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IPRO: an iterative computational protein library redesign and optimization procedure.

A number of computational approaches have been developed to reengineer promising chimeric proteins one at a time through targeted point mutations. In this article, we introduce the computational procedure IPRO (iterative protein redesign and optimization procedure) for the redesign of an entire combinatorial protein library in one step using energy-based scoring functions. IPRO relies on identifying mutations in the parental sequences, which when propagated downstream in the combinatorial library, improve the average quality of the library (e.g., stability, binding affinity, specific activity, etc.). Residue and rotamer design choices are driven by a globally convergent mixed-integer linear programming formulation. Unlike many of the available computational approaches, the procedure allows for backbone movement as well as redocking of the associated ligands after a prespecified number of design iterations. IPRO can also be used, as a limiting case, for the redesign of a single or handful of individual sequences. The application of IPRO is highlighted through the redesign of a 16-member library of Escherichia coli/Bacillus subtilis dihydrofolate reductase hybrids, both individually and through upstream parental sequence redesign, for improving the average binding energy. Computational results demonstrate that it is indeed feasible to improve the overall library quality as exemplified by binding energy scores through targeted mutations in the parental sequences.

Algorithms↗

Computational approaches towards the rational design of drug-like compound libraries.

During the practice of combinatorial chemistry, it has been realized that molecular diversity is not the only essential feature in a synthetically feasible library. In addition, it is of utmost importance to enrich potential libraries with those molecules which could be converted to viable drug candidates. Given the enormous number of potentially synthesizable compounds, there is a need to design a subset of true "drug-like" compounds. In addition, a paradigm shift in drug discovery has resulted in the integration of pharmacokinetic and drug development activities into early stages of lead discovery. In particular, in silico filters are being developed and used to help identify and screen out compounds that are unlikely to become drugs. This paper highlights recent computational approaches towards the design of drug-like compound libraries, in particular, the prediction of drug-likeness in a more general sense as well as intestinal absorption through passive transport, the permeation of the blood-brain barrier and recent developments towards identification of potentially metabolically unstable molecules. Current computational tools for library design allow the incorporation of medicinal chemistry knowledge into library planning by a variety of methods, ranging from the use of privileged building blocks and simple counting of structural properties (e.g. number of hydrogen bonding partners) to relatively complex regression or neural network-based models to explain oral bioavailability and other pharmacokinetic properties by structural features. These tools are being incorporated more frequently into drug design according to the "rule-of-five" which refers to simple descriptors correlated to oral drug absorption. Combining experimental knowledge with effective computational filtering and prediction of various aspects of drug-likeness thus facilitates the rapid and cost-effective elimination of poor candidates prior to synthesis and helps focus attention on interesting molecules.

Animals↗

Exploring structure-activity relationships of tricyclic farnesyltransferase inhibitors using ECLiPS libraries.

The development of structure-activity relationships (SARs) relating to the function of a biological protein is often a long and protracted undertaking when using an iterative medicinal chemistry approach. High throughput screening of ECLiPS (Encoded Combinatorial Libraries on Polymeric Support) libraries can be used to simplify this process. In this paper, we illustrate how a large ECLiPS library of 26,908 compounds, based on a tricyclic core structure, was used to define a multitude of SARs for the oncogenic target, farnesyltransferase (FTase). This library, FT-2, was prepared using a split-and-pool approach in which small molecules are constructed on resin that contains tag/linker constructs to track the synthetic process [1-5] Highly defined SARs were produced from this screen that enhanced our understanding of FTase binding site interactions. The pivotal compounds culled from this library were potent in both cell-free and cell-based FTase assays, selective over the closely related enzyme, geranylgeranyltransferase I (GGTase I), and inhibited the adherent-independent growth of a transformed cell line.

Alkyl and Aryl Transferases↗

Selective enrichment and high-throughput screening of phage surface-displayed cDNA libraries from complex allergenic systems.

Phage surface display technology, first described in 1985, enables the construction of large combinatorial peptide and antibody libraries. The basic concept of linking the phenotype, expressed as gene product displayed on the phage surface, to its genetic information integrated into the phage genome, allows the survey of large libraries for the presence of specific clones using the discriminative power of affinity purification. The selection procedure involves the enrichment of phage by binding to an immobilized target molecule. As a consequence of the physical linkage between genotype and phenotype, sequencing the DNA of the integrated section of the phage genome can readily elucidate the amino acid sequence of a displayed gene product. Phage surface display technology has revolutionized our ability to select agonist and antagonist peptides, antibodies with desired specificities, and DNA-binding molecules. We have extended phage surface display to access cDNA libraries with this powerful screening technology based on affinity selection of desired clones. Here we discuss construction of cDNA libraries displayed on the phage surface, selective enrichment of clones and robotics-based high-throughput screening of enriched libraries.

Allergens↗

Construction and preliminary characterization of a series of mouse and rat testis cDNA libraries.

We have constructed a series of 23 cDNA libraries from mouse and rat testicular cells. These include libraries made from whole, intact adult testes; seminiferous tubule cells from adult testes; combined populations of primary spermatocytes from 18-day-old mouse testes; and isolated populations of primitive type A spermatogonia, type A spermatogonia, type B spermatogonia, preleptotene spermatocytes, leptotene plus zygotene spermatocytes, juvenile pachytene spermatocytes, adult pachytene spermatocytes, round spermatids, Sertoli cells from 6-, 8-, 17-, and 18-20-day-old mice, and peritubular cells from 18-20 day old mice, all recovered from outbred white Swiss (CD-1) mice. We also constructed libraries from whole adult testes from five other lines of mice: C57 Bl6/J, C3 HEB, BDF-1, Balb/c, and 129 Sv. Finally, there are two libraries made from populations of Sertoli cells and peritubular cells isolated from testes of 20-day-old Sprague-Dawley rats. Enzymatic dissociation, followed by gradient separation or plating/lysing techniques, was used to prepare populations of specific cell types in purities of 85-98%. cDNAs were synthesized from poly A+ mRNA primed with oligo dT and unidirectionally cloned into the lambda Uni-Zap XR expression vector from Stratagene. Primary titers ranged from 2.1 x 10(5) to 2.9 x 10(8) plaque-forming units, and insert sizes averaged 1.0-1.2 kb. These libraries have been amplified once and submitted to the American Type Culture Collection (ATCC) for distribution to interested investigators. ATCC accession numbers are provided.

Animals↗

Applications of random sampling to virtual screening of combinatorial libraries.

We describe statistical techniques for effective evaluation of large virtual combinatorial libraries (> 10(10) potential compounds). The methods described are used for computationally evaluating templates (prioritization of candidate libraries for synthesis and screening) and for the design of individual combinatorial libraries (e.g., for a given diversity site, reagents can be selected based on the estimated frequency with which they appear in products that pass a computational filter). These statistical methods are powerful because they provide a simple way to estimate the properties of the overall library without explicitly enumerating all of the possible products. In addition, they are fast and simple, and the amount of sampling required to achieve a desired precision is calculable. In this article, we discuss the computational methods that allow random product selection from a combinatorial library and the statistics involved in estimating errors from quantities obtained from such samples. We then describe three examples: (1) an estimate of average molecular weight for the several billion possible products in a four-component Ugi reaction, a quantity that can be calculated exactly for comparison; (2) the prioritization of four templates for combinatorial synthesis using a computational filter based on four-point pharmacophores; and (3) selection of reagents for the four-component Ugi reaction based on their frequency of occurrence in products that pass a pharmacophore filter.

Combinatorial Chemistry Techniques↗

Construction of single-chain Fv library against hepatocellular carcinoma.

OBJECTIVE: To construct a phage display single-chain Fv (ScFv) library against hepatocellular carcinoma (HCC). METHODS: The mRNA extracted from the spleen cells of immunized BALB/C mice was purified and reverse transcriptase-polymerase chain reaction (RT-PCR) was employed for the seperate amplification of the gene fragments encoding the heavy- and light-chain variable regions respectively, which were subsequently assembled into ScFv gene. Amplification of the resultant ScFv gene was performed before it was introduced in to E.coli TG1 via a phagemid vector pCANTAB5E. A proportion of the transformed cells was loaded onto SOBAG plates and incubated and the number of bacterial colonies counted. PCR, nucleotides sequence analysis and enzyme-linked immunosorbent assay (ELISA) were performed to evaluate the constructed ScFV library. RESULT: The phage display ScFv library had a capacity of approximately 2.14x106, with 90% of the phagemids containing ScFv gene insertion as demonstrated by PCR. The nucleotides sequence of ScFv gene was approved, and ELISA showed that the ScFv library could specifically conjugate with HCC antigen. CONCLUSION: The phage display ScFv library against HCC is successfully constructed, which may facilitate the acquisition of special antibodies and may be instrumental in the research and clinical management of HCC.

Journal Article↗

Psychophysical rating of library employees' work tasks.

OBJECTIVE: This exploratory research aimed to identify the perceived physical demands of library assistants' and attendants' work tasks. STUDY DESIGN: A fixed format survey was completed by 36 library assistants and attendants from suburban and university libraries. Surveys were distributed and completed within the participants' workplaces. Descriptive statistics and Pearson's r correlations were calculated using the SPSS data analysis program. RESULTS: Data analysis revealed a hierarchical distribution of library assistants' and attendants' work tasks according to perceived physical demands. Significant Pearson's r correlations between personal factors and perceived exertion during some work tasks, were also identified. CONCLUSIONS: The hierarchical distribution of tasks revealed by this research can be used as a guide by therapists in designing graded suitable duties programs for library assistants and attendants following work-related injuries. Further task analysis is required to identify the critical physical requirements of those tasks receiving higher ratings of perceived exertion.

Journal Article↗

Evidence-based pain management and palliative care in issue two for 2004 of the Cochrane Library.

The Cochrane Library of Systematic Reviews is published quarterly. Issue two for 2004 of the library was published in April 2004. The Cochrane Library now contains 1,999 complete reviews, 1,441 protocols of reviews, and 4,645 one-page summaries of systematic reviews published in the general (non-Cochrane) medical literature. In addition there are citations of 405,580 randomized controlled trials, 18 methodology reviews and 5,414 cited papers in the Cochrane methodology register. The health technology assessment database now contains 3,848 citations. This edition of the Library contains the results of an extensive search for randomized controlled trials (RCTs) on EMBASE. The latest library contains 78 new reviews, 10 of which are considered relevant to practitioners in pain and palliative care. References are published in the same format as the citation for Cochrane reviews.

Analgesics↗

Evidence-based pain management and palliative care in issue three for 2004 of The Cochrane Library.

The Cochrane Library of Systematic Reviews is published quarterly. Issue three for 2004 of the library was published in July 2004. The Cochrane Library now contains 3559 complete reviews and protocols of reviews. It also contains one-page summaries of systematic reviews published in the general (non-Cochrane) medical literature. In addition there are citations of randomized controlled trials, methodology reviews, the Cochrane methodology register and the health technology assessment database. This edition of the Library contains the results of an extensive search for randomized controlled trials (RCTs) on EMBASE. The latest library contains 75 new reviews, five of which are considered relevant to practitioners in pain and palliative care. References are published in the same format as the citation for Cochrane reviews.

Evidence-Based Medicine↗

Regional medical library program development.

The National Library of Medicine has published a new set of guidelines for the development of its Regional Medical Library Program. This article is a working paper that attempts to review the possible consequences to the informal national medical library network which presently exists. It reviews the relationship of medical libraries to their parent institutions and the responsibilities of different library units to each other in their efforts to accomplish RML objectives.

Journal Article↗

An examination of nigerian medical library service and problems.

The history of medical librarianship in Nigeria dates back only two decades. The number of medical libraries can be counted on fingertips in the twinkling of an eye, and those that do exist have sprung up with the medical faculties of Nigerian universities. There is a general tendency to run the medical library as an integral part of the main university library, but where two campuses exist expediency dictates a separate library to serve the medical teachers and researchers. The acquisition problem of the new Nigerian medical libraries in a medical world centuries old is tremendous. Tight budgetary control, nonavailability of the desired literature, and transportation delays are the greatest odds the medical librarian has to battle against.

Journal Article↗

Fees for service in medical library networks.

In 1969 the Cleveland Health Sciences Library began an Institutional Membership. This was to be a fee-for-service arrangement to provide for library service, consultation on library and related matters, and development of educational programs for a wide range of institutional staff. Over fifty institutions now belong. Experience suggests that serious questions are raised by such a relationship between a resource library and libraries in a number of institutions. The membership involves a per capita cost for Cleveland hospitals with house staff, and a cost-plus-fixed-fee for others. Total access has been provided in hopes that experience in use can lead to the development of costs and policies.

Journal Article↗

Evidence-based pain management and palliative care in issue four for 2004 of the Cochrane Library.

The Cochrane Library of Systematic Reviews is published quarterly. Issue four for 2004 of the library was published in October 2004. The Cochrane Library now contains 2170 complete reviews, 1500 protocols of reviews and 4918 one-page summaries of systematic reviews published in the general medical literature. In addition there are citations of 427.807 randomised controlled trials, 18 methodology reviews and 5968 cited papers in the Cochrane methodology register. The health technology assessment database contains 4395 citations. In this edition of the Library issued in October 2004, there were 96 new reviews of which 12 have potential relevance for practitioners in pain and palliative medicine. Regular readers will note that the format of the citation has changed with the move to publication of the Cochrane Library by John Wiley & Sons. Citations will probably change again in the future as currently there is no indication of the date when a review was first published.

Evidence-Based Medicine↗

[Construction of normal human lymphocyte cDNA library].

A lymphocyte cDNA library of normal human was constructed in order to obtain specific gene and prepare lymphocyte gene chips to detect the relative genes between psychiatric diseases and immunity. The lymphocyte was abstracted from fresh normal human blood and cultured in vitro. Total RNA of lymphocyte was extracted from the cultured cells and then mRNA was extracted further. Moreover,single-strand cDNA and double-strand cDNA were synthesized in turn. The double-strand cDNAs were ligated to SalI and NotI adaptor,which were later ligated to arms of gammaZipLox. Ligated-cDNAs were packed in vitro, and then infected E. coli Y1090. Titering the phage and amplifying the library. The lymphocyte cDNA library consisted of 2.6 x 10(6) recombinants with the length of 1-5 kb and the cloning efficiency was 5 x 10(12) recombinants/g cDNA. The amplified library was 3 x 10(7) recombinants/microl in concentration and the number of bacteriophage plagues was the most suitable in density after it was diluted to 10(-6) in concentration. The constructed cDNA library of normal human lymphocyte would be helpful to further detecting target genes and preparing gene chips etc.

English Abstract↗

Fundamental study of expression-library immunization against Taenia taeniaeformis in rats.

Expression-library immunization has been proposed as an effective means to screen a large number of genes of the pathogen as candidate protective molecules. In this study, we examined the efficacy of expression-library immunization using a T. taeniaeformis rat model system. Total RNAs were isolated from the last 15 segments of adult T. taeniaeformis and poly A RNA was purified. cDNA library was produced using SuperScript Plasmid System, which contains a mammalian expression vector, pCMV*SPORT6. From about 3,500 clones examined, more than 800 clones were found to contain DNA fragments. About 200 clones were sequenced and the homology search was carried out. The blast search revealed that 29% of the expression genes were mitochondrial genes (rRNA; 17%, protein; 12%). Nuclear rRNA genes (10%), nuclear protein (9%) and genes from Escherichia coli were also detected. Forty-two percent of sequences did not show a significant similarity to any genes deposited in the public database. Rats were immunized with expression-library and injected orally with 1,000 T. taeniaeformis eggs. However the protective effect of expression-library vaccine was not confirmed.

Animals↗

Identification of ribozymes within a ribozyme library that efficiently cleave a long substrate RNA.

Positions 2-6 of the substrate-binding internal guide sequence (IGS) of the L-21 Sca I form of the Tetrahymena thermophila intron were mutagenized to produce a GN5 IGS library. Ribozymes within the GN5 library capable of efficient cleavage of an 818-nt human immunodeficiency virus type 1 vif-vpr RNA, at 37 degrees C, were identified by ribozyme-catalyzed guanosine addition to the 3' cleavage product. Three ribozymes (IGS = GGGGCU, GGCUCC, and GUGGCU) within the GN5 library that actively cleaved the long substrate were characterized kinetically and compared to the wild-type ribozyme (GGAGGG) and two control ribozymes (GGAGUC and GGAGAU). The two control ribozymes have specific sites within the long substrate, but were not identified during screening of the library. Under single-turnover conditions, ribozymes GGGGCU, GGCUCC, and GUGGCU cleaved the 818-nt substrate 4- to 200-fold faster than control ribozymes. Short cognate substrates, which should be structureless and therefore accessible to ribozyme binding, were cleaved at similar rates by all ribozymes except GGGGCU, which showed a fourfold rate enhancement. The rate of cleavage of long relative to short substrate under single-turnover conditions suggests that GGCUCC and GUGGCU were identified because of accessibility to their specific cleavage sites within the long substrate (substrate-specific effects), whereas GGGGCU was identified because of an enhanced rate of substrate binding despite a less accessible site in the long substrate. Even though screening was performed with 100-fold excess substrate (relative to total ribozyme), the rate of multiple-turnover catalysis did not contribute to identification of trans-cleaving ribozymes in the GN5 library.

Animals↗

Simultaneous synthesis of peptide libraries on single resin and continuous cellulose membrane supports: examples for the identification of protein, metal and DNA binding peptide mixtures.

Peptide libraries were simultaneously synthesized on single supports by double coupling 0.8 equivalents of an equimolar acylating amino acid mixture consisting of 19 amino acids (cysteine omitted) at randomized sites, thus compensating for the different coupling rates of the amino acids. Peptide epitope mixtures, as well as very complex mixtures such as a completely randomized hexapeptide, were prepared and analyzed by HPLC and amino acid analysis. The results obtained indicate that this method can be applied to the synthesis of peptide libraries. Parts of a simultaneously synthesized solution phase combinatorial library XXB1B2XX were successfully used for the detection of the linear epitope HFND of transforming growth factor-alpha (TGF alpha) recognized by the monoclonal antibody Tab2. Furthermore, novel combinatorial peptide libraries XXB1B2XX were prepared on continuous cellulose membrane supports, also allowing the identification of TGF alpha epitope sequences. In addition, peptide mixtures that bound to a double-stranded DNA (15mer) and silver were identified. These preliminary results indicate that cellulose-bound combinatorial peptide libraries can be used for the rapid and inexpensive screening of millions of peptides to identify single molecules that bind any given ligand such as proteins, nucleic acids and metals.

Amino Acid Sequence↗