Directed in vitro evolution and crystallographic analysis of a peptide-binding single chain antibody fragment (scFv) with low picomolar affinity

We generated a single chain Fv fragment of an antibody (scFv) with a binding affinity of about 5 pm to a short peptide by applying rigorous directed evolution. Starting from a high affinity peptide binder, originally obtained by ribosome display from a murine library, we generated libraries of mutants with error-prone PCR and DNA shuffling and applied off-rate selection by using ribosome display. Crystallographic analysis of the scFv in its antigen-bound and free state showed that only few mutations, which do not make direct contact to the antigen, lead to a 500-fold affinity improvement over its potential germ line precursor. These results suggest that the affinity optimization of very high affinity binders is achieved by modulating existing interactions via subtle changes in the framework rather than by introducing new contacts. Off-rate selection in combination with ribosome display can evolve binders to the low picomolar affinity range even for peptide targets.     

Fine affinity discrimination by normalized fluorescence activated cell sorting in staphylococcal surface display

We have investigated a staphylococcal surface display system for its potential future use as a protein library display system in combinatorial biochemistry. Efficient affinity-based selections require a system capable of fine affinity discrimination of closely related binders to minimize the loss of potentially improved variants. In this study, a significant breakthrough was achieved to avoid biases due to potential cell-to-cell variations in surface expression levels, since it was found that a generic protein tag, present within the displayed recombinant surface proteins on the cells, could be successfully employed to obtain normalization of the target-binding signal. Four mutated variants of a staphylococcal protein A domain with different affinity to human IgG were successfully expressed on the surface of recombinant Staphylococcus carnosus cells. The system was evaluated for affinity-based cell sorting experiments, where cell-displayed protein A domains with an 8-fold difference in target affinity were mixed at a ratio of 1:1000 and sorted using FACS. Enrichment factors around 140-fold were obtained from a single round of sorting under normal library sorting conditions when the top 0.1% fraction having the highest antigen binding to surface expression level ratio was sorted. The results demonstrate that the system would have a potential as a selection system in protein library display applications, and the normalization strategy should indeed make it possible to achieve fine affinity discriminations in future library selections.     

Design of pH Sensitive Binding Proteins from the Hyperthermophilic Sso7d Scaffold

We have engineered pH sensitive binding proteins for the Fc portion of human immunoglobulin G (hIgG) (hFc) using two different strategies – histidine scanning and random mutagenesis. We obtained an hFc-binding protein, Sso7d-hFc, through mutagenesis of the Sso7d protein from the hyperthermophilic archaeon Sulfolobus solfataricus; Sso7d-hFc was isolated from a combinatorial library of Sso7d mutants using yeast surface display. Subsequently, we identified a pH sensitive mutant, Sso7d-his-hFc, through systematic evaluation of Sso7d-hFc mutants containing single histidine substitutions. In parallel, we also developed a yeast display screening strategy to isolate a different pH sensitive hFc binder, Sso7d-ev-hFc, from a library of mutants obtained by random mutagenesis of a pool of hFc binders. In contrast to Sso7d-hFc, both Sso7d-his-hFc and Sso7d-ev-hFc have a higher binding affinity for hFc at pH 7.4 than at pH 4.5. The Sso7d-mutant hFc binders can be recombinantly expressed at high yield in E. coli and are monomeric in solution. They bind an epitope in the CH3 domain of hFc that has high sequence homology in all four hIgG isotypes (hIgG_1–4), and recognize hIgG_1–4 as well as deglycosylated hIgG in western blotting assays. pH sensitive hFc binders are attractive candidates for use in chromatography, to achieve elution of IgG under milder pH conditions. However, the surface density of immobilized hFc binders, as well as the avidity effect arising from the multivalent interaction of dimeric hFc with the capture surface, influences the pH dependence of dissociation from the capture surface. Therefore, further studies are needed to evaluate if the Sso7d mutants identified in this study are indeed useful as affinity ligands in chromatography.     

Selection of bead‐displayed,PNA‐encoded chemicals

The lack of efficient identification and isolation methods for specific molecular binders has fundamentally limited drug discovery. Here, we have developed a method to select peptide nucleic acid (PNA) encoded molecules with specific functional properties from combinatorially generated libraries. This method consists of three essential stages: (1) creation of a Lab‐on‐Bead? library, a one‐bead, one‐sequence library that, in turn, displays a library of candidate molecules, (2) fluorescence microscopy‐aided identification of single target‐bound beads and the extraction – wet or dry – of these beads and their attached candidate molecules by a micropipette manipulator, and (3) identification of the target‐binding candidate molecules via amplification and sequencing. This novel integration of techniques harnesses the sensitivity of DNA detection methods and the multiplexed and miniaturized nature of molecule screening to efficiently select and identify target‐binding molecules from large nucleic acid encoded chemical libraries. Beyond its potential to accelerate assays currently used for the discovery of new drug candidates, its simple bead‐based design allows for easy screening over a variety of prepared surfaces that can extend this technique's application to the discovery of diagnostic reagents and disease markers. Copyright © 2009 John Wiley & Sons, Ltd.     

Applications of topologically segregated bilayer beads in 'one-bead one-compound' combinatorial libraries.

We recently reported the use of a biphasic approach to generate topologically segregated bilayer beads. In generating 'one-bead one-compound' (OBOC) combinatorial libraries, novel encoding methods have been applied to these beads such as the testing library compound and the coding tags residing on the outer layer and inner core of each bead, respectively. In this report, we further exploit these bilayer beads by preparing target bead-libraries with low concentration of random peptides on the outer layer, and full substitution of coding peptides in the bead interior. The low concentration of peptide on the bead surface enables us to greatly increase the stringency of screening so that higher affinity ligands can easily be identified. Full substitution of the inner core of the beads enables us to have enough coding peptides inside the bead for direct microsequencing with Edman chemistry. The biphasic approach of preparing bilayer beads can be carried out at any point during the library construction. Therefore, the nonsequencable or fixed structures of the peptides can be bypassed in the coding tags. As a result, peptide libraries that otherwise cannot be sequenced can now be sequenced, and peptide segments with fixed residues within the libraries can be bypassed so that the microsequencing time can be significantly shortened. Furthermore, peptides with a branch of random sequence in the middle of a fixed peptide chain can be encoded with just the random sequence in the bead interior. We have successfully applied these novel OBOC library concepts in the optimization of cell-surface ligands for a human T-cell leukemia, Jurkat, cell line.     

Design,construction, and characterization of a second‐generation DARPin library with reduced hydrophobicity

Designed ankyrin repeat proteins (DARPins) are well‐established binding molecules based on a highly stable nonantibody scaffold. Building on 13 crystal structures of DARPin‐target complexes and stability measurements of DARPin mutants, we have generated a new DARPin library containing an extended randomized surface. To counteract the enrichment of unspecific hydrophobic binders during selections against difficult targets containing hydrophobic surfaces such as membrane proteins, the frequency of apolar residues at diversified positions was drastically reduced and substituted by an increased number of tyrosines. Ribosome display selections against two human caspases and membrane transporter AcrB yielded highly enriched pools of unique and strong DARPin binders which were mainly monomeric. We noted a prominent enrichment of tryptophan residues during binder selections. A crystal structure of a representative of this library in complex with caspase‐7 visualizes the key roles of both tryptophans and tyrosines in providing target contacts. These aromatic and polar side chains thus substitute the apolar residues valine, leucine, isoleucine, methionine, and phenylalanine of the original DARPins. Our work describes biophysical and structural analyses required to extend existing binder scaffolds and simplifies an existing protocol for the assembly of highly diverse synthetic binder libraries.     

Highly avid magnetic bead capture: An efficient selection method for de novo protein engineering utilizing yeast surface display

Protein engineering relies on the selective capture of members of a protein library with desired properties. Yeast surface display technology routinely enables as much as million‐fold improvements in binding affinity by alternating rounds of diversification and flow cytometry‐based selection. However, flow cytometry is not well suited for isolating de novo binding clones from naïve libraries due to limitations in the size of the population that can be analyzed, the minimum binding affinity of clones that can be reliably captured, the amount of target antigen required, and the likelihood of capturing artifactual binders to the reagents. Here, we demonstrate a method for capturing rare clones that maintains the advantages of yeast as the expression host, while avoiding the disadvantages of FACS in isolating de novo binders from naïve libraries. The multivalency of yeast surface display is intentionally coupled with multivalent target presentation on magnetic beads—allowing isolation of extremely weak binders from billions of non‐binding clones, and requiring far less target antigen for each selection, while minimizing the likelihood of isolating undesirable alternative solutions to the selective pressure. Multivalent surface selection allows 30,000‐fold enrichment and almost quantitative capture of micromolar binders in a single pass using less than one microgram of target antigen. We further validate the robust nature of this selection method by isolation of de novo binders against lysozyme as well as its utility in negative selections by isolating binders to streptavidin‐biotin that do not cross‐react to streptavidin alone. © 2009 American Institute of Chemical Engineers Biotechnol. Prog., 2009     

从噬菌体文库中筛选潜在的GMCSF的拮抗剂(英文)

以粒细胞巨噬细胞集落刺激因子（ＧＭＣＳＦ） 为筛选文库的靶分子, 通过高效筛选（Ｈｉｇｈ ｔｈｒｏｕｇｈｐｕｔｓｃｒｅｅｎｉｎｇ, ＨＴＳ） 方法来筛选多种多肽噬菌体文库, 在一个以噬菌体主要蛋白质为载体的多肽噬菌体文库中筛选到了一些与ＧＭＣＳＦ结合的多肽, 并通过了ＥＬＩＳＡ和微淘选（ｍｉｃｒｏｐａｎｎｉｎｇ） 实验的证实。这些多肽先导化合物经过进一步的优化, 可能成为ＧＭＣＳＦ细胞因子的拮抗剂     

Screening of large protein libraries by the cell immobilized on adsorbed bead approach

Screening of mutant libraries for in vitro enzyme evolution is carried out primarily by physical separation of the cells, followed by growth of individual clones and screening of biocatalytic activity on the basis of color or fluorescence signal development. Currently, most frequently employed methods are labor-intensive or require robotic equipment, resulting in screening limited to a relatively small fraction of the potential inherent in a given library. In this study we present a design, development, and feasibility demonstration of a new screening approach, providing convenient handling of large libraries consisting of 106 to 107 clones and screening based on a simultaneous enzymatic assay with commercially available substrates. This new screening method is based on the "cell immobilized on adsorbed bead" approach: the cell population to be screened is mixed with an excess of medium pre-equilibrated polyacrylamide beads, chemically derivatized to affect quantitative cell immobilization by adsorption. The resulting bead population, comprising of single cell on a bead or blank beads, is then immobilized on a solid glass support. After removal of the freely flowing liquid, the cells immobilized on the adsorbed beads are allowed to grow into microcolonies, utilizing the medium retained within the supporting hydrogel matrix. These colonies are subsequently equilibrated with chromogenic or fluorogenic substrate and screening is affected under a stereomicroscope, resulting in readily retrieved of the most active colonies. This technique may be particularly useful when the screened mutants are expressed and displayed on the cell surface, providing an active and homogeneous "naturally immobilized" enzyme population with minimal substrate diffusion limitations.     

Online magnetic bead based dynamic protein affinity selection coupled to LC-MS for the screening of acetylcholine binding protein ligands

A magnetic beads based affinity-selection methodology towards the screening of acetylcholine binding protein (AChBP) binders in mixtures and pure compound libraries was developed. The methodology works as follows: after in solution incubation of His-tagged AChBP with potential ligands, and subsequent addition of cobalt (II)-coated paramagnetic beads, the formed bead-AChBP-ligand complexes are fetched out of solution by injection and trapping in LC tubing with an external adjustable magnet. Non binders are then washed to the waste followed by elution of ligands to a SPE cartridge by flushing with denaturing solution. Finally, SPE-LC-MS analysis is performed to identify the ligands. The advantage of the current methodology is the in solution incubation followed by immobilized AChBP ligand trapping and the capability of using the magnetic beads system as mobile/online transportable affinity SPE material. The system was optimized and then successfully demonstrated for the identification of AChBP ligands injected as pure compounds and for the fishing of ligands in mixtures. The results obtained with AChBP as target protein demonstrated reliable discrimination between binders with pK(i) values ranging from at least 6.26 to 8.46 and non-binders.     

Novel Monoclonal Antibody and Peptide Binders for Mycobacterium avium subsp. paratuberculosis and Their Application for Magnetic Separation

The generation of novel Mycobacterium avium subsp. paratuberculosis (MAP)-specific monoclonal antibodies and phage-display derived peptide binders, along with their application for the magnetic separation (MS) of MAP cells, is described. Our aim was to achieve even greater MAP capture capability than is possible with peptide-mediated magnetic separation (PMS) using a 50:50 mix of biotinylated-aMp3 and biotinylated-aMptD peptide-coated beads. Gamma-irradiated whole MAP cells and ethanol extracted antigens (EEA) from these cells were used to elicit an immune response and as phage-display biopanning targets. A range of novel binders was obtained and coated onto paramagnetic beads, both individually and in various combinations, for MS evaluation. IS900 PCR was employed after MS to provide quick results. Capture sensitivity was assessed using a range of MAP concentrations after which the most promising beads were tested for their specificity for MAP, by performing MS followed by culture using 10 other Mycobacterium species. Magnetic beads coated with the biotinylated EEA402 peptide demonstrated a greater level of MAP capture than the current PMS method, even when low numbers of MAP (<10 cfu/ml) were present; however these beads also captured a range of other mycobacteria and so lacked capture specificity. Magnetic beads coated with monoclonal antibodies 6G11 and 15D10 (used as a 50:50 mix or as dually coated beads) also demonstrated improved MAP capture relative to the current PMS method, but with little cross-reactivity to other Mycobacterium spp. Therefore, two new MS protocols are suggested, the application of which would be dependent upon the required endpoint. Biotinylated EEA402-coated beads could potentially be used with a MAP-specific PCR to ensure detection specificity, while beads coated with 6G11 and 15D10 monoclonal antibodies could be used with culture or the phage amplification assay.     

One-bead, one-compound peptide library sequencing via high-pressure ammonia cleavage coupled to nanomanipulation/nanoelectrospray ionization mass spectrometry

Biological screening of one-bead, one-compound (OBOC) combinatorial peptide libraries is routinely carried out with the peptide remaining bound to the resin bead during screening. After a hit is identified, the bead is isolated, the peptide is cleaved from the bead, and its sequence is determined. We have developed a new technique for cleavage of peptides from resin beads whereby exposure of a 4-hydroxymethyl benzoic acid (HMBA)-linked peptide to high-pressure ammonia gas led to efficient cleavage in as little as 5 min. Here we also report a new method of extracting peptide from individual library beads for its introduction into a mass spectrometer that uses nanomanipulation combined with nanoelectrospray ionization mass spectrometry (NSI MS). Single beads analyzed by nanomanipulation/NSI MS were found to give identical MS results to those of bulk samples. Detection of 18 unique cleaved peptides 1 to 8 amino acids in length, and sequencing of 14 different peptide sequences 4 to 8 amino acids in length, was demonstrated on a combination of bulk samples and ones from individual beads of an OBOC library. The method was highly reproducible, with 100% of attempts to extract peptide resulting in high-quality MS data. This new collection of techniques allows rapid, reliable, environmentally responsible sequencing of hit beads from combinatorial peptide libraries.     

Picomolar affinity fibronectin domains engineered utilizing loop length diversity, recursive mutagenesis, and loop shuffling

The 10th type III domain of human fibronectin (Fn3) has been validated as an effective scaffold for molecular recognition. In the current work, it was desired to improve the robustness of selection of stable, high-affinity Fn3 domains. A yeast surface display library of Fn3 was created in which three solvent-exposed loops were diversified in terms of amino acid composition and loop length. The library was screened by fluorescence-activated cell sorting to isolate binders to lysozyme. An affinity maturation scheme was developed to rapidly and broadly diversify populations of clones by random mutagenesis as well as homologous recombination-driven shuffling of mutagenized loops. The novel library and affinity maturation scheme combined to yield stable, monomeric Fn3 domains with 3 pM affinity for lysozyme. A secondary affinity maturation identified a stable 1.1 pM binder, the highest affinity yet reported for an Fn3 domain. In addition to extension of the affinity limit for this scaffold, the results demonstrate the ability to achieve high-affinity binding while preserving stability and the monomeric state. This library design and affinity maturation scheme is highly efficient, utilizing an initial diversity of 2 × 10⁷ clones and screening only 1 × 10⁸ mutants (totaled over all affinity maturation libraries). Analysis of intermediate populations revealed that loop length diversity, loop shuffling, and recursive mutagenesis of diverse populations are all critical components.     

Optimized protocols for the isolation of specific protein-binding peptides or peptoids from combinatorial libraries displayed on beads

Many methods have been published by which combinatorial libraries may be screened for compounds capable of manipulating the function(s) of a target protein. One of the simplest approaches is to identify compounds in a library that bind the protein of interest, since these binding events usually occur on functionally important surfaces of the protein. These protein-binding compounds could also be of utility as protein capture agents in the construction of protein-detecting microarrays or related analytical devices and as reagents for the affinity purification of proteins from complex mixtures. In this article, we provide optimized methods for screening libraries of molecules displayed on the beads on which they were synthesized. This is a particularly convenient format for library screening for laboratories with limited budgets and modest robotics capabilities.     

Synthesis and screening of a random dimeric peptide library using the one-bead-one-dimer combinatorial approach

Large combinatorial libraries of random peptides have been used for a variety of applications that include analysis of protein-protein interactions, epitope mapping, and drug targeting. The major obstacle in screening these libraries is the loss of specific but low affinity binding peptides during washing steps. Loss of these specific binders often results in isolation of peptides that bind nonspecifically to components used in the selection process. Previously, it has been demonstrated that dimerizing or multimerizing a peptide can remarkably improve its binding kinetics by 10- to 1000-fold due to an avidity effect. To take advantage of this observation, we constructed a random library of 12 amino acid dimeric peptides on polyethylene glycol acrylamide (PEGA) beads by modifying the 'one-bead-one-compound' approach. The chemical synthesis of 100,000 peptides as dimers can be problematic due to steric and aggregation effects and the presence of many peptide sequences that are difficult to synthesize. We have designed a method, described in detail here, to minimize the problems inherent in the synthesis of a dimeric library by modifying the existing 'split and pool' synthetic method. Using this approach the dimeric library was used to isolate a series of peptides that bound selectively to epithelial cancer cells. One peptide with the amino acid sequence QMARIPKRLARH bound as a dimer to prostate cancer cells spiked into the blood but did not bind to circulating hematopoeitic cells. The monomeric form of this peptide, however, did not bind well to the same LNCaP cell line. These data demonstrate that "hits" obtained from such a 'one-bead-one-dimer' library can be used directly for the final application or used as leads for construction of second generation libraries.     

Screening one bead one compound libraries against serum using a flow cytometer: Determination of the minimum antibody concentration required for ligand discovery

One bead one compound (OBOC) libraries can be screened against serum samples to identify ligands to antibodies in this mixture. In this protocol, hit beads are identified by staining with a fluorescent labeled secondary antibody. When screens are conducted against two different sets of serum, antibodies, and ligands to them, can be discovered that distinguish the two populations. The application of DNA-encoding technology to OBOC libraries has allowed the use of 10?µm beads for library preparation and screening, which pass through a standard flow cytometer, allowing the fluorescent hit beads to be separated from beads displaying non-ligands easily. An important issue in using this approach for the discovery of antibody biomarkers is its analytical sensitivity. In other words, how abundant must an IgG be to allow it to be pulled out of serum in an unbiased screen using a flow cytometer? We report here a model study in which monoclonal antibodies with known ligands of varying affinities are doped into serum. We find that for antibody ligands typical of what one isolates from an unbiased combinatorial library, the target antibody must be present at 10–50?nM. True antigens, which bind with significantly higher affinity, can detect much less abundant serum antibodies.     

利用机器学习提高M. jannaschii酪氨酰tRNA合成酶底物特异性分子建模预测的准确度

设计结合不同化学结构底物的酶结合袋是一个巨大的挑战. 传统的湿实验要筛选成千上万甚至上百万个突变体来寻找对特定配体结合的突变体,此过程需要耗费大量的时间和资源. 为了加快筛选过程,我们提出了一种新的工作流程,将分子建模和数据驱动的机器学习方法相结合,生成具有高富集率的突变文库,用于高效筛选能识别特定底物的蛋白质突变体. M. jannaschii酪氨酰tRNA合成酶（Mj. TyrRS）能识别特定的非天然氨基酸并催化形成氨酰tRNA,其不同的突变体能够识别不同结构的非天然氨基酸,并且已经有了许多报道和数据的积累,因此我们使用TyrRS作为一个例子来进行此筛选流程的概念验证. 基于已知的多个Mj. TyrRS的晶体结构及分子建模的结果,我们发现D158G/P是影响残基158~163位α螺旋蛋白骨架变化的关键突变. 我们的模拟结果表明,在含有687个突变体的测试数据中,与随机突变相比,分子建模和打分函数计算排序可以将目标突变体的富集率提高2倍,而使用已知突变体和对应的非天然氨基酸数据训练的机器学习模型进行校准后,筛选富集率可提高11倍. 这种分子建模和机器学习相结合的计算和筛选流程非常有助于Mj.TyrRS的底物特异性设计,可以大大减少湿实验的时间和成本. 此外,这种新方法在蛋白质计算设计领域具有广泛的应用前景.     

Antibody-free peptide substrate screening of serine/threonine kinase (protein kinase A) with a biotinylated detection probe

Being different from anti-phosphotyrosine antibodies, anti-phosphoserine- or anti-phosphothreonine-specific antibodies with high affinity for the detection of serine/threonine kinase substrates are not readily available. Therefore, chemical modification methods were developed for the detection of phosphoserine or threonine in the screening of protein kinase substrates based on β-elimination and Michael addition. We have developed a biotin-based detection probe for identification of the phosphorylated serine or threonine residue. A biotin derivative induced a color reaction using alkaline phosphate-conjugated streptavidin that amplified the signal. It was effective for the detection and separation of the target peptide on the resin. The detection probe was successfully used in identifying PKA substrates from peptide libraries on resin beads. The peptide library was prepared as a ladder-type, such that the active peptides on the colored resin beads were readily sequenced with the truncated peptide fragments by MALDI-TOF/MS analysis after releasing the peptides from the resin bead through photolysis.     

Selectide Technology: Bead-Binding Screening

The Selectide process is a random synthetic chemical library method based on the one-bead one-peptide (structure) concept. A "split-synthesis" method is used to generate huge random libraries (10⁶-10⁸). At the end of the synthesis, each bead expresses only one chemical entity (e.g., peptide). The whole library is then tested simultaneously for binding to a specific acceptor molecule of biologic interest. The ligand bead that interacts specifically with the acceptor molecule is then isolated for structure determination. Once a binding motif is identified, a secondary library (based on the motif of the primary screen) is generated and screened under a more stringent condition to identify leads of higher affinity. This process can be applied to both peptide and nonpeptide (small organic) libraries. In the case of nonsequencable structure libraries, the coding principle has to be applied for structure elucidation of positively reacting beads. Coding peptide is synthesized in parallel to the screening structure, and classical Edman degradation (one or multiple-step) is used for structural analysis. To exclude the possibility of interaction of the macromolecular target (e.g., receptor, enzyme, antibody) with the coding structure, a synthetic technique for segregation of the surface (screening structure) and the interior (coding structure) of the beads was developed. The one-bead one-structure process is invaluable in drug discovery for lead identification as well as further optimization of the initial leads. It also serves as an important research tool for molecular recognition.