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High-throughput Plasmodium falciparum growth assay for malaria drug discovery.

New therapeutic agents for the treatment of malaria, the world's most deadly parasitic disease, are urgently needed. Malaria afflicts 300 to 500 million people and results in 1 to 2 million deaths annually, and more than 85% of all malaria-related mortality involves young children and pregnant women in sub-Saharan Africa. The emergence of multidrug-resistant parasites, especially in Plasmodium falciparum, has eroded the efficacy of almost all currently available therapeutic agents. The discovery of new drugs, including drugs with novel cellular targets, could be accelerated with a whole-organism high-throughput screen (HTS) of structurally diverse small-molecule libraries. The standard whole-organism screen is based on incorporation of [3H]hypoxanthine and has liabilities, such as limited throughput, high cost, multiple labor-intensive steps, and disposal of radioactive waste. Recently, screens have been reported that do not use radioactive incorporation, but their reporter signal is not robust enough for HTS. We report a P. falciparum growth assay that is technically simple, robust, and compatible with the automation necessary for HTS. The assay monitors DNA content by addition of the fluorescent dye 4',6-diamidino-2-phenylindole (DAPI) as a reporter of blood-stage parasite growth. This DAPI P. falciparum growth assay was used to measure the 50% inhibitory concentrations (IC50s) of a diverse set of known antimalarials. The resultant IC50s compared favorably with those obtained in the [3H]hypoxanthine incorporation assay. Over 79,000 small molecules have been tested for antiplasmodial activity using the DAPI P. falciparum growth assay, and 181 small molecules were identified as highly active against multidrug-resistant parasites.

Animals↗

Multiple peptide synthesis.

The synthesis of large numbers of peptides can be very labor intensive and, if a conventional peptide synthesizer is used, only small numbers of peptides can be produced within a reasonable time. The techniques described below can make large numbers of different peptides simultaneously with varying degrees of mechanization, ranging from the wholly manual methods, to those involving complete mechanization of the whole synthesis process. Most of the multiple synthesis methods are primarily intended for small scale production ranging from microgram amounts up to a few tens of milligrams. All of the systems are economical in use of solvents and reagents, enabling cost-effective synthesis. The techniques described can also be used to prepare peptide libraries, containing several millions of peptide sequences, to enable the rapid screening of all possible permutations of amino acids within short peptides. However, it is considered that multiple synthesis methods are not particularly suited where extreme high purity or very long peptides are required.

Automation↗

Solid-phase synthesis of heterocyclic aromates: applicability towards combinatorial chemistry; a review.

Because of their biological activity, stability in vivo, the rigid spatial positioning of their substituents, and their synthetic challenges, heterocyclic aromates continue to be of interest to both academic and industrial medicinal chemists. Currently, many drug-like heterocyclic aromates are prepared via solid-phase organic chemistry methods. This review examines the applicability of those methods towards combinatorial chemistry with respect to the basic demands of such an approach: 1) synthesis, work-up and subsequent purification should be easily automated enabling the efficient simultaneous synthesis of large numbers of highly pure compounds in a minimum amount of time, 2) large diversity among the ligands to be synthesized, 3) high conversion rates of the individual reaction steps, and 4) the use of commercially available starting materials. Although many methods have been developed for the synthesis of heterocyclic aromates, very few of the available methods enable the synthesis of highly diverse heteroaromatic libraries.

Catalysis↗

Parallel analysis of v-Src mutant protein function using reverse transfection cell arrays.

The conversion of the genomic information produced by the recent sequencing projects into a comprehensive understanding of the human proteome has yet to occur. A new technology that represents a potential bridge between genomics and proteomics is reverse transfection. Reverse transfection cell microarrays are produced by overlaying cDNA arrays with mammalian cells, generating localized clusters of transfected cells with each cluster overexpressing a unique protein. This miniaturized cell-based microarray format affords parallel functional analysis of thousands of cDNA constructs in a high throughput format. In this report we document the development of a co-transfection methodology for reverse transfection applications. The demonstrated high co-transfection efficiency with a "marker" plasmid encoding for GFP enables the identification of transfected cells and eliminates the need for epitope-tagged constructs in cell-based high throughput screening applications using reverse transfection. This co-transfection method was used to study in parallel the structure/function of multiple versions of the v-Src protein using automated fluorescence microscopy. The wild-type v-Src protein and four mutants having insertions or deletions in the SH2 or SH3 domains displayed high levels of tyrosine kinase activity in HEK293T cells. Three other mutated v-Src proteins, including a kinase-dead version, were shown to be defective for tyrosine kinase activity. This reverse co-transfection approach is applicable for high throughput screening of both cDNA libraries and positional scanning recombinant protein libraries.

Cell Line↗

Primary structure of a human trifunctional enzyme. Isolation of a cDNA encoding methylenetetrahydrofolate dehydrogenase-methenyltetrahydrofolate cyclohydrolase-formyltetrahydrofolate synthetase.

A DNA clone complementary to the messenger RNA encoding the human trifunctional enzyme 5,10-methylenetetrahydrofolate dehydrogenase-5,10-methenyl-tetrahydrofolate cyclohydrolase-10-formyltetrahydrofolate synthetase has been isolated from a lambda gt10 library. In vitro transcription-translation of the 3.1-kilobase cDNA clone yields a protein of 101 kDa, which is of identical size and exhibits the same immunoreactivity as the enzyme purified from human liver. A coding region of 2805 base pairs in the cDNA encodes a protein of 935 amino acids. The initiator methionine is absent from the purified enzyme and the amino-terminal 30 amino acids derived by automated sequence analysis are identical (arginine at position 18 was not identified) with that deduced from the nucleotide sequence. The amino acid sequence of the human enzyme shows extensive homology with that of the yeast enzyme, although the amino-terminal bifunctional dehydrogenase-cyclohydrolase domain is less homologous than the carboxyl-terminal synthetase domain. A region was identified which probably serves as a link between these two major domains of the human enzyme. The synthetase domain contains two regions that are homologous to consensus sequences for an ATP-binding site.

Amino Acid Sequence↗

A flexible PC-based physiological monitor for animal experiments.

We have developed a flexible physiological monitoring and analysis system for physiological studies in which data are obtained over extended periods. Our system uses low-cost personal computer hardware to concentrate data from existing multiple monitoring devices. All monitored parameters are displayed on a single screen and recorded in a single file. The system automates the process of physiological record keeping by providing continuous displays of vital signs. In addition, audible and visual alarms are produced when vital signs are outside of acceptable ranges, prompting the experimenter to take corrective actions. The central element of the system is a program running in a dedicated manner on an IBM PC-compatible computer. The program is written in the C language and makes use of a graphics library to display traces and analysis results in real time on any standard display for the PC. This program assigns the analog channels of an A/D board to particular physiological parameters by initially reading a configuration file, which also describes the alarm conditions and analysis routine for each parameter. All hardware specific code is isolated into well-defined modules. The program is both highly flexible with regard to different sets of parameters and highly portable for different experimental and computer environments.

Animals↗

Compound classification using image-based cellular phenotypes.

Compounds with similar target specificities and modes of inhibition cause similar cellular phenotypes. Based on this observation, we hypothesized that we could quantitatively classify compounds with diverse mechanisms of action using cellular phenotypes and identify compounds with unintended cellular activities within a chemical series. We have developed Cytometrix technologies, a highly automated image-based system capable of quantifying, clustering, and classifying changes in cellular phenotypes for this purpose. Using this system, 45 out of 51 known compounds were accurately classified into 12 distinct mechanisms of action. We also demonstrate microtubule-binding activity in one of seven related cytochalasin actin poisons. This technology can be used for a variety of drug discovery applications, including high-throughput primary screening of chemical and siRNA libraries and as a secondary assay to detect unintended activities and toxicities.

Actins↗

Human plasma prekallikrein, a zymogen to a serine protease that contains four tandem repeats.

The amino acid sequence of human plasma prekallikrein was determined by a combination of automated Edman degradation and cDNA sequencing techniques. Human plasma prekallikrein was fragmented with cyanogen bromide, and 13 homogeneous peptides were isolated and sequenced. Cyanogen bromide peptides containing carbohydrate were further digested with trypsin, and the peptides containing carbohydrate were isolated and sequenced. Five asparagine-linked carbohydrate attachment sites were identified. The sequence determined by Edman degradation was aligned with the amino acid sequence predicted from cDNAs isolated from a lambda gt11 expression library. This library contained cDNA inserts prepared from human liver poly(A) RNA. Analysis of the cDNA indicated that human plasma prekallikrein is synthesized as a precursor with a signal peptide of 19 amino acids. The mature form of the protein that circulates in blood is a single-chain polypeptide of 619 amino acids. Plasma prekallikrein is converted to plasma kallikrein by factor XIIa by the cleavage of an internal Arg-Ile bond. Plasma kallikrein is composed of a heavy chain (371 amino acids) and a light chain (248 amino acids), and these 2 chains are held together by a disulfide bond. The heavy chain of plasma kallikrein originates from the amino-terminal end of the zymogen and is composed of 4 tandem repeats that are 90 or 91 amino acid residues in length. These repeat sequences are also homologous to those in human factor XI. The light chain of plasma kallikrein contains the catalytic portion of the enzyme and is homologous to the trypsin family of serine proteases.

Amino Acid Sequence↗

Whole-genome validation of high-information-content fingerprinting.

Fluorescent-based high-information-content fingerprinting (HICF) techniques have recently been developed for physical mapping. These techniques make use of automated capillary DNA sequencing instruments to enable both high-resolution and high-throughput fingerprinting. In this article, we report the construction of a whole-genome HICF FPC map for maize (Zea mays subsp. mays cv B73), using a variant of HICF in which a type IIS restriction enzyme is used to generate the fluorescently labeled fragments. The HICF maize map was constructed from the same three maize bacterial artificial chromosome libraries as previously used for the whole-genome agarose FPC map, providing a unique opportunity for direct comparison of the agarose and HICF methods; as a result, it was found that HICF has substantially greater sensitivity in forming contigs. An improved assembly procedure is also described that uses automatic end-merging of contigs to reduce the effects of contamination and repetitive bands. Several new features in FPC v7.2 are presented, including shared-memory multiprocessing, which allows dramatically faster assemblies, and automatic end-merging, which permits more accurate assemblies. It is further shown that sequenced clones may be digested in silico and located accurately on the HICF assembly, despite size deviations that prevent the precise prediction of experimental fingerprints. Finally, repetitive bands are isolated, and their effect on the assembly is studied.

DNA Fingerprinting↗

Directed evolution and Phenomics screening of new biocatalysts.

Biodiversity screening and directed evolution are two fruitful complementary approaches for the discovery and design of novel biocatalysts. A new technology for directed evolution, L-Shuffling, has been designed and patented by Proteus. L-Shuffling technology offers several competitive advantages over other technologies including (i) directed evolution of large genes: L-Shuffling" means "Large-Shuffling"; (ii) high fidelity recombination and (iii) Control over location and frequency of recombination. The thousands of new recombinants generated by L-Shuffling can be further screened for their biochemical characteristics using Phenomics. Phenomics is a proprietary functional HTS technology designed and patented by Proteus for the screening of natural biodiversity as well as biodiversity generated by combinatorial biology. Phenomics is a function to gene structure approach which provides an alternative to genomics and proteomics. The traditional limits of expression libraries are thereby circumvented especially those related to cytotoxic products in usual or specific surrogate hosts. The quality of the answer given by the screening is directed dependent on the quality of the question asked. Thanks to a new substrates synthesis technology named CLIPS-O, the company can design highly specific molecules simulating the chemical structure and energetic state of the industrial substrates. The whole process of novel biocatalysts discovery has been automated using commercially available high throughput robotics.

Bacteria↗

Automatic segmentation of medical images using image registration: diagnostic and simulation applications.

Automatic identification of the boundaries of significant structure (segmentation) within a medical image is an are of ongoing research. Various approaches have been proposed but only two methods have achieved widespread use: manual delineation of boundaries and segmentation using intensity values. In this paper we describe an approach based on image registration. A reference image is prepared and segmented, by hand or otherwise. A patient image is registered to the reference image and the mapping then applied to ther reference segmentation to map it back to the patient image. In general a high-resolution nonlinear mapping is required to achieve accurate segmentation. This paper describes an algorithm that can efficiently generate such mappings, and outlines the uses of this tool in two relevant applications. An important feature of the approach described in this paper is that the algorithm is independent of the segmentation problem being addresses. All knowledge about the problem at hand is contained in files of reference data. A secondary benefit is that the continuous three-dimensional mapping generated is well suited to the generation of patient-specific numerical models (e.g. finite element meshes) from the library models. Smoothness constraints in the morphing algorithm tend to maintain the geometric quality of the reference mesh.

Algorithms↗

Robust estimation of the false discovery rate.

MOTIVATION: Presently available methods that use p-values to estimate or control the false discovery rate (FDR) implicitly assume that p-values are continuously distributed and based on two-sided tests. Therefore, it is difficult to reliably estimate the FDR when p-values are discrete or based on one-sided tests. RESULTS: A simple and robust method to estimate the FDR is proposed. The proposed method does not rely on implicit assumptions that tests are two-sided or yield continuously distributed p-values. The proposed method is proven to be conservative and have desirable large-sample properties. In addition, the proposed method was among the best performers across a series of 'real data simulations' comparing the performance of five currently available methods. AVAILABILITY: Libraries of S-plus and R routines to implement the method are freely available from www.stjuderesearch.org/depts/biostats.

Algorithms↗

The SPOT-synthesis technique. Synthetic peptide arrays on membrane supports--principles and applications.

Presented first in 1990 at the 21st European Peptide Symposium in Barcelona, Spain [Frank, R., Güler, S., Krause, S., Lindenmaier, W., 1991. Facile and rapid 'spot synthesis' of large numbers of peptides on membrane sheets. In: Giralt, E., Andreu, D. (Eds.) Peptides 1990, Proc. 21st Eur. Peptide Symp. ESCOM, Leiden, p. 151.], the SPOT-synthesis method opened up countless opportunities to synthesise and subsequently screen large numbers of synthetic peptides as well as other organic compounds arrayed on a planar cellulose support [Tetrahedron 48 (1992) 9217]. Already in 1991, a commercial kit for manual SPOT-synthesis became available through Cambridge Research Biochemicals (CRB, UK), and in 1993, a semi-automated SPOT-synthesiser, the ASP222, was launched by ABIMED Analysen-Technik, Germany. Both made the technique available to many research laboratories, even those not experienced in or equipped for chemistry. Although SPOT-synthesis is not as impressively miniaturised as, e.g. the Affymax photolithographic technique [Science 251 (1991) 767], it fulfils similar demands with the advantage of a reliable and easy experimental procedure, inexpensive equipment needs and a highly flexible array and library formatting. The method permits rapid and highly parallel synthesis of huge numbers of peptides and peptide mixtures (pools) including a large variety of unnatural building blocks, as well as a growing range of other organic compounds. Further advantages are related to the easy adaptability to a wide range of assay and screening methods such as binding, enzymatic and cellular assays, which allow in situ screening of chemical libraries due to the special properties of the membrane supports. Therefore, peptide arrays prepared by the SPOT-technique became quite popular tools for studying numerous aspects of molecular recognition, particularly in the field of molecular immunology.

Combinatorial Chemistry Techniques↗

Hepatic glutathione S-transferases in mice fed on a diet containing the anticarcinogenic antioxidant butylated hydroxyanisole. Isolation of mouse glutathione S-transferase heterodimers by gradient elution of the glutathione-Sepharose affinity matrix.

Induction of glutathione S-transferases (GSTs) is believed to represent an important mechanism whereby butylated hydroxyanisole inhibits chemical carcinogenesis. The soluble hepatic GSTs expressed by mice fed on normal diets are all homodimers comprising Ya3 (Mr 25,800), Yb1 (Mr 26,400) and Yf (Mr 24,800) subunits. In addition to these constitutively expressed GSTs, we have identified enzymes containing Ya1 (Mr 25,600), Ya2 (Mr 25,600), Yb2 (Mr 26,200) and Yb5 (Mr 26,500) subunits from the livers of Balb/c mice fed on diets containing butylated hydroxyanisole (BHA). Gradient affinity elution of GSH-Sepharose has been used to resolve the mouse liver enzymes into several discrete pools of activity from which GSTs were purified by cation-exchange chromatography. The inducible Mu-class Yb2 and Yb5 subunits were separately isolated as the heterodimers GST Yb1Yb2 and GST Yb1Yb5 and their catalytic properties are described; this showed that 1,2-dichloro-4-nitrobenzene and trans-4-phenylbut-3-en-2-one are marker substrates for the mouse Yb1 and Yb2 subunits respectively, but no discriminating model substrate was found that allows the identification of the Yb5 subunit. Individual GST subunits were resolved by reverse-phase h.p.l.c. and their amino acid compositions were determined. Certain subunits (Yb1, Yb2, Yb5 and Yf) were also subjected to automated amino acid sequence analysis, and this demonstrated that the Yb5 subunit has a blocked N-terminus. The mouse Yb1, Yb2 and Yb5 subunits from the major inducible Mu-class heterodimers were cleaved with CNBr and purified peptides from the Yb2 and Yb5 subunits were sequenced. These data show that the Yb2 subunit is distinct from the GSTs that are encoded by the cDNAs that have been cloned from mouse liver cDNA libraries but possesses identity with the protein that is encoded by pmGT2, a cDNA isolated from a mouse fibroblast cell line by Townsend, Goldsmith, Pickett & Cowan [(1989) J. Biol. Chem. 264. 21582-21590]. The sequence data also show that the cDNA encoding the mouse Yb5 subunit has not, to date, been cloned, and the relationship between this subunit and Mu-class GSTs in other species that possess a blocked N-terminus (e.g. rat GST YoYo) is discussed.

Amino Acid Sequence↗

A multilingual self-administered symptom history.

A multilingual computer-derived symptom history was developed from a two-stage yes-no symptom questionaire, based on a library of 4,000 numbered questions. The English primary and secondary questionaires were translated into German, Italian, French, Spanish, Greek and Yugoslav. "Yes" answers to the numbered primary questions presented in these languages were processed by a computer that generated individualized secondary questions in the same language. "Yes" answers to these numbered questions were processed by a second computer program that printed out the narrative history in English. As well as other benefits of automated symptom histories, there is now a facility for the computer to acquire a patient's history in one language and print it out in any other.

Computers↗

Purification, molecular cloning, and sequencing of salivary cystatin SA-1.

A "long form" salivary thiol protease inhibitor, designated cystatin SA-I, was purified to homogeneity from human submandibular-sublingual saliva by sequential gel filtration and ion-exchange chromatography. Automated peptide sequencing data revealed that cystatin SA-I shares sequence homologies with salivary cystatin SN, except that it contains an additional octapeptide at its NH2 terminus. To further characterize the molecular basis of salivary cystatin diversity, a mixed-base oligonucleotide probe corresponding to a region within the NH2-terminal sequence of the salivary cystatins was synthesized. This probe was used to screen a portion of a human submandibular gland cDNA library. The cDNA insert of a clone, designated pBR HSMSF 10G5.1, carried the entire peptide coding sequence of cystatin SA-I. The secretory peptide signal coding sequence was immediately followed by a sequence encoding the eight amino acid residues found at the NH2 terminus of purified cystatin SA-I. To estimate the number of genes encoding cystatins in the human genome, fragments of the pBR HSMSF 10G5.1 insert were used as probes in Southern blot analyses of human genomic DNA. These analyses revealed that the human genome carries 4-7 homologous cystatin genes. Collectively, our data suggest that some of the diversity in salivary cystatins could be generated by expression of different members of a multigene family and by posttranslational proteolytic cleavage of NH2-terminal regions (cystatin SA-I to cystatin SN).

Amino Acid Sequence↗

Isolation and characterization of the gene encoding the starch debranching enzyme limit dextrinase from germinating barley.

The gene encoding the starch debranching enzyme limit dextrinase, LD, from barley (Hordeum vulgare), was isolated from a genomic phage library using a barley cDNA clone as probe. The gene encodes a protein of 904 amino acid residues with a calculated molecular mass of 98.6 kDa. This is in agreement with a value of 105 kDa estimated by SDS-PAGE. The coding sequence is interrupted by 26 introns varying in length from 93 bp to 825 bp. The 27 exons vary in length from 53 bp to 197 bp. Southern blot analysis shows that the limit dextrinase gene is present as a single copy in the barley genome. Gene expression is high during germination and the steady state transcription level reaches a maximum at day 5 of germination. The deduced amino acid sequence corresponds to the protein sequence of limit dextrinase purified from germinating malt, as determined by automated N-terminal sequencing of tryptic fragments coupled with matrix assisted laser desorption mass spectrometry. The sequenced peptide fragments cover 70% of the entire protein sequence, which shows 62% and 77% identity to that of starch debranching enzymes from spinach and rice and 37% identity to Klebsiella pullulanase. Sequence alignment supports the multidomain architecture and identifies both secondary structure elements of the catalytic (beta/alpha)8-barrel substrate, catalytic residues, and specificity associated motifs characteristic of members of the glycoside hydrolase family 13 which cleave alpha-1,6-glucosidic bonds. A remarkable distribution of the secondary structure elements to individual exons is observed.

Amino Acid Sequence↗

A framework for scientific data modeling and automated software development.

MOTIVATION: The lack of standards for storage and exchange of data is a serious hindrance for the large-scale data deposition, data mining and program interoperability that is becoming increasingly important in bioinformatics. The problem lies not only in defining and maintaining the standards, but also in convincing scientists and application programmers with a wide variety of backgrounds and interests to adhere to them. RESULTS: We present a UML-based programming framework for the modeling of data and the automated production of software to manipulate that data. Our approach allows one to make an abstract description of the structure of the data used in a particular scientific field and then use it to generate fully functional computer code for data access and input/output routines for data storage, together with accompanying documentation. This code can be generated simultaneously for different programming languages from a single model, together with, for example for format descriptions and I/O libraries XML and various relational databases. The framework is entirely general and could be applied in any subject area. We have used this approach to generate a data exchange standard for structural biology and analysis software for macromolecular NMR spectroscopy. AVAILABILITY: The framework is available under the GPL license, the data exchange standard with generated subroutine libraries under the LGPL license. Both may be found at http://www.ccpn.ac.uk; http://sourceforge.net/projects/ccpn CONTACT: ccpn@mole.bio.cam.ac.uk.

Biopolymers↗