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PubMed2006

Automated protein-ligand crystallography for structure-based drug design.

An approach to automate protein-ligand crystallography is presented, with the aim of increasing the number of structures available to structure-based drug design. The methods we propose deal with the automatic interpretation of diffraction data for targets with known protein structures, and provide easy access to the results. Central to the system is a novel procedure that fully automates the placement of ligands into electron density maps. Automation provides an objective way to structure solution, whereas manual placement can be rather subjective, especially for data of low to medium resolution. Ligands are placed by docking into electron density, whilst taking care of protein-ligand interactions. The ligand fitting procedure has been validated on both public domain and in-house examples. Some of the latter deal with cocktails of low-molecular weight compounds, as used in fragment-based drug discovery by crystallography. For such library-screening experiments we show that the method can automatically identify which of the compounds from a cocktail is bound.

Crystallography, X-Ray↗
PubMed2007

Cancer cell-based genomic and small molecule screens.

This chapter focuses on the promising post-genomic technologies being used for discovery of new, safer, and better cancer drugs and drug targets. Since cancer is largely a disease of the cell, usually involving unrestricted cell proliferation as a result of heritable genetic changes such as mutation, this chapter will focus on cell-centric technologies and their utility in addressing major questions in cancer biology. Recent advances in cell-based technology, including phenotypic assays, image-based readouts, primary tumor cell growth and maintenance in vitro, gene and small molecule delivery tools, and automated systems for cell manipulation, provide a novel means to understand the etiology and mechanisms of cancer as never before. In addition to the abundant tool sophistication, many aspects of cancer can be emulated and monitored in cell systems, which makes them ideal vehicles for exploitation to discover new targets and drugs. This chapter will first handle nomenclature and provide a context for a "good drug target" within the framework of the human genome, then overview functional genomic gene-based library screening approaches with specific applications to cancer target discovery. Second, small molecule screening applications will be handled, with an emphasis on the new paradigm of massively parallel screening and resultant multidimensional dataset analysis approaches to identify drug candidates, assign mechanism of action, and address problems in deriving selective and safe chemical entities.

Animals↗
PubMed1998

Comparative and library epidemiological typing systems: outbreak investigations versus surveillance systems.

A number of high-resolution molecular typing systems have been developed in recent years. Their availability raises the new issues of selecting the method (s) best suited for a particular purpose and interpreting and communicating typing results. Most of the currently available methods are comparative only: they allow testing of a sample of isolates for delineation of those closely related from those markedly different in genomic backgrounds. This approach is adequate for outbreak investigation, allowing determination of clonal spread in a microenvironment and identification of the source of infection. Comparative methods with sufficient resolution for most pathogens include restriction fragment-length polymorphism (RFLP), pulsed-field gel electrophoresis (PFGE), and arbitrarily primed and randomly amplified polymorphic DNA-polymerase chain reaction (PCR) analysis. For surveillance systems, monitoring clonal spread and prevalence in populations over extended periods of time requires library typing systems. These must be standardized, must have a high throughput, and must use a uniform nomenclature. Promising or validated methods include serotyping, insertion sequence fingerprinting, ribotyping, PFGE, amplified fragment-length polymorphism (AFLP), infrequent-restriction-site amplification PCR, interrepetitive element PCR typing (rep-PCR) and PCR-RFLP of polymorphic loci. PCR methods generating arrays of size-specific amplicons (AFLP, rep-PCR) can be more reproducibly analyzed by using denaturing polyacrylamide gel or capillary electrophoresis with automated laser detection. Binary probe typing systems appear optimal and should be enhanced further through use of DNA chip technology. In these systems, amplification of polymorphic regions is followed by solid-phase hybridization with a reference panel of sequence-variant specific probes. The resulting binary type results allow determination of reproducible, numeric profiles. However, interpretation and nomenclature of typing results for large-scale surveillance purposes still require a better understanding of population structure and microevolution of most microbial pathogens.

Bacterial Infections↗
PubMed2003

Phenotypic screening of small molecule libraries by high throughput cell imaging.

We have developed high throughput fluorescence cell imaging methods to screen chemical libraries for compounds with effects on diverse aspects of cell physiology. We describe screens for compounds that arrest cells in mitosis, that block cell migration, and that block the secretory pathway. Each of these screens yielded specific inhibitors for research use, and the mitosis screen identified Eg5 as a potential target protein for cancer chemotherapy. Cell imaging provides a large amount of information from primary screening data that can be used to distinguish compounds with different effects on cells, and together with automated analysis, to quantitate compound effects.

Animals↗
PubMed1991

Simple luminometric assay to detect phosphoinositol-linked receptor expression in Xenopus oocytes.

A simple and sensitive method to measure the expression of phosphoinositol-linked receptors in Xenopus laevis oocytes is described. Oocytes are co-injected with the calcium photoprotein aequorin and RNA, encoding the receptor of interest. The binding of ligand to the expressed receptor increases intracellular calcium that induces the aequorin to luminesce. With an autosampler-equipped luminometer, this provides a fully automated assay of receptor expression of oocytes. This method was applied to cloning the bombesin/GRP receptor expressed in Swiss 3T3 fibroblasts. Oocytes expressing the cloned BR showed up to a 10,000-fold increase in light emission in response to bombesin. The sensitivity of this procedure allowed detection of positive luminometer signals in single oocytes injected with RNA transcribed from cDNA pools as large as 25,000 clones. These findings show the potential value of this procedure for rapid screening of expression libraries, structure/function analysis of receptors and analysis of receptor antagonists or agonists.

Aequorin↗
PubMed2006

EVEREST: automatic identification and classification of protein domains in all protein sequences.

BACKGROUND: Proteins are comprised of one or several building blocks, known as domains. Such domains can be classified into families according to their evolutionary origin. Whereas sequencing technologies have advanced immensely in recent years, there are no matching computational methodologies for large-scale determination of protein domains and their boundaries. We provide and rigorously evaluate a novel set of domain families that is automatically generated from sequence data. Our domain family identification process, called EVEREST (EVolutionary Ensembles of REcurrent SegmenTs), begins by constructing a library of protein segments that emerge in an all vs. all pairwise sequence comparison. It then proceeds to cluster these segments into putative domain families. The selection of the best putative families is done using machine learning techniques. A statistical model is then created for each of the chosen families. This procedure is then iterated: the aforementioned statistical models are used to scan all protein sequences, to recreate a library of segments and to cluster them again. RESULTS: Processing the Swiss-Prot section of the UniProt Knoledgebase, release 7.2, EVEREST defines 20,230 domains, covering 85% of the amino acids of the Swiss-Prot database. EVEREST annotates 11,852 proteins (6% of the database) that are not annotated by Pfam A. In addition, in 43,086 proteins (20% of the database), EVEREST annotates a part of the protein that is not annotated by Pfam A. Performance tests show that EVEREST recovers 56% of Pfam A families and 63% of SCOP families with high accuracy, and suggests previously unknown domain families with at least 51% fidelity. EVEREST domains are often a combination of domains as defined by Pfam or SCOP and are frequently sub-domains of such domains. CONCLUSION: The EVEREST process and its output domain families provide an exhaustive and validated view of the protein domain world that is automatically generated from sequence data. The EVEREST library of domain families, accessible for browsing and download at 1, provides a complementary view to that provided by other existing libraries. Furthermore, since it is automatic, the EVEREST process is scalable and we will run it in the future on larger databases as well. The EVEREST source files are available for download from the EVEREST web site.

Cluster Analysis↗
PubMed2006

Design, parallel synthesis and SAR of novel urotensin II receptor agonists.

A 30-membered library of amides based on the potent urotensin II (UII) receptor agonist FL104, has been synthesized from ten different carboxylic acids and three amines. A synthetic protocol producing the amides in 47-98% yield has been developed in which the purification involved only extractions and in a few cases filtration through an ion-exchange resin. It was found that 5mg of starting material was enough to obtain reproducible results and excellent purities. Thus, the procedure is estimated to be transferable to fully automated systems. The synthesized compounds were evaluated for their UII receptor agonistic activities using a cell-based assay (R-SAT). The most active compounds were the 4-trifluoromethylcinnamic amides of 1-(4-chlorophenyl)-3-dimethylamino-propylamine and 1-(2-naphthyl)-3-dimethylamino-propylamine, both showed EC(50) values of 130 nM.

Animals↗
PubMed1987

cDNA and deduced amino acid sequence of human pulmonary surfactant-associated proteolipid SPL(Phe).

Hydrophobic surfactant-associated protein of Mr 6000-14,000 was isolated from ether/ethanol or chloroform/methanol extracts of mammalian pulmonary surfactant. Automated Edman degradation in a gas-phase sequencer showed the major N-terminus of the human low molecular weight protein to be Phe-Pro-Ile-Pro-Leu-Pro-Tyr-Cys-Trp-Leu-Cys-Arg-Ala-Leu-. Because of the N-terminal phenylalanine, the surfactant protein was designated SPL(Phe). Antiserum generated against hydrophobic surfactant protein(s) from bovine pulmonary surfactant recognized protein of Mr 6000-14,000 in immunoblot analysis and was used to screen a lambda gt11 expression library constructed from adult human lung poly(A)+ RNA. This resulted in identification of a 1.4-kilobase cDNA clone that was shown to encode the N-terminus of the surfactant polypeptide SPL(Phe) (Phe-Pro-Ile-Pro-Leu-Pro-) within an open reading frame for a larger protein. Expression of a fused beta-galactosidase-SPL(Phe) gene in Escherichia coli yielded an immunoreactive Mr 34,000 fusion peptide. Hybrid-arrested translation with this cDNA and immunoprecipitation of [35S]methionine-labeled in vitro translation products of human poly(A)+ RNA with a surfactant polyclonal antibody resulted in identification of a Mr 40,000 precursor protein. Blot hybridization analysis of electrophoretically fractionated RNA from human lung detected a 2.0-kilobase RNA that was more abundant in adult lung than in fetal lung. The larger RNA and translation product indicates that SPL(Phe) is derived by proteolysis of a large polypeptide precursor. The amino acid sequence of the predicted protein, beginning Phe-Pro-Ile-Pro-Leu-Pro-Try-, comprises a hydrophobic peptide that is a major protein component of surfactant lipid extracts used successfully to treat hyaline membrane disease in newborn infants. These proteins, and specifically SPL(Phe), may therefore be useful for synthesis of replacement surfactants for treatment of hyaline membrane disease in newborn infants or of other surfactant-deficient states.

Amino Acid Sequence↗
PubMed2003

Prospective study of the performance of vibrational spectroscopies for rapid identification of bacterial and fungal pathogens recovered from blood cultures.

Rapid identification of microbial pathogens reduces infection-related morbidity and mortality of hospitalized patients. Raman spectra and Fourier transform infrared (IR) spectra constitute highly specific spectroscopic fingerprints of microorganisms by which they can be identified. Little biomass is required, so that spectra of microcolonies can be obtained. A prospective clinical study was carried out in which the causative pathogens of bloodstream infections in hospitalized patients were identified. Reference libraries of Raman and IR spectra of bacterial and yeast pathogens highly prevalent in bloodstream infections were created. They were used to develop identification models based on linear discriminant analysis and artificial neural networks. These models were tested by carrying out vibrational spectroscopic identification in parallel with routine diagnostic phenotypic identification. Whereas routine identification has a typical turnaround time of 1 to 2 days, Raman and IR spectra of microcolonies were collected 6 to 8 h after microbial growth was detected by an automated blood culture system. One hundred fifteen samples were analyzed by Raman spectroscopy, of which 109 contained bacteria and 6 contained yeasts. One hundred twenty-one samples were analyzed by IR spectroscopy. Of these, 114 yielded bacteria and 7 were positive for yeasts. High identification accuracy was achieved in both the Raman (92.2%, 106 of 115) and IR (98.3%, 119 of 121) studies. Vibrational spectroscopic techniques enable simple, rapid, and accurate microbial identification. These advantages can be easily transferred to other applications in diagnostic microbiology, e.g., to accelerate identification of fastidious microorganisms.

Bacteria↗
PubMed2006

New screening method for basic compounds in urine by on-line extraction-high-performance liquid chromatography with photodiode-array detection.

A fully automated, qualitative screening HPLC method for the identification of basic compounds in urine has been developed. A 1-ml volume of urine was extracted by on-line extraction and separated on two coupled strong cation-exchange (SCX) columns (2 x LunaSCX, 150 mm x 4.6 mm, 5 microm) under isocratic conditions. The mobile phase consisted of a mixture of potassium dihydrogenphosphate buffer (pH 2.3) and acetonitrile. The use of photodiode-array detection (DAD, lambda = 190-800 nm) gave access to a library of approximately 2600 toxicologically relevant compounds. The validated method is reliable, simple and in addition successfully proven with the analysis of real biological specimen for the routine use.

Alkaloids↗
PubMed2004

Recognition of multiple patterns in unaligned sets of sequences: comparison of kernel clustering method with other methods.

MOTIVATION: Transcription factor binding sites often differ significantly in their primary sequence and can hardly be aligned. Often one set of sites can contain several subsets of sequences that follow not just one but several different patterns. There is a need for sensitive methods to reveal multiple patterns in unaligned sets of sequences. RESULTS: We developed a novel method for analysis of unaligned sets of sequences based on kernel estimation. The method is able to reveal 'multiple local patterns'-a set of weight matrices. Every weight matrix characterizes a pattern that can be found in a significant subset of sequences under analysis. The method developed has been compared with several other methods of pattern discovery such as Gibbs sampling, MEME, CONSENSUS, MULTIPROFILER and PROJECTION. The kernel method showed the best performance in terms of how close the revealed weight matrices are to the original ones. We applied the kernel method to analyze three samples of promoters (cell-cycle, T-cells and muscle-specific). We compared the multiple patterns revealed with the TRANSFAC library of weight matrices and found a strong similarity to several weight matrices for transcription factors known to be involved in the mentioned specific gene regulation. AVAILABILITY: The program is available for on-line use at: http://www.biobase.de/cgi-bin/biobase/cbs2/bin/template.cgi?template=cbscall.html

Algorithms↗
PubMed1987

Isolation of cDNA clones coding for rat isovaleryl-CoA dehydrogenase and assignment of the gene to human chromosome 15.

Rat liver mRNA encoding the cytoplasmic precursor of mitochondrial isovaleryl-CoA dehydrogenase was highly enriched by polysome immunopurification using a polyclonal monospecific antibody. The purified mRNA was used to prepare a plasmid cDNA library which was screened with two oligonucleotide mixtures encoding two peptides in the amino-terminal portion of mature rat isovaleryl-CoA dehydrogenase. Thirty-one overlapping cDNA clones, spanning a region of 2.1 kbp, were isolated and characterized. The cDNA sequence of a 5'-end clone, rIVD-13 (155 bp), predicts a mitochondrial leader peptide of 30 amino acid residues and the first 18 amino acids of the mature protein. These consecutive 18 residues completely matched the amino-terminal peptide determined by automated Edman degradation of the rat enzyme. The leader peptide contains six arginines, has no acidic residues, and is particularly rich in leucine, alanine, and proline residues. Southern blot analysis of DNAs from human-rodent somatic cell hybrids with an isolated rat cDNA (2 kbp) assigned the isovaleryl-CoA dehydrogenase gene to the long arm of chromosome 15, region q14----qter. The chromosomal assignment was confirmed and further refined to bands q14----q15 by in situ hybridization of the probe to human metaphase cells. This location differs from that of the gene for medium-chain acyl-CoA dehydrogenase, a closely related enzyme, which has been previously assigned to chromosome 1.

Animals↗
PubMed2003

Provider-patient interaction in diabetes care: effects on patient self-care and outcomes. A systematic review.

A systematic review of the research literature using Medline, Embase, Psyclit/Psycinfo and the Cochrane Library files 1980 through 2001, identified only eight publications based on well-designed studies involving randomised controlled trials (RCTs)--testing the effects of modification of provider-patient interaction and provider consulting style on patient diabetes self-care and diabetes outcomes, in general practice or hospital outpatient settings. Review of these publications leads to the tentative conclusion that focusing on patient behaviour--directly enhancing patient participation i.e. by assistant-guided patient preparation for visits to doctors, empowering group education, group consultations, or automated telephone management--is more effective than focusing on provider behaviour to change their consulting style into a more patient-centred one. The latter proves hard to sustain, needs intensive support, and is not very effective in improving patient self-care and health outcomes when executed alone. Patient behaviour focused interventions show good efficacy and efficiency, and improve patient self-care and diabetes outcomes. More well-designed intervention studies focusing on enhancing patient participation in primary and hospital outpatient diabetes care are needed.

Diabetes Mellitus↗
PubMed2000

Analysis of the genome of an alkaliphilic Bacillus strain from an industrial point of view.

Bacillus species and other microbes with pH optima for growth higher than pH 9 are defined as alkaliphiles. A large number of alkaliphilic Bacillus strains producing useful enzymes, have been isolated from various environments. Some of these enzymes, such as proteases and cellulases from alkaliphilic Bacillus strains, have been commercialized and have brought great advantages to industry and domestic life. To support further development of the enzyme industry, we initiated analysis of the genome of Bacillus halodurans C-125, which is 4.25Mb in size, and constructed a physical and genetic map for comparison with the Bacillus subtilis chromosome. Systematic sequencing of the whole genome of Bacillus halodurans C-125 has been automated since the beginning of May 1998, and sequencing of 98% of the whole genome has been done so far. Through genome analysis, it became apparent that the genome organization of alkaliphilic Bacillus halodurans C-125 is totally different from that of B. subtilis orthologues.

Alkalies↗
PubMedDate not supplied

Selection of modified oligonucleotides with increased target affinity via MALDI-monitored nuclease survival assays.

Reported here is how modified oligonucleotides with increased affinity for DNA or RNA target strands can be selected from small combinatorial libraries via spectrometrically monitored selection experiments (SMOSE). The extent to which target strands retard the degradation of 5'-acyl-, 5'-aminoacyl-, and 5'-dipeptidyl-oligodeoxyribonucleotides by phosphodiesterase I (EC 3.1.4.1) was measured via quantitative MALDI-TOF mass spectrometry. Oligonucleotide hybrids were prepared on solid support, and nuclease selections were performed with up to 10 modified oligonucleotides in one solution. The mass spectrometrically monitored experiments required between 120 and 300 pmol of each modified oligonucleotide, depending on whether HPLC-purified or crude compounds were employed. Data acquisition and analysis were optimized to proceed in semiautomated fashion, and functions correcting for incomplete degradation during the monitoring time were developed. Integration of the degradation kinetics provided "protection factors" that correlate well with melting points obtained with traditional UV melting curves employing single, pure compounds. Among the components of the five libraries tested, three were found to contain 5'-substituents that strongly stabilize Watson--Crick duplexes. Selecting and optimizing modified oligonucleotides via monitored nuclease assays may offer a more efficient way to search for new antisense agents, hybridization probes, and biochemical tools.

Automation↗
PubMed2004

Image restoration of arbitrarily warped documents.

We present a framework for acquiring and restoring images of warped documents. The purpose of our restoration is to create a planar representation of a once planar document that has undergone an arbitrary and unknown rigid deformation. To accomplish this restoration, our framework acquires and flattens the 3D shape of a warped document to determine a nonlinear image transform that can correct for image distortion caused by the document's shape. Our framework is designed for use in library and museum digitization efforts where very old and badly damaged manuscripts are imaged.

Algorithms↗
PubMed1991

Standardization of a multi-wavelength UV detector for liquid chromatography-based toxicological analysis.

The performance of a multi-wavelength UV detector for automated drug identification following liquid chromatographic separation was evaluated. The ability of selected wavelength ratios to distinguish two closely related drugs was considered at different concentrations. Calibration of the detector based on wavelength ratios was then utilized to standardize two different detectors and to evaluate instrument-to-instrument variation of a series of detectors. Reproducibility of the second-derivative zero intercept for these drug spectra was also evaluated. Standardization of detector performance by reference to these two parameters permitted the transfer of UV spectral libraries stored on one instrument to another without compromising the reliability of qualitative data.

Amphetamines↗
PubMed1996

Co-operativity of hexamer ligation.

The SPEL-6 (sequential rimer elongation by ligation of 6-mers) procedure is based on the assembly of DNA primers by ligation of three or more hexamers taken from a library of 4096 hexamers. In this way, the synthesized primers enable DNA sequencing by primer walking. Ligation by both T4 DNA ligase and Rhodothermus marinus thermophilic DNA ligase is highly cooperative. Sequencing ladders obtained with 18-60-nucleotide (nt) primers (produced by ligation of three to ten hexamers using T4 DNA ligase) were all of high quality, with no spurious bands. R. marinus DNA ligase requires at least seven hexamers for successful primer synthesis. Long primers (up to 60 nt), which are easy to obtain, especially by automated ligation, offer a definite advantage in DNA priming in regions with pronounced secondary structure. Moreover, the SPEL-6 procedure for DNA sequencing reduces the sequencing effort manifold. An additional application of hexamer ligation is the detection of point mutants, as described here.

DNA Ligases↗