was successfully miniaturized for use with conventional fluorescence polarization (FP) reader technology in 8.5 microl and on the single microl scale using Evotec proprietary 2-dimensional fluorescence intensity distribution analysis (2D-FIDA) anisotropy and liquid handling technology. The steady-state kinetic parameters derived using the FP or 2D-FIDA anisotropy format assays correlated well with those generated using a radiometric assay. Moreover, the quantitative sensitivity to known inhibitors was maintained independent of the format and assay volume. In addition, the authors found that the 2D-FIDA anisotropy assay exhibited superior performance statistics (typical Z' = approximately 0.5) relative to conventional FP (typical Z' = 0.3) and yielded the additional benefit of order-of-magnitude savings in terms of reagent costs. The 2D-FIDA anisotropy assay was used to carry out a successful high-throughput screening in 1-microl final volume against company file compounds.     

Development of a colorimetric method for functional chloride channel assay

Anion channels play significant physiological roles in humans and animals. However, the effort of screening for anion channel modulators was limited by the available assay technologies. This report discusses the development of a cell-based functional chloride channel assay using iodine as the chloride channel functional indicator. Iodine concentrations were measured with modified Sandell-Kolthoff reaction using colorimetric detection. The assay was rapid and quantitative. When WSS-1 cells were activated by gamma-aminobutyric acid (GABA) in the condition that gamma-aminobutyric acid type A receptor (GABAA receptor) conducted outwardly rectifying chloride channel function, the EC50 of GABA was 7.69 microM. IC50s were 0.53 microM for bicuculline and 3.1 microM for picrotoxin, respectively, in the presence of 10 microM GABA. When Capan-1 cells were activated by forskolin, the EC50 was 0.14 microM. The assay can also be applied to inwardly rectifying anion channels as exemplified by GABAA channel with an EC50 of 294 microM. Thus, the assay is universal and reliable and can be used for anion channel high-throughput screening.     

The development of a high-content screening binding assay for the smoothened receptor

In this study, the development of an image-based high-content screening (HCS) binding assay for the seven-transmembrane (7TM) receptor Smoothened (Smo) is described. Using BacMam-based gene delivery of Smo, BODIPY-cyclopamine as a fluorescent probe, and a confocal imaging system, a robust 384-well assay that could be used for high-throughput compound profiling activities was developed. The statistically robust HCS binding assay was developed through optimization of multiple parameters, including cell transduction conditions, Smo expression levels, the image analysis algorithm, and staining procedures. Evaluation of structurally diverse compounds, including functional Smo activators, inhibitors, and related analogs, demonstrated good compound potency correlations between high-content imaging binding, membrane fluorescence polarization binding, and gene reporter assays. Statistical analysis of data from a screening test set of compounds at a single 10-μM concentration suggested that the high-content imaging Smo binding assay is amenable for use in hit identification. The 384-well HCS assay was rapidly developed and met statistical assay performance targets, thus demonstrating its utility as a fluorescent whole-cell binding assay suitable for compound screening and profiling.     

A simple fluorescence based assay for quantification of human immunodeficiency virus particle release

Background

The assembly and release of human immunodeficiency virus (HIV) particles from infected cells represent attractive, but not yet exploited targets for antiretroviral therapy. The availability of simple methods to measure the efficiency of these replication steps in tissue culture would facilitate the identification of host factors essential for these processes as well as the screening for lead compounds acting as specific inhibitors of particle formation. We describe here the development of a rapid cell based assay for quantification of human immunodeficiency virus type 1 (HIV-1) particle assembly and/or release.

Results

Using a fluorescently labelled HIV-derivative, which carries an eYFP domain within the main viral structural protein Gag in the complete viral protein context, the release of virus like particles could be monitored by directly measuring the fluorescence intensity of the tissue culture supernatant. Intracellular Gag was quantitated in parallel by direct fluorescence analysis of cell lysates, allowing us to normalize for Gag expression efficiency. The assay was validated by comparison with p24 capsid ELISA measurements, a standard method for quantifying HIV-1 particles. Optimization of conditions allowed the robust detection of particle amounts corresponding to 50 ng p24/ml in medium by fluorescence spectroscopy. Further adaptation to a multi-well format rendered the assay suitable for medium or high throughput screening of siRNA libraries to identify host cell factors involved in late stages of HIV replication, as well as for random screening approaches to search for potential inhibitors of HIV-1 assembly or release.

Conclusions

The fast and simple fluorescence based quantification of HIV particle release yielded reproducible results which were comparable to the well established ELISA measurements, while in addition allowing the parallel determination of intracellular Gag expression. The protocols described here can be used for screening of siRNA libraries or chemical compounds, respectively, for inhibition of HIV in a 96-well format.     

Engineering the E. coli beta-galactosidase for the screening of antiviral protease inhibitors

Site-specific proteolysis is essential in many fundamental cellular and viral processes. It has been previously shown that the Escherichia coli beta-galactosidase can be useful for the high-throughput screening of human immunodeficiency virus type 1 protease inhibitors. Here, by using crystallographic and functional data of the bacterial enzyme, we have identified a new accommodation site between amino acids 581 and 582, in a solvent-exposed and flexible beta-turn of domain III. The placement of the model peptide reproducing the matrix-capsid (p17/p24) gag cleavage sequence renders a highly active and efficiently digested chimeric construct. The use of this insertion site, that increases the cleavage potential of this reporter enzyme, can improve the sensitivity and dynamic range of the antiviral drug assay. This simple and highly specific analytical test may also be extended to the screening of other specific protease inhibitors by a convenient colorimetric assay.     

A high-throughput screen utilizing the fluorescence of riboflavin for identification of lumazine synthase inhibitors

A high-throughput screening method based on the competitive binding of a lumazine synthase inhibitor and riboflavin to the active site of Schizosaccharomyces pombe lumazine synthase was developed. This assay is sensitive, simple, and robust. During assay development, all of the known active inhibitors tested were positively identified. Preliminary high-throughput screening in 384-well format resulted in a Z factor of 0.7. The approach utilizes a thermodynamic assay to bypass the problems associated with the instabilities of both lumazine synthase substrates that complicate the use of a kinetic assay in a high-throughput format, and it removes the time element from the assay, thus simplifying the procedure.