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High-throughput screening of biocatalytic activity: applications in drug discovery.

Enzymes catalyze a diverse set of reactions that propel life's processes and hence serve as valuable therapeutic targets. High-throughput screening methods have become essential for sifting through large chemical libraries in search of drug candidates, and several sensitive and reliable analytical techniques have been specifically adapted to high-throughput measurements of biocatalytic activity. High-throughput biocatalytic assay platforms thus enable rapid screening against enzymatic targets, and have vast potential to impact various stages of the drug discovery process, including lead identification and optimization, and ADME/Tox assessment. These advances are paving the way for the adoption of high-throughput biocatalytic assays as an indispensable tool for the pharmaceutical industry.

Catalysis↗

New approach for high-throughput screening of drug activity on Plasmodium liver stages.

Plasmodium liver stages represent potential targets for antimalarial prophylactic drugs. Nevertheless, there is a lack of molecules active on these stages. We have now developed a new approach for the high-throughput screening of drug activity on Plasmodium liver stages in vitro, based on an infrared fluorescence scanning system. This method allowed us to count automatically and rapidly Plasmodium-infected hepatocytes, using different hepatic cells and different Plasmodium species, including Plasmodium falciparum. This new technique is well adapted for high-throughput drug screening and should facilitate the identification of new antimalarial compounds active on Plasmodium liver stages.

Animals↗

Development of high throughput screening assays using fluorescence polarization: nuclear receptor-ligand-binding and kinase/phosphatase assays.

Fluorescence polarization (FP) has been used to develop high throughput screening (HTS) assays for nuclear receptor-ligand displacement and kinase inhibition. FP is a solution-based, homogeneous technique requiring no immobilization or separation of reaction components. The FP-based estrogen receptor (ER) assay is based on the competition of fluorescein-labeled estradiol and estrogen-like compounds for binding to ER. These studies determined the Kd for this interaction to be 3 nM for ERalpha and 2 nM for ERbeta; IC50 values for 17beta-estradiol, tamoxifen, 4-OH-tamoxifen, and diethylstibestrol were determined to be 5.6, 189, 26, and 3.5 nM, respectively. In a screen of 50 lead compounds from a transcriptional activation screen, 21 compounds had IC50 values below 10 microM, with one having an almost 100-fold higher affinity for ERbeta over ERalpha. These data show that an FP-based competitive binding assay can be used to screen diverse compounds with a broad range of binding affinities for ERs. The FP-based protein-tyrosine kinase (PTK) assay uses fluorescein-labeled phosphopeptides bound to anti-phosphotyrosine antibodies. Phosphopeptides generated by a kinase compete for this binding. In c-Src kinase reactions, polarization decreased with time as reaction products displaced the fluorescein-labeled phosphopeptide from the anti-phosphotyrosine antibodies. The experimentally determined IC50 of AG 1478 was 400 pM, while Genistein did not inhibit the epidermal growth factor receptor at similar concentrations. Like the FP-based PTK assay, the protein kinase C (PKC) assay utilizes competition. PKC isoforms had different turnover rates for the peptide substrate. The IC50 for staurosporine was less than 10 nM for all PKC isoforms. Tyrosine phosphatase assays use direct binding rather than competition. Increasing concentrations of T-cell protein-tyrosine phosphatase (TC PTP) increased the rate of dephosphorylation. This change in polarization was dependent on TC PTP and was inhibited by 50 microM Na3VO4. The IC50 of Na3VO4 was 4 nM for TC PTP. These data demonstrate that a FP-based assay can detect kinase and phosphatase activity. Homogeneous, fluorescent techniques such as FP are now methods of choice for screening many types of drug targets. New HTS instrumentation and assay methods like these make FP a technology easily incorporated into HTS.

Animals↗

High-performance liquid chromatographic-electrospray ionization mass spectrometric analyses for the integration of natural products with modern high-throughput screening.

Within the pharmaceutical industry, significant resources have been applied to the identification of new drug compound leads through the use of high-throughput screening (HTS). To meet the demand for rapid analytical characterization of biologically active samples identified by HTS, the technique of high-performance liquid chromatography-electrospray ionization mass spectrometry (HPLC-ESI-MS) has been utilized, and the application of this technique specifically for the integration of natural product sample mixtures into modern HTS is reviewed. The high resolution provided by reversed-phase HPLC coupled with the gentle and relatively universal ionization facilitated by the electrospray process has had significant impact upon a variety of procedures associated with the HTS of natural products, including extract sample diversity evaluation, dereplication, structure elucidation, preparative isolation, and affinity-based biological activity evaluation.

Chemistry, Pharmaceutical↗

Streamlining lead discovery by aligning in silico and high-throughput screening.

Lead discovery in the pharmaceutical environment is largely an industrial-scale process in which it is typical to screen 1-5 million compounds in a matter of weeks using High Throughput Screening (HTS). This process is a very costly endeavor. Typically a HTS campaign of 1 million compounds will cost anywhere from $500000 to $1000000. There is consequently a great deal of pressure to maximize the return on investment by finding fast and more effective ways to screen. A panacea that has emerged over the past few years to help address this issue is in silico screening. In silico screening is now incorporated in all areas of lead discovery; from target identification and library design, to hit analysis and compound profiling. However, as lead discovery has evolved over the past few years, so has the role of in silico screening.

Bayes Theorem↗

Reading dynamic kinase activity in living cells for high-throughput screening.

Protein kinases, as crucial signaling molecules, represent an emerging class of drug targets, and the ability to assay their activities in living cells with high-throughput screening should provide exciting opportunities for drug discovery and chemical and functional genomics. Here, we describe a general method for high-throughput reading of dynamic kinase activities using ratiometric fluorescent sensors, and showcase an example of reading intracellular activities of protein kinase A (PKA) and the cyclic adenosine monophosphate (cAMP)/PKA pathway downstream of many G-protein coupled receptors (GPCRs). We further demonstrate the first compound screen based on the ability of compounds to modulate dynamic kinase activities in living cells and show that such screening of a collection of clinical compounds has successfully identified modulators of the GPCR/cAMP/PKA pathway.

Cell Line↗

High-throughput screening for monoamine oxidase-A and monoamine oxidase-B inhibitors using one-step fluorescence assay.

AIM: To develop high-throughput screening (HTS) assays for monoamine oxidase (MAO)-A and MAO-B inhibitors. METHODS: A fluorescence probe based method measuring MAO-A and MAO-B activity was established and optimized, with its sensitivity, stability and specificity evaluated. Reaction conditions including enzyme sources, substrate concentrations, incubation volume and reaction time in 384-well format were optimized to achieve sensitive and low consumptive goal. RESULTS: In optimized conditions, dynamic parameters of MAO-A and MAO-B were obtained. The K(m) value of serotonin to MAO-A was 1.66 micromol/L, while that of benzylamine to MAO-B was 0.80 micromol/L. The IC(50) value of clorgyline to MAO-A was 2.99 nmol/L, and that of deprenyl to MAO-B was 7.04 nmol/L, matching those obtained from traditional spectrometric assays. Among tested samples, one compound exerted an inhibitory effect on MAO-A activity with IC(50) as 0.36 micromol/L, and three compounds had an inhibitory effect on MAO-B activity with IC(50) as 0.13, 0.19, and 0.13 micromol/L. The Z' factor was 0.71+/-0.03 and 0.75+/-0.03 in MAO-A-inhibitor and MAO-B-inhibitor HTS system, respectively. CONCLUSION: The established assays can be well applied to MAO-A and MAO-B inhibitor screening with high quality, precision and reproducibility.

Animals↗

A fluorescence-based assay for fatty acid amide hydrolase compatible with high-throughput screening.

A novel fluorescent assay to continuously monitor fatty acid amide hydrolase (FAAH) activity that is simple, sensitive, and amenable to high-throughput screening (HTS) of compound libraries is described in this article. Stable Chinese hamster ovary (CHO) cell lines expressing either human FAAH or an inactive mutant, FAAH-S241A, were established. Arachidonyl 7-amino, 4-methyl coumarin amide (AAMCA), a novel fluorogenic substrate for FAAH, was designed and synthesized. FAAH catalyzes the hydrolysis of AAMCA to generate arachidonic acid and a highly fluorescent 7-amino, 4-methyl coumarin (AMC). The assay was done at 25 degrees C by incubating whole cell or microsomal preparations from FAAH-expressing cells with AAMCA. Release of AMC was monitored continuously using a fluorometer. Microsomal FAAH catalyzed the hydrolysis of AAMCA with an apparent K(m) of 0.48muM and V(max) of 58pmolmin(-1)mgprotein(-1). The assay is specific for FAAH given that microsomes prepared from cells expressing FAAH-S241A or vector alone had no significant activity against AAMCA. Furthermore, the activity was inhibited by URB-597, an FAAH-specific inhibitor, in a concentration-dependent manner with an IC(50) of 33.5nM. The assay was optimized for HTS and had a Z' value ranging from 0.7 to 0.9. The assay is also compatible with ex vivo analysis of FAAH activity.

Amidohydrolases↗

A live-cell high-throughput screening assay for identification of fatty acid uptake inhibitors.

We developed a live-cell high-throughput assay system using the baker's yeast Saccharomyces cerevisiae to screen for chemical compounds that will inhibit fatty acid uptake. The target for the inhibitors is a mammalian fatty acid transport protein (mmFATP2), which is involved in the fatty acid transport and activation pathway. The mmFATP2 was expressed in a S. cerevisiae mutant strain deficient in Fat1p-dependent fatty acid uptake and reduced in long-chain fatty acid activation, fat1Deltafaa1Delta. To detect fatty acid import, a fluorescent fatty acid analog, 4,4-difluoro-5-methyl-4-bora-3a,4a-diaza-s-indacene-3-dodecanoic acid (C1-BODIPY-C12), was incubated with cells expressing FATP2 in a 96-well plate. The mmFATP2-dependent C1-BODIPY-C12 uptake was monitored by measuring intracellular C1-BODIPY-C12 fluorescence on a microtiter plate reader, whereas extracellular fluorescence was quenched by a cell viability dye, trypan blue. Using this high-throughput screening method, we demonstrate that the uptake of the fluorescent fatty acid ligand was effectively competed by the natural fatty acid oleate. Inhibition of uptake was also demonstrated to occur when cells were pretreated with sodium azide or Triacsin C. This yeast live-cell-based assay is rapid to execute, inexpensive to implement, and has adequate sensitivity for high-throughput screening. The assay basis and limitations are discussed.

Biological Transport↗

Microchip-based high-throughput screening analysis of combinatorial libraries.

In recent years, there have been significant advances in biochemical assay miniturization and integration of microchip-based technologies with combinatorial library screening for high-throughput and large-scale applications. Small-molecule microarrays, protein arrays and cell-based arrays and conventional DNA arrays as well as microfluidic approaches in HTS are discussed in this review.

Animals↗

Combinatorial and high-throughput screening of the effect of siloxane composition on the surface properties of crosslinked siloxane-polyurethane coatings.

Libraries of siloxane-polyurethane coatings were designed, formulated, and screened using high-throughput experimentation. Four independent variables that were analyzed were the molecular weight of poly(dimethylsiloxane) (PDMS), presence or absence of poly(epsilon-caprolactone) (PCL) blocks attached to the PDMS backbone, the length of the PCL blocks, and the siloxane polymer level in the coating formulations. In addition to the siloxane libraries (3-aminopropyl-terminated PDMS and poly(epsilon-caprolactone)-poly(dimethylsiloxane)-poly(epsilon-caprolactone) (PCL-PDMS-PCL) triblock copolymers), the coating formulation included a trifunctional isocyanate crosslinker, trifunctional poly(epsilon-caprolactone) polyol, 2,4-pentanedione (pot-life extender), dibutyltin diacetate (catalyst), and a blend of solvents. The resulting coatings were analyzed for their surface energy and pseudobarnacle adhesion both before and after aging the coatings for 30 days in water. The water and methylene iodide contact angle averages increase with increasing molecular weight of PDMS. Coatings prepared from PCL-PDMS-PCL triblock copolymers have lower surface energies than coatings prepared from 3-aminopropyl-terminated PDMS; however, lower pseudobarnacle adhesion results were obtained for the coatings prepared from 3-aminopropyl-terminated PDMS than coatings prepared from PCL-PDMS-PCL triblock copolymers. The siloxane polymer level in the coating formulations does not have a significant effect on the surface energy of the coatings, but it resulted in higher pseudobarnacle adhesion.

Animals↗

Recombinant Mycobacterium aurum expressing Escherichia coli beta-galactosidase in high throughput screening of antituberculosis drugs.

Mycobacterium aurum is considered a surrogate of M. tuberculosis and recently has been proposed as test organism in high throughput screening of antituberculosis drugs (3). In this investigation, we suggest use of a recombinant M. aurum expressing E. coli lacZ gene, in which beta-galactosidase production is the reporter system as recently reported by us (6). The assay is based on production of beta-galactosidase in presence of drugs during growth. Enzyme production was inhibited within 4 h by frontline antimycobacterial drugs like streptomycin, rifampicin, isoniazid, ethambutol, ofloxacin, and sparfloxacin at their MICs. The assay could be performed conveniently in 96-well microtiter plate format.

Antitubercular Agents↗

Homogeneous fluorescence readouts for miniaturized high-throughput screening: theory and practice.

It is widely recognized that fluorescence techniques represent the most important future detection method for miniaturized ultra-high-throughput screening. However, such techniques encompass many different approaches, each with its own particular set of advantages and limitations. Here, the authors summarize each of the major fluorescence techniques and explain the underlying principles that form the basis for a theory-led strategy to readout selection and assay design.

Journal Article↗

High-throughput screening in academia: the Harvard experience.

To identify small-molecule modulators of biologic systems, academic scientists are beginning to use high-throughput screening (HTS) approaches that have traditionally been used only in industry. The HTS laboratories that are being established in universities, while differing in details of staffing, equipment, and size, have all been created to attain 1 or more of 3 principal goals: drug discovery, chemical genetics, or training. This article will examine the role that these activities play in 4 HTS laboratories that have been created within the academic community of Harvard Medical School and its affiliated institutions. First, the 3 activities will be defined with special attention paid to describing the impact they are having on how academic biologic science is conducted today. Next, the histories and operations of the 4 Harvard laboratories are reviewed. In the course of these summaries, emphasis is placed on understanding the motivational role that the 3 activities initially played in the creation of the 4 Harvard facilities and the roles that the activities continue to play in their day-to-day operations. Finally, several concerns are identified that must be attended to for the successful establishment and operation of an academic biologic science that has yet to be fully determined. HTS has the ability to provide the tools to test previously untestable hypotheses and can thereby allow the discovery of the unanticipated and the truly novel.

Antineoplastic Agents↗

A novel method for analyzing [Ca2+] flux kinetics in high-throughput screening.

Driven by multiparameter fluorescence readouts and the analysis of kinetic responses from biological assay systems, the amount and complexity of high-throughput screening data are constantly increasing. As a consequence, the reduction of data to a simple number, reflecting a percentage activity/inhibition, is no longer an adequate approach because valuable additional information, for example, about compound-or process-induced artifacts, is lost. Time series data such as the transient calcium flux observed after activation of Gq-coupled G protein-coupled receptors (GPCRs), are especially challenging with respect to quantity of data; typically, responses are followed for several minutes. Based on measurements taken on the fluorometric imaging plate reader, the authors have introduced a mathematical model to describe the time traces of cellular calcium fluxes mediated by the activation of GPCRs. The model describes the time series using 13 parameters, reducing the amount of data by 90% while guiding the detection of compound-induced artifacts as well as the selection of compounds for further characterization.

Animals↗

Delay of intracellular calcium transients using a calcium chelator: application to high-throughput screening of the capsaicin receptor ion channel and G-protein-coupled receptors.

Whole-cell functional assays are often used for high-throughput screening (HTS) of molecular targets such as ion channels and G-protein-coupled receptors. A common method for assaying the activity of these membrane proteins is to measure the change in intracellular calcium concentration upon receptor stimulation. These changes in calcium concentration are typically transient and therefore not readily adapted to high-density plate formats used in HTS instruments. We have demonstrated that an intracellular calcium chelator, BAPTA, was able to delay by 5- to 20-fold and extend for several minutes the observed calcium signals initiated by extracellular calcium influx or release of calcium from intracellular stores. As examples, we used cells expressing a calcium-permeable ion channel, vanilloid receptor type 1 (the capsaicin receptor), and two G-protein-coupled receptors. These receptor-mediated increases in intracellular calcium concentration were measured by both fluorescence-based and luminescence-based detection methods. The use of an intracellular calcium chelator to delay calcium signaling should have wide application since it allows the measurement of the functional activity of any cellular receptor that signals through calcium. With this procedure, calcium fluorescence and luminescence whole-cell functional assays may be performed with standard laboratory pipetting and detection systems.

Calcium↗

A high-throughput screening method for the determination of aqueous drug solubility using laser nephelometry in microtiter plates.

The determination of aqueous solubility in a high-throughput screening environment is invaluable in the selection of the most promising potential drug candidates. We describe a fast method based on laser nephelometry that can determine the solubility of potential drug candidates (usually from combinatorial chemistry) supplied as dimethyl sulfoxide (DMSO) solutions in 96-well plates. In the sample, the percent DMSO is kept constant allowing direct comparison of results. The nephelometric method has been shown to produce results equivalent to those produced by an HPLC method and to be largely unaffected by colored solutions.

Chromatography, High Pressure Liquid↗

Combinatorial chemistry and high-throughput screening for the discovery of organocatalysts.

In recent years, interest in organocatalysis, the catalysis with small organic molecules, has been revitalized. Independently, high-throughput-screening and combinatorial chemistry became practical methodologies in the discovery of novel catalytic entities. The logical extension of these methodologies to organocatalysis has led to several interesting results, which are highlighted in this review.

Catalysis↗