Experimental validation of a fragment library for lead discovery using SPR biosensor technology

A new fragment library for lead discovery has been designed and experimentally validated for use in surface plasmon resonance (SPR) biosensor-based screening. The 930 compounds in the library were selected from 4.6 million commercially available compounds using a series of physicochemical and medicinal chemistry filters. They were screened against 3 prototypical drug targets: HIV-1 protease, thrombin and carbonic anhydrase, and a nontarget: human serum albumin. Compound solubility was not a problem under the conditions used for screening. The high sensitivity of the sensor surfaces allowed the detection of interactions for 35% to 97% of the fragments, depending on the target protein. None of the fragments was promiscuous (i.e., interacted with a stoichiometry ≥5:1 with all 4 proteins), and only 2 compounds dissociated slowly from all 4 proteins. The use of several targets proved valuable since several compounds would have been disqualified from the library on the grounds of promiscuity if fewer target proteins had been used. The experimental procedure allowed an efficient evaluation and exploration of the new fragment library and confirmed that the new library is suitable for SPR biosensor-based screening.     

A human cDNA library for high-throughput protein expression screening

We have constructed a human fetal brain cDNA library in an Escherichia coli expression vector for high-throughput screening of recombinant human proteins. Using robot technology, the library was arrayed in microtiter plates and gridded onto high-density filter membranes. Putative expression clones were detected on the filters using an antibody against the N-terminal sequence RGS-His(6) of fusion proteins. Positive clones were rearrayed into a new sublibrary, and 96 randomly chosen clones were analyzed. Expression products were analyzed by SDS-PAGE, affinity purification, matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry, and the determined protein masses were compared to masses predicted from DNA sequencing data. It was found that 66% of these clones contained inserts in a correct reading frame. Sixty-four percent of the correct reading frame clones comprised the complete coding sequence of a human protein. High-throughput microtiter plate methods were developed for protein expression, extraction, purification, and mass spectrometric analyses. An enzyme assay for glyceraldehyde-3-phosphate dehydrogenase activity in native extracts was adapted to the microtiter plate format. Our data indicate that high-throughput screening of an arrayed protein expression library is an economical way of generating large numbers of clones producing recombinant human proteins for structural and functional analyses.     

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.     

Cloning and sequencing of the peroxisomal amine oxidase gene from Hansenula polymorpha

We have cloned the AMO gene, encoding the microbody matrix enzyme amine oxidase (EC 1.4.3.6) from the yeast Hansenula polymorpha. The gene was isolated by differential screening of a cDNA library, immunoselection, and subsequent screening of a H. polymorpha genomic library. The nucleotide sequence of a 3.6 kilobase stretch of DNA containing the amine oxidase (AMO) gene was determined. The AMO gene contains an open reading frame of 692 amino acids, with a relative molecular mass of 77,435. The 5' and 3' ends of the gene were mapped and show that the transcribed region measures 2134 nucleotides. The derived amino-acid sequence was confirmed by sequencing an internal proteolytic fragment of the purified protein. Amine oxidase contains the tripeptide sequence Ser-Arg-Leu, located 9 residues from the carboxy terminus, which may represent the topogenic signal for protein import into microbodies.     

Differential screening of a cDNA library with cDNA probes amplified in a heterologous host: isolation of murine GRP78 (BiP) and other serum-regulated low-abundance mRNAs

A novel method was used to screen differentially a cDNA library for clones representing serum-regulated mRNA species of low abundance. To increase the amount of probe available for screening, the cDNA probe was cloned and amplified. Two separate cDNA 'probe' libraries were constructed in the Escherichia coli plasmid vector pDE613, using poly(A)+mRNA from murine cells at 0 and 16 h after stimulation of a G0 population. Radiolabelled plasmid DNA from each library was hybridized sequentially to colony blots of the third 'target' library, constructed with mRNA from serum-stimulated cells in the Bacillus subtilis vector pBD214. Differential screening of the target cDNA library with the two probe libraries identified novel murine cDNA clones, some representing cytoplasmic poly(A)+RNA species of low (0.01%) abundance, accumulating after serum stimulation of a quiescent mouse embryo fibroblast population. One cDNA clone was found to correspond to mitochondrial 16S rRNA and a second was identified as the murine equivalent of previously described cDNA clones for the hamster 78-kDa glucose-regulated protein (GRP78) and the rat immunoglobulin heavy-chain-binding protein. GRP78 mRNA has not previously been recognized as a serum-inducible message.     

Bacteria-based in vivo peptide library screening using biopanning approach

Traditionally, library screening has been performed to identify biologically active agents including small molecules or peptides that inhibit target proteins or molecules with therapeutic interests. Due to its chemical nature, library screening is usually performed under in vitro environments using purified proteins and molecules. However, active agents identified from in vitro screenings often fail to exhibit biological activities in cells. To overcome this inherent limitation, we have developed an in vivo peptide library screening system that allows for the identification of dissociative inhibitors of protein interactions of interest. The screening is based on the reconstitution of the cI repressor from bacteriophage lambda with high-density expression peptide library and is entirely performed in bacteria cells. Furthermore, to enhance the efficacy and sensitivity of the screening, a multiple-round biopanning approach was employed for amplification and enrichment of positive peptides. Overall, this in vivo screening should provide a fast and efficient tool for identification of biologically active peptide molecules against target protein assembly.     

抗乙型肝炎病毒表面抗原T7噬菌体抗体库的构建

构建T7噬菌体单链抗体(scFv)库筛选抗乙型肝炎病毒表面抗原抗体.从抗-HBs阳性患者外周血淋巴细胞中提取总RNA,反转录合成cDNA第1条链,PCR分别扩增抗体重链可变区基因(VH)和轻链可变区基因(VL),经重叠延伸拼接(SOE)PCR组成scFv基因,并将其与T7噬菌体载体的2个臂相连接.体外包装后,在宿主菌BLT5403中,扩增重组噬菌体抗体库.以乙型肝炎病毒表面抗原进行4轮“吸附-洗脱-扩增”的筛选,酶免疫实验检测抗体活性.所建抗体库库容为1.53×107,扩增后初级库滴度为2.42×1010pfu/mL.以乙型肝炎病毒表面抗原筛选后抗体出现特异性富集,经酶免疫实验鉴定,得到2株与HBsAg抗原特异结合的噬菌体抗体,成功构建了抗HBsAg蛋白T7噬菌体抗体库.     

Designing specific protein-protein interactions using computation, experimental library screening, or integrated methods

Given the importance of protein-protein interactions for nearly all biological processes, the design of protein affinity reagents for use in research, diagnosis or therapy is an important endeavor. Engineered proteins would ideally have high specificities for their intended targets, but achieving interaction specificity by design can be challenging. There are two major approaches to protein design or redesign. Most commonly, proteins and peptides are engineered using experimental library screening and/or in vitro evolution. An alternative approach involves using protein structure and computational modeling to rationally choose sequences predicted to have desirable properties. Computational design has successfully produced novel proteins with enhanced stability, desired interactions and enzymatic function. Here we review the strengths and limitations of experimental library screening and computational structure-based design, giving examples where these methods have been applied to designing protein interaction specificity. We highlight recent studies that demonstrate strategies for combining computational modeling with library screening. The computational methods provide focused libraries predicted to be enriched in sequences with the properties of interest. Such integrated approaches represent a promising way to increase the efficiency of protein design and to engineer complex functionality such as interaction specificity.     

A monosaccharide-modified peptide phage library for screening of ligands to carbohydrate-binding proteins

A monosaccharide-modified β-loop peptide library displayed on phage has been constructed and used for the screening of glycopeptide ligands against a carbohydrate-binding protein. The β-loop peptide library was designed and modified with a mannose derivative on phage. The glycopeptide ligands to concanavalin A (ConA), a mannose-binding protein, were obtained from the mannose-modified peptide phage library. The amino acids neighboring the mannose unit of glycopeptides not only reinforced the binding affinity but also gave diverse binding characteristics.     

Cysteine-to-serine shuffling using a Saccharomyces cerevisiae expression system improves protein secretion: case of a nonglycosylated mutant of miraculin, a taste-modifying protein

PURPOSE OF WORK: Soluble protein expression is an important first step during various types of protein studies. Here, we present the screening strategy of secretable mutant. The strategy aimed to identify those cysteine residues that provoke protein misfolding in the heterologous expression system. Intentional mutagenesis studies should consider the size of the library and the time required for expression screening. Here, we proposed a cysteine-to-serine shuffling mutation strategy (CS shuffling) using a Saccharomyces cerevisiae expression system. This strategy of site-directed shuffling mutagenesis of cysteine-to-serine residues aims to identify the cysteine residues that cause protein misfolding in heterologous expression. In the case of a nonglycosylated mutant of the taste-modifying protein miraculin (MCL), which was used here as a model protein, 25% of all constructs obtained from CS shuffling expressed MCL mutant, and serine mutations were found at Cys47 or Cys92, which are involved in the formation of the disulfide bond. This indicates that these residues had the potential to provoke protein misfolding via incorrect disulfide bonding. The CS shuffling can be performed using a small library and within one week, and is an effective screening strategy of soluble protein expression.     

Development of an optimized expression system for the screening of antibody libraries displayed on the Escherichia coli surface.

Polypeptide library screening technologies are critically dependent upon the characteristics of the expression system employed. A comparative analysis of the lpp-lac, tet and araBAD promoters was performed to determine the importance of tight regulation and expression level in library screening applications. The surface display of single-chain antibody (scFv) in Escherichia coli as an Lpp-OmpA' fusion was monitored using a fluorescently tagged antigen in conjunction with flow cytometry. In contrast to the lpp-lac promoter, both tet and araBAD promoters could be tightly repressed. Tight regulation was found to be essential for preventing rapid depletion of library clones expressing functional scFv and thus for maintaining the initial library diversity. Induction with subsaturating inducer concentrations yielded mixed populations of uninduced and fully induced cells for both the tet and araBAD expression systems. In contrast, homogeneous expression levels were obtained throughout the population using saturating inducer concentrations and could be adjusted by varying the induction time and plasmid copy number. Under optimal induction conditions for the araBAD system, protein expression did not compromise either cell viability or library diversity. This expression system was used to screen a library of random scFv mutants specific for digoxigenin for clones exhibiting improved hapten dissociation kinetics. Thus, an expression system has been developed which allows library diversity to be preserved and is generally applicable to the screening of E. coli surface displayed libraries.     

Simplified methods for construction, assessment and rapid screening of peptide libraries in bacteriophage.

An efficient strategy has been devised for the construction of diverse peptide libraries in bacteriophage vectors. This strategy was used to generate a library of 4 x 10(8) random decapeptide inserts in the pIII protein of bacteriophage fd. A novel method for evaluating the genetic diversity of bacteriophage libraries based on colony hybridization with partially degenerate oligonucleotides has been developed. The decapeptide library was affinity-selected with a previously characterized monoclonal antibody specific for the V3 loop of the gp120 protein of HIV-1. Immunological screening, an efficient technique for the rapid identification of putative binding bacteriophage, is described. Hexapeptide sequences similar to those obtained from affinity selection of a hexapeptide bacteriophage library were obtained from the decapeptide library in all five frames. Immunological screening of 20,000 clones from the two libraries after two rounds of affinity selection rapidly identified antibody-binding sequences; 93% and 86% of the sequences obtained from the hexapeptide and decapeptide libraries, respectively, had IC50 values < or = 10 mM as free peptides.     

Straightforward hit identification approach in fragment-based discovery of bromodomain-containing protein 4 (BRD4) inhibitors

A combination approach of a fragment screening and “SAR by catalog” was used for the discovery of bromodomain-containing protein 4 (BRD4) inhibitors. Initial screening of 3695-fragment library against bromodomain 1 of BRD4 using thermal shift assay (TSA), followed by initial hit validation, resulted in 73 fragment hits, which were used to construct a follow-up library selected from available screening collection. Additionally, analogs of inactive fragments, as well as a set of randomly selected compounds were also prepared (3?×?3200 compounds in total). Screening of the resulting sets using TSA, followed by re-testing at several concentrations, counter-screen, and TR-FRET assay resulted in 18 confirmed hits. Compounds derived from the initial fragment set showed better hit rate as compared to the other two sets. Finally, building dose-response curves revealed three compounds with IC₅₀?=?1.9–7.4?μM. For these compounds, binding sites and conformations in the BRD4 (4UYD) have been determined by docking.     

Development of a new approach for screening combinatorial libraries using MALDI-TOF-MS and HPLC-ESI-MS/MS

Mass spectrometric techniques play a prominent role in the rapidly expanding field of high-throughput screening (HTS). In this paper, the authors present a novel qualitative approach for the screening of a small library of compounds using MALDI-TOF-MS and HPLC-ESI-MS/MS. Chymotrypsin (CT), a serine protease, was selected as the target protein. A well-known inhibitor of CT is chymostatin (CS), a naturally occurring peptide aldehyde, which is reported to be a mixture of 3 components-A, B, and C-differing only in one of the amino acids. The authors report that native CS mixture consists of 3 additional ring hydroxylated components and that each compound exists in 2 epimeric forms. In case of protein-binding compounds, only 1 of the epimers was found to be active. A unique feature of this study is the generation of a combinatorial library of CS derivatives applying a one-pot strategy followed by identification and structural elucidation of the library components. Analytical investigation of the library resulted in the identification of 22 compounds. After incubation with CT and centrifugal ultrafiltration, 10 compounds were detected as protein-binding ligands. Finally, the complementary potentials of MALDI-TOF-MS and HPLC-MS/MS in the screening of complex ligand mixtures have been discussed.     

To the Final Goal: Can We Predict and Suggest Mutations for Protein to Develop Desired Phenotype?

Directed evolution of proteins is a good approach to develop desired phenotypes from existing proteins. Fully experimental protein evolution usually utilizes randomization of a given protein sequence by error-prone PCR or gene shuffling followed by high-throughput selection or timeconsuming screening method. However, these random methods create mutant library full of deleterious mutations. In addition, they need high-throughput screening or selection method to search for positive clones from an enormous size of mutant library. Construction of a mutant library while retaining the original function is important for efficient protein evolution because it greatly reduces time and effort for the identification of positive mutants. Therefore, researchers have tried to reduce the size of mutant library by minimizing the occurrence of deleterious mutants. Such efforts have led to the creation of a concept of ‘small but smart library’. For this goal, neutral drift theory has been applied. Although smart library greatly reduces the library size, it is still the beyond the capacity of low-throughput assay. In parallel, computational analysis of protein structure and efforts to discriminate mutatable residues from all residues of a given protein have been consistently pursued. Accumulated knowledge of protein evolution through random mutation and selection has improved our understanding of functions of amino acids in protein structure. Protein evolution by rational design is being developed based on such understanding. In this review, we describe how the use of semi-rationally designed library rather than completely random one has impacted the overall procedure of directed evolution. We also describe efforts made to evaluate the effect of single mutation. Such efforts will bring lazy boys to the final goal - computational mutation suggestion system.     

ELISA-Mimic Screen for Synthetic Polymer Nanoparticles with High Affinity to Target Proteins

Synthetic polymer nanoparticles (NPs) that display high affinity to protein targets have significant potential for medical and biotechnological applications as protein capture agents or functional replacements of antibodies ("plastic antibodies"). In this study, we modified an immunological assay (enzyme-linked immunosorbent assay: ELISA) into a high-throughput screening method to select nanoparticles with high affinity to target proteins. Histone and fibrinogen were chosen as target proteins to demonstrate this concept. The selection process utilized a biotinylated NP library constructed with combinations of functional monomers. The screen identified NPs with distinctive functional group compositions that exhibited high affinity to either histone or fibrinogen. The variation of protein affinity with changes in the nature and amount of functional groups in the NP provided chemical insight into the principle determinants of protein-NP binding. The NP affinity was semiquantified using the ELISA-mimic assay by varying the NP concentrations. The screening results were found to correlate with solution-based assay results. This screening system utilizing a biotinylated NP is a general approach to optimize functional monomer compositions and can be used to rapidly search for synthetic polymers with high (or low) affinity for target biological macromolecules.     

Docking and scoring with alternative side-chain conformations

We describe a scoring and modeling procedure for docking ligands into protein models that have either modeled or flexible side-chain conformations. Our methodical contribution comprises a procedure for generating new potentials of mean force for the ROTA scoring function which we have introduced previously for optimizing side-chain conformations with the tool IRECS. The ROTA potentials are specially trained to tolerate small-scale positional errors of atoms that are characteristic of (i) side-chain conformations that are modeled using a sparse rotamer library and (ii) ligand conformations that are generated using a docking program. We generated both rigid and flexible protein models with our side-chain prediction tool IRECS and docked ligands to proteins using the scoring function ROTA and the docking programs FlexX (for rigid side chains) and FlexE (for flexible side chains). We validated our approach on the forty screening targets of the DUD database. The validation shows that the ROTA potentials are especially well suited for estimating the binding affinity of ligands to proteins. The results also show that our procedure can compensate for the performance decrease in screening that occurs when using protein models with side chains modeled with a rotamer library instead of using X-ray structures. The average runtime per ligand of our method is 168 seconds on an Opteron V20z, which is fast enough to allow virtual screening of compound libraries for drug candidates.