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PubMed2001

Phenotype microarrays for high-throughput phenotypic testing and assay of gene function.

The bacterium Escherichia coli is used as a model cellular system to test and validate a new technology called Phenotype MicroArrays (PMs). PM technology is a high-throughput technology for simultaneous testing of a large number of cellular phenotypes. It consists of preconfigured well arrays in which each well tests a different cellular phenotype and an automated instrument that continuously monitors and records the response of the cells in all wells of the arrays. For example, nearly 700 phenotypes of E. coli can be assayed by merely pipetting a cell suspension into seven microplate arrays. PMs can be used to directly assay the effects of genetic changes on cells, especially gene knock-outs. Here, we provide data on phenotypic analysis of six strains and show that we can detect expected phenotypes as well as, in some cases, unexpected phenotypes.

Escherichia coli↗

PubMed2006

Microarray: a versatile platform for high-throughput functional proteomics.

The advent of microarray technologies has dramatically accelerated the functional study of proteins, including enzymes (catalomics) in a proteome. Herein, we review recent advances and exciting new developments of microarrays in high-throughput functional proteomics.

Oligonucleotide Array Sequence Analysis↗

PubMed2006

High-throughput genotyping of intermediate-size structural variation.

The contribution of large-scale and intermediate-size structural variation (ISV) to human genetic disease and disease susceptibility is only beginning to be understood. The development of high-throughput genotyping technologies is one of the most critical aspects for future studies of linkage disequilibrium (LD) and disease association. Using a simple PCR-based method designed to assay the junctions of the breakpoints, we genotyped seven simple insertion and deletion polymorphisms ranging in size from 6.3 to 24.7 kb among 90 CEPH individuals. We then extended this analysis to a larger collection of samples (n=460) by application of an oligonucleotide extension-ligation genotyping assay. The analysis showed a high level of concordance ( approximately 99%) when compared with PCR/sequence-validated genotypes. Using the available HapMap data, we observed significant LD (r2=0.74-0.95) between each ISV and flanking single nucleotide polymorphisms, but this observation is likely to hold only for similar simple insertion/deletion events. The approach we describe may be used to characterize a large number of individuals in a cost-effective manner once the sequence organization of ISVs is known.

Cohort Studies↗

PubMed2001

Application of a very high-throughput digital imaging screen to evolve the enzyme galactose oxidase.

Directed evolution has become an important enabling technology for the development of new enzymes in the chemical and pharmaceutical industries. Some of the most interesting substrates for these enzymes, such as polymers, have poor solubility or form highly viscous solutions and are therefore refractory to traditional high-throughput screens used in directed evolution. We combined digital imaging spectroscopy and a new solid-phase screening method to screen enzyme variants on problematic substrates highly efficiently and show here that the specific activity of the enzyme galactose oxidase can be improved using this technology. One of the variants we isolated, containing the mutation C383S, showed a 16-fold increase in activity, due in part to a 3-fold improvement in K(m). The present methodology should be applicable to the evolution of numerous other enzymes, including polysaccharide-modifying enzymes that could be used for the large-scale synthesis of modified polymers with novel chemical properties.

Directed Molecular Evolution↗

PubMed2002

Adaption of a fragment analysis technique to an automated high-throughput multicapillary electrophoresis device for the precise qualitative and quantitative characterization of microbial communities.

The analysis of microbial communities is of increasing importance in life sciences and bioengineering. Traditional techniques of investigations like culture or cloning methods suffer from many disadvantages. They are unable to give a complete qualitative and quantitative view of the total amount of microorganisms themselves, their interactions among each other and with their environment. Obviously, the determination of static or dynamic balances among microorganisms is of fast growing interest. The generation of species specific and fluorescently labeled 16S ribosomal DNA (rDNA) fragments by the terminal restriction fragment length polymorphism (T-RFLP) technique is a suitable tool to overcome the problems other methods have. For the separation of these fragments polyacrylamide gel sequencers are preferred as compared to capillary sequencers using linear polymers until now because of their higher electrophoretic resolution and therefore sizing accuracy. But modern capillary sequencers, especially multicapillary sequencers, offer an advanced grade of automation and an increased throughput necessary for the investigation of complex communities in long-time studies. Therefore, we adapted a T-RFLP technique to an automated high-throughput multicapillary electrophoresis device (ABI 3100 Genetic Analysis) with regard to a precise qualitative and quantitative characterization of microbial communities.

Bacteria↗

PubMed2005

A high-throughput assay for assessing the cell permeability of combinatorial libraries.

There is great interest in the identification of synthetic molecules that are capable of manipulating protein-protein interactions in living cells. Peptides, unlike other classes of small molecules, have binding properties appropriate for this application, but most are poorly cell permeable and sensitive to proteases. Therefore, considerable effort has been expended in the development of libraries of oligomeric peptide-like molecules. However, there are no clear-cut rules to guide the design of libraries rich in cell permeable compounds. Furthermore, currently available empirical methods to assess permeability may not accurately reflect true permeability and/or are capable of only modest throughput. We describe here an assay for assessing the relative cell permeability of synthetic molecules in the context of steroid fusions that is capable of high throughput and can be used in any transfectable cell line.

Binding, Competitive↗

PubMed2007

Combination of automated high throughput platforms, flow cytometry, and hierarchical clustering to detect cell state.

BACKGROUND: This study examined whether hierarchical clustering could be used to detect cell states induced by treatment combinations that were generated through automation and high-throughput (HT) technology. Data-mining techniques were used to analyze the large experimental data sets to determine whether nonlinear, non-obvious responses could be extracted from the data. METHODS: Unary, binary, and ternary combinations of pharmacological factors (examples of stimuli) were used to induce differentiation of HL-60 cells using a HT automated approach. Cell profiles were analyzed by incorporating hierarchical clustering methods on data collected by flow cytometry. Data-mining techniques were used to explore the combinatorial space for nonlinear, unexpected events. Additional small-scale, follow-up experiments were performed on cellular profiles of interest. RESULTS: Multiple, distinct cellular profiles were detected using hierarchical clustering of expressed cell-surface antigens. Data-mining of this large, complex data set retrieved cases of both factor dominance and cooperativity, as well as atypical cellular profiles. Follow-up experiments found that treatment combinations producing "atypical cell types" made those cells more susceptible to apoptosis. CONCLUSIONS Hierarchical clustering and other data-mining techniques were applied to analyze large data sets from HT flow cytometry. From each sample, the data set was filtered and used to define discrete, usable states that were then related back to their original formulations. Analysis of resultant cell populations induced by a multitude of treatments identified unexpected phenotypes and nonlinear response profiles.

Algorithms↗

PubMed2005

Issues in high-throughput comparative modelling: a case study using the ubiquitin E2 conjugating enzymes.

Sequences of the ubiquitin-conjugating enzyme (UBC or E2) family were used as a test set to investigate issues associated with the high-throughput comparative modelling of protein structures. A semi-automatic method was initially developed with particular emphasis on producing models of a quality suitable for structural comparison. Structural and sequence features of the E2 family were used to improve the sequence alignment and the quality of the structural templates. Initially, failure to correct for subtle structural inconsistencies between templates lead to problems in the comparative analysis of the UBC electrostatic potentials. Modelling of known UBC structures using Modeller 4.0 showed that multiple templates produced, on average, no better models than the use of just one template, as judged by the root-mean-squared deviation between the comparative model and crystal structure backbones. Using four different quality-checking methods, for a given target sequence, it was not possible to distinguish the model most similar to the experimental structure. The UBC models were thus finally modelled using only the crystal structure template with the highest sequence identity to the target to be modelled, and producing only one model solution. Quality checking was used to reject models with obvious structural anomalies (e.g., bad side-chain packing). The resulting models have been used for a comparison of UBC structural features and of their electrostatic potentials. The work was extended through the development of a fully automated pipeline that identifies E2 sequences in the sequence databases, aligns and models them, and calculates the associated electrostatic potential.

Amino Acid Motifs↗

PubMed2006

The high throughput screening of neuropeptide FF2 receptor ligands from Korean herbal plant extracts.

We have screened 356 libraries of Korean herbal plant extracts to find potential anti-obesity drugs. We employed the recently developed fluorescence polarization high throughput screening (FP HTS) assays of human neuropeptide FF (NPFF) receptors in 384-well microtiter plates. The primary hits were cherry-picked from the libraries and further analyzed by secondary displacement curve assays, in vitro GTPgammaS binding assays and cell-based CRE luciferase reporter assays. Agonists of NPFF receptors showed biphasic affinity curves while the antagonist, BIBP 3226, gave a monophasic affinity curve in competitive binding assays. We isolated and characterized two agonists of human NPFF2 receptor, PC 314 with K(i) of 1.42 microM, and PC 315 with K(i) of 2.17 microM from Schizandra chinensis. PC 314 and PC 315 have been characterized as benzoylgomisin Q (M.W. 552) and gomisin G (M.W. 536). We report that PC 314 and PC 315 are the first non-peptide, natural compounds, which bind to human NPFF2 receptors with good affinity. PC 314 and PC 315 inhibit forskolin-stimulated luciferase expression when CHO cells are co-transfected with NPFF2 receptor and CRE reporter vector. They possess the pharmacological and functional profiles of full agonists. The FP HTS system provides a specific, sensitive and reproducible methodology for studying and screening NPFF receptor ligands.

Combinatorial Chemistry Techniques↗

PubMed2005

Creation of a P450 array toward high-throughput analysis.

The rapid metabolism testing of many new chemical entities enables unsuitable candidates to be eliminated from consideration at an early stage of the drug discovery process. We have developed a P450 array toward high-throughput analysis of P450-mediated metabolic reaction. The microsomes containing expressed human P450 enzymes were immobilized on the microassay plate using sol-gel chemistry. A thin-film hydrogel containing microsomes was fabricated using aqueous silicate as a starting material. The TEM image clearly showed that the nanoclusters derived from the silicate formed branched chains, and microsomes were entrapped in the silica network. The different P450 isozymes were immobilized on the microassay plate, and the metabolites by each isozyme were visualized as fluorescent images, which creates opportunity for the inhibitor assays. This method offers several advantages over use of conventional enzyme preparations, including increased storage stability, ease of product isolation from the incubation mixture, and the ability to recover and reuse the enzyme. Because this methodology enabled the development of assay system using P450 that is unstable and involves other enzymes for its function, it can be applicable to various screening assays that require complicated reactions involving many biological components.

Cytochrome P-450 Enzyme System↗

PubMed2004

Reliable and high-throughput mutation screening for beta-thalassemia by a single-base extension/fluorescence polarization assay.

beta-thalassemia is one of the most common inherited diseases with incidence varying between 3% and 10% in the high-prevalence regions of South China. The molecular defects are mostly due to single-nucleotide substitutions, minor insertions, and deletions in the beta-globin gene. Large-scale population genetic screening combined with prenatal diagnosis is necessary for the effective prevention of this disease. We present a single base extension (SBE) method based on homogenous fluorescence polarization (FP) for simultaneous detection of the eight most common causative mutations [CDs 41-42 (-TCTT), IVS-2-654 (C-->T), -28 (A-->G), CD17 (A-->T), CD 71/72 (+A), CD26 (G-->A), -29 (A-->G), and CD43 (G-->T)] in the beta-globin gene in a Chinese population. This assay has been validated by a blind experiment with 100 clinical samples previously characterized by reverse dot-blot and direct sequencing. The results demonstrate that this high-throughput method is simple, reliable, and cost effective. We expect this approach can be used in large-scale genetic screening for beta-thalassemia.

Asian People↗

PubMed2003

High-throughput generation of sequence indexes from T-DNA mutagenized Arabidopsis thaliana lines.

A pipeline has been created for the characterization of Arabidopsis thaliana mutants by generating flanking sequence tags (FSTs) and optimized for economic, high-throughput production. The GABI-Kat collection of T-DNA mutagenized A. thaliana plants was used as a source of independent transgenic lines. The pipeline included robotized extraction of genomic DNA in a 96-well format, an adapter-ligation PCR method for amplification of plant sequences adjacent to T-DNA borders, automated purification and sequencing of PCR products, and computational trimming of the resulting sequence files. Data quality was significantly improved by (i) restriction digestion of the adaptor-ligation products to reduce trivial sequences caused by co-amplification of fragments derived from the free plasmid, and (ii) the design of the adaptor primers for the second amplification step to enhance selective generation of single PCR fragments, even from lines with multiple T-DNA insertions. Gel-purification was avoided by including these steps, the number of amplification reactions per line was reduced from four to three, and the percentage of lines that yielded at least one FST was increased from 66% to 86%. More than 58,000 FSTs have been submitted to GenBank and are available at http://www.mpiz-koeln.mpg.de/GABI-Kat/.

Arabidopsis↗

PubMed2001

High throughput log D determination using liquid chromatography-mass spectrometry.

A method has been developed which allows direct measurement of partition coefficients (log D, log P) using liquid chromatography-mass spectrometry (LC-MS). The high throughput, microtiter plate based protocol uses small quantities of 10 mM analyte in DMSO solution (5 microL) and is therefore amenable to standard archive and screening formats. Single Ion Monitoring (SIM) mass spectrometry is used to achieve optimal sensitivity. Experimental log D values for 34 known drugs have been determined, with partition coefficients ranging from -2 to 5, giving data very similar to literature values. In these analyses, deviations from known values average less than 0.3 log units. The sample handling and data processing have been significantly automated, and the protocol has been applied to over 800 in-house lead molecules to date. In its format, sensitivity, throughput, and amenability to automation, it represents significant progress in the direct measurement of partitioning behavior [1].

Cell Line↗

PubMed1994

A high throughput in vitro assay for fungal (1,3)beta-glucan synthase inhibitors.

An in vitro assay for (1,3)beta-glucan synthase activity from the filamentous ascomycete Neurospora crassa, suitable for use as a high throughput screen for enzyme inhibitors is described. Samples were added to 25 microliters reaction mixtures in 96-well V-bottom microtiter plates and plates incubated at 22 degrees C. Reactions were terminated by the addition of TCA and the contents transferred to a Milliblot D apparatus containing Inotech 201-A glass fiber filters. Filters were washed to remove unincorporated substrate and the amount of 14C-labeled (1,3)beta-glucan formed by each reaction was quantitated using a Phosphorlmager. As little as 50 ng of an inhibitor with a Ki of 4 microM was detected by this assay. This assay is rapid and cost effective, permitting its use as a screen to detect compounds that inhibit (1,3)beta-glucan synthase activity.

Antifungal Agents↗

PubMed2000

Suspension arrays for high throughput, multiplexed single nucleotide polymorphism genotyping.

BACKGROUND: Genetic diversity can help explain disease susceptibility and differential drug response. The most common type of variant is the single nucleotide polymorphism (SNP). We present a low-cost, high throughput assay for SNP genotyping. METHODS: The assay uses oligonucleotide probes covalently attached to fluorescently encoded microspheres. These probes are hybridized directly to fluorescently labeled polymerase chain reaction (PCR) products and the results are analyzed in a standard flow cytometer. RESULTS: The genotypes determined with our assay are in good agreement with those determined by TaqMan. The range of G/C content for oligonucleotide probes was 23.5-65% in the 17 bases surrounding the SNP. Further optimization of probe length and target concentration is shown to dramatically enhance the assay performance for certain SNPs. Using microspheres which have unique fluorescent signatures, we performed a 32-plex assay where we simultaneously determined the genotypes of eight different polymorphic genes. CONCLUSIONS: We demonstrate, for the first time, the feasibility of multiplexed genotyping with suspension arrays using direct hybridization analyses. Our approach enables probes to be removed from or added to an array, enhancing flexibility over conventional chips. The ability to multiplex both the PCR preparation and the hybridization should enhance the throughput, cost, and speed of the assay.

Artifacts↗

PubMed1996

Rapid, solid phase extraction technique for the high-throughput assay of darifenacin in human plasma.

A novel method has been developed for the rapid solid phase extraction of drugs and metabolites from biological fluids, prior to further analysis. The newly designed, 96-tube micropreparation block facilitates high throughput by enabling the extraction of 96 samples simultaneously. The system is described, linked to HPLC/APCI-MS/MS, for the determination of darifenacin in human plasma. The resulting procedure, using deuterated darifenacin as internal standard, is validated over the concentration range 25-2000 pg/mliter; accuracy (0.6-4.6%) and precision (3.6-18.8%) are considered acceptable and overall recovery was determined to be approximately 50%.

Benzofurans↗

PubMed2006

Actin filament guidance on a chip: toward high-throughput assays and lab-on-a-chip applications.

Biological molecular motors that are constrained so that function is effectively limited to predefined nanosized tracks may be used as molecular shuttles in nanotechnological applications. For these applications and in high-throughput functional assays (e.g., drug screening), it is important that the motors propel their cytoskeletal filaments unidirectionally along the tracks with a minimal number of escape events. We here analyze the requirements for achieving this for actin filaments that are propelled by myosin II motor fragments (heavy meromyosin; HMM). First, we tested the guidance of HMM-propelled actin filaments along chemically defined borders. Here, trimethylchlorosilane (TMCS)-derivatized areas with high-quality HMM function were surrounded by SiO(2) domains where HMM did not bind actin. Guidance along the TMCS-SiO(2) border was almost 100% for filament approach angles between 0 and 20 degrees but only about 10% at approach angles near 90 degrees . A model (Clemmens, J.; Hess, H.; Lipscomb, R.; Hanein, Y.; Bohringer, K. F.; Matzke, C. M.; Bachand, G. D.; Bunker, B. C.; Vogel, V. Langmuir 2003, 19, 10967-10974) accounted for essential aspects of the data and also correctly predicted a more efficient guidance of actin filaments than previously shown for kinesin-propelled microtubules. Despite the efficient guidance at low approach angles, nanosized (<700 nm wide) TMCS tracks surrounded by SiO(2) were not effective in guiding actin filaments. Neither was there complete guidance along nanosized tracks that were surrounded by topographical barriers (walls and roof partially covering the track) unless there was also chemically based selectivity between the tracks and surroundings. In the latter case, with dually defined tracks, there was close to 100% guidance. A combined experimental and theoretical analysis, using tracks of the latter type, suggested that a track width of less than about 200-300 nm is sufficient at a high HMM surface density to achieve unidirectional sliding of actin filaments. In accord with these results, we demonstrate the long-term trapping of actin filaments on a closed-loop track (width < 250 nm). The results are discussed in relation to lab-on-a-chip applications and nanotechnology-assisted assays of actomyosin function.

Actin Cytoskeleton↗

PubMed2005

Soluble domains of telomerase reverse transcriptase identified by high-throughput screening.

Telomerase is a ribonucleoprotein complex responsible for extending the ends of eukaryotic chromosomes. Structural and biophysical studies of this enzyme have been limited by the inability to produce large amounts of recombinant protein. Here we perform a high-throughput screen to map regions of the Tetrahymena thermophila TERT (Telomerase Reverse Transcriptase) protein that are overexpressed in a soluble form in Escherichia coli using a GFP-fusion system. Many of the soluble protein domains identified do not coincide with domains inferred from multiple sequence alignment, so screening for fluorescent colonies provided information not otherwise readily obtained. The method revealed an essential, independently folded N-terminal domain that was expressed and purified with high yield and found to be suitable for structural analysis. These results provide a tool for future structural and biophysical studies of TERT.

Amino Acid Sequence↗