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PubMed2000

Utilization of oriented peptide libraries to identify substrate motifs selected by ATM.

The ataxia telangiectasia mutated (ATM) gene encodes a serine/threonine protein kinase that plays a critical role in genomic surveillance and development. Here, we use a peptide library approach to define the in vitro substrate specificity of ATM kinase activity. The peptide library analysis identified an optimal sequence with a central core motif of LSQE that is preferentially phosphorylated by ATM. The contributions of the amino acids surrounding serine in the LSQE motif were assessed by utilizing specific peptide libraries or individual peptide substrates. All amino acids comprising the LSQE sequence were critical for maximum peptide substrate suitability for ATM. The DNA-dependent protein kinase (DNA-PK), a Ser/Thr kinase related to ATM and important in DNA repair, was compared with ATM in terms of peptide substrate selectivity. DNA-PK was found to be unique in its preference of neighboring amino acids to the phosphorylated serine. Peptide library analyses defined a preferred amino acid motif for ATM that permits clear distinctions between ATM and DNA-PK kinase activity. Data base searches using the library-derived ATM sequence identified previously characterized substrates of ATM, as well as novel candidate substrate targets that may function downstream in ATM-directed signaling pathways.

Amino Acid Motifs↗
PubMed2001

Optimal design features of camelized human single-domain antibody libraries.

We have constructed a human V(H) library based on a camelized V(H) sequence. The library was constructed with complete randomization of 19 of the 23 CDR3 residues and was panned against two monoclonal antibody targets to generate V(H) sequences for determination of the antigen contact residue positions. Furthermore, the feasibility and desirability of introducing a disulfide bridge between CDR1 and CDR3 was investigated. Sequences derived from the library showed a bias toward the use of C-terminal CDR3 residues as antigen contact residues. Mass spectrometric analyses indicated that CDR1-CDR3 disulfide formation was universal. However, surface plasmon resonance and NMR data showed that the CDR3 constraint imposed by the disulfide bridge was not always desirable. Very high yields of soluble protein products and lack of protein aggregation, as demonstrated by the quality of the (1)H-(15)N HSQC spectra, indicated that the V(H) sequence for library construction was a good choice. These results should be useful in the design of V(H) libraries with optimal features.

Amino Acid Sequence↗
PubMed2003

Protective immunity induced by DNA-library immunization against an intracellular bacterial infection.

DNA-based immunization has shown to be a viable alternative approach to induce protective immunity against Brucella abortus infection. However, the use of a unique gene may not be sufficient to induce full protection. Therefore, a new strategy based on library immunization has been described to improve the level of protection against different pathogens and to identify new protective genes. In the present study, a B. abortus library was subcloned into the mammalian expression vector pCMV-Ubi. This plasmid was designed to create a fusion between the gene of interest with ubiquitin. The analysis of this Brucella-library showed approximately 72% of clones containing inserts with an average size of 500-2000 bp. Further, homology searches were performed using the BLASTn program, and all sequenced clones showed homology with Brucella genes, as expected. BALB/c mice immunised intramuscularly with the Brucella genomic expression library showed a strong specific total IgG antibody response to a Brucella protein extract, with production of IgG1 and IgG2a isotypes. Regarding cellular immunity, high levels of IFN-gamma and no IL-4 were detected in primed mouse splenocytes and partial protection against infection was reached in animals vaccinated with the Brucella library compared to the control group.

Animals↗
PubMed2004

Novel long-circulating liposomes containing peptide library-lipid conjugates: synthesis and in vivo behavior.

Rapid uptake of intravenously injected liposomes by the mononuclear phagocyte system has limited their use as drug delivery vehicles. Recently, various long-circulating liposomes have been prepared by incorporating glycolipids or other amphiphilic molecules into the lipid bilayer of conventional liposomes. The purpose of the present study was to design a new class of biodegradable membrane modifiers that would increase the half-life of liposomes in vivo. Using solid-phase peptide synthesis, synthesized were 30-residue random libraries consisting of a random sequence of glycine, beta-alanine and gamma-aminobutyric acid. The libraries were coupled to stearic acid (SA) or phosphatidylethanolamine (PE). The resulting amphiphilic conjugates were mixed with egg phosphatidylcholine (PC) and cholesterol (Chol) in a 6:47:47 ratio, and unilamellar liposomes were prepared. For comparison, plain PC/Chol (50:50) liposomes, as well as liposomes containing polyethylene glycol (PEG)-SA/PC/Chol (6:47:47) and PEG-PE/PC/Chol (6:47:47) were also prepared. Calcein was entrapped in the liposomes, which were given intravenously to rats at a dose of 9.2 mumol lipid/kg, and the amount of intact liposomes present in serum was followed with time. While the conventional liposomes had a short elimination half-life (28 min), the liposomes modified with library-PE had a much longer half-life (170 min), while library-SA provided no improvement of the liposome pharmacokinetics. PEG-PE greatly improved the half-life of the liposomes (400 min) while PEG-SA only provided a marginal improvement. All liposome preparations were cleared in a biphasic fashion. In conclusion, a novel biodegradable lipopeptide conjugate was designed that endows liposomes with a prolonged circulation time in vivo. The pharmacokinetic profile of these modified liposomes was drastically improved over that of conventional liposomes. Since the library is prepared by solid-phase synthesis, length and/or composition could easily be modified in order to modulate the clearance profile of the liposomes. Tailoring of the pharmacokinetic profile of the liposomes depending on their intended application may allow for a greater flexibility of use than PEG-PE.

Animals↗
PubMed2003

DNA library design for molecular computation.

A novel approach to designing a DNA library for molecular computation is presented. The method is employed for encoding binary information in DNA molecules. It aims to achieve a practical discrimination between perfectly matched DNA oligomers and those with mismatches in a large pool of different molecules. The approach takes into account the ability of DNA strands to hybridize in complex structures like hairpins, internal loops, or bulge loops and computes the stability of the hybrids formed based on thermodynamic data. A dynamic programming algorithm is applied to calculate the partition function for the ensemble of structures, which play a role in the hybridization reaction. The applicability of the method is demonstrated by the design of a twelve-bit DNA library. The library is constructed and experimentally tested using molecular biology tools. The results show a high level of specific hybridization achieved for all library words under identical conditions. The method is also applicable for the design of primers for PCR, DNA sequences for isothermal amplification reactions, and capture probes in DNA-chip arrays. The library could be applied for integrated DNA computing of twelve-bit instances of NP-complete combinatorial problems by multi-step DNA selection in microflow reactors.

Algorithms↗
PubMed2003

Privileged structure-based combinatorial libraries targeting G protein-coupled receptors.

Combinatorial chemistry has become a key component of today's drug discovery process. Privileged structures, with their inherent affinity for diverse biological receptors, represent an ideal source of core scaffolds and capping fragments for the design and synthesis of combinatorial libraries targeted at various receptors. GPCRs-distributed widely in the body and involved in many physiological and pathophysiological processes-have been historically among the most popular targets for drug discovery. Numerous privileged structure-based combinatorial libraries have been designed and synthesized, and these libraries have proved to be an extremely powerful tool to aid the rapid discovery and optimization of potent and selective ligands for a wide variety of GPCR targets. This review focuses on recent developments in applying privileged structure-based combinatorial libraries for the discovery and optimization of GPCR ligands and critically evaluates the advantages of the various types of GPCR-targeted libraries.

Combinatorial Chemistry Techniques↗
PubMed2004

An empirical Bayesian significance test of cDNA library data.

Automated high-throughput sequencing of cDNA clones from numerous libraries has generated a wealth of information about both genome sequence and relative transcript abundances. A common statistical challenge in the analysis of library sequences is to infer whether there is differential expression for the same transcript under two different conditions, such as normal and diseased tissue. In contrast to the continuously variable intensity measurements from microarray experiments, data from cDNA library sequencing presents itself as a discrete count of the incidence of some clone or transcript in a finite sample. In this paper, we first propose a statistical model for data generated from cDNA library sequencing efforts. The model is based on the Poisson mixed with generalized inverse Gaussian (PGIG), introduced by Sichel (1971, 1975). PGIG has been used in modeling population abundance, ecological studies, word frequencies in publications, etc. Using data from the literature, we show that the proposed model provides a good fit to the observed data. Using this new model for cDNA library data, we developed an empirical Bayesian significance test (EBST) for inferring the statistical significance of differential gene expression from discrete data.

Bayes Theorem↗
PubMed2004

ROLL: a method of preparation of gene-specific oligonucleotide libraries.

The selection of nucleic acid sequences capable of specifically and efficiently hybridizing to target sequences is crucial to the success of many applications, including microarrays, PCR and other amplification procedures, antisense inhibition, ribozyme-mediated cleavage, and RNA interference (RNAi). Methods of selection using nucleotide sequence libraries have several advantages over rational approaches using defined sequences. However, the high complexity of completely random (degenerate) libraries and their high toxicity in cell-based assays make their use in many applications impractical. Gene-specific oligonucleotide libraries, which contain all possible sequences of a certain length occurring within a given gene, have much lower complexity and, thus, can significantly simplify and accelerate sequence screening. Here, we describe a new method for the preparation of gene-specific libraries using the ligation of randomized oligonucleotide probes hybridized adjacently on target polynucleotide templates followed by PCR amplification. We call this method random oligonucleotide ligated libraries (ROLL).

Base Sequence↗
PubMed2000

A minimal tiling path cosmid library for functional analysis of the Pseudomonas aeruginosa PAO1 genome.

Pseudomonas aeruginosa is an important pathogenic and environmental bacterium, with the most widely studied strain being PAO1. Using the PAO1 reference cosmid library and the recently completed PAO1 genome sequence, we have mapped a minimal tiling path across the genome using a two-step strategy. First, we sequenced both ends of a set of over 500 random and previously mapped clones to create a backbone. Second, we end-sequenced a second set of cosmid clones that were identified to lie within the larger gaps using hybridization of the reference library filters with probes designed against sequences at the center of each gap. The minimal tiling path was calculated using the program Domino (http://www.bit.uq.edu.au/download/), with the overlap between adjacent clones set to 5 kb (where possible) to minimize the chance of truncating genes. This yielded a minimal tiling cosmid library (334 clones) covering 93.7% of the genome in 57 contigs. This library has reduced to a workable set the number of clones required to represent the majority of the P. aeruginosa genome and gives the precise location of each cosmid, enabling most genes of interest to be located on clones without further screening. This library should prove a useful resource to accelerate functional analysis of the P. aeruginosa genome.

Cloning, Molecular↗
PubMed1993

SRS--an indexing and retrieval tool for flat file data libraries.

SRS (Sequence Retrieval System) is an information indexing and retrieval system designed for libraries with a flat file format such as the EMBL nucleotide sequence databank, the SwissProt protein sequence databank or the Prosite library of protein subsequence consensus patterns. SRS supports the data structure of these libraries by providing special indices for implementing lists of subentities (e.g. feature tables) or hierarchically structured data-fields (e.g. taxonomic classification). A language (ODD) has been designed for the convenient specification of library format and organization, representation of individual data-fields within the system (design of indices) and structuring other data needed during retrieval. This ensures flexibility required for coping with different library formats, which are subject to continuous change. Queries and inspection of retrieved entries can be performed from a user interface with pull-down menus and windows. SRS supports various input and output formats but is particularly well adapted to the GCG programs.

Abstracting and Indexing↗
PubMed2004

MedlineR: an open source library in R for Medline literature data mining.

SUMMARY: We describe an open source library written in the R programming language for Medline literature data mining. This MedlineR library includes programs to query Medline through the NCBI PubMed database; to construct the co-occurrence matrix; and to visualize the network topology of query terms. The open source nature of this library allows users to extend it freely in the statistical programming language of R. To demonstrate its utility, we have built an application to analyze term-association by using only 10 lines of code. We provide MedlineR as a library foundation for bioinformaticians and statisticians to build more sophisticated literature data mining applications. AVAILABILITY: The library is available from http://dbsr.duke.edu/pub/MedlineR.

Abstracting and Indexing↗
PubMed2006

RBR: library-less repeat detection for ESTs.

MOTIVATION: Repeat sequences in ESTs are a source of problems, in particular for clustering. ESTs are therefore commonly masked against a library of known repeats. High quality repeat libraries are available for the widely studied organisms, but for most other organisms the lack of such libraries is likely to compromise the quality of EST analysis. RESULTS: We present a fast, flexible and library-less method for masking repeats in EST sequences, based on match statistics within the EST collection. The method is not linked to a particular clustering algorithm. Extensive testing on datasets using different clustering methods and a genomic mapping as reference shows that this method gives results that are better than or as good as those obtained using RepeatMasker with a repeat library. AVAILABILITY: The implementation of RBR is available under the terms of the GPL from http://www.ii.uib.no/~ketil/bioinformatics CONTACT: ketil.malde@bccs.uib.no SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

Algorithms↗
PubMed1994

Construction of an equalized cDNA library from human brain by semi-solid self-hybridization system.

A cDNA library enriched in clones for mRNA species (an equalized cDNA library) was constructed from human brain employing semi-solid self-hybridization system and cDNA amplification by in vitro transcription. Sequence analysis of the clones in the cDNA library indicated that (1) clones representing abundant species such as those of mitochondrial origin and expression sequence taq (EST) are drastically reduced in their proportion compared to the original library and (2) clones representing rare mRNA species or which do not have matched sequences in the database increased substantially in their proportion. cDNA libraries thus constructed, therefore, are a good source for cloning of cDNA for rare mRNA species from specific mammalian tissues and also for direct expression cloning since the inserts maintained their original molecular sizes after equalization.

Base Sequence↗
PubMed2004

Construction of a multi-functional cDNA library specific for mouse pancreatic islets and its application to microarray.

We have constructed a high-quality and multi-applicable cDNA library specific for mouse pancreatic islets. This is the first pancreatic islet cDNA library created using a recombination-based method, which can readily be converted into other applications including yeast two-hybrid and mammalian expression libraries. Based on sequence data of the library, we constructed a sequence database specific for mouse pancreatic islets. Among the 8882 non-redundant clones, 5799 were classified into specific functional categories using a classification system designed by the Gene Ontology Consortium, 10% of which were "molecular function unknown" genes. We also developed cDNA microarray membranes with 8108 non-redundant clones. Analyses of expression profiles of three different cell lines and of MIN6 cells with or without overexpression of transcription factor NeuroD1 established the usefulness and applicability of our microarrays. The mouse pancreatic islet cDNA library, sequence database, set of clones, and microarrays developed in this study should be useful resources for studies of pancreatic islets and related diseases including diabetes mellitus.

Animals↗
PubMed2002

Characterization of size-fractionated cDNA libraries generated by the in vitro recombination-assisted method.

We here modified a previously reported method for the construction of cDNA libraries by employing an in vitro recombination reaction to make it more suitable for comprehensive cDNA analysis. For the evaluation of the modified method, sets of size-selected cDNA libraries of four different mouse tissues and human brain were constructed and characterized. Clustering analysis of the 3' end sequence data of the mouse cDNA libraries indicated that each of the size-fractionated libraries was complex enough for comprehensive cDNA analysis and that the occurrence rates of unidentified cDNAs varied considerably depending on their size and on the tissue source. In addition, the end sequence data of human brain cDNAs thus generated showed that this method decreased the occurrence rates of chimeric clones by more than fivefold compared to conventional ligation-assisted methods when the cDNAs were larger than 5 kb. To further evaluate this method, we entirely sequenced 13 human unidentified cDNAs, named KIAA1990-KIAA2002, and characterized them in terms of the predicted protein sequences and their expression profiles. Taking all these results together, we here conclude that this new method for the construction of size-fractionated cDNA libraries makes it possible to analyze cDNAs efficiently and comprehensively.

Animals↗
PubMed1992

Construction of a GAL1-regulated yeast cDNA expression library and its application to the identification of genes whose overexpression causes lethality in yeast.

We have constructed a galactose-inducible expression library by cloning yeast cDNAs unidirectionally under control of the GAL1 promoter in a centromeric shuttle vector. Eleven independent libraries were made each with an average size of about 1 x 10(6) clones, about 50 times larger than the reported mRNA population in a yeast cell. From this library, LEU2 and HIS3 cDNAs were recovered at a frequency of about 1 in 10(4) and in 12 out of 13 cases these were expressed in a galactose-dependent manner. Sequence analysis of leu2 and his3 complementing cDNAs indicates that they contain all the coding sequence and much of the 5' untranslated region. To test the utility of the library for the identification of genes whose overexpression confers a specific phenotype, we screened 25,000 yeast transformants for lethality on galactose. Among 15 clones that showed galactose inducible lethality were cDNAs encoding structural proteins, including ACT1 (actin), TUB2 (beta-tubulin) and ABP1 (actin-binding protein 1), and genes in signal transduction pathways, including TPK1 (a cAMP-dependent protein kinase) and GLC7 (type 1 protein phosphatase). cDNAs overexpressing NHPB (nonhistone protein B) and NSR1 (nuclear sequence recognition protein) were also found to be lethal. Among these, ACT1 was isolated four times, and NSR1 three times. The useful features of this library for cDNA cloning in yeast by complementation, and for the identification of genes whose over-expression confers specific phenotypes, are discussed.

Base Sequence↗
PubMed1995

A Chlamydomonas genomic library in yeast artificial chromosomes.

We have constructed and characterized a Chlamydomonas reinhardtii total genomic library in yeast artificial chromosomes (YACs). The library contains 7500 clones with inserts ranging in size from 100-200 kb. The representation of the library was assessed by screening one-third of it with a probe derived from the dispersed repeat, Gulliver, which occurs approximately 13 times in the genome. At least 10 of these Gulliver loci were isolated within 15 independent YACs. Two of these YACs encompass the Gulliver element designated G, which was reported to map to the uni linkage group (ULG). The end clones of these two YACs have been genetically mapped by RFLP analysis in an interspecific cross and thereby shown to be closely linked to the APM locus on the ULG. A third uni-specific YAC has also been isolated and its ends have been mapped by RFLP analysis. Genetic and RFLP analysis of these and other YACs indicates that the frequency of chimeric YACs in the library is very low. The library was constructed in a second generation vector that enables plasmid rescue of YAC end clones as well as copy number amplification of artificial chromosomes. We provide evidence that amplification of intact YACs requires a rad1:rad52 yeast strain.

Animals↗
PubMed1995

Model for a transcript map of human chromosome 21: isolation of new coding sequences from exon and enriched cDNA libraries.

The construction of a transcriptional map for human chromosome 21 requires the generation of a specific catalogue of genes, together with corresponding mapping information. Towards this goal, we conducted a pilot study on a pool of random chromosome 21 cosmids representing 2 Mb of non-contiguous DNA. Exon-amplification and cDNA selection methods were used in combination to extract the coding content from these cosmids, and to derive expressed sequences libraries. These libraries and the source cosmid library were arrayed at high density for hybridisation screening. A strategy was used which related data obtained by multiple hybridisations of clones originating from one library, screened against the other libraries. In this way, it was possible to integrate the information with the physical map and to compare the gene recovery rate of each technique. cDNAs and exons were grouped into bins delineated by EcoRI cosmid fragments, and a subset of 91 cDNAs and 29 exons have been sequenced. These sequences defined 79 non-overlapping potential coding segments distributed in 24 transcriptional units, which were mapped along 21q. Northern blot analysis performed for a subset of cDNAs indicated the existence of a cognate transcript. Comparison to databases indicated three segments matching to known chromosome 21 genes: PFKL, COL6A1 and S100B and six segments matching to unmapped anonymous expressed sequence tags (ESTs). At the translated nucleotide level, strong homologies to known proteins were found with ATP-binding transporters of the ABC family and the dihydroorotase domain of pyrimidine synthetases. These data strongly suggest that bona fide partial genes have been isolated. Several of the newly isolated transcriptional units map to clinically important regions, in particular those involved in Down's syndrome, progressive myoclonus epilepsia and auto-immune polyglandular disease. The study presented here illustrates the complementarity of exon-amplification and cDNA selection techniques for generating a large resource of new expressed landmarks, which contribute to the construction of a chromosome 21 transcript map.

Chromosome Mapping↗