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Statistics of protein library construction.

UNLABELLED: We have investigated the statistics associated with constructing and sampling large protein-encoding libraries. Using fairly simple statistics we have written algorithms for estimating the diversity in libraries generated by the most commonly used protocols, including error-prone PCR, DNA shuffling, StEP PCR, oligonucleotide-directed randomization, MAX randomization, synthetic shuffling, DHR, ADO and SISDC. AVAILABILITY: Web interface and C++ source code available at http://guinevere.otago.ac.nz/stats.html. SUPPLEMENTARY INFORMATION: Complete mathematical notes, model assumptions and justification, users' guide and worked examples at above website.

Algorithms↗

Phylogenetic analysis of archaeal 16S rRNA libraries from the rumen suggests the existence of a novel group of archaea not associated with known methanogens.

Molecular diversity of rumen archaea was analyzed by PCR amplification and sequencing of two 16S rRNA clone libraries prepared from the bovine rumen fluid using two different archaea-specific primer sets. The first library of 19 clones which was generated with primers D30 and D33, produced essentially two groups of sequences, one affiliated with Methanomicrobium mobile (21% of clones) and the other -- with the uncultured archaeal sequences from anaerobic digester, which are distantly associated with Thermoplasma (79% of clones). The second library of 25 clones, which was generated with primers 0025e Forward and 1492 Reverse, produced a higher degree of diversity: in addition to the previous two groups, with the M. mobile- (56%) and Thermoplasma-associated sequences (20%), four clones (16%) were identified as Methanobrevibacter spp. The remaining two sequences were associated with unidentified archaeal sequences from the rumen and swine waste. Phylogenetic placement of eight almost complete 16S rRNA sequences revealed the existence of a novel cluster of the rumen Euryarchaeota, which is not affiliated with the known methanogenic archaea.

Animals↗

Genetic diversity of N2-fixing bacteria associated with rice roots by molecular evolutionary analysis of a nifD library.

The rhizosphere of wetland rice has significant N2-fixing activity. It has been suggested that N2 fixation in the rice root zone is associated with the activity of various N2-fixing heterotrophic bacteria that inhabit the rice rhizosphere. Because of the generic diversity, many different isolation media and conditions are required to count and isolate these bacteria. In an attempt to overcome any bias from culture-dependent methods we amplified nifD segments from crude rice root DNA by the polymerase chain reaction. The nifD fragments were then cloned into a pT7 Blue T-vector to construct a nifD library. Sixteen cloned nifD genes chosen at random from the library were sequenced. A comparison with published sequences indicated the presence of seven novel groups of NifD proteins, which implies the existence of at least seven components in the diazotrophic community of rice roots, dominated mainly by proteobacteria. We also observed genetic variability within the clusters, which suggests the coexistence of many closely related bacterial lineages. However, we did not find Azospirillum-like nifD clones, although many reports indicated the widespread presence of Azospirillum spp. Therefore, it remains to be clarified whether Azospirillum species are the widespread N2-fixing bacteria in rice roots.

Amino Acid Sequence↗

Profiling of wheat class III peroxidase genes derived from powdery mildew-attacked epidermis reveals distinct sequence-associated expression patterns.

A cDNA library was constructed from leaf epidermis of diploid wheat (Triticum monococcum) infected with the powdery mildew fungus (Blumeria graminis f. sp. tritici) and was screened for genes encoding peroxidases. From 2,500 expressed sequence tags (ESTs), 36 cDNAs representing 10 peroxidase genes (designated TmPRX1 to TmPRX10) were isolated and further characterized. Alignment of the deduced amino acid sequences and phylogenetic clustering with peroxidases from other plant species demonstrated that these peroxidases fall into four distinct groups. Differential expression and tissue-specific localization among the members were observed during the B. graminis f. sp. tritici attack using Northern blots and reverse-transcriptase polymerase chain reaction analyses. Consistent with its abundance in the EST collection, TmPRX1 expression showed the highest induction during pathogen attack and fluctuated in response to the fungal parasitic stages. TmPRX1 to TmPRX6 were expressed predominantly in mesophyll cells, whereas TmPRX7 to TmPRX10, which feature a putative C-terminal propeptide, were detectable mainly in epidermal cells. Using TmPRX8 as a representative, we demonstrated that its C-terminal propeptide was sufficient to target a green fluorescent protein fusion protein to the vacuoles in onion cells. Finally, differential expression profiles of the TmPRXs after abiotic stresses and signal molecule treatments were used to dissect the potential role of these peroxidases in multiple stress and defense pathways.

Amino Acid Sequence↗

A study of the health sciences library: its roles in education for the health sciences.

The Association of American Medical Colleges, under National Library of Medicine sponsorship, is conducting a study of the academic health sciences library's roles in education for the health professions as these may be affected by changes in health information handling and management. The study's aims, objectives, and methods are described. The study aims to develop guiding principles for the use of academic health center administrators, library administrators, federal agency personnel, and others involved in planning and policy decision making for health sciences libraries.

Education, Medical↗

Analysis of the substrate recognition domain determinants of botulinum type B toxin using phage display.

The botulinum neurotoxin endopeptidases appear to recognise their intracellular protein substrates via two distinct sites: the cleavage site sequence and a 'recognition site' motif. In the present study phage display has been employed to generate a library of vesicle-associated membrane protein (VAMP2) variants in which the toxin recognition motif (part of the SNARE motif ELDDRADA) has been modified. VAMP (1-94) was displayed on the surface of M13 bacteriophage and this fragment was recognised and cleaved by botulinum neurotoxin type B (BoNT/B). A phage-displayed library was constructed in which six residues of the recognition domain (VAMP residues 63-68; wild-type sequence LDDRAD) were randomised, and a selection method established for identifying cleaved VAMP variants. Sequence analysis of 24 clones revealed that 5 contained two acidic residues although none corresponded to the native sequence. Cleavage was reduced compared to wild-type VAMP, and cleavage of mutants containing no acidic residues was also observed. The data are discussed in relation to the substrate recognition mechanism of BoNT/B.

Amino Acid Sequence↗

Identification of unique transcripts from a mouse full-length, subtracted inner ear cDNA library.

A small-scale full-length library construction approach was developed to facilitate production of a mouse full-length cDNA encyclopedia representing approximately 250 enriched, normalized, and/or subtracted cDNA libraries. One library produced using this approach was a subtracted adult mouse inner ear cDNA library (sIEa). The average size of the inserts was approximately 2.5 kb, with the majority ranging from 0.5 to 7.0 kb. From this library 22,574 sequence reads were obtained from 15,958 independent clones. Sequencing and chromosomal localization established 5240 clusters, with 1302 clusters being unique and 359 representing new ESTs. Our sIEa library contributed 56.1% of the 7773 nonredundant Unigene clusters associated with the four mouse inner ear libraries in the NCBI dbEST. Based on homologous chromosomal regions between human and mouse, we identified 1018 UniGene clusters associated with the deafness locus critical regions. Of these, 59 clusters were found only in our sIEa library and represented approximately 50% of the identified critical regions.

Amino Acid Sequence↗

Analysis of peptide-binding motifs for two disease associated HLA-DR13 alleles using an M13 phage display library.

Major histocompatibility complex (MHC) molecules bind peptides bearing an appropriate 'sequence motif' for MHC binding. The use of phage display libraries exploits the ability of MHC class II molecules to exchange peptides in solution and thus select out peptide sequences with high-affinity binding from a large array of random peptides. We have analysed the peptide binding motifs of HLA-DRB1*1301 and *1302 using affinity purified HLA-DR13 molecules to purify sequentially HLA-DR13-binding peptides from a large random library of M13 phage containing nonamer inserts in the pIII coat protein. These DR13 alleles differ only at position 86 of the HLA-DR beta chain, where they contain valine and glycine residues respectively. These alleles were chosen because of their association with protection from severe malaria and chronic hepatitis B virus infection in West Africa. Analysis of the phage bound to these DR molecules suggests binding motifs. We compare the results derived from the use of the phage display library with results obtained from analysis of eluted peptides and peptide-binding studies. This analysis shows that although there is a common theme to motifs derived using different methods, there are also subtle variations between them.

Alleles↗

In vitro selection of RNA ligands for the ribosomal L22 protein associated with Epstein-Barr virus-expressed RNA by using randomized and cDNA-derived RNA libraries.

The Epstein-Barr virus (EBV)-expressed RNA 1 (EBER1) associates tightly with the ribosomal protein L22. We determined the general requirements for an RNA to bind L22 in a SELEX experiment, selecting RNA ligands for L22 from a randomized pool of RNA sequences by using an L22-glutathione S-transferase fusion protein. The selected sequences all contained a stem-loop motif similar to that of the region of EBER1 previously shown to interact with L22. The nucleotides were highly conserved at three positions within the stem-loop and identical to the corresponding nucleotides in EBER1. Two independent binding sites for L22 could be identified in EBER1, and mobility shift assays indicated that two L22 molecules can interact with EBER1 simultaneously. To search for a cellular L22 ligand, we constructed a SELEX library from cDNA fragments derived from RNA that was coimmunoprecipitated with L22 from an EBV-negative whole-cell lysate. After four rounds of selection and amplification, most of the clones that were obtained overlapped a sequence corresponding to the stem-loop between nucleotides 302 and 317 in human 28S ribosomal RNA. This stem-loop fulfills the criteria for optimal binding to L22 that were defined by SELEX, suggesting that human 28S ribosomal RNA is likely to be a cellular L22 ligand. Additional L22 binding sites were found in 28S ribosomal RNA, as well as within 18S ribosomal RNA and in RNA segments not present in sequence databases. The methodology described for the conversion of a preselected cellular RNA pool into a SELEX library might be generally applicable to other proteins for the identification of cellular RNA ligands.

Base Sequence↗

Identification of autoantibodies associated with systemic lupus erythematosus.

Systemic lupus erythematosus (SLE) is an autoimmune disease characterized by the presence of antinuclear antibodies. We performed serological analysis of cDNA expression library (SEREX) to identify autoantibodies associated with SLE. The screening of three different cDNA expression libraries with pooled sera of patients with SLE yielded 11 independent clones that reacted with pooled sera of patients with SLE. In this screening, autoantibodies to poly(ADP-ribose) polymerase (PARP), U1snRNP, and galectin-3 were prevalent in the sera of patients with SLE (26/68, 25/68, 12/63, respectively). The frequency of autoantibody to PARP was significantly higher in SLE than that of healthy donors (0/76) (38.2% vs 0%, p<0.00001). The autoantibody to PARP was infrequently detected in the serum of patients with RA (1/50). However, autoantibody to PARP was not found in the sera of patients with other rheumatic diseases including Sjogren's syndrome (0/19), systemic sclerosis (0/18), and polymyositis/myositis (0/37). The frequency of autoantibody to human galectin-3 (12/63) was significantly higher in SLE than that of healthy donors (0/56) (19% vs 0%, p=0.0006). Autoantibody to galectin-3 was not found in the sera of patients with rheumatoid arthritis (0/50), Sjogren's syndrome (0/18), and systemic sclerosis (0/19). Interestingly, autoantibody to galectin-3 was also prevalent in the sera of patients with polymyositis/dermatomyositis (16/37, 43.2%). Further functional characterization of these autoantibodies would be necessary to determine their value as diagnostic markers or to define clinical subsets of patients with SLE. Statistical analysis revealed that the presence of autoantibody to PARP was inversely related with pleurisy, and the presence of autoantibody to galectin-3 related with renal disease.

Adult↗

Identification of tumor-associated antigens by screening phage-displayed human cDNA libraries with sera from tumor patients.

Screening cDNA libraries from solid human tumors with sera of autologous patients (SEREX) has proven to be a powerful approach to identifying tumor antigens recognized by the humoral arm of the immune system. In many cases, application of this methodology has led to the discovery of novel tumor antigens as unknown gene products. We tried to improve the potency of the SEREX approach by combining it with phage-display technology. We designed a new lambda vector to express protein fragments as N-terminal fusions to the D capsid protein and generated high-complexity cDNA libraries from human breast carcinoma cell lines and solid tumors. Screening these phage-displayed libraries required limited amounts of sera from patients and efficiently identified several tumor antigens specifically reacting with sera from breast cancer patients.

Adult↗

Potential involvement of FRS2 in insulin signaling.

Shp-2 is implicated in several tyrosine kinase receptor signaling pathways. This phosphotyrosine phosphatase is composed of a catalytic domain in its C-terminus and two SH2 domains in its N-terminus. Shp-2 becomes activated upon binding through one or both SH2 domains to tyrosine phosphorylated molecules such as Shc or insulin receptor substrates. We were interested in finding a new molecule(s), tyrosine phosphorylated by the insulin receptor (IR), that could interact with Shp-2. To do so, we screened a human placenta complementary DNA (cDNA) library with the SH2 domain-containing part of Shp-2 using a modified yeast two-hybrid system. In this system we induce or repress the expression of a constitutive active IR beta-subunit. When expressed, IR phosphorylates proteins produced from the library that can then associate with Shp-2. Using this approach, we isolated FRS2 as a potential target for tyrosine phosphorylation by the IR. After cloning the entire cDNA, we found that 1) in the yeast two-hybrid system, FRS2 interacts with Shp-2 in a fashion dependent on the presence of the IR; and 2) in the PC12/IR cell-line, insulin leads to an increase in FRS2 association with the phosphatase. We next wanted to determine whether FRS2 could be a direct substrate for IR. In an in vitro kinase assay we found that wheat-germ agglutinin-purified IR phosphorylates glutathione-S-transferase-FRS2 fusion protein. Finally, in intact cells we show that insulin stimulates tyrosine phosphorylation of endogenous FRS2. In summary, by screening a two-hybrid cDNA library, we have isolated FRS2 as a possible substrate for IR. We found that IR can directly phosphorylate FRS2. Moreover, in intact cells insulin stimulates tyrosine phosphorylation of FRS2 and its subsequent association with Shp-2. Taken together these results suggest that FRS2 could participate in insulin signaling by recruiting Shp-2 and, hence, could function as a docking molecule similar to insulin receptor substrate proteins.

Adaptor Proteins, Signal Transducing↗

Characterization of human variable domain antibody fragments against the U1 RNA-associated A protein, selected from a synthetic and patient-derived combinatorial V gene library.

This is the first study describing recombinant human antibody fragments directed to the U1 RNA-associated A protein (U1A). Three anti-U1A antibody fragments (Fab) were isolated from a semi-synthetic human Fab library and one anti-U1A single-chain variable fragment (scFv) was isolated from a library which was derived from the IgG-positive splenic lymphocytes of an autoimmune patient. Competition studies with autoantibodies against the U1 small nuclear ribonucleoprotein (snRNP) particle from patients with systemic lupus erythematosus (SLE) and SLE-overlap syndromes revealed that U1A binding of these antibody fragments can be inhibited by about 40% of the patient sera. All antibody fragments recognized the native U1 snRNP in immunoprecipitation assays. Two of three Fab clones as well as the scFv clone derived from the repertoire of an autoimmune patient use the same heavy chain germ-line gene DP-65. Epitope mapping revealed that these three clones appear to recognize an identical epitope domain present on the C-terminal RNP motif of the U1A protein. The DP-65 heavy chain gene is used in less than 1% of the B cells in healthy individuals, while three out of four anti-U1A antibody fragments use this gene. This points to a restricted VH gene usage in the case of U1A, suggesting that the DP-65 heavy chain has a natural shape complementarity to the U1A protein.

Amino Acid Sequence↗

Educational materials reviewed for AVLINE.

The need for a central source of information regarding the availability, suitability, and quality of educational materials has led to the development of AVLINE. AVLINE is a computer information service available through the MEDLARS system of the National Library of Medicine. The Association of American Medical Colleges is gathering information from faculty members concerning useful materials and is bringing together content specialists, instructional designers, and technical specialists to review these materials. Information on materials that are recommended is provided to the National Library of Medicine to be cataloged, indexed, and abstracted for ultimate listing in AVLINE. Twenty-eight percent of the material has not been recommended; the many reasons for low ratings are categorized under content quality, instructional design, and technical quality.

Audiovisual Aids↗

Inhibition of transcriptional regulator Yin-Yang-1 by association with c-Myc.

Yin-Yang-1 (YY1) regulates the transcription of many genes, including the oncogenes c-fos and c-myc. Depending on the context, YY1 acts as a transcriptional repressor, a transcriptional activator, or a transcriptional initiator. The yeast two-hybrid system was used to screen a human complementary DNA (cDNA) library for proteins that associate with YY1, and a c-myc cDNA was isolated. Affinity chromatography confirmed that YY1 associates with c-Myc but not with Max. In cotransfections, c-Myc inhibits both the repressor and the activator functions of YY1, which suggests that one way c-Myc acts is by modulating the activity of YY1.

3T3 Cells↗

Development and mapping of microsatellite (SSR) markers in wheat.

Microsatellite DNA markers are consistently found to be more informative than other classes of markers in hexaploid wheat. The objectives of this research were to develop new primers flanking wheat microsatellites and to position the associated loci on the wheat genome map by genetic linkage mapping in the ITMI W7984 x Opata85 recombinant inbred line (RIL) population and/or by physical mapping with cytogenetic stocks. We observed that the efficiency of marker development could be increased in wheat by creating libraries from sheared rather than enzyme-digested DNA fragments for microsatellite screening, by focusing on microsatellites with the [ATT/TAA]n motif, and by adding an untemplated G-C clamp to the 5'-end of primers. A total of 540 microsatellite-flanking primer pairs were developed, tested, and annotated from random genomic libraries. Primer pairs and associated loci were assigned identifiers prefixed with BARC (the acronym for the USDA-ARS Beltsville Agricultural Research Center) or Xbarc, respectively. A subset of 315 primer sets was used to map 347 loci. One hundred and twenty-five loci were localized by physical mapping alone. Of the 222 loci mapped with the ITMI population, 126 were also physically mapped. Considering all mapped loci, 126, 125, and 96 mapped to the A, B, and D genomes, respectively. Twenty-three of the new loci were positioned in gaps larger than 10 cM in the map based on pre-existing markers, and 14 mapped to the ends of chromosomes. The length of the linkage map was extended by 80.7 cM. Map positions were consistent for 111 of the 126 loci positioned by both genetic and physical mapping. The majority of the 15 discrepancies between genetic and physical mapping involved chromosome group 5.

Base Sequence↗