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Mass spectrometry and combinatorial chemistry: a short outline.

The rapid evolution of combinatorial chemistry in recent years has led to a dramatic improvement in synthetic capabilities. The goal is to accelerate the discovery of molecules showing affinity against a target, such as an enzyme or a receptor, through the simultaneous synthesis of a great number of structurally diverse compounds. This is done by generating combinatorial libraries containing as many as hundreds or thousands of compounds. The need to test all these compounds led to the development of high-throughput screening (HTS) techniques, and also high-throughput analytical techniques capable of assessing the occurrence, structure and purity of the products. In order to be applied effectively to the characterization of combinatorial libraries, an analytical technique must be adequately sensitive (to analyse samples which are typically produced in nanomole amounts or less), fast, affordable and easy to automate (to minimize analysis time and operator intervention). Although no method alone can meet all the analytical challenges underlying this task, the recent progress in mass spectrometric (MS) instrumentation renders this technique an essential tool for scientists working in this area. We describe here relevant aspects of the use of MS in combinatorial technologies, such as current methods of characterization, purification and screening of libraries. Some examples from our laboratory deal with the analysis of pooled oligomeric libraries containing n x 324(n = 1, 2) compounds, using both on-line high-performance liquid chromatography/MS with an ion trap mass spectrometer, and direct infusion into a triple quadrupole instrument. In the first approach, MS and product ion MS/MS with automatic selection of the precursor were performed in one run, allowing library confirmation and structural elucidation of unexpected by-products. The second approach used MS scans to characterize the entire library and also precursor ion and neutral loss scans to detect selectively components with given structural characteristics.

Combinatorial Chemistry Techniques↗

Compression of fluorescence microscopy images based on the signal-to-noise estimation.

Modern microscopic techniques like high-content screening (HCS), high-throughput screening, 4D imaging, and multispectral imaging may involve collection of thousands of images per experiment. Efficient image-compression techniques are indispensable to manage these vast amounts of data. This goal is frequently achieved using lossy compression algorithms such as JPEG and JPEG2000. However, these algorithms are optimized to preserve visual quality but not necessarily the integrity of the scientific data, which are often analyzed in an automated manner. Here, we propose three observer-independent compression algorithms, designed to preserve information contained in the images. These algorithms were constructed using signal-to-noise ratio (SNR) computed from a single image as a quality measure to establish which image components may be discarded. The compression efficiency was measured as a function of image brightness and SNR. The alterations introduced by compression in biological images were estimated using brightness histograms (earth's mover distance (EMD) algorithm) and textures (Haralick parameters). Furthermore, a microscope test pattern was used to assess the effect of compression on the effective resolution of microscope images.

Algorithms↗

High-throughput confocal microscopy for beta-arrestin-green fluorescent protein translocation G protein-coupled receptor assays using the Evotec Opera.

Ligand-activated G protein-coupled receptors (GPCRs) are known to regulate a myriad of homeostatic functions. Inappropriate signaling is associated with several pathophysiological states. GPCRs belong to a approximately 800 member superfamily of seven transmembrane-spanning receptor proteins that respond to a diversity of ligands. As such, they present themselves as potential points of therapeutic intervention. Furthermore, orphan GPCRs, which are GPCRs without a known cognate ligand, offer new opportunities as drug development targets. This chapter describes a systems-based biological approach, one that combines in silico bioinformatics, genomics, high-throughput screening, and high-content cell-based confocal microscopy strategies to (1) identify a relevant subset of protein family targets, (2) within the therapeutic area of energy metabolism/obesity, (3) and to identify small molecule leads as tractable combinatorial and medicinal chemistry starting points. Our choice of screening platform was the Transfluor beta-arrestin-green fluorescent protein translocation assay in which full-length human orphan GPCRs were stably expressed in a U-2 OS cell background. These cells lend themselves to high-speed confocal imaging techniques using the Evotec Technologies Opera automated microscope system. The basic assay system can be implemented in any laboratory using a fluorescent probe, a stably expressed GPCR of interest, automation-assisted plate and liquid-handling techniques, an optimized image analysis algorithm, and a high-speed confocal microscope with sophisticated data analysis tools.

Algorithms↗

Combinatorial approaches to materials discovery.

Using a mixture of scientific intuition, iteration and serendipity, combinatorial materials science is an approach to the discovery and study of new materials that combines high-speed chemical synthesis, high-throughput screening and high-capacity information processing to create, analyse and interpret large numbers of new and diverse material compositions. Technology has now been developed that makes this powerful integration possible. The classes of materials under investigation include catalysts, luminescent, optical, magnetic and dielectric materials, and structural polymers.

Journal Article↗

Miniaturized HTS technologies - uHTS.

The transition from slow, manual, low-throughput screening to industrialized robotic ultra-high throughput screening (uHTS) in the past few years has made it possible to screen hundreds of thousands of chemical entities against a biological target in a short time-frame. The need to minimize the cost of screening has been addressed primarily by reducing the volume of sample to be screened. This, in turn, has resulted in the miniaturization of HTS technology as a whole. Miniaturization requires new technologies and strategies for compound handling, assay development, assay adaptation, liquid handling and automation in addition to refinement of the technologies used for detection systems and data management. This review summarizes current trends in the field of uHTS and illustrates the technological developments that are necessary to enable the routine application of miniaturized uHTS systems within an industrial environment.

Journal Article↗

Green fluorescent protein (GFP): applications in cell-based assays for drug discovery.

Green fluorescent protein (GFP) is a powerful tool for cell-based assays owing to the intrinsic fluorescence of this protein that allows real-time analysis of molecular events in living cells. A number of GFP variants have been developed with optimal properties for both high-throughput screening and high-content screening. The author discusses advances in basic GFP technology, including the discovery of fluorescent proteins from divergent bioluminescent species, as well as the development of various GFP biosensors suited to the drug discovery process.

Journal Article↗

Combinatorial screening of heterogeneous catalysis in selective oxidation of naphthalene by laser-induced fluorescence imaging.

Heterogeneous catalysis is one of the most important processes in the petroleum and the chemical industries. To be able to screen catalysts at high throughput will dramatically improve performance and reduce costs. Here we used laser-induced fluorescence imaging as a high-throughput screening technique in the combinatorial discovery of active catalysts for naphthalene oxidation. Binary catalysts of V-Mo-O, V-Sn-O, V-Ti-O, and V-W-O in various 15-member libraries were screened. Laser ablation ICPMS was employed to confirm the composition of the individual catalysts in the combinatorial library. The addition of MoO3, WO3, SnO2, and TiO2 to V2O5 did not improve the catalytic activity in the conversion of naphthalene to naphthoquinone, but the overall activity was found to increase for certain binary samples. The screening of ternary catalysts of V-Sn-Mo-O revealed that the combination of V (45%)-Sn (45%)-Mo (10%) gave 70% higher catalytic activity than pure V2O5 in converting naphthalene to naphthoquinone. Reaction temperature and sample preparation effects on the activity and selectivity of catalysts are also studied in a combinatorial manner.

Journal Article↗

The effect of freeze/thaw cycles on the stability of compounds in DMSO.

A diverse set of 320 compounds from the Procter & Gamble Pharmaceuticals organic compound repository was prepared as 20-mM DMSO solutions and stored at 4 degrees C under argon in pressurized canisters to simulate a low-humidity environment. The plates were subjected to 25 freeze/thaw cycles while being exposed to ambient atmospheric conditions after each thaw to simulate the time and manner by which compound plates are exposed to the atmosphere during typical liquid-handling and high-throughput screening processes. High-performance liquid chromatography-mass spectrometry with evaporative light-scattering detection was used to quantitate the amount of compound remaining after every 5th freeze/thaw cycle. Control plates were stored either at room temperature under argon or at 4 degrees C under argon without freeze/thaw cycling and were evaluated at the midpoint and the endpoint of the study. The study was conducted over a short time period (i.e., 7 weeks) to minimize the effect of compound degradation over time due to the exposure of the compounds to DMSO. The results from this study will be used to determine the maximum number of freeze/thaw cycles that can be achieved while maintaining acceptable compound integrity.

Argon↗

Using recursive partitioning analysis to evaluate compound selection methods.

The design and analysis of a screening set for high throughput screening is complex. We examine three statistical strategies for compound selection, random, clustering, and space-filling. We examine two types of chemical descriptors, BCUTs and principal components of Dragon Constitutional descriptors. Based on the predictive power of multiple tree recursive partitioning, we reached the following tentative conclusions. Random designs appear to be as good as clustering and space-filling designs. For analysis, BCUTs appear to be better than principal components scores based upon Constitutional Descriptors. We confirm previous results that model-based selection of compounds can lead to improved screening hit rates.

Decision Trees↗

High-throughput techniques for compound characterization and purification.

A new paradigm in drug discovery is the synthesis of structurally diverse collections of compounds, so-called libraries, followed by high-throughput biological screening. High-throughput characterization and purification techniques are required to provide high-quality compounds and reliable biological data, which has led to the development of faster methods, system automation and parallel approaches. This review summarizes recent advances in support of analytical characterization and preparative purification technologies. Notably, mass spectrometry (MS) and supercritical fluid chromatography (SFC) are among the areas where new developments have had a major impact on defining these high-throughput applications.

Chromatography↗

Development of a keratinocyte-based screening model for antipsoriatic drugs using green fluorescent protein under the control of an endogenous promoter.

Inflamed epidermis (psoriasis, wound healing, ultraviolet-irradiated skin) harbors keratinocytes that are hyperproliferative and display an abnormal differentiation program. A distinct feature of this so-called regenerative maturation pathway is the expression of proteins such as the cytokeratins CK6, CK16, and CK17 and the antiinflammatory protein SKALP/elafin. These proteins are absent in normal skin but highly induced in lesional psoriatic skin. Expression of these genes can be used as a surrogate marker for psoriasis in drug-screening procedures of large compound libraries. The aim of this study was to develop a keratinocyte cell line that contained a reporter gene under the control of a psoriasis-associated endogenous promoter and demonstrate its use in an assay suitable for screening. We generated a stably transfected keratinocyte cell line that expresses enhanced green fluorescent protein (EGFP), under the control of a 0.8-kb fragment derived from the promoter of the SKALP/elafin gene, which confers high levels of tissue-specific expression at the mRNA level. Induction of the SKALP promoter by tumor necrosis factor-alpha resulted in increased expression levels of the secreted SKALP-EGFP fusion protein as assessed by direct readout of fluorescence and fluorescence polarization in 96-well cell culture plates. The fold stimulation of the reporter gene was comparable to that of the endogenous SKALP gene as assessed by enzyme-linked immunosorbent assay. Although the dynamic range of the screening system is limited, the small standard deviation yields a Z factor of 0.49. This indicates that the assay is suitable as a high-throughput screen, and provides proof of the concept that a secreted EGFP fusion protein under the control of a physiologically relevant endogenous promoter can be used as a fluorescence-based high-throughput screen for differentiation-modifying or antiinflammatory compounds that act via the keratinocyte.

Biological Assay↗

An efficient strategy for high-throughput expression screening of recombinant integral membrane proteins.

The recombinant expression of integral membrane proteins is considered a major challenge, and together with the crystallization step, the major hurdle toward routine structure determination of membrane proteins. Basic methodologies for high-throughput (HTP) expression optimization of soluble proteins have recently emerged, providing statistically significant success rates for producing such proteins. Experimental procedures for handling integral membrane proteins are generally more challenging, and there have been no previous comprehensive reports of HTP technology for membrane protein production. Here, we present a generic and integrated parallel HTP strategy for cloning and expression screening of membrane proteins in their detergent solubilized form. Based on this strategy, we provide overall success rates for membrane protein production in Escherichia coli, as well as initial benchmarking statistics of parameters such as expression vectors, strains, and solubilizing detergents. The technologies were applied to 49 E. coli integral membrane proteins with human homologs and revealed that 71% of these proteins could be produced at sufficient levels to allow milligram amounts of protein to be relatively easily purified, which is a significantly higher success rate than anticipated. We attribute the high success rate to the quality and robustness of the methodology used, and to introducing multiple parameters such as different vectors, strains, and detergents. The presented strategy demonstrates the usefulness of HTP technologies for membrane protein production, and the feasibility of large-scale programs for elucidation of structure and function of bacterial integral membrane proteins.

Chromatography, Gel↗

Development of a simple homogeneous assay to screen for inhibitors of N-acetylglucosamine-6-sulfotransferases.

L-selectin, a leukocyte adhesion molecule, plays a central role in lymphocyte homing to secondary lymphoid tissue and to certain sites of inflammation. Carbohydrate sulfation was implicated in this process, when it was demonstrated that carbohydrate sulfotransferase-mediated sulfation of N-acetylglucosamine (GlcNAc) within sialyl Lewis X of cognate endothelial ligands for L-selectin was an essential modification for L-selectin binding. The recently identified GlcNAc-6-sulfotransferases GlcNAc6ST-1 and -2, which facilitate GlcNAc sulfation by catalyzing the transfer of a sulfonyl group from 3(')-phosphoadenosine 5(')-phosphosulfate (PAPS) to the 6-hydroxy group of the acceptor GlcNAc moiety, contribute to the biosynthesis of the 6-sulfosialyl Lewis X motif. Due to their pivotal role in L-selectin ligand biosynthesis, this enzyme class has recently emerged as an important and relatively unexplored class of potential targets for anti-inflammatory therapy. However, no inhibitors have been reported to date and screening for lead inhibitors has been hampered by the lack of simple assay formats suitable for high-throughput screening. Here, we report the development of a simple homogeneous in vitro sulfotransferase assay using a newly synthesized biotinylated glycoside as a substrate. The assay is based on GlcNAc6ST-2-mediated [35S]sulfate transfer from [35S]PAPS to the biotinylated glycoside and subsequent detection using streptavidin-coated SPA beads. K(m) values with partially purified GlcNAc6ST-2 for PAPS and the biotinylated glycoside were estimated to be 8.4 and 34.5 microM, respectively. The sulfotransferase reaction could be inhibited by 3('),5(')-ADP with an IC(50) of 2.1 microM. The assay can be operated in 384-well format; is characterized by a high signal-to-noise ratio, low variation, and excellent Z factors; and is highly suitable for high-throughput screening.

Adenosine Diphosphate↗

G-protein coupled receptor assays: to measure affinity or efficacy that is the question.

Cell-based assays have always played an important role in the pharmaceutical industry, providing information about the functional effects of compounds. These functional assays have traditionally accompanied facile biochemical high throughput screening programmes, being applied as secondary assays in the later stages of lead development. However, with the disappointing reality that there is not likely to be a plethora of novel, druggable targets in the post-genomic era, the role of cell-based assays in drug discovery is beginning to change. Competition to develop the "best" agents for well established targets and find more effective ways of identifying "novel" agents is driving the industry towards a "quality" versus "quantity" approach. Advances in genetic engineering, automation compatible functional assay technologies and the introduction of more sophisticated robotic systems, have facilitated the application of cell-based assays to primary screening. However, despite some apparent success to move these assays into the routine "toolbox" for high throughput screening, certain preconceptions and concerns about cell-based assays persist and the subject remains a topic of much debate. Here we use examples from the screening portfolio at Pfizer, Sandwich, to discuss the practical and theoretical considerations of employing cell-based assays in HTS with a focus on G-protein coupled receptors.

Animals↗

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.

Biochemistry↗

High-throughput fluorescence polarization method for identification of FKBP12 ligands.

FKBP12 is best known as the target of the widely used immunosuppressive drug FK506 but may also play a role in neuronal survival. Nonimmunosuppressive ligands of FKBP12 have been shown to have neuroprotective and neuroregenerative activity both in vitro and in vivo, stimulating interest in the development of high-throughput screens to rapidly identify novel ligands. FKBP12 was expressed as a His(6)-fusion in bacteria and purified by metal ion affinity and gel filtration chromatography. A high-throughput fluorescence polarization assay was developed to identify novel ligands of FKBP12. Dissociation constant values of known FKBP12 ligands measured by the new method agreed closely with K(i) values obtained by assaying inhibition of the rotamase activity of the enzyme. The fluorescence polarization assay is rapid, robust, and inexpensive and does not generate radioactive waste. It is very well suited for high-throughput screening efforts.

Drug Evaluation, Preclinical↗

The CellCard System: a novel approach to assessing compound selectivity for lead prioritization of G protein-coupled receptors.

Advances in high throughput screening technologies have led to the identification of many small molecules, "hits", with activities toward the target of interest. And, as the screening technologies become faster and more robust, the rate at which the molecules are identified continues to increase. This evolution of high throughput screening technologies has generated a significant strain on the laboratories involved with the downstream profiling of these hits using cell-based assays. The CellCard System, by enabling multiple targets and/or cell lines to be assayed simultaneously within a single well, provides a platform on which selectivity screening can be quickly and robustly performed. Here we describe two case studies using the beta-lactamase and beta-galactosidase reporter gene systems to characterize G protein-coupled receptor agonist activity. Using these examples we demonstrate how the implementation of this technology enables assay miniaturization without micro-fluidic devices as well as how the inclusion of intra-well controls can provide a means of data quality assessment within each well.

Animals↗

Simultaneous quantitative measurement of luciferase reporter activity and cell number in two- and three-dimensional cultures of hepatitis C virus replicons.

Hepatitis C virus (HCV) is a global health problem and an important human pathogen. The development of cell culture models for HCV infection has been difficult to accomplish, primarily because HCV is very sensitive to the host cell state. Future models will require the use of three-dimensional (3D) cultures that model the host cell state and environment more accurately. Higher information content screens for anti-HCV therapeutics will also involve 3D cell cultures. Here we report a method for screening cell models for HCV replication that involves normalizing luciferase reporter activity based on cell number in two-dimensional (2D) and 3D HCV replicon cultures. Human hepatoma cells stably replicating luciferase-containing HCV replicons were cultured in 2D monolayer culture and 3D spheroid culture. Optimization of cell lysis was performed so that cell lysates could be used to quantify both luciferase activity and cellular DNA content. Cellular DNA content was quantified using Hoechst 33258 dye and was converted to cell number. The method is straightforward, reproducible, and sensitive down to 5000 cells. This method enables low-throughput but high-information content screening of HCV replicons, with the potential for high-throughput screening in a variety of 3D cultures and cocultures.

Bisbenzimidazole↗