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PubMed2005

Describing RNA structure by libraries of clustered nucleotide doublets.

The rapidly increasing wealth of structural information on RNA and knowledge of its varying roles in biology have facilitated the study of RNA structure using computational methods. Here, we present a new method to describe RNA structure based on nucleotide doublets, where a doublet is any two nucleotides in a structure. We restrict our search to doublets that are close together in space, but not necessarily in sequence, and obtain doublet libraries of various sizes by clustering a large set of doublets taken from a data set of high-resolution RNA structures. We demonstrate that these libraries are able to both capture structural features present in RNA and fit local RNA structure with a high level of accuracy. Libraries ranging in size from ten to 100 doublets are examined, and a detailed analysis shows that a library with as few as 30 doublets is sufficient to capture the most common structural features, while larger libraries would be more appropriate for accurate modeling. We anticipate many uses for these libraries, from annotation to structure refinement and prediction.

Cluster Analysis↗

PubMed2004

Immunogenicity of polyepitope libraries assembled by epitope shuffling: an approach to the development of chimeric gene vaccination against malaria.

Developing a polyepitope vaccine which contains diverse antigenic types is a promising strategy to cope with the problem of malaria variation and diversity. However, arranging the peptides to produce the most effective immunogenicity remains a hurdle. In an attempt to develop an effective complex antigenic gene vaccine, we constructed a polyepitope library by randomly assembling epitopes using the epitope shuffling technique. The polyepitope library, which contains epitopes from different antigens of Plasmodium falciparum, was divided into five sub-libraries based on the size of chimeric genes. Here we report that higher antibody titers were observed in mice with immunized with sub-libraries containing genes >1200 bp, using enzyme-linked immunosorbent assay (ELISA) and indirect immunofluorescence (IFAT) assay to determine both individual epitope peptides and the natural parasites at the erythrocyte stage. Different levels of IgG subtypes and cytokines were elicited by different sub-library and administration times. In a rodent malaria model, some groups of immunized mice were partially cross-protected against a lethal challenge from Plasmodium yoelii. These results suggest that the immunogenicity of a polyepitope chimeric antigen is essentially conformation- and length-dependent, and demonstrates that the promising advantage of epitope shuffling technology is that it allows us to randomly assemble many polyepitope molecules in tandem format. This finding also indicates that polyepitope library vaccination is a suitable approach for screening optimized chimeric gene vaccines against malaria and other diseases.

Animals↗

PubMed2006

A novel RNAi library based on partially randomized consensus sequences of nuclear receptors: identifying the receptors involved in amyloid beta degradation.

Combinatorial gene inactivation using an RNAi library is a powerful approach to discovering novel functional genes. However, generation of a comprehensive RNAi library remains technically challenging. In this report, we describe a simple and novel approach to designing gene-family-specific RNAi libraries by targeting conserved motifs using degenerate oligonucleotides. We created an siRNA library in the pHUMU vector using partially randomized sequences targeting the consensus region in the ZnF_C4 signature motif of the nuclear hormone receptors and thus against the entire receptor superfamily. For proof of principle, we adapted a reporter assay to screen this library for receptors that might be involved in reducing amyloid beta peptide accumulation. We modified a previously described luciferase reporter assay to measure the amyloid beta precursor cleavages occurring only between beta- and gamma-secretase cleavage sites, thus excluding the major gamma-secretase activities that could generate neurotoxic Abeta peptides. Our screen using this assay identified siRNA vectors that specifically increase the Abeta40/42 cleavage and pointed to a potential receptor target, ROR-gamma. SiRNAs targeting other regions of ROR-gamma not only confirmed the observed reporter activity but also reduced the level of the toxic Abeta peptides. The results demonstrated a general principle for the creation and application of this RNAi library approach for functional gene discovery within a predefined protein family. The discovered negative effect of ROR-gamma on the degradation of the toxic Abeta peptides may also provide a potential drug target or targetable pathway for intervention of Alzheimer disease.

Alzheimer Disease↗

PubMed2004

Yeast mating for combinatorial Fab library generation and surface display.

Yeast display of antibody fragments has proven to be an efficient and productive means for directed evolution of single chain Fv antibodies for increased affinity and thermal stability, and more recently for the display and screening of a non-immune library. In this paper, we describe an elegant and simple method for constructing large combinatorial Fab libraries for display on the surface of Saccharomyces cerevisiae, from modestly sized, and easily constructed, heavy and light chain libraries. To this end, we have constructed a set of yeast strains and a two vector system for heavy chain and light chain surface display of Fab fragments with free native amino termini. Through yeast mating of the haploid libraries, a very large heterodimeric immune Fab library was displayed on the diploids and high affinity antigen specific Fabs were isolated from the library.

Antibody Affinity↗

PubMed2002

Synthesis of a group-selective antibody library against haptens.

A generic strategy is described for the generation of libraries comprising hapten-selective antibody genes against a group of structurally related low molecular weight target molecules. Hapten antibody libraries are frequently suffering from high background levels of irrelevant antibody genes as a consequence of the immunization, where the small non-immunogenic target molecule is coupled to a large immunogenic carrier protein. In order to elevate the percentage of hapten-specific genes in the library, B cells harboring antibody genes against the group of triazine herbicides were enriched from 21 individual splenocyte populations by means of immunomagnetic separation (IMS). IMS utilizes the specific binding of membrane-associated immunoglobulin receptors on the B cell surface to hapten-coated paramagnetic beads. The variable genes of the specifically enriched subpopulation were cloned into a phagemid vector. The corresponding library yielded up to 75% triazine binding antibody clones after three rounds of phage selection. At least half of these antibodies (abs) were displaceable by triazines resulting in quantitative assays with nanomolar sensitivities. In contrast, no displaceable clone was obtained at the same selection level in a control library, where IMS was omitted. Due to the elevated percentage of relevant antibody genes, the library can be utilized either for the direct isolation of functional antibodies against various triazine herbicides or as group-specific gene source for evolutionary antibody optimization.

Animals↗

PubMed2003

Colony lift assay using cell-coated filters: a fast and efficient method to screen phage libraries for cell-binding clones.

For efficient screening of phage antibody libraries obtained by selection on whole cells, we have developed a modified colony lift assay using cell-coated filters. Both cells growing in suspension as well as adherent cells can be coated onto nitrocellulose filters and used to detect bacterial colonies responsible for the production of cell-binding (specific) single chain variable fragment (scFv) antibodies. We demonstrate, using a selected library developed in our laboratory (named "AB" library) as a model system, that the frequency of specific clones as detected by colony lift assay using cell-coated filter is comparable to the frequency of positive clones as detected by the "classical" method (i.e. random picking and flow cytometric analysis). However, the colony lift assay enables detection and isolation of a higher number of specific clones as compared to the random pick. This is due to screening of a much higher number of clones simultaneously (it is possible to screen at least 1000 clones plated on one 9-cm agar dish). Using this method, clones occurring at a low frequency (such as present in early selection rounds) can be detected and isolated efficiently. We clearly demonstrate the usefulness of the colony lift assay with cell-coated filter by applying it to screen the head-and-neck carcinoma (HN) library (a selected library generated in our laboratory). Using the assay, but not the random picking, we were able to isolate specific clones from 2nd to 3rd selection rounds of the HN library.

Animals↗

PubMed1998

The role of valency in the selection of anti-carbohydrate single-chain Fvs from phage display libraries.

Several strategies were investigated for phage display of anti-carbohydrate single-chain Fvs (scFvs) using the anti-Salmonella Se155-4 scFv as a model system. All were based on the knowledge that panning V(H) CDR libraries displayed in a standard pIII phagemid/helper phage format against immobilized multivalent carbohydrate antigens selects almost solely for mutants with higher yields of soluble product or scFvs that form dimers or higher oligomers even when the linker length is chosen to give monomeric molecules. Construction of scFv libraries, in a phagemid vector, with mutations that already provide higher yields and/or short linkers to promote dimeric display greatly reduced these undesired selection pressures. However. the panning of an error-prone library of the entire scFv in a short linker format yielded two mutants that existed partially in higher oligomeric forms, indicating that dimeric display did not entirely eliminate the selection pressure problem. In one mutant a Ser75Gly mutation led to the formation of greater amounts of dimeric, trimeric and tetrameric scFv and surface plasmon resonance analysis of these different forms gave quantitative data for the functional affinity of these different scFv forms. Finally, a phage vector was constructed and the original V(H) CDR library was transferred to this vector. This display format, in which scFv is displayed on all three to five copies of pIII, seemed to be superior in terms of selection on the basis of binding site affinity and as a display mode for scFvs with low intrinsic affinity. While the use of the phage vector did not lead to the isolation of higher affinity binders from the library employed here, it did almost entirely remove the undesired selection pressures in that there was selection for the wild-type sequence. It is suggested that the multivalency of display provided by phage vectors is preferable to any phagemid vector strategy for the de novo isolation of anti-carbohydrate antibodies from phage libraries.

Amino Acid Sequence↗

PubMed2002

Substrate specificity of schistosome versus human legumain determined by P1-P3 peptide libraries.

Asparaginyl endopeptidases, or 'legumains' have been identified and characterized in plants, the blood fluke parasite Schistosoma, and mammals. The legumains are a novel family of cysteine proteases and display restricted specificity for peptide hydrolysis on the carboxyl side of asparagine residues. Two forms of recombinant asparaginyl endopeptidase from Schistosoma mansoni (C197 Sm32 and N197C Sm32), expressed in Pichia pastoris, have been analyzed for substrate specificity using a positional-scanning synthetic combinatorial library (PS-SCL). We first screened Sm32 using a P1-diverse library. This library demonstrated the absolute specificity of Sm32 for asparagine at P1. To determine the P2-P3 preferences of Sm32, we constructed a library with asparagine fixed at P1, and the P2-P3 positions randomized. The library was screened using the two forms of Sm32, human asparaginyl endopeptidase, and to confirm its diversity, cruzain from Trypanosoma cruzi. The schistosome legumain showed a preference for P3: Thr>Ala>Val>Ile, and P2: Ala>Thr>Val>Asn, with an overall broader specificity at P3 than at P2. Both human and schistosome legumain can accommodate Thr and Ala at P2 and P3. However, optimal substrate sequences differ, with Sm32 preferring Thr-Ala-Asn, and human legumain preferring Pro-Thr-Asn. Predictions of substrate specificity from the library screen were confirmed using single peptide substrates for kinetic assays.

Amino Acid Sequence↗

PubMed1998

Construction of a modular yeast two-hybrid cDNA library from human EST clones for the human genome protein linkage map.

Identification of all human protein-protein interactions will lead to a global human protein linkage map that will provide important information for functional genomics studies. The yeast two-hybrid system is a powerful molecular genetic approach for studying protein-protein interactions. To apply this technology to generate a human protein linkage map, the first step is to construct two-hybrid cDNA libraries that cover the entire human genome. With a homologous recombination-mediated approach, we have constructed a modular human EST-derived yeast two-hybrid library in the Gal4 activation domain-based vector, pACT2. Quality analysis of this library indicated that the approach of constructing two-hybrid cDNA libraries from individually arrayed human EST clones is feasible, and such a two-hybrid library is suitable for detecting protein-protein interactions. This is also the first time that a comprehensive two-hybrid system cDNA library has been constructed from a collection of individually arrayed EST clones.

Chromosome Mapping↗

PubMed2000

Assessment of solution-phase positional scanning libraries based on distamycin A for the discovery of new DNA binding agents.

The solution-phase synthesis of two 1000-membered positional scanning libraries of distamycin A analogues is described enlisting acid/base liquid-liquid extractions for isolation and purification of all intermediates and final products. The results of their screening for functional activity (L1210 cytotoxic potency) and DNA binding affinity were compared with those derived from libraries containing the same compound members but prepared in a smaller 10-compound mixture format. The positional scanning libraries, which are substantially less demanding to prepare, allowed the accurate detection of the global observations and the clearly more potent activities, but more subtle discoveries and less distinguishable activities were not detected. This is a natural consequence of testing the larger 100-compound mixtures and the relative insensitivity of the assays to the contribution of any single, uniquely acting compound in the mixture. Thus, the disadvantages associated with the loss of some information contained within the library must be balanced against the advantages of the ease of library synthesis and judged in light of the library screening objectives.

Animals↗

PubMed2001

Intracellular protein scaffold-mediated display of random peptide libraries for phenotypic screens in mammalian cells.

BACKGROUND: Mammalian cell screens of peptide libraries for changes in cellular phenotype may identify novel functional peptides and their cognate binding partners, and allow identification of signal transduction network members or proteins important in disease processes. RESULTS: Green fluorescent protein (GFP) peptide libraries with different structural biases were tested by retroviral expression in A549 carcinoma cells, HUVEC and other cell types. Three different loop replacement libraries, containing 12 or 18 random residues, were compatible with enhanced GFP (EGFP) folding, as was a C-terminally fused random 20-mer library. Library concentrations in A549 cells ranged from ca. 1 to 54 microM. Replacement of loop 3 with known nuclear localization sequence (NLS) peptides, but not with inactive mutants, directed EGFP to the nucleus. Microscopy-based screens of three different libraries for non-uniform localization revealed novel NLS peptides, novel variants of a peroxisomal localization motif, a variety of partial NLS peptides, peptides localized to the nucleolus, and nuclear-excluded peptides. CONCLUSIONS: Peptides can be presented by EGFP in conformations that can functionally interact with cellular constituents in mammalian cells. A phenotypic screen resulting in the discovery of novel localization peptides that were not cell type-specific suggests that this methodology may be applied to other screens in cells derived from diseased organisms, and illustrates the use of intracellular combinatorial peptide chemistry in mammalian cells.

Animals↗

PubMed1996

Isotope or mass encoding of combinatorial libraries.

BACKGROUND: Combinatorial chemistry using solid-phase synthesis is a rapidly developing technology that can result in a significant reduction in the time required to find and optimize lead compounds. The application of this approach to traditional medicinal chemistry has led to the construction of libraries of small organic molecules on resin beads. A major difficulty in developing large combinatorial libraries is the lack of a facile encoding and decoding methodology to identify active compounds. RESULTS: Several encoding schemes are described which use the ability of mass spectrometry to ascertain isotopic distributions. Molecular tags are attached to resin beads in parallel or on the linker used for chemical library synthesis. The tags are encoded via a controlled ratio of a number of stable isotopes on the tagging molecules, and range from a single to a complex isotopic distribution. CONCLUSIONS: A novel coding scheme is described that is useful for the generation of large encoded combinatorial libraries. The code can be cleaved after assay and analyzed by mass spectrometry in an automated fashion. An important element of the combinatorial discovery process is the ability to extract the structure-activity relationship (SAR) information made available by library screening. The speed and sensitivity of the mass-encoding scheme has the potential to determine the full SAR for a given library.

Chemistry, Organic↗

PubMedDate not supplied

Quantitative screening of yeast surface-displayed polypeptide libraries by magnetic bead capture.

Magnetic bead capture is demonstrated here to be a feasible alternative for quantitative screening of favorable mutants from a cell-displayed polypeptide library. Flow cytometric sorting with fluorescent probes has been employed previously for high throughput screening for either novel binders or improved mutants. However, many laboratories do not have ready access to this technology as a result of the limited availability and high cost of cytometers, restricting the use of cell-displayed libraries. Using streptavidin-coated magnetic beads and biotinylated ligands, an alternative approach to cell-based library screening for improved mutants was developed. Magnetic bead capture probability of labeled cells is shown to be closely correlated with the surface ligand density. A single-pass enrichment ratio of 9400 +/- 1800-fold, at the expense of 85 +/- 6% binder losses, is achieved from screening a library that contains one antibody-displaying cell (binder) in 1.1 x 10(5) nondisplaying cells. Additionally, kinetic screening for an initial high affinity to low affinity (7.7-fold lower) mutant ratio of 1:95,000, the magnetic bead capture method attains a single-pass enrichment ratio of 600 +/- 200-fold with a 75 +/- 24% probability of loss for the higher affinity mutant. The observed high loss probabilities can be straightforwardly compensated for by library oversampling, given the inherently parallel nature of the screen. Overall, these results demonstrate that magnetic beads are capable of quantitatively screening for novel binders and improved mutants. The described methods are directly analogous to procedures in common use for phage display and should lower the barriers to entry for use of cell surface display libraries.

Antibodies↗

PubMedDate not supplied

Focused combinatorial library design based on structural diversity, druglikeness and binding affinity score.

The advent of focused library and virtual screening has reduced the disadvantage of combinatorial chemistry and changed it to a realizable and cost-effective tool in drug discovery. Usually, genetic algorithms (GAs) are used to quickly finding high-scoring molecules by sampling a small subset of the total combinatorial space. Therefore, scoring functions play essential roles in focused library design. Reported here is our initial attempt to establish a new approach for generating a target-focused library using the combination of the scores of structural diversity and binding affinity with our newly improved drug-likeness scoring functions. Meanwhile, a software package, named LD1.0, was developed on the basis of the new approach. One test on a cyclooxygenase (COX)2-focused library successfully reproduced the structures that have been experimentally studied as COX2-selective inhibitors. Another test is on a peroxisome proliferator-activated receptors gamma-focused library design, which not only reproduces the key fragments in the approved (thiazolidinedione) TZD drugs, but also generates some new structures that are more active than the approved drugs or published ligands. Both of the two tests took approximately 15% of the running time of the ordinary molecular docking method. Thus, our new approach is an effective, reliable, and practical way for building up a properly sized focused library with a high hit rate, novel structure, and good ADME/T profile.

Algorithms↗

PubMed2001

Selection of enantioselective acyl transfer catalysts from a pooled peptide library through a fluorescence-based activity assay: an approach to kinetic resolution of secondary alcohols of broad structural scope.

An assay employing a fluorescently labeled split and pool peptide library has been applied to the discovery of a new class of octapeptide catalysts for the kinetic resolution of secondary alcohols. A highly diverse library of peptide-based catalysts was synthesized on solid-phase synthesis beads such that each individual bead was co-functionalized with (i) a uniform loading of a pH-sensitive fluorophore and (ii) a unique peptide-based catalyst. The library was then screened for activity in acylation reactions employing (+/-)-sec-phenylethanol as the substrate and acetic anhydride as the acylation agent. From the most active catalysts, a lead peptide (4) was identified that provides a selectivity-factor (k(rel)) of 8.2 upon resynthesis and evaluation under homogeneous conditions. A "directed" second-generation split and pool peptide library was synthesized such that the new peptide sequences in the library were biased toward the lead structure. Random samples of the second generation library were screened in single bead assays that revealed several new peptide-based catalysts that afford improved selectivities in kinetic resolutions. Peptide catalyst 13 proves effective for the kinetic resolution of sec-phenylethanol (k(rel) = 20), as well as eight other secondary alcohols of a broad substrate scope (k(rel) = 4 to >50).

Acylation↗

PubMed2006

High-throughput sequence determination of cyclic peptide library members by partial Edman degradation/mass spectrometry.

Cyclic peptides provide attractive lead compounds for drug discovery and excellent molecular probes in biomedical research. Large combinatorial libraries of cyclic peptides can now be routinely synthesized by the split-and-pool method and screened against biological targets. However, post-screening sequence determination of hit peptides has been problematic. In this report, a high-throughput method for the sequence determination of cyclic peptide library members has been developed. TentaGel microbeads (90 mum) were spatially segregated into outer and inner layers; cyclic peptides were displayed on the bead surface, whereas the inner core of each bead contained the corresponding linear peptide as the encoding sequence. After screening of the cyclic peptide library against a macromolecular target, the identity of hit peptides was determined by sequencing the linear encoding peptides inside the bead using a partial Edman degradation/mass spectrometry method. On-bead screening of an octapeptide library (theoretical diversity of 160 000) identified cyclic peptides that bind to streptavidin. A 400-member library of tyrocidine A analogues was synthesized on TentaGel macrobeads and solution-phase screening of the library directly against bacterial cells identified a tyrocidine analogue of improved antibacterial activity. Our results demonstrate that the new method for cyclic peptide sequence determination is reliable, operationally simple, rapid, and inexpensive and should greatly expand the utility of cyclic peptides in biomedical research.

Anti-Infective Agents↗

PubMed2000

Two comparisons of the performance of positional scanning and deletion synthesis for the identification of active constituents in mixture combinatorial libraries.

Two libraries of 120 compounds each were prepared as individual compounds and as full mixtures. The corresponding scanning and deletion synthesis deconvolution libraries were prepared and tested (L-1210, IC(50)) alongside the individual compounds and mixture libraries. This testing, where the properties of each compound in the mixtures were known, was used to compare the performance of scanning and deletion deconvolution libraries. Each has its own intrinsic strengths, with the former being capable of identifying multiple hits at the expense of accurately identifying the most potent library member, while the latter typically is more sensitive to identifying the most potent hit but at the expense of differentiating weaker activities. The protocols complement one another and together more thoroughly identify potent library members.

Animals↗

PubMedDate not supplied

Synthesis and characterization of cyclic pseudopeptide libraries containing thiomethylene and thiomethylene-sulfoxide amide bond surrogates.

We describe the first examples of a series of cyclic pseudopeptide libraries that have been prepared in a systematic approach in order to facilitate both synthesis and subsequent deconvolution attempts. Our synthetic strategy involved the attachment of a trifunctional amino acid (Asp, Asn or Glu) to a polystyrene resin via its side chain, and stepwise chain elongation using either protected amino acids or a pseudodipeptide building block. Head to tail cyclic peptides were formed by removal of the temporary N- and C-terminal protecting groups followed by ring closure by amide formation. Cyclization of the hexa, hepta, and octapseudopeptides on the resin avoided dimer formation, as monitored by mass spectrometry. We utilized a 'psi-scan' approach in which a second fixed position was serially addressed by stepping a dipeptide surrogate, Pro psi [CH2S]Gly around the rings to generate a group of cyclic pseudopeptide sub-libraries. Oxidation of psi [CH2S] to psi [CH2SO] helped validate the synthesis and also provides a strategy for forming a new set of pseudopeptide libraries (previously described as 'libraries from libraries'). Our results suggest that libraries of cyclic pseudopeptides are an efficient method of preparing and assaying these synthetically more challenging entities as potential drug leads.

Amides↗