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Gaining confidence in high-throughput protein interaction networks.

Although genome-scale technologies have benefited from statistical measures of data quality, extracting biologically relevant pathways from high-throughput proteomics data remains a challenge. Here we develop a quantitative method for evaluating proteomics data. We present a logistic regression approach that uses statistical and topological descriptors to predict the biological relevance of protein-protein interactions obtained from high-throughput screens for yeast. Other sources of information, including mRNA expression, genetic interactions and database annotations, are subsequently used to validate the model predictions without bias or cross-pollution. Novel topological statistics show hierarchical organization of the network of high-confidence interactions: protein complex interactions extend one to two links, and genetic interactions represent an even finer scale of organization. Knowledge of the maximum number of links that indicates a significant correlation between protein pairs (correlation distance) enables the integrated analysis of proteomics data with data from genetics and gene expression. The type of analysis presented will be essential for analyzing the growing amount of genomic and proteomics data in model organisms and humans.

Algorithms↗

High-throughput screening for Hsp90 ATPase inhibitors.

Recently, we reported a useful assay for the determination of yeast Hsp90 ATPase activity. Using this assay, high-throughput screening of approximately 10,000 compounds was performed to determine the feasibility of this assay on large scale. Results from high-throughput screening indicated that the assay was reproducible (av Z-factor = 0.80) and identified 0.57% of the compounds as Hsp90 inhibitors that exhibited IC50s less than 20 microM. The structures of several of these inhibitory scaffolds are reported along with their IC50 values.

Adenosine Triphosphatases↗

High-throughput screening: update on practices and success.

High-throughput screening (HTS) has become an important part of drug discovery at most pharmaceutical and many biotechnology companies worldwide, and use of HTS technologies is expanding into new areas. Target validation, assay development, secondary screening, ADME/Tox, and lead optimization are among the areas in which there is an increasing use of HTS technologies. It is becoming fully integrated within drug discovery, both upstream and downstream, which includes increasing use of cell-based assays and high-content screening (HCS) technologies to achieve more physiologically relevant results and to find higher quality leads. In addition, HTS laboratories are continually evaluating new technologies as they struggle to increase their success rate for finding drug candidates. The material in this article is based on a 900-page HTS industry report involving 54 HTS directors representing 58 HTS laboratories and 34 suppliers.

Cells↗

Analysis of purified tubulin in high concentration of glutamate for application in high throughput screening for microtubule-stabilizing agents.

High-throughput screening (HTS) is a powerful approach for the discovery of potential and effective drugs from a number of candidates. The dynamics of tubulin assembly and disassembly in vitro are an important target for the screening of anti-tumor agents. However, previously described methods are not amenable for HTS. In this paper, we compared preparation methods of tubulin and suggest a combination method, i.e., one cycle of assembly and disassembly following ion-exchange chromatography using high concentrations of glutamate to increase the recovery of tubulin with high purity. The resultant highly purified microtubule-associated proteins-free tubulin in high glutamate solution was directly employed in tubulin polymerization assays. Our results indicate that the system is feasible and practicable as a model for HTS for microtubule-stabilizing agents.

Chromatography, DEAE-Cellulose↗

Denaturing high performance liquid chromatography: high throughput mutation screening in familial hypertrophic cardiomyopathy and SNP genotyping in motor neurone disease.

AIMS: To evaluate the usefulness of denaturing high performance liquid chromatography (DHPLC) as a high throughput tool in: (1) DNA mutation detection in familial hypertrophic cardiomyopathy (FHC), and (2) single nucleotide polymorphism (SNP) discovery and validation in sporadic motor neurone disease (MND). METHODS: The coding sequence and intron-exon boundaries of the cardiac beta myosin heavy chain gene (MYH7) were screened by DHPLC for mutation identification in 150 unrelated patients diagnosed with FHC. One hundred and forty patients with sporadic MND were genotyped for the A67T SNP in the poliovirus receptor gene. All DHPLC positive signals were confirmed by conventional methods. RESULTS: Mutation screening of MYH7 covered 10 kb with a total of 5700 amplicons, and more than 6750 DHPLC injections were completed within 35 days. The causative mutation was identified in 14% of FHC cases, including seven novel missense mutations (L227V, E328G, K351E, V411I, M435T, E894G, and E927K). Genotyping of the A67T SNP was performed at two different temperatures both in MND cases and 280 controls. This coding SNP was found more frequently in MND cases (13.6%) than in controls (6.8%). Furthermore, 19 and two SNPs were identified in MYH7 and the poliovirus receptor gene, respectively, during DHPLC screening. CONCLUSIONS: DHPLC is a high throughput, sensitive, specific, and robust platform for the detection of DNA variants, such as disease causing mutations or SNPs. It enables rapid and accurate screening of large genomic regions.

Algorithms↗

High-throughput caco-2 cell permeability screening by cassette dosing and sample pooling approaches using direct injection/on-line guard cartridge extraction/tandem mass spectrometry.

A method for high-throughput Caco-2 permeability screening of drug candidates has been developed using thirteen generic drugs as test compounds. The high throughput was achieved by either a sample pooling or a cassette dosing approach, along with the use of a rapid, simple and sensitive direct injection/on-line guard cartridge extraction/tandem mass spectrometric assay that was also developed in this study. It was of concern that possible drug-drug interactions (e.g., inhibition of P-glycoprotein-mediated transport of a drug by another, and/or competition of the drugs for transport pathways), when the cassette dosing regimen was implemented, may give rise to inconsistent results compared with those attained by a traditional single-drug dosing approach. However, the apparent permeability coefficients of the test drugs across Caco-2 monolayers measured by the sample pooling or cassette dosing (up to five drugs co-administered in this study) strategy were in good conformity with the data obtained by single-drug dosing followed by discrete sample analysis.

Caco-2 Cells↗

A simple and affordable method for high-throughput DNA extraction from animal tissues for polymerase chain reaction.

We have developed a very simple and inexpensive method for high-throughput DNA extraction from animal tissues. The procedure contains three steps (digestion, heating, and centrifugation) and it is compatible with the 96-well plate format commonly used in polymerase chain reaction (PCR) amplifications. The duration for processing a plate is about 1.5 h; therefore, one researcher can isolate DNA from up to 1000 samples during a single workday. A small piece of tissue (ca. 10-20 mg) yields enough template for at least 50-70 PCR amplifications, as demonstrated by using the processed samples as templates successfully for long distance PCR, multiplex PCR, and randomly amplified polymorphic DNA (RAPD) assay. The application of our method is expected to facilitate studies that require high-throughput DNA isolation for PCR amplification, such as genotyping by microsatellites for mapping and genetic diversity studies, as well as mutant screening in zebrafish.

Animals↗

Integrative functional assays, chemical genomics and high throughput screening: harnessing signal transduction pathways to a common HTS readout.

Chemical genomics is a drug discovery strategy that relies heavily on high-throughput screening (HTS) and therefore benefits from functional assay platforms that allow HTS against all relevant genomic targets. Receptor Selection and Amplification Technology (R-SAT) is a cell-based, high-throughput functional assay where the receptor stimulus is translated into a measurable cellular response through an extensive signaling cascade occurring over several days. The large biological and chronological separation of stimulus from response provides numerous opportunities for enabling assays and increasing assay sensitivity. Here we review strategies for building homogeneous assay platforms across large gene families by redirecting and/or amplifying signal transduction pathways.

Animals↗

High-throughput protein arrays: prospects for molecular diagnostics.

High-throughput protein arrays allow the miniaturized and parallel analysis of large numbers of diagnostic markers in complex samples. Using automated colony picking and gridding, cDNA or antibody libraries can be expressed and screened as clone arrays. Protein microarrays are constructed from recombinantly expressed, purified, and yet functional proteins, entailing a range of optimized expression systems. Antibody microarrays are becoming a robust format for expression profiling of whole genomes. Alternative systems, such as aptamer, PROfusion, nano- and microfluidic arrays are all at proof-of-concept stage. Differential protein profiles have been used as molecular diagnostics for cancer and autoimmune diseases and might ultimately be applied to screening of high-risk and general populations.

Animals↗

Luminescent proteins from Aequorea victoria: applications in drug discovery and in high throughput analysis.

Recent progress in generating a vast number of drug targets through genomics and large compound libraries through combinatorial chemistry have stimulated advancements in drug discovery through the development of new high throughput screening (HTS) methods. Automation and HTS techniques are also highly desired in fields such as clinical diagnostics. Luminescence-based assays have emerged as an alternative to radiolabel-based assays in HTS as they approach the sensitivity of radioactive detection along with ease of operation, which makes them amenable to miniaturization. Luminescent proteins provide the advantage of reduced reagent and operating costs because they can be produced in unlimited amounts through the use of genetic engineering tools. In that regard, the use of two naturally occurring and recombinantly produced luminescent proteins from the jellyfish Aequorea victoria, namely, aequorin and the green fluorescent protein (GFP), has attracted attention in a number of analytical applications in diverse research areas. Aequorin is naturally bioluminescent and has therefore, virtually no associated background signal, which allows its detection down to attomole levels. GFP has become the reporter of choice in a variety of applications given that it is an autofluorescent protein that does not require addition of any co-factors for fluorescence emission. Furthermore, the generation of various mutants of GFP with differing luminescent and spectral properties has spurred additional interest in this protein. In this review, we focus on the use of aequorin and GFP in the development of highly sensitive assays that find applications in drug discovery and in high throughput analysis.

Aequorin↗

Array-based ELISAs for high-throughput analysis of human cytokines.

In this report, we describe the development of a mini-array system suitable for high-throughput quantification of proteins. This mini-array is a multiplexed, sandwich-type ELISA that measures the concentration of seven different human cytokines--TNF-alpha, IFN alpha, IFN gamma, IL-1 alpha, IL-1 beta, IL-6, and IL-10--from a single sample in each well of a 96-well plate. The mini-array is produced by spotting monoclonal antibodies (mAbs) in a 3 x 3 pattern in the bottom of the wells of 96-well polystyrene plates. Cytokines that are captured by the arrayed mAbs are detected by using biotinylated mAbs, followed by the addition of a streptavidin-horseradish peroxidase (HRP) conjugate and a chemiluminescent substrate. The light produced from the HRP-catalyzed oxidation of the substrate is measured at each spot in the array by imaging the entire plate with a commercially available CCD camera. Here, we demonstrate that these 96-well-plate format mini-arrays have performance characteristics that make them suitable for the high-throughput screening of anti-inflammatory compounds.

Anti-Inflammatory Agents↗

Large-scale screen for genes controlling mammalian embryogenesis, using high-throughput gene expression analysis in mouse embryos.

We have adapted the whole-mount in situ hybridization technique to perform high-throughput gene expression analysis in mouse embryos. A large-scale screen for genes showing specific expression patterns in the mid-gestation embryo was carried out, and a large number of genes controlling development were isolated. From 35760 clones of a 9.5 d.p.c. cDNA library, a total of 5348 cDNAs, enriched for rare transcripts, were selected and analyzed by whole-mount in situ hybridization. Four hundred and twenty-eight clones revealed specific expression patterns in the 9.5 d.p.c. embryo. Of 361 tag-sequenced clones, 198 (55%) represent 154 known mouse genes. Thirty-nine (25%) of the known genes are involved in transcriptional regulation and 33 (21%) in inter- or intracellular signaling. A large number of these genes have been shown to play an important role in embryogenesis. Furthermore, 24 (16%) of the known genes are implicated in human disorders and three others altered in classical mouse mutations. Similar proportions of regulators of embryonic development and candidates for human disorders or mouse mutations are expected among the 163 new mouse genes isolated. Thus, high-throughput gene expression analysis is suitable for isolating regulators of embryonic development on a large-scale, and in the long term, for determining the molecular anatomy of the mouse embryo. This knowledge will provide a basis for the systematic investigation of pattern formation, tissue differentiation and organogenesis in mammals.

Animals↗

Microarray technology as a universal tool for high-throughput analysis of biological systems.

Over the last years microarray technology has become one of the principal platform technologies for the high-throughput analysis of biological systems. Starting with the construction of first DNA microarrays in the 1990s, microarray technology has flourished in the last years and many different new formats have been developed. Peptide and protein microarrays are now applied for the elucidation of interaction partners, modification sites and enzyme substrates. Antibody microarrays are envisaged to be of high importance for the high-throughput determination of protein abundances in translational profiling approaches. First cell microarrays have been constructed to transform microarray technology from an in vitro technology to an in vivo functional analysis tool. All of these approaches share a common prerequisite: the solid support on which they are generated. The demands on this solid support are thereby as manifold as the applications themselves. This review is aimed to display the recent developments in surface chemistry and derivatization, and to summarize the latest developments in the different application areas of microarray technology.

Antibodies, Monoclonal↗

[A rapid and high throughput method for apoE genotyping].

OBJECTIVE: To develop a new method that can determine the apolipoprotein E(apoE) genotypes rapidly in high throughput. METHODS: Genome DNA samples were extracted from the anticoagulated peripheral blood samples of 79 patients with Alzheimer's disease(AD) and 63 healthy individuals, and the 492 bp apoE gene fragments including 112 and 158 codons were amplified by polymerase chain reaction (PCR). With one PCR product, three recombined alleles (epsilon 2, epsilon 3 and epsilon 4) of apoE gene as controls were obtained by cloning and site-directed mutagenesis. The excess primers and dNTPs in all PCR products were removed by treatment with clean up reagents, then template-directed dye-terminator incorporation reaction (TDI) was performed and R110 or TAMRA labeled Acyclo-terminators were added into the mutation sites specifically. Fluorescence polarization value (FP) was measured using victor 2 multilabel counter and the polymorphisms in 112 and 158 condons of apoE gene were investigated. RESULTS: The apoE genotypes in recombined plasmid controls and all serum samples were analyzed using the authors' TDI-FP method, and the reliability and specificity were confirmed by DNA sequencing. The frequency of epsilon 4 allele in patients was significantly higher than that in controls, suggesting that apoE epsilon 4 allele gene is a risk factor for late-onset AD. CONCLUSION: TDI-FP is an easy, reliable and high throughput technology in analyzing polymorphism of apoE gene; it can be used in the prediction of susceptibility to AD in elderly individuals. Furthermore, it is an ideal method for large-scale screening and for studying the relationship between the allelic and genotypic frequencies of apoE and other diseases.

Aged↗

Multiplexed rectilinear ion trap mass spectrometer for high-throughput analysis.

A multichannel mass spectrometer based on the rectilinear ion trap (RIT) analyzer was designed and constructed for simultaneous high-throughput analysis of multiple samples. The instrument features four parallel ion source/mass analyzer/detector channels assembled in a single vacuum chamber and operated using a common set of control electronics, including a single rf amplifier and transformer coil. This multiplexed RIT mass spectrometer employs an array of four millimeter-sized ion traps (x(o) = 5.0 mm and y(o) = 4.0 mm, where x(o) and y(o) are the half-distances in the x and y dimensions, respectively). Mass spectra are acquired from four different samples simultaneously. The available mass/charge range is m/z 15-510 with excellent linearity of the mass calibration (R2 = 0.999 999). The peak width is less than 0.3 mass/charge units at m/z 146, corresponding to a resolution of approximately 500. Simultaneous MS/MS of ions due to four compounds (3-fluoroanisole, 4-fluoroanisole, 2-fluorobenzyl alcohol, 2,6-dimethylcyclohexanone) with the same nominal molecular radical cation but distinctive fragmentation patterns was demonstrated. Isolation and fragmentation efficiencies were approximately 25 and approximately 75%, respectively, measured in the typical case of the molecular radical cation of acetophenone. Preacquisition differential data were obtained by real-time subtraction of the ion signals from two channels of the multiplexed mass spectrometer. The differential experiment presented offers proof of principle of comparative mass spectra in high-throughput screening applications while reducing data storage requirements.

Computer Simulation↗

High-throughput chemistry toward complex carbohydrates and carbohydrate-like compounds.

In the area of peptide and nucleic acid chemistry and biology, high-throughput synthesis has played an important role in providing useful small-molecule-based chemical probes in understanding the structure and function relationships. The past several years, there has been a constant rise in interest toward understanding the biological roles and functions of another important class of biomolecules, i.e., carbohydrates and carbohydrate conjugates. Although at early stages, in recent years, several groups have developed high-throughput synthetic methods to obtain complex carbohydrates or carbohydrate-like small-molecules. The present review article summarizes some of these developments.

Amino Acids↗

A high-throughput screen for genes from castor that boost hydroxy fatty acid accumulation in seed oils of transgenic Arabidopsis.

It is desirable to produce high homogeneity of novel fatty acids in oilseeds through genetic engineering to meet the increasing demands of the oleo-chemical industry. However, expression of key enzymes for biosynthesis of industrial fatty acids usually results in low levels of desired fatty acids in transgenic oilseeds. The abundance of derivatized fatty acids in their natural species suggests that additional genes are needed for high production in transgenic plants. We used the model oilseed plant Arabidopsis thaliana expressing a castor fatty acid hydroxylase (FAH12) to identify genes that can boost hydroxy fatty acid accumulation in transgenic seeds. Here we describe a high-throughput approach that, in principle, can allow testing of the entire transcriptome of developing castor seed endosperm by shotgun transforming a full-length cDNA library into an FAH12-expressing Arabidopsis line. The resulting transgenic seeds were screened by high-throughput gas chromatography. We obtained several lines transformed with castor cDNAs that contained increased amounts of hydroxy fatty acids in transgenic Arabidopsis. These cDNAs were then isolated by PCR and retransformed into the FAH12-expressing line, thus confirming their beneficial contributions to hydroxy fatty acid accumulation in transgenic Arabidopsis seeds. Although we describe an approach that is targeted to oilseed engineering, the methods we developed can be applied in many areas of plant biotechnology and functional genomic research.

Arabidopsis↗

CE-LIF coupled with flow cytometry for high-throughput quantitation of fluorophores in single intact cells.

We report a method of coupled CE-LIF detection with flow cytometry for high-throughput determination and quantitation of fluorophores in single intact K562/S (KS) cells. The membrane properties of KS cell including fluophore transport rate and apparent permeability coefficient were further quantitatively characterized. The method has advantages for accurate quantitation and unique capacity of high-throughput analysis. The strategy will be useful for the quantitation of fluorophores in the intact cells, such as measurement of multidrug resistance, quantitation of specific protein expression, and quantitative characterization of protein and enzyme functions.

ATP Binding Cassette Transporter, Subfamily B, Mem↗