High-throughput Pyrosequencing of a phage display library for the identification of enriched target-specific peptides

Gene therapy clinical trials have highlighted the importance of specific cellular/tissue targeting of gene delivery vectors. Phage display libraries are powerful tools for the selection of novel peptide ligands as targeting moieties because of their high-throughput screening potential. However, a severe rate-limiting step in this procedure in terms of time, numbers, and cost is the sequence identification of selected phages. Here we describe the application of Pyrosequencing technology for sequencing phage isolates after panning a random 7-mer peptide expressing phage library against the A549 bronchial epithelial cell line to search for enrichment of possible targeting peptides. Pyrosequencing allows sequencing of 96 phages at one time in approximately 45 min at only a sixth of the cost of conventional sequencing methods. Using this technology, we have identified four sequences of interest. A phage binding assay revealed that three of the four sequences show a significant increase in binding abilities and specificity for A549 cells when compared to an unrelated cell line.     

脓毒症单核巨噬细胞特异性结合肽的筛选

利用噬菌体随机肽库展示技术,筛选出与脓毒症单核/巨噬细胞特异性结合的短肽,探索脓毒症治疗的新方法.分别以经过脂多糖(lipopolysaccharide, LPS)处理的人外周血单核细胞株(THP-1)细胞作为筛选的靶细胞,以未经LPS处理的THP-1细胞作为非特异性噬菌体吸附细胞,对噬菌体随机环七肽库进行4轮“差减"筛选,经过细胞ELISA验证阳性噬菌体克隆,对获得的阳性克隆进行DNA测序及生物信息学分析,并进一步利用免疫荧光实验,鉴定噬菌体克隆与LPS处理THP-1细胞的结合特异性.4轮筛选后,随机挑取的噬菌体克隆,测序后得到可与LPS处理的THP-1细胞特异性结合肽.对去冗余后的七肽进行Clustal W多序列比对分析和BlastP蛋白同源相似性分析,细胞免疫荧光检测确定获得的噬菌体展示七肽可与LPS处理的THP-1细胞特异性结合.噬菌体随机肽库技术为脓毒症单核/巨噬细胞表面靶位的筛选提供了高效、快捷的筛选体系,实验获得的多肽基序具有高度保守性和细胞特异性,这些多肽的生物活性将是下一步的研究内容.     

Discovery of high-affinity peptide binders to BLyS by phage display

B lymphocyte stimulator (BLyS) is a tumor necrosis factor (TNF) family member and a key regulator of B cell responses. We employed a phage display-based approach to identify peptides that bind BLyS with high selectivity and affinity. Sequence analysis of first-generation BLyS-binding peptides revealed two dominant peptide motifs, including one containing a conserved DxLT sequence. Selected linear peptides with this motif were found to bind BLyS with K(D) values of 1-3 microM. In order to improve the binding affinity for BLyS, consensus residues flanking the DxLT sequence were seeded into a second-generation, BLyS affinity maturation library (BAML). BAML phage were subjected to stringent binding competition conditions to select for isolates expressing high-affinity peptide ligands for BLyS. Post-selection analysis of BAML peptide sequences resulted in the identification of a core decapeptide motif (WYDPLTKLWL). Peptides containing this core motif exhibited K(D) values as low as 26 nM, approximately 100-fold lower than that of first-generation peptides. A fluorescence anisotropy assay was developed to monitor the protein-protein interaction between BLyS labeled with a ruthenium chelate, and TACI-Fc, a soluble form of a BLyS receptor. Using this assay it was found that a BAML peptide disrupts this high-affinity protein-protein interaction. This demonstrates the potential of short peptides for disruption of high affinity cytokine-receptor interactions.     

Selective targeting of a laccase from Stachybotrys chartarum covalently linked to a carotenoid-binding peptide.

Atwo-step targeting strategy was used to identify improved laccases for bleaching carotenoid-containing stains on fabric. We first applied a modified phage display technique to identify peptide sequences capable of binding specifically to carotenoid stains and not to fabric. Prior deselection on the support on which the carotenoid was localized, increased stringency during the biopanning target selection process, and analysis of the phage peptides' binding to the target after acid elution and polymerase chain reaction (PCR) postacid elution, were used to isolate phage peptide libraries with increased binding selectivity and affinity. Peptide sequences were selected based on identified consensus motifs. We verified the enhanced carotenoid-binding properties of the peptide YGYLPSR and subsequently cloned and expressed C-terminal variants of laccase from Stachybotrys chartarum containing carotenoid-binding peptides YGYLPSR, IERSAPATAPPP, KASAPAL, CKASAPALC, and SLLNATK. These targeted peptide-laccase fusions demonstrate enhanced catalytic properties on stained fabrics.     

Comparison of mRNA-display-based selections using synthetic peptide and natural protein libraries

mRNA display is a genotype-phenotype conjugation method that allows the amplification-based, iterative rounds of in vitro selection to be applied to peptides and proteins. Compared to prior protein selection techniques, mRNA display can be used to select functional sequences from both long natural protein and short combinatorial peptide libraries with much higher complexities. To investigate the basic features and problems of using mRNA display in studying conditional protein-protein interactions, we compared the target-binding selections against calmodulin (CaM) using both a natural protein library and a combinatorial peptide library. The selections were efficient in both cases and required only two rounds to isolate numerous Ca2+/CaM-binding natural proteins and synthetic peptides with a wide range of affinities. Many known and novel CaM-binding proteins were identified from the natural human protein library. More than 2000 CaM-binding peptides were selected from the combinatorial peptide library. Unlike sequences from prior CaM-binding selections that correlated poorly with naturally occurring proteins, synthetic peptides homologous to the Ca2+/CaM-binding motifs in natural proteins were isolated. Interestingly, a large number of synthetic peptides that lack the conventional CaM-binding secondary structures bound to CaM tightly and specifically, suggesting the presence of other interaction modes between CaM and its downstream binding targets. Our results indicate that mRNA display is an ideal approach to the identification of Ca2+-dependent protein-protein interactions, which are important in the regulation of numerous signaling pathways.     

胰凝乳蛋白酶短肽抑制剂的筛选和活性分析

报道了一种从噬菌体肽库中筛选胰凝乳蛋白酶短肽抑制剂的新方法．在通常的亲和富集筛选的基础上,利用胰凝乳蛋白酶自身的水解活力切割掉结合的底物噬菌体,再经抑制活力分析得到抑制性噬菌体克隆．这样筛得的噬菌体克隆具有明显的胰凝乳蛋白酶结合活力和抑制活力,ＤＮＡ序列分析发现其保守序列为（Ｓ／Ｔ）ＲＶＰＲ（Ｒ／Ｈ）．按此序列化学合成的短肽Ａｃ－ＡＳＲＶＰＲＲＧ－ＮＨ２、Ａｃ－ＡＳＲＶＰＲＨＧ－ＮＨ２同样表现出对胰凝乳蛋白酶的抑制作用．该方法为蛋白酶短肽抑制剂的筛选提供了一条有效途径     

Antimicrobial activities of heparin-binding peptides.

Antimicrobial peptides are effector molecules of the innate immune system. We recently showed that the human antimicrobial peptides alpha-defensin and LL-37 bind to glycosaminoglycans (heparin and dermatan sulphate). Here we demonstrate the obverse, i.e. structural motifs associated with heparin affinity (cationicity, amphipaticity, and consensus regions) may confer antimicrobial properties to a given peptide. Thus, heparin-binding peptides derived from laminin isoforms, von Willebrand factor, vitronectin, protein C inhibitor, and fibronectin, exerted antimicrobial activities against Gram-positive and Gram-negative bacteria. Similar results were obtained using heparin-binding peptides derived from complement factor C3 as well as consensus sequences for heparin-binding (Cardin and Weintraub motifs). These sequence motifs, and additional peptides, also killed the fungus Candida albicans. These data will have implications for the search for novel antimicrobial peptides and utilization of heparin-protein interactions should be helpful in the identification and purification of novel antimicrobial peptides from complex biological mixtures. Finally, consensus regions may serve as templates for de novo synthesis of novel antimicrobial molecules.     

Phage Peptide Libraries

Filamentous phage particles have been central in the construction of libraries displaying vast numbers of random peptides. These random peptides can be antigenically presented as fusions to coat proteins III and VIII of the phage. The isolation of ligate-reactive phage from an immense background of nonspecific phage is achieved by the biopanning process. Enrichment of reactive phage relative to unreactive phage occurs with alternate rounds of affinity selection to the desired molecular target and amplification of the specifically bound phage. This allows the isolation of rare binding species contained in the phage peptide libraries. Each phage particle contains the information in its genome pertaining to the type of random peptide insert displayed. Hence, the identification of binding motifs displayed on ligate-reactive phage is revealed by sequencing the relevant insert site in the phage genome. Phage peptide libraries have been used to isolate ligands to an array of protein ligates. The libraries have proved particularly effective in defining the binding sites of monoclonal antibodies and to some extent polyclonal sera. The analysis of the peptide insert sequences of a number of different clones of antibody binding phage can reveal a great deal about the nature and restriction of the amino acid residues critical for the antibody–antigen interaction.     

Arabidopsis nuclear-encoded plastid transit peptides contain multiple sequence subgroups with distinctive chloroplast-targeting sequence motifs

The N-terminal transit peptides of nuclear-encoded plastid proteins are necessary and sufficient for their import into plastids, but the information encoded by these transit peptides remains elusive, as they have a high sequence diversity and lack consensus sequences or common sequence motifs. Here, we investigated the sequence information contained in transit peptides. Hierarchical clustering on transit peptides of 208 plastid proteins showed that the transit peptide sequences are grouped to multiple sequence subgroups. We selected representative proteins from seven of these multiple subgroups and confirmed that their transit peptide sequences are highly dissimilar. Protein import experiments revealed that each protein contained transit peptide-specific sequence motifs critical for protein import into chloroplasts. Bioinformatics analysis identified sequence motifs that were conserved among members of the identified subgroups. The sequence motifs identified by the two independent approaches were nearly identical or significantly overlapped. Furthermore, the accuracy of predicting a chloroplast protein was greatly increased by grouping the transit peptides into multiple sequence subgroups. Based on these data, we propose that the transit peptides are composed of multiple sequence subgroups that contain distinctive sequence motifs for chloroplast targeting.     

Identification of model peptides as affinity ligands for the purification of humanized monoclonal antibodies by means of phage display.

A proof-of-principle study was initiated to determine whether phage-display technology could be used to identify peptides as leads in the customization of ligands for affinity chromatography and to identify a peptide or peptidomimetic for use as a Protein A alternative in the affinity purification of monoclonal antibodies. The constant region of humanized anti-Tac (HAT), prepared by pepsin digestion and receptor-affinity chromatography, was used as the target for phage display in this study. As such, 20 phage-derived peptide sequences were identified from four rounds of biopanning with two linear phage-display libraries (7-mer, containing 100 copies of 2 x 10(9) sequences and 12-mer, containing 70 copies of 1.4 x 10(9) sequences). Five peptides were synthesized for use as affinity ligands, based on sequence homology to Protein A, sequence redundancy, and amino acid motifs. The best HAT binding immobilized peptide was EPIHRSTLTALL. The best-fit analysis of this peptide sequence with Protein A yielded an alignment well within the Fc binding domain of Protein A. These results suggest that phage display can serve as a tool in the identification of peptides as model ligands for affinity chromatography.     

Virtual interaction profiles of proteins.

We have developed a new method for the prediction of peptide sequences that bind to a protein, given a three-dimensional structure of the protein in complex with a peptide. By applying a recently developed sequence prediction algorithm and a novel ensemble averaging calculation, we generate a diverse collection of peptide sequences that are predicted to have significant affinity for the protein. Using output from the simulations, we create position-specific scoring matrices, or virtual interaction profiles (VIPs). Comparison of VIPs for a collection of binding motifs to sequences determined experimentally indicates that the prediction algorithm is accurate and applicable to a diverse range of structures. With these VIPs, one can scan protein sequence databases rapidly to seek binding partners of potential biological significance. Overall, this method can significantly enhance the information contained within a protein- peptide crystal structure, and enrich the data obtained by experimental selection methods such as phage display.     

Identification of trimannoside-recognizing peptide sequences from a T7 phage display screen using a QCM device

Here, we report on the identification of trimannoside-recognizing peptide sequences from a T7 phage display screen using a quartz-crystal microbalance (QCM) device. A trimannoside derivative that can form a self-assembled monolayer (SAM) was synthesized and used for immobilization on the gold electrode surface of a QCM sensor chip. After six sets of one-cycle affinity selection, T7 phage particles displaying PSVGLFTH (8-mer) and SVGLGLGFSTVNCF (14-mer) were found to be enriched at a rate of 17/44, 9/44, respectively, suggesting that these peptides specifically recognize trimannoside. Binding checks using the respective single T7 phage and synthetic peptide also confirmed the specific binding of these sequences to the trimannoside-SAM. Subsequent analysis revealed that these sequences correspond to part of the primary amino acid sequence found in many mannose- or hexose-related proteins. Taken together, these results demonstrate the effectiveness of our T7 phage display environment for affinity selection of binding peptides. We anticipate this screening result will also be extremely useful in the development of inhibitors or drug delivery systems targeting polysaccharides as well as further investigations into the function of carbohydrates in vivo.     

Parallel in Vivo and in Vitro Selection Using Phage Display Identifies Protease-dependent Tumor-targeting Peptides

We recently developed activatable cell-penetrating peptides (ACPPs) that target contrast agents to in vivo sites of matrix metalloproteinase activity, such as tumors. Here we use parallel in vivo and in vitro selection with phage display to identify novel tumor-homing ACPPs with no bias for primary sequence or target protease. Specifically, phage displaying a library of ACPPs were either injected into tumor-bearing mice, followed by isolation of cleaved phage from dissected tumor, or isolated based on selective cleavage by extracts of tumor versus normal tissue. Selected sequences were synthesized as fluorescently labeled peptides, and tumor-specific cleavage was confirmed by digestion with tissue extracts. The most efficiently cleaved peptide contained the substrate sequence RLQLKL and labeled tumors and metastases from several cancer models with up to 5-fold contrast. This uniquely identified ACPP was not cleaved by matrix metalloproteinases or various coagulation factors but was efficiently cleaved by plasmin and elastases, both of which have been shown to be aberrantly overexpressed in tumors. The identification of an ACPP that targets tumor expressed proteases without rational design highlights the value of unbiased selection schemes for the development of potential therapeutic agents.     

Affinity for the cognate monoclonal antibody of synthetic peptides derived from selection by phage display. Role of sequences flanking thebinding motif.

Randomized peptide sequences displayed at the surface of filamentous phages are often used to select antibody ligands. The selected sequences are generally further used in the form of synthetic peptides; however, as such, their affinity for the selecting antibody is extremely variable and factors influencing this affinity have not been fully deciphered. We have used an f88.4 phage-displayed peptide library to identify ligands of mAb 11E12, an antibody reactive to human cardiac troponin I. A majority of the sequences thus selected showed a (T/A/I/L) EP(K/R/H) motif, homologous to the Y-TEPH motif identified by multiple peptide synthesis as the critical motif recognized by mAb 11E12 in the peptide epitope. A set of 15-mer synthetic peptides derived from the phage-selected sequences was used in BIACORE to characterize their interaction with mAb 11E12. Most peptides exhibited affinities in the 7-26 nM range. These affinities represented, however, only 1.9-7. 5% of the affinity of the 15-mer peptide epitope. In circular dichroism experiments, the peptide epitope showed a propensity to have some stabilized conformation, whereas a low-affinity peptide selected by phage-display did not. To try to decipher the molecular basis of this difference in affinity, new peptides were prepared by grafting the N- or the C-terminal sequence of the peptide epitope to the Y-TEPK motif of a low-affinity peptide selected by phage-display. These hybrid peptides showed marked increases both in affinity (as assessed using BIACORE) and in inhibitory potency (as assessed in competition ELISA), compared with the parent sequence. Thus, the sequences flanking the motif, although not containing critical residues, convey some determinants necessary for high affinity. The affinity of a given peptide strongly depends on its capacity to maintain the antigenically reactive structure it has on the phage, implying that it is impossible to predict whether high- or low-affinity peptides will be obtained from phage display.     

Selection of a CXCR4 antagonist from a human heavy chain CDR3-derived phage library

Phage display technology is a powerful selection approach to identify strong and specific binders to a large variety of targets. In this study, we compared the efficacy of a phage library displaying human heavy chain complementarity determining region 3 (HCDR3) repertoires with a set of conventional random peptide libraries for the identification of CXCR4 antagonists using a peptide corresponding to the second extracellular loop of the receptor CXCR4 as target. A total of 11 selection campaigns on this target did not result in any specific ligand from the random peptide libraries. In contrast, a single selection campaign with an HCDR3 library derived from the IgM repertoire of a nonimmunized donor resulted in nine specific peptides with lengths ranging from 10 to 19 residues. Four of these HCDR3 sequences interacted with native receptor and the most frequently isolated peptide displayed an affinity of 5.6 μm and acted as a CXCR4 antagonist (IC(50) = 23 μm). To comprehend the basis of the highly efficient HCDR3 library selection, its biochemical properties were investigated. The HCDR3 length varied from 3 to 21 residues and displayed a biased amino acid content with a predominant proportion of Tyr, Gly, Ser and Asp. Repetitive and conserved motifs were observed in the majority of the HCDR3 sequences. The strength and efficacy of the HCDR3 libraries reside in the combination of multiple size peptides and a naturally biased sequence variation. Therefore, HCDR3 libraries represent a powerful and versatile alternative to fully randomized peptide libraries, in particular for difficult targets.     

Evolution of binding affinity in a WW domain probed by phage display

The WW domain is an approximately 38 residue peptide-binding motif that binds a variety of sequences, including the consensus sequence xPPxY. We have displayed hYAP65 WW on the surface of M13 phage and randomized one-third of its three-stranded antiparallel beta-sheet. Improved binding to the hydrophobic peptide, GTPPPPYTVG (WW1), was selected in the presence of three different concentrations of proteinase K to simultaneously drive selection for improved stability as well as high-affinity binding. While some of the selected binders show cooperative unfolding transitions, others show noncooperative thermal unfolding curves. Two novel WW consensus sequences have been identified, which bind to the xPPxY motif with higher affinity than the wild-type hYAP65 WW domain. These WW domain sequences are not precedented in any natural WW domain sequence. Thus, there appear to be a large number of motifs capable of recognizing the target peptide sequence, only a subset of which appear to be used in natural proteins.     

A survey of furin substrate specificity using substrate phage display.

The substrate specificity of furin, a mammalian enzyme involved in the cleavage of many constitutively expressed protein precursors, was studied using substrate phage display. In this method, a multitude of substrate sequences are displayed as fusion proteins on filamentous phage particles and ones that are cleaved can be purified by affinity chromatography. The cleaved phage are propagated and submitted to additional rounds of protease selection to further enrich for good substrates. DNA sequencing of the cleaved phage is used to identify the substrate sequence. After 6 rounds of sorting a substrate phage library comprising 5 randomized amino acids (xxxxx), virtually all clones had an RxxR motif and many had Lys, Arg, or Pro before the second Arg. Nine of the selected sequences were assayed using a substrate-alkaline phosphatase fusion protein system. All were cleaved after the RxxR, and some substrates with Pro or Thr in P2 were also found to be cleaved as efficiently as RxKR or RxRR. To further elaborate surrounding determinants, we constructed 2 secondary libraries (xxRx(K/R)Rx and xxRxPRx). Although no consensus developed for the latter library, many of the sequences in the the former library had the 7-residue motif (L/P)RRF(K/R)RP, suggesting that the furin recognition sequence may extend over more than 4 residues. These studies further clarify the substrate specificity of furin and suggest the substrate phage method may be useful for identifying consensus substrate motifs in other protein processing enzymes.     

Sequential determination of ligands binding to discrete components in heterogeneous mixtures by iterative panning and blocking (IPAB)

Biopanning has been used extensively in conjunction with purified components, but there are also examples in which mixtures of targets have been investigated. This study introduces a methodological innovation, termed iterative panning and blocking (IPAB), to extend the range of specific interactions that can be probed in mixtures. Here this procedure is used to probe a mixture of high molecular mass components of human cord blood with phage-peptide display libraries. The initial panning recovered phage that bore the consensus motif Gly-Pro-Arg-Pro, a known fibrinogen-binding motif. These phage bound specifically to purified fibrinogen. A series of peptides containing the Gly-Pro-Arg-Pro motif efficiently blocked the binding of phage having the same motif, presumably by binding to their common target. A second round of panning was performed against the same target mixture in the presence of this blocking peptide. Phage recovered from this second panning exhibited a motif (Ser-His-Tyr) that was subsequently shown to bind specifically to complement component C1q. A second peptide containing this motif specifically blocked the interaction of the phage with C1q. A third round of panning performed in the presence of both the fibrinogen- and the C1q- blocking peptides yielded phage with a new peptide motif (Asn-Pro-Phe) that also bound specifically to C1q, apparently at a new site. The three motifs isolated through this iterative process were distinct in that each was blocked only by its corresponding peptide. This IPAB strategy can be applied to many high diversity selection procedures that target complex mixtures.     

Direct Expression and Validation of Phage-selected Peptide Variants in Mammalian Cells

Phage display is a key technology for the identification and maturation of high affinity peptides, antibodies, and other proteins. However, limitations of bacterial expression restrict the range and sensitivity of assays that can be used to evaluate phage-selected variants. To address this problem, selected genes are typically transferred to mammalian expression vectors, a major rate-limiting step in the iterative improvement of peptides and proteins. Here we describe a system that combines phage display and efficient mammalian expression in a single vector, pDQ1. This system permits immediate expression of phage-selected genes as IgG1-Fc fusions in mammalian cells, facilitating the rapid, sensitive characterization of a large number of library outputs for their biochemical and functional properties. We demonstrate the utility of this system by improving the ability of a CD4-mimetic peptide to bind the HIV-1 envelope glycoprotein and neutralize HIV-1 entry. We further improved the potency of the resulting peptide, CD4mim6, by limiting its ability to induce the CD4-bound conformation of the envelope glycoprotein. Thus, CD4mim6 and its variants can be used to investigate the properties of the HIV-1 envelope glycoprotein, and pDQ1 can accelerate the discovery of new peptides and proteins through phage display.     

RELIC--a bioinformatics server for combinatorial peptide analysis and identification of protein-ligand interaction sites

Phage display technology provides a versatile tool for exploring the interactions between proteins, peptides and small molecule ligands. Quantitative analysis of peptide population sequence diversity and bias patterns has the power to significantly enhance the impact of these methods [1, 2]. We have developed a suite of computational tools for the analysis of peptide populations and made them accessible by integrating fifteen software programs for the analysis of combinatorial peptide sequences into the REceptor LIgand Contacts (RELIC) relational database and web-server. These programs have been developed for the analysis of statistical properties of peptide populations; identification of weak consensus sequences within these populations; and the comparison of these peptide sequences to those of naturally occurring proteins. RELIC is particularly suited to the analysis of peptide populations affinity selected with a small molecule ligand such as a drug or metabolite. Within this functional context, the ability to identify potential small molecule binding proteins using combinatorial peptide screening will accelerate as more ligands are screened and more genome sequences become available. The broader impact of this work is the addition of a novel means of analyzing peptide populations to the phage display community.