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Use of isogenic human cancer cells for high-throughput screening and drug discovery.

Cell-based screening for novel tumor-specific drugs has been compromised by the lack of appropriate control cells. We describe a strategy for drug screening based on isogenic human cancer cell lines in which key tumorigenic genes have been deleted by targeted homologous recombination. As a test case, a yellow fluorescent protein (YFP) expression vector was introduced into the colon cancer cell line DLD-1, and a blue fluorescent protein (BFP) expression vector was introduced into an isogenic derivative in which the mutant K-Ras allele had been deleted. Co-culture of both cell lines allowed facile screening for compounds with selective toxicity toward the mutant Ras genotype. Among 30,000 compounds screened, a novel cytidine nucleoside analog was identified that displayed selective activity in vitro and inhibited tumor xenografts containing mutant Ras. The present data demonstrate a broadly applicable approach for mining therapeutic agents targeted to the specific genetic alterations responsible for cancer development.

Androstenes↗

A cell-based assay system for high-throughput screening of anti-wrinkle agents in human dermal fibroblast transfectant cells.

A cell-based assay system for monitoring COL1A2 [alpha2(I) collagen gene] promoter activity was developed to determine the influence of activated COL1A2 promoter in human dermal fibroblast cells. A pLuc-COL1A2 promoter plasmid that expresses the luciferase reporter gene in response to COL1A2 promoter activity was constructed. The pLuc-COL1A2 promoter plasmid and pCI-neo plasmid containing the NPT (neomycin phosphotransferase) gene for Geneticin resistance in host cells were co-transfected into human dermal fibroblast cells. COL1A2 promoter activities were measured by luciferase reporter gene assay using a luminescence detection method. Fibroblast cell transfectants treated with TNFalpha (tumour necrosis factor alpha), known to be an inhibitor of COL1A2 promoter expression, showed a reduction of COL1A2 promoter activity in a concentration-dependent manner, whereas TGF-beta (transforming growth factor-beta), known to be a stimulator of COL1A2 promoter expression, increased COL1A2 activity in a concentration-dependent manner. This assay system could be used to quantitatively measure COL1A2 promoter activity in human dermal fibroblast cells and allow the screening of anti-wrinkle agents from various synthetic chemicals and natural products.

Cells, Cultured↗

A high throughput screen to identify secreted and transmembrane proteins involved in Drosophila embryogenesis.

Secreted and transmembrane proteins play an essential role in intercellular communication during the development of multicellular organisms. Because only a small number of these genes have been characterized, we developed a screen for genes encoding extracellular proteins that are differentially expressed during Drosophila embryogenesis. Our approach utilizes a new method for screening large numbers of cDNAs by whole-embryo in situ hybridization. The cDNA library for the screen was prepared from rough endoplasmic reticulum-bound mRNA and is therefore enriched in clones encoding membrane and secreted proteins. To increase the prevalence of rare cDNAs in the library, the library was normalized using a method based on cDNA hybridization to genomic DNA-coated beads. In total, 2,518 individual cDNAs from the normalized library were screened by in situ hybridization, and 917 of these cDNAs represent genes differentially expressed during embryonic development. Sequence analysis of 1,001 cDNAs indicated that 811 represent genes not previously described in Drosophila. Expression pattern photographs and partial DNA sequences have been assembled in a database publicly available at the Berkeley Drosophila Genome Project website (). The identification of a large number of genes encoding proteins involved in cell-cell contact and signaling will advance our knowledge of the mechanisms by which multicellular organisms and their specialized organs develop.

Animals↗

High-affinity activators of cystic fibrosis transmembrane conductance regulator (CFTR) chloride conductance identified by high-throughput screening.

Cystic fibrosis (CF) is caused by mutations in the CF transmembrane conductance regulator (CFTR) protein that reduce cAMP-stimulated Cl(-) conductance in airway and other epithelia. The purpose of this investigation was to identify new classes of potent CFTR activators. A collection of 60,000 diverse drug-like compounds was screened at 10 microm together with a low concentration of forskolin (0.5 microm) in Fisher rat thyroid epithelial cells co-expressing human CFTR and a green fluorescent protein-based Cl(-) sensor. Primary screening yielded 57 strong activators (greater activity than reference compound apigenin), most of which were unrelated in chemical structure to known CFTR activators, and 284 weaker activators. Secondary analysis of the strong activators included analysis of CFTR specificity, forskolin requirement, transepithelial short-circuit current, activation kinetics, dose response, toxicity, and activation mechanism. Three compounds, the most potent being a dihydroisoquinoline, activated CFTR by elevating cellular cAMP, probably by phosphodiesterase inhibition. Fourteen compounds activated CFTR without cAMP elevation or phosphatase inhibition, suggesting direct CFTR interaction. The most potent compounds had tetrahydrocarbazol, hydroxycoumarin, and thiazolidine core structures. These compounds induced CFTR Cl(-) currents rapidly (<5 min) with K(d) down to 200 nm and were CFTR-selective, reversible, and nontoxic. Several compounds, the most potent being a trifluoromethylphenylbenzamine, activated the CF-causing mutant G551D, but with much weaker affinity (K(d) > 10 microm). When added for 10 min, none of the compounds activated DeltaPhe(508)-CFTR in transfected cells grown at 37 degrees C (with DeltaPhe(508)-CFTR trapped in the endoplasmic reticulum). However, after correction of trafficking by 48 h of growth at 27 degrees C, tetrahydrocarbazol and N-phenyltriazine derivatives strongly stimulated Cl(-) conductance with K(d) < 1 microm. The new activators identified here may be useful in defining molecular mechanisms of CFTR activation and as lead compounds in CF drug development.

Animals↗

A high throughput screen to identify substrates for the ubiquitin ligase Rsp5.

Ubiquitin-protein ligases (E3s) are implicated in various human disorders and are attractive targets for therapeutic intervention. Although most cellular proteins are ubiquitinated, ubiquitination cannot be linked directly to a specific E3 for a large fraction of these proteins, and the substrates of most E3 enzymes are unknown. We have developed a luminescent assay to detect ubiquitination in vitro, which is more quantitative, effective, and sensitive than conventional ubiquitination assays. By taking advantage of the abundance of purified proteins made available by genomic efforts, we screened hundreds of purified yeast proteins for ubiquitination, and we identified previously reported and novel substrates of the yeast E3 ligase Rsp5. The relevance of these substrates was confirmed in vivo by showing that a number of them interact genetically with Rsp5, and some were ubiquitinated by Rsp5 in vivo. The combination of this sensitive assay and the availability of purified substrates will enable the identification of substrates for any purified E3 enzyme.

Endosomal Sorting Complexes Required for Transport↗

High-throughput screening for the assessment of time-dependent inhibitions of new drug candidates on recombinant CYP2D6 and CYP3A4 using a single concentration method.

1. The inhibitory effects of various test compounds on recombinant human CYP3A4 activity assayed by fluorescent metabolite formation from 7-benzyloxyquinoline (7-BQ) and the effect of pre-incubation on inhibition were evaluated using the microtitre plate assay with multiple concentrations of test compounds (multiple concentration method). 2. Among the test compounds studied, ketoconazole inhibited CYP3A4 activity most extensively, followed by miconazole, troleandomycin, terfenazine and midazolam. The IC(50) values of other compounds exceeded 10 microM, but those of many compounds decreased after pre-incubation. The inhibitory effects of verapamil, amiodarone and diltiazem after pre-incubation were 205, 154 and 833 times greater than those in the case of co-incubation, respectively. 3. To assess the inhibitory effects more readily, the validity of the microtitre plate assay with a single concentration of the test compound (single concentration method) was studied. The accuracy of the automated dispensation and the coefficient of variation on enzyme activity were approximately 3%. 4. The IC(50) values estimated using the per cent of residual activity from the single concentration method matched closely those from the multiple concentration method. When the IC(50) value as inhibitor concentration was used for a single concentration method, the method enabled easy estimation of inhibitory patterns (such as competitive or time-dependent inhibition) on cytochromes P450. Therefore, from the ease of the technique, automation of the microtitre plate assay and application of the single concentration method might be useful for inhibitory assessment of cytochromes P450 more than that of current conventional methods.

Amiodarone↗

Development of an assay suitable for high-throughput screening to measure matrix metalloprotease activity.

MMPs, part of a family of enzymes with >35 known members, play an important role in tissue remodeling and repair, in the biology of neoplasia, and during development. Hydroxamic and carboxylic acid inhibitors of these proteases have long been available, but their specificities are poor and there still exists a desire to find novel chemical structures, which could be modified to optimize specificity and biocompatibility. Established methods for measuring MMP activity are based on the cleavage of MCA-PLGL-A2pr(DNP)-AR, which provides a prompt fluorescent signal when cleaved; however, its absorption/emission properties (325/400 nm) are not best suited for HTS assays. We describe an HTS-compatible method using the peptide substrate PLGLAARK, labeled at N- and C-termini with CyDye fluors Cy3 and Cy5Q, respectively, which is cleavable by MMP-1, -2, -3, -7, -9, and -13. HTS assays for MMP-13 and MMP-9 inhibitors were set up in approximately 20 microl in 384-well plates as a prompt fluorescence readout (excitation/emission = 540/570 nm) using the LEADseeker homogenous imaging system. These assays yielded IC(50) values comparable to standard methods, but with a faster, very sensitive, and normalized readout, thus conserving compound, enzyme (approximately 1.5 ng/well), and time (20 s read/plate). Data quality (Z' approximately 0.9) was such that hit-picking to -25% change in primary screening could be performed with confidence, and the subsequent rate of confirmation and validation in IC(50) determinations of the picked compounds was >60%. Parallel screening of related proteases also permitted immediate specificity comparisons, including evaluation of inactive or weakly active compounds.

Binding Sites↗

WGA-coated yttrium oxide beads enable an imaging-based adenosine 2a receptor binding scintillation proximity assay suitable for high throughput screening.

Adenosine receptors belong to the superfamily of G protein-coupled receptors and are involved in a variety of physiologic functions. Traditionally, binding assays to detect adenosine 2a (A2a) antagonists and agonists have used filtration methods that are cumbersome to run and not amenable to HTS. We developed scintillation proximity assays (SPA trade mark ) utilizing HEK293 RBHA2AM cell membranes, either wheat germ agglutinin (WGA)-coated yttrium silicate (YSi) or red-shifted yttrium oxide (YO) beads and the A2a-selective radioligand [(3)H]SCH 58261. Both beads gave windows (total binding/nonspecific binding) of >5 and K(d) values of 2-3 nM for the radioligand, in agreement with results obtained by filtration. In contrast, WGA-polyvinyltoluene as well as other bead types had windows of <3 and significant radioligand binding to the uncoated beads. A 384-well WGA-YO bead SPA was optimized utilizing a LEADseeker imaging system and an automated trituration process for dispensing the dense yttrium-based beads. Signals were stable after 4 h, and Z' values were 0.7-0.8. The LEADseeker imaging assay tolerated 2% dimethyl sulfoxide and generated IC(50) values of 3-5 nM for the A2a antagonist CGS 15943, comparable to that obtained by the filtration method. A number of adenosine and xanthine analogues were identified as hits in the Library of Pharmacologically Active Compounds (LOPAC). This imaging-based A2a SPA enables HTS and is a major improvement over the filtration method.

Adenosine A2 Receptor Agonists↗

High throughput screening via mass spectrometry: a case study using acetylcholinesterase.

Mass spectrometry-based screening can be applied to a wide range of targets, including those intractable targets that use substrates such as lipids, fatty acids, phospholipids, steroids, prostaglandins, and other compounds not generally amenable to conventional screening techniques. The major limitation to this approach is throughput, making HTS via mass spectrometry impractical. We present a mass spectrometry-based technique and hardware for lead discovery applications. Mass spectrometry enables the design of label-free assays using biologically native substrates for a wide range of enzymatic targets. This system can be used for the direct quantification of analytes in complex reaction mixtures with typical throughputs of 4-5 s per sample. A mass spectrometry-based assay was developed to identify inhibitors of acetylcholinesterase, an enzyme with clinical importance in Alzheimer's disease. The system was used to screen a small chemical library. Several potent inhibitors were identified, and the IC(50) values of the inhibitors were determined.

Acetylcholinesterase↗

High throughput screening of co-expressed gene pairs with controlled false discovery rate (FDR) and minimum acceptable strength (MAS).

Many exploratory microarray data analysis tools such as gene clustering and relevance networks rely on detecting pairwise gene co-expression. Traditional screening of pairwise co-expression either controls biological significance or statistical significance, but not both. The former approach does not provide stochastic error control, and the later approach screens many co-expressions with excessively low correlation. We have designed and implemented a statistically sound two-stage co-expression detection algorithm that controls both statistical significance (false discovery rate, FDR) and biological significance (minimum acceptable strength, MAS) of the discovered co-expressions. Based on estimation of pairwise gene correlation, the algorithm provides an initial co-expression discovery that controls only FDR, which is then followed by a second stage co-expression discovery which controls both FDR and MAS. It also computes and thresholds the set of FDR p-values for each correlation that satisfied the MAS criterion. Using simulated data, we validated asymptotic null distributions of the Pearson and Kendall correlation coefficients and the two-stage error-control procedure; we also compared our two-stage test procedure with another two-stage test procedure using the receiver operating characteristic (ROC) curve. We then used yeast galactose metabolism data to illustrate the advantage of our method for clustering genes and constructing a relevance network. The method has been implemented in an R package "GeneNT" that is freely available from the Comprehensive R Archive Network (CRAN): www.cran.r-project.org/.

Algorithms↗

A three-fluorophore FRET assay for high-throughput screening of small-molecule inhibitors of ribosome assembly.

In one of the first steps of prokaryotic ribosome assembly, the ribosomal protein S15 binds to a three-way junction in the central domain of the 16S rRNA. Binding causes a conformational change that is required for subsequent binding events. Using a novel fluorescence resonance energy transfer assay with three fluorophores, two on the RNA and one on the S15 protein, small-molecule libraries can be screened for potential inhibitors of this initial step in ribosome assembly. The employment of three fluorophores allows both the conformational change of the RNA and the binding of S15 to be monitored in a single assay.

Aminoglycosides↗

PCR amplification from single DNA molecules on magnetic beads in emulsion: application for high-throughput screening of transcription factor targets.

We have developed a novel method of genetic library construction on magnetic microbeads based on solid-phase single-molecule PCR in a fine and robust water-phase compartment formed in water-in-oil (w/o) emulsions. In this method, critically diluted DNA fragments were distributed over the emulsion as templates, where beads crosslinked with multiple primers and other PCR components were encapsulated to form multiple reaction compartments. The delivered DNA was then amplified and covalently immobilized on the beads in parallel, within individual compartments, to construct a genetic library on beads (GLOBE), which was readily applicable to a genomewide global scanning of genetic elements recognized by a defined DNA-binding protein. We constructed a GLOBE of Paracoccus denitrificans and selected gene beads that were bound to the His-tagged transcription factor PhaR by flow cytometry. As a result of flow cytometry screening with an anti-His fluorescent antibody, the PhaR target fragments were enriched 1200-fold from this library with this system. Therefore, this system is a powerful tool for analyzing the transcription network on a genomewide scale.

Bacterial Proteins↗

Two-photon fluorescence cross-correlation spectroscopy as a potential tool for high-throughput screening of DNA repair activity.

Several lines of evidence indicate that differences in DNA repair capacity are an important source of variability in cancer risk. However, traditional assays for measurement of DNA repair activity in human samples are laborious and time-consuming. DNA glycosylases are the first step in base excision repair of a variety of modified DNA bases. Here, we describe the development of a new sensitive DNA glycosylase assay based on fluorescence cross-correlation spectroscopy (FCCS) with two-photon excitation. FCCS was applied to the measurement of uracil DNA glycosylase activity of human cell extracts and validated by comparison with standard gel electrophoresis assay. Our results indicate that FCCS can be adapted to efficient assays for DNA glycosylase activity in protein extracts from human cells. This method has a potential for the development of automated screening of large number of samples.

DNA Glycosylases↗