A miniaturized glucocorticoid receptor translocation assay using enzymatic fragment complementation evaluated with qHTS

Nuclear translocation is an important step in glucocorticoid receptor (GR) signaling and assays that measure this process allow the identification of nuclear receptor ligands independent of subsequent functional effects. To facilitate the identification of GR-translocation agonists, an enzyme fragment complementation (EFC) cell-based assay was scaled to a 1536-well plate format to evaluate 9,920 compounds using a quantitative high throughput screening (qHTS) strategy where compounds are assayed at multiple concentrations. In contrast to conventional assays of nuclear translocation the qHTS assay described here was enabled on a standard luminescence microplate reader precluding the requirement for imaging methods. The assay uses beta-galactosidase alpha complementation to indirectly detect GR-translocation in CHO-K1 cells. 1536-well assay miniaturization included the elimination of a media aspiration step, and the optimized assay displayed a Z' of 0.55. qHTS yielded EC(50) values for all 9,920 compounds and allowed us to retrospectively examine the dataset as a single concentration-based screen to estimate the number of false positives and negatives at typical activity thresholds. For example, at a 9 microM screening concentration, the assay showed an accuracy that is comparable to typical cell-based assays as judged by the occurrence of false positives that we determined to be 1.3% or 0.3%, for a 3sigma or 6sigma threshold, respectively. This corresponds to a confirmation rate of approximately 30% or approximately 50%, respectively. The assay was consistent with glucocorticoid pharmacology as scaffolds with close similarity to dexamethasone were identified as active, while, for example, steroids that act as ligands to other nuclear receptors such as the estrogen receptor were found to be inactive.     

Using IMAP technology to identify kinase inhibitors: comparison with a substrate depletion approach and analysis of the nature of false positives

IMAP is a fluorescence polarisation-based assay method which can be applied to the measurement of protein kinase activity. Using a model serine/threonine kinase we found that IMAP generated a good assay window (Z' > 0.8), was very tolerant of DMSO, and was flexible with respect to sample processing (stopped reactions were stable over a period of several days). Using a set of six low molecular weight inhibitors of the kinase, we found a good correlation between IMAP and scintillation proximity assay (SPA) potency data. IMAP, which measures product accumulation, was compared in an HTS setting with a substrate depletion method (luminescence-based measurement of ATP concentration). There was a reasonable (approximately 50%) overlap in primary hits from a 17,000 compound set, but more apparent false positives were generated from the IMAP method. We followed up the compounds that showed activity in the IMAP method but not in the luminescence assay. Approximately 10% of these compounds displayed intrinsic fluorescence, suggesting that they were false actives by virtue of intrinsic spectroscopic properties. Compound activity by competition of phosphopeptide binding to IMAP beads can occur with high concentrations of chelating compounds, but did not occur with any of the false actives, suggesting that this form of interference is rare.     

A matrix-assisted laser desorption/ionization tandem mass spectrometry method for direct screening of small molecule mixtures against an aminoglycoside kinase

Aminoglycoside phosphotransferase 3′IIIa (APH3′IIIa) is a bacterial enzyme involved in antibiotic resistance through phosphorylation of aminoglycosides, which can potentially be overcome by co-administration of an APH3′IIIa inhibitor with the antibiotic. Current assay methods for discovery of APH3′IIIa inhibitors suffer from low specificity and high false positive/negative hit rates. Here, we describe a method for screening APH3′IIIa inhibitors based on direct detection of kanamycin A phosphorylation using MALDI-MS/MS, which is more rapid than conventional assays and does not require secondary assays or sample cleanup. The MALDI-MS/MS assay operates at an ionic strength of 45 mM and co-factors can be utilized at near-physiological levels for optimal enzyme activity. Detection via MALDI-MS/MS allowed for improved reproducibility when compared to ESI-MS/MS. Furthermore, the use of MS/MS provided better signal-to-noise ratios relative to MS alone on the MALDI instrument. The assay was validated via generation of Z′-factors, with values of 0.78 and 0.56 in the absence and presence of 0.2% DMSO, respectively. The assay was used to screen a kinase directed library of >200 compounds, assayed as 21 mixtures of 10 compounds each. Five novel synthetic inhibitors were identified following mixture deconvolution. Inhibition constants were obtained for the aforementioned inhibitors using the MALDI-MS/MS assay, revealing several low to mid micromolar “hits”, and highlighting the quantitative nature of the assay.     

Fluorescence polarization is a useful technology for reagent reduction in assay miniaturization

The use of fluorescence polarization (FP) has increased significantly in the development of sensitive and robust assays for high throughput screening of chemical compound libraries during the past few years. In this study, we show that FP is a useful assay miniaturization technology for reagent reduction during high throughput screening. We developed and optimized several FP assays for binding to estrogen receptor alpha and two protein kinases with an assay volume of 100 microl. Without any re-optimization, a consistent signal window was maintained in 384- or 1536-well format when the assay volume varied from 2.5-100 microl at constant concentrations of all assay components. In contrast, the signal window decreased with decreasing assay volume at constant reagent concentration in the protein kinase C scintillation proximity assay (SPA) and prompt fluorescence assay. In addition, the effect of evaporation on the signal window was minimal for the FP assays. Our study suggests that FP is superior to SPA and prompt fluorescence in terms of reagent reduction in the miniaturized assay format.     

临近闪烁分析法在高通量筛选中的应用

起源于放射性免疫分析的临近闪烁分析法(scintillation proximity assay,SPA)是一种均相、灵敏、快速和简便的基于闪烁载体的分析平台。该平台可用于筛选药物靶点的先导化合物和研究其生理过程。由于无需分离,易于固定药物靶点和检测其活性,SPA成为一种重要的高通量筛选方法。由于放射性标记分子和亲和标签分子的多样化和商业化、以及液闪计数器和液相操作等技术的发展,SPA已经广泛用于受体结合、高通量药物筛选、酶分析、放射性免疫分析、蛋白质-蛋白质相互作用和细胞水平分析等方面。本文阐述了SPA原理,讨论了其关键技术(包括闪烁载体、液闪计数器和放射性标记分子),分析了其评价体系;同时简述了SPA分析的发展, 并介绍了其在高通量筛选中的应用实例, 归纳了存在的问题,给出了未来的发展趋势。目前,基于SPA和荧光分析方法已成为高通量药物筛选的热点研究领域, 这些筛选技术的革新必然提升我们对细胞体系生物学的全面理解和促进先导化合物筛选过程的显著进步。     

Antibody-based fluorescence polarization assay to screen combinatorial libraries for sweet taste compounds

Technological advances in instrumentation, chemical synthesis methods, molecular biology and biochemistry have fueled the recent growth in high throughput screening. Assays are available in a vast range for formats, including fluorescence, luminescence, absorbance, and scintillation detection. Antibodies represent a powerful tool for novel compound discovery and their utility in this regard should not be underestimated. We have designed a fluorescence polarization immunoassay for the identification of novel sweeteners. The assay is based on monoclonal antibodies that bind superpotent sweet taste compounds and libraries of suitable test compounds can be rapidly screened using these antibodies as "artificial taste receptors."     

Natural product-derived modulators of cell cycle progression and viral entry by enantioselective oxa Diels-Alder reactions on the solid phase

The underlying frameworks of natural product classes with multiple biological activities can be regarded as biologically selected and prevalidated starting points in vast chemical structure space in the development of compound collections for chemical biology and medicinal chemistry research. For the synthesis of natural product-derived and -inspired compound collections, the development of enantioselective transformations in a format amenable to library synthesis, e.g., on the solid support, is a major and largely unexplored goal. We report on the enantioselective solid-phase synthesis of a natural product-inspired alpha,beta-unsaturated delta-lactone collection and its investigation in cell-based screens monitoring cell cycle progression and viral entry into cells. The screens identified modulators of both biological processes at a high hit rate. The screen for inhibition of viral entry opens up avenues of research for the identification of compounds with antiviral activity.     

A label-free G-quadruplex-based switch-on fluorescence assay for the selective detection of ATP

A G-quadruplex-based, label-free, switch-on fluorescence detection method has been developed for the selective detection of ATP in aqueous solution using crystal violet as a G-quadruplex-selective probe. The assay is highly simple and rapid, and does not require the use of fluorescent labeling.     

GFscore: a general nonlinear consensus scoring function for high-throughput docking

Most of the recent published works in the field of docking and scoring protein/ligand complexes have focused on ranking true positives resulting from a Virtual Library Screening (VLS) through the use of a specified or consensus linear scoring function. In this work, we present a methodology to speed up the High Throughput Screening (HTS) process, by allowing focused screens or for hitlist triaging when a prohibitively large number of hits is identified in the primary screen, where we have extended the principle of consensus scoring in a nonlinear neural network manner. This led us to introduce a nonlinear Generalist scoring Function, GFscore, which was trained to discriminate true positives from false positives in a data set of diverse chemical compounds. This original Generalist scoring Function is a combination of the five scoring functions found in the CScore package from Tripos Inc. GFscore eliminates up to 75% of molecules, with a confidence rate of 90%. The final result is a Hit Enrichment in the list of molecules to investigate during a research campaign for biological active compounds where the remaining 25% of molecules would be sent to in vitro screening experiments. GFscore is therefore a powerful tool for the biologist, saving both time and money.     

A high throughput scintillation proximity imaging assay for protein methyltransferases

Protein methyltransferases (PMTs) orchestrate epigenetic modifications through post-translational methylation of various protein substrates including histones. Since dysregulation of this process is widely implicated in many cancers, it is of pertinent interest to screen inhibitors of PMTs, as they offer novel target-based opportunities to discover small molecules with potential chemotherapeutic use. We have thus developed an enzymatic screening strategy, which can be adapted to scintillation proximity imaging assay (SPIA) format, to identify these inhibitors. We took advantage of S-adenosyl-L-[3H-methyl]-methionine availability and monitored the enzymatically catalyzed [3H]-methyl addition on lysine residues of biotinylated peptide substrates. The radiolabeled peptides were subsequently captured by streptavidin coated SPA imaging PS beads. We applied this strategy to four PMTs: SET7/9, SET8, SETD2, and EuHMTase1, and optimized assay conditions to achieve Z' values ranging from 0.48 to 0.91. The robust performance of this SPIA for the four PMTs was validated in a pilot screen of approximately 7,000 compounds. We identified 80 cumulative hits across the four targets. NF279, a suramin analogue, was found to specifically inhibit SET7/9 and SETD2 with IC50 values of 1.9 and 1.1 μM, respectively. Another identified compound, Merbromin, a topical antiseptic, was classified as a pan-active inhibitor of the four PMTs. These findings demonstrate that our proposed SPIA strategy is generic for multiple PMTs and can be successfully implemented to identify novel and specific inhibitors of PMTs. The specific PMT inhibitors may constitute a new class of anti-proliferative agents for potential therapeutic use.     

Evaluation of generic chiral liquid chromatography screens for pharmaceutical analysis

Two different automated generic liquid chromatography screens for the separation of chiral compounds of pharmaceutical interest have been evaluated. The test set comprised 53 chemically diverse chiral compounds involving 55 enantiomeric pairs from the pharmaceutical industry (i.e. starting materials, synthetic intermediates and drug substances). The first screen utilised four polysaccharide-based columns with five mobile phases and showed enantioselectivity for 87% of the test compounds. The second screen employed three macrocyclic glycopeptide columns with two mobile phases and showed enantioselectivity for 65% of the test compounds. Merging of the two screening procedures resulted in an enantioselectivity for 96% of the chiral compounds. It is anticipated that the systematic use of the automated chiral HPLC screens described in this report will substantially reduce the necessary time for method development of pharmaceutically related chiral analytical methods.     

Confirmation of primary active substances from high throughput screening of chemical and biological populations: a statistical approach and practical considerations

Many biologically important substances are discovered through screening of relevant chemical or biological libraries. The ability to find the active substances ("hits") from any random collection is largely determined by the quality of the assay and screening conditions. When a large population is screened for a specific characteristic, each member of that population is usually tested only once. Errors in the measurements require additional follow-up tests to confirm that each hit from the primary screen is truly active. In this report, we present a statistical model system that predicts the reliability of hits from a primary test as affected by the error in the assay and the choice of the hit threshold (hit limit). The hit confirmation rate, as well as false positive (representing substances that initially fall above the hit limit but whose true activity are below the hit limit) and false negative (representing substances that initially fall below the hit limit but whose true activity are in fact greater than the hit limit) rates have been analyzed with this model by computational simulation. This model can also be used in screen validation and post-screening data analysis. The statistical analysis presented here has broad implications and is applicable to screening of any large population for any specific characteristic. Obvious applications include drug discovery, gene chip analysis, population biology, directed molecular evolution, biological panning, and combinatorial material sciences.     

ADP-specific sensors enable universal assay of protein kinase activity

Two molecular sensors that specifically recognize ADP in a background of over 100-fold molar excess of ATP are described. These sensors are nucleic-acid based and comprise a general method for monitoring protein kinase activity. The ADP-aptamer scintillation proximity assay is configured in a single-step, homogeneous format while the allosteric ribozyme (RiboReporter) sensor generates a fluorescent signal upon ADP-dependent ribozyme self-cleavage. Both systems perform well when configured for high-throughput screening and have been used to rediscover a known protein kinase inhibitor in a high-throughput screening format.     

酰胺硫醚桥连1,3-硒唑和1,2,4-三唑衍生物合成及其对细胞分裂周期25磷酸酯酶B(Cdc25B)抑制活性

细胞分裂周期25磷酸酯酶B (Cdc25B)与致癌转化有关,是潜在的抗癌疗法的药物靶标.为筛选Cdc25B抑制剂,以1,3-硒唑为核心组块,利用酰胺硫醚键与1,2,4-三唑席夫碱活性组块桥连成目标化合物2-(1,2,4-三唑-3-基)硫代-N-(4-苯基-1,3-硒唑-2-基)乙酰胺(TATS).首先为验证将1,3-硒唑作为核心组块的合理性,选择了苯环未被修饰的TATS1与Cdc25B进行分子对接模拟,结果表明, 1,3-硒唑能紧密地嵌入Cdc25B结构中,与Cdc25B的重要催化位点Arg492发生N-H…PI非键弱相互作用,发挥了核心作用.酰胺羰基氧原子与Arg492和Arg488形成氢键,表明酰胺硫醚键引入合理.在理论对接研究的基础上,通过对1,2,4-三唑席夫碱活性组块中两个区域用不同基团修饰,设计并合成了13个新型目标化合物TATS1~TATS13,对比测试了目标化合物和重要中间体对Cdc25B的抑制活性.结果表明,其中12个目标化合物生物活性优于阳性参照物Na3VO4, 1,2,4-三唑席夫碱两个区域的不同修饰对抑制活性有明显影响,实现了活性叠加效应,表明该类结构化合物有望成为潜在的Cdc25B抑制剂.     

Development of a comprehensive analytical method for phosphate metabolites in plants by ion chromatography coupled with tandem mass spectrometry

This paper describes the development of a practical method for the analysis of phosphorus compounds with a focus on sugar phosphates from the model higher plant Arabidopsis thaliana by ion chromatography coupled to electrospray ionization tandem mass spectrometry (IC-ESI-MS-MS). After the analytical separation, the potassium hydroxide eluent was converted to water with an anion suppressor allowing the effluent from the IC to be connected to the mass spectrometer directly. In the optimized method, 17 phosphorous compounds (adenosine diphosphate (ADP), fructose 1,6-bisphosphate, fructose 2,6-bisphosphate, fructose 6-phosphate, galactose 1-phosphate, glucose 1-phosphate, glucose 1,6-bisphosphate, glucose 6-phosphate, mannose 6-phosphate, phosphoenol pyrvate, 3-phosphoglyceric acid, ribulose 1,5-bisphosphate, ribulose 5-phosphate, ribose 5-phosphate, sucrose 6-phosophate and uridine 5'-diphosphate-glucose (UDPG)) were determined. The linearity of response for these phosphorous compounds over the concentration range of 0 and 10 microM was better than 0.9993 in all cases. The minimum detection limit was between 0.01 and 2.50 microM for a 25 microL injection, and recovery rates for standard addition to the sample were within the range from 93% to 110%.     

Biosensor-based small molecule fragment screening with biolayer interferometry

Biosensor-based fragment screening is a valuable tool in the drug discovery process. This method is advantageous over many biochemical methods because primary hits can be distinguished from non-specific or non-ideal interactions by examining binding profiles and responses, resulting in reduced false-positive rates. Biolayer interferometry (BLI), a technique that measures changes in an interference pattern generated from visible light reflected from an optical layer and a biolayer containing proteins of interest, is a relatively new method for monitoring small molecule interactions. The BLI format is based on a disposable sensor that is immersed in 96-well or 384-well plates. BLI has been validated for small molecule detection and fragment screening with model systems and well-characterized targets where affinity constants and binding profiles are generally similar to those obtained with surface plasmon resonsance (SPR). Screens with challenging targets involved in protein–protein interactions including BCL-2, JNK1, and eIF4E were performed with a fragment library of 6,500 compounds, and hit rates were compared for these targets. For eIF4E, a protein containing a PPI site and a nucleotide binding site, results from a BLI fragment screen were compared to results obtained in biochemical HTS screens. Overlapping hits were observed for the PPI site, and hits unique to the BLI screen were identified. Hit assessments with SPR and BLI are described.     

How large does a compound screening collection need to be?

Increasingly, chemical libraries are being produced which are focused on a biological target or group of related targets, rather than simply being constructed in a combinatorial fashion. A screening collection compiled from such libraries will contain multiple analogues of a number of discrete series of compounds. The question arises as to how many analogues are necessary to represent each series in order to ensure that an active series will be identified. Based on a simple probabilistic argument and supported by in-house screening data, guidelines are given for the number of compounds necessary to achieve a "hit", or series of hits, at various levels of certainty. Obtaining more than one hit from the same series is useful since this gives early acquisition of SAR (structure-activity relationship) and confirms a hit is not a singleton. We show that screening collections composed of only small numbers of analogues of each series are sub-optimal for SAR acquisition. Based on these studies, we recommend a minimum series size of about 200 compounds. This gives a high probability of confirmatory SAR (i.e. at least two hits from the same series). More substantial early SAR (at least 5 hits from the same series) can be gained by using series of about 650 compounds each. With this level of information being generated, more accurate assessment of the likely success of the series in hit-to-lead and later stage development becomes possible.     

ALARM NMR: a rapid and robust experimental method to detect reactive false positives in biochemical screens

High-throughput screening (HTS) of large compound collections typically results in numerous small molecule hits that must be carefully evaluated to identify valid drug leads. Although several filtering mechanisms and other tools exist that can assist the chemist in this process, it is often the case that costly synthetic resources are expended in pursuing false positives. We report here a rapid and reliable NMR-based method for identifying reactive false positives including those that oxidize or alkylate a protein target. Importantly, the reactive species need not be the parent compound, as both reactive impurities and breakdown products can be detected. The assay is called ALARM NMR (a La assay to detect reactive molecules by nuclear magnetic resonance) and is based on monitoring DTT-dependent (13)C chemical shift changes of the human La antigen in the presence of a test compound or mixture. Extensive validation has been performed to demonstrate the reliability and utility of using ALARM NMR to assess thiol reactivity. This included comparing ALARM NMR to a glutathione-based fluorescence assay, as well as testing a collection of more than 3500 compounds containing HTS hits from 23 drug targets. The data show that current in silico filtering tools fail to identify more than half of the compounds that can act via reactive mechanisms. Significantly, we show how ALARM NMR data has been critical in identifying reactive compounds that would otherwise have been prioritized for lead optimization. In addition, a new filtering tool has been developed on the basis of the ALARM NMR data that can augment current in silico programs for identifying nuisance compounds and improving the process of hit triage.     

High-performance liquid chromatography assay for 1-deoxy-D-xylulose 5-phosphate synthase activity using fluorescence detection

A high-performance liquid chromatography assay for activity of 1-deoxy-D-xylulose 5-phosphate synthase, an early enzyme in the recently discovered 2-C-methyl-D-erythritol-4-phosphate pathway, was developed. In this assay, the enzymatic product 1-deoxy-D-xylulose was first derivatized with a fluorescent reagent 2-anthranilic acid, followed by separation using HPLC on a Nova-Pak phenyl column with a mobile phase containing CH3CN-water-1-butylamine-tetrahydrofuran-H3PO4 (2:97:0.125:0.5:0.25, v/v). The eluate was monitored by fluorescence detection at an excitation wavelength of 320 nm and an emission wavelength of 425 nm for quantitation of the fluorescent derivative. A linear response was obtained between 5 and 200 ng of 1-deoxy-D-xylulose. This assay was successfully applied to measure the 1-deoxy-D-xylulose 5-phosphate synthase activity in a recombinant E. coli overexpressing dxs gene. It demonstrated that this assay is simple, sensitive and selective compared to the methods used at present.