Selection of horseradish peroxidase variants with enhanced enantioselectivity by yeast surface display

We report a method for in vitro selection of catalytically active enzymes from large libraries of variants displayed on the surface of the yeast S. cerevisiae. Two libraries, each containing approximately 2 x 10(6) variants of horseradish peroxidase (HRP), were constructed; one involved error-prone PCR that sampled mutations throughout the coding sequence, whereas the other involved complete combinatorial enumeration of five positions near the active site to non-cysteine residues. The enzyme variants displayed on the yeast surface were allowed to modify it with a fluorescently labeled substrate. A combination of positive and negative selection applied to the active-site-directed library resulted in variants with up to an 8-fold altered enantioselectivity, including its reversal, toward L/D-tyrosinol. In contrast, the library constructed by using error-prone PCR yielded no HRP variants with a significantly improved enantioselectivity.     

Towards the creation of novel proteins by block shuffling

We have been investigating the creation of novel proteins by means of block shuffling, where the term block refers to an amino acid sequence that corresponds to particular features of proteins, such as secondary structures, modules, functional motifs, and so on. Block shuffling makes it possible to explore the global sequence space, which is not feasible with conventional methods, such as DNA shuffling or family shuffling. To investigate what properties are required for the building blocks, we have analyzed the foldability and enzymatic activity of barnase mutants obtained by permutation of modules or secondary structure units. This reconstructive approach indicated that secondary structure units with mutual long-range interactions are more suitable than modules as building blocks, at least in the case of barnase. The results also suggested that proteins in evolutionarily intermediate states are created by block shuffling, and such proteins have the potential to be evolved into mature globular proteins. For the construction of combinatorial protein libraries, we have developed random multi-recombinant PCR (RM-PCR), which can combine different DNA fragments without homologous sequences. The libraries can be utilized for in vitro selection using in vitro virus (mRNA display) or stable (DNA display), which have also been developed in our laboratory. In this review article, we summarize our strategy to create novel proteins by block shuffling and review key literature in the field. Possible applications of the block shuffling strategy are also discussed.     

Accessing rare activities from random RNA sequences: the importance of the length of molecules in the starting pool

Background: In the past few years numerous binding and catalytic motifs have been isolated from pools of random nucleic acid sequences. To extend the utility of this approach it is important to learn how to design random-sequence pools that provide maximal access to rare activities. In an effort to better define the relative merits of longer and shorter pools (i.e. pools with longer or shorter random-sequence segments), we have examined the inhibitory effect of excess arbitrary sequence on ribozyme activity and have evaluated whether this inhibition overshadows the calculated advantage of longer pools.Results: The calculated advantage of longer sequences was highly dependent on the size and complexity of the desired motif. Small, simple motifs were not much more abundant in longer molecules. In contrast, larger motifs, particularly the most complex (highly modular) motifs, were much more likely to be present in longer molecules. The experimentally determined inhibition of activity by excess sequence was moderate, with bulk effects among four libraries ranging from no effect to 18-fold inhibition. The median effect among 60 clones was fivefold inhibition.Conclusions: For accessing simple motifs (e.g. motifs at least as small and simple as the hammerhead ribozyme motif), longer pools have little if any advantage. For more complex motifs, the inhibitory effect of excess sequence does not approach the calculated advantage of pools of longer molecules. Thus, when seeking to access rare activities, the length of typical random-sequence pools (≤ 70 random positions) is shorter than optimal. As this conclusion holds over a range of incubation conditions, it may also be relevant when considering the emergence of new functional motifs during early evolution.     

The recognition of a noncanonical RNA base pair by a zinc finger protein.

BACKGROUND: The zinc finger (ZF) is the most abundant nucleic-acid-interacting protein motif. Although the interaction of ZFs with DNA is reasonably well understood, little is known about the RNA-binding mechanism. We investigated RNA binding to ZFs using the Zif268-DNA complex as a model system. Zif268 contains three DNA-binding ZFs; each independently binds a 3 base pair (bp) subsite within a 9 bp recognition sequence. RESULTS: We constructed a library of phage-displayed ZFs by randomizing the alpha helix of the Zif268 central finger. Successful selection of an RNA binder required a noncanonical base pair in the middle of the RNA triplet. Binding of the Zif268 variant to an RNA duplex containing a G.A mismatch (rG.A) is specific for RNA and is dependent on the conformation of the mismatched middle base pair. Modeling and NMR analyses revealed that the rG.A pair adopts a head-to-head configuration that counterbalances the effect of S-puckered riboses in the backbone. We propose that the structure of the rG.A duplex is similar to the DNA in the original Zif268-DNA complex. CONCLUSIONS: It is possible to change the specificity of a ZF from DNA to RNA. The ZF motif can use similar mechanisms in binding both types of nucleic acids. Our strategy allowed us to rationalize the interactions that are possible between a ZF and its RNA substrate. This same strategy can be used to assess the binding specificity of ZFs or other protein motifs for noncanconical RNA base pairs, and should permit the design of proteins that bind specific RNA structures.     

Tilted peptides: the history

Nature has selected peptide motifs for protein functions. It is clear that specific sequence motifs can identify families of enzymes. These sequence motifs are one dimensional signatures and nature has also developed two dimension motifs which cannot be read in the one dimension of sequence language but can be detected in the three dimensional properties of a secondary structure. One of such motifs is tilted peptides. They do not correspond to any consensus of sequence but correspond to a consensus motif where hydrophobicity balance is used as a functional device. In the nineteen eighties, the first tilted peptide was deciphered from the sequence of a virus fusion protein by molecular modelling. It was described as a protein fragment hydrophobic enough to insert into a membrane but too short to span it. The fragment exhibited an asymmetric distribution of hydrophobicity along the helix long axis and hence, was unable to lie parallel or perpendicular to a membrane surface but adopted an orientation in between. Hydrophobicity motif was a very new and very challenging concept and tilted peptides were rapidly found to be involved in several mechanisms of virus fusion. They were also found to be involved in protein secretion and future studies could establish their involvement in the destabilization of 3D protein structures and in the alpha to beta transconformations, which drive the generation of amyloid deposits.     

Three-Dimensional DNA Crystals with pH-Responsive Noncanonical Junctions

Three-dimensional (3D) DNA crystals have been envisioned as programmable biomaterial scaffolds for creating ordered arrays of biological and nonbiological molecules. Despite having excellent programmable properties, the linearity of the Watson-Crick B-form duplex imposes limitations on 3D crystal design. Predictable noncanonical base pairing motifs have the potential to serve as junctions to connect linear DNA segments into complex 3D lattices. Here, we designed crystals based on a template structure with parallel-stranded noncanonical base pairs. Depending on pH, the structures we determined contained all but one or two of the designed secondary structure interactions. Surprisingly, a conformational change of the designed Watson-Crick duplex region resulted in crystal packing differences between the predicted and observed structures. However, the designed noncanonical motif was virtually identical to the template when crystals were grown at pH 5.5, highlighting the motif's predictability. At pH 7.0 we observed a structurally similar variation on this motif that contains a previously unobserved C-G?G-C quadruple base pair. We demonstrate that these two variants can interconvert in crystallo in response to pH perturbations. This study spotlights several important considerations in DNA crystal design, describes the first 3D DNA lattice composed of A-DNA helical sheets, and reveals a noncanonical DNA motif that has adaptive features that may be useful for designing dynamic crystals or biomaterial assemblies.     

Evolution of the dUTPase gene of mammalian and avian herpesviruses

Sequences of dUTPases encoded by Alpha- and Gammaherpesviruses resemble other dUTPases in their possession of five conserved motifs, but differ in having greater chain lengths (about twice as long) and in the location of Motif 3 at an N terminal location relative to the other motifs. It was proposed that the herpesvirus gene arose by intragenic duplication of a standard dUTPase coding sequence and subsequent loss of one copy of each motif from the double length chain, and that the resulting enzyme was active as a monomer. With knowledge of the trimeric 3D structure of standard dUTPases, it is possible to suggest transformations that occurred in evolutionary development of the herpesvirus dUTPase. The distinct location of Motif 3 can indeed be seen to be consistent with it contributing to a single intramolecular active site with the other motifs. Separately, the occurrence in herpesvirus dUTPases of around 20 to 40 additional residues between Motifs 4 and 5 allows the C-terminal Motif 5 to reach the active site intramolecularly. The driving force behind these evolutionary changes remains obscure. We speculate that they may have allowed acquisition of a novel, presently unknown function by the protein. Consistent with this idea is the observation that in Alpha- and Gammaherpesvirus dUTPases the original locus of Motif 3 is occupied by a distinct conserved sequence (Motif 6); perhaps this element constitutes part of a separate functional capability. Notably, the apparently orthologous protein in Betaherpesviruses lacks the standard motifs while Motif 6 is still present.     

Dinucleotide junction cleavage versatility of 8-17 deoxyribozyme

We conducted 16 parallel in vitro selection experiments to isolate catalytic DNAs from a common DNA library for the cleavage of all 16 possible dinucleotide junctions of RNA incorporated into a common DNA/RNA chimeric substrate sequence. We discovered hundreds of sequence variations of the 8-17 deoxyribozyme--an RNA-cleaving catalytic DNA motif previously reported--from nearly all 16 final pools. Sequence analyses identified four absolutely conserved nucleotides in 8-17. Five representative 8-17 variants were tested for substrate cleavage in trans, and together they were able to cleave 14 dinucleotide junctions. New 8-17 variants required Mn2+ to support their broad dinucleotide cleavage capabilities. We hypothesize that 8-17 has a tertiary structure composed of an enzymatic core executing catalysis and a structural facilitator providing structural fine tuning when different dinucleotide junctions are given as cleavage sites.     

Evolution of high-branching deoxyribozymes from a catalytic DNA with a three-way junction

Here, we report the evolution of two star-shaped (five-way junction) deoxyribozymes from a catalytic DNA containing a three-way junction scaffold. The transition was shown to be a switch rather than a gradual progression. The star-shaped motifs, surprisingly, only took five selection cycles to be detected, and another four to dominate the evolving population. Chemical probing experiments indicated that the two deoxyribozymes belong to the same family despite noticeable variations in both the primary sequence and the secondary structure. Our findings not only describe the evolution of high-branching nucleic acid structures from a low-branching catalytic module, but they also illustrate the idea of deriving a rare structural motif by sampling the sequence variants of a given functional nucleic acid.     

Detecting conserved secondary structures in RNA molecules using constrained structural alignment

Constrained sequence alignment has been studied extensively in the past. Different forms of constraints have been investigated, where a constraint can be a subsequence, a regular expression, or a probability matrix of symbols and positions. However, constrained structural alignment has been investigated to a much lesser extent. In this paper, we present an efficient method for constrained structural alignment and apply the method to detecting conserved secondary structures, or structural motifs, in a set of RNA molecules. The proposed method combines both sequence and structural information of RNAs to find an optimal local alignment between two RNA secondary structures, one of which is a query and the other is a subject structure in the given set. The method allows a biologist to annotate conserved regions, or constraints, in the query RNA structure and incorporates these regions into the alignment process to obtain biologically more meaningful alignment scores. A statistical measure is developed to assess the significance of the scores. Experimental results based on detecting internal ribosome entry sites in the RNA molecules of hepatitis C virus and Trypanosoma brucei demonstrate the effectiveness of the proposed method and its superiority over existing techniques.     

In Vitro Selection of pH‐Activated DNA Nanostructures

We report the first in vitro selection of DNA nanostructures that switch their conformation when triggered by change in pH. Previously, most pH‐active nanostructures were designed using known pH‐active motifs, such as the i‐motif or the triplex structure. In contrast, we performed de novo selections starting from a random library and generated nanostructures that can sequester and release Mipomersen, a clinically approved antisense DNA drug, in response to pH change. We demonstrate extraordinary pH‐selectivity, releasing up to 714‐fold more Mipomersen at pH 5.2 compared to pH 7.5. Interestingly, none of our nanostructures showed significant sequence similarity to known pH‐sensitive motifs, suggesting that they may operate via novel structure‐switching mechanisms. We believe our selection scheme is general and could be adopted for generating DNA nanostructures for many applications including drug delivery, sensors and pH‐active surfaces.     

Screening for protease substrate by polyvalent phage display

Proteases are key regulators of many physiological and pathological processes [1,2], and are recognized as important and tractable drug candidates. Consequently, knowledge of protease substrate recognition and specificity promotes identification of biologically relevant substrates, helps elucidating a protease's biological function, and the design of specific inhibitors. Traditional methods for establishing substrate recognition profiles involve the identification of the scissile bond within a given protein substrate by proteomic methods such as Edman degradation. Then, synthetic peptide variants of this sequence can be screened in an iterative fashion to arrive at more optimized substrates. Even though it can be fruitful, this iterative strategy is biased toward the original substrate sequence and it is also tremendously cumbersome. Furthermore, it is not amenable to high throughput analysis. In 1993, Matthew & Wells presented a method for the use of monovalent "substrate phage" libraries for discovering peptide substrates for proteases, in which more than 10(7) potential substrates can be tested concurrently [3]. A library of fusion proteins was constructed containing randomized substrate sequences placed between a binding domain and the gene III coat protein of the filamentous phage, M13, which displays the fusion protein and packages the gene coding for it inside. Each fusion protein was displayed as a single copy on filamentous phagemid particles (substrate phage). This method allows one to rapidly survey the substrate recognition and specificity of individual or closely related members of proteases. Over the past decade, substrate phage screening has shown terrific utility in rapidly determining protease specificity and characterization of substrate recognition profile of proteases. In some cases, the structural insights of the catalytic domain were obtained from comparison of substrate specificity among closely related family of proteases [4-6]. The number of proteases (from various classes) characterized by this approach testifies to its power. Since the initial development of substrate phage library, different versions of the substrate phage cloning vectors have been constructed to further improve the utility of substrate phage display. This review will provide an overview of the construction of substrate phage display libraries, screening of substrate phage libraries, examples of application, summary and future directions.     

A binary coding method of RNA secondary structure and its application

According to the three classifications of nucleotides, we introduce a sort of binary coding method of RNA secondary structures. On the basis of this representation, we can reduce a RNA secondary structure into three binary digit sequences. We also propose coding rules based on the exclusive‐OR operation. Associating with the proposed coding rules, we can judge the mutation between bases or between base and base pair, and make sequence alignment easily. © 2009 Wiley Periodicals, Inc. J Comput Chem, 2009     

A novel class of small functional peptides that bind and inhibit human alpha-thrombin isolated by mRNA display

Here we report the in vitro selection of novel small peptide motifs that bind to human alpha-thrombin. We have applied mRNA display to select for thrombin binding peptides from an unbiased library of 1.2 x 10(11) different 35-mer peptides, each containing a random sequence of 15 amino acids. Two clones showed binding affinities ranging from 166 to 520 nM. A conserved motif of four amino acids, DPGR, was identified. Clot formation of human plasma is inhibited by the selected clones, and they downregulate the thrombin-mediated activation of protein C. The identified peptide motifs do not share primary sequence similarities to any of the known natural thrombin binding motifs. As new inhibitors for human thrombin open interesting possibilities in thrombosis research, our newly identified peptides may provide further insights into this field of investigation and may be possible candidates for the development of new anti-thrombotic agents.     

Rapid determination of multiple linear kinase substrate motifs by mass spectrometry

Kinase-substrate recognition depends on the chemical properties of the phosphorylatable residue as well as the surrounding linear sequence motif. Detailed knowledge of these characteristics increases the confidence of linking identified phosphorylation sites to kinases, predicting phosphorylation sites, and designing optimal peptide substrates. Here, we present a mass spectrometry-based approach for determining linear kinase substrate motifs by elaborating the positional and chemical preference of the kinase for a phosphorylatable residue using libraries of naturally-occurring peptides that are amenable to peptide identification by commonly used proteomics platforms. We applied this approach to a structurally and functionally diverse set of purified kinases, which recapitulated their previously described substrate motifs and discovered additional ones, including preferences of certain kinases for phosphorylatable residues adjacent to peptide termini. Furthermore, we identify specific and distinguishable motif elements for the four members of the polo-like kinase (Plk) family and verify members of these motif elements for Plk1 in vivo.     

A high throughput fluorescence polarization assay for inhibitors of the GoLoco motif/G-alpha interaction

The GoLoco motif is a short Galpha-binding polypeptide sequence. It is often found in proteins that regulate cell-surface receptor signaling, such as RGS12, as well as in proteins that regulate mitotic spindle orientation and force generation during cell division, such as GPSM2/LGN. Here, we describe a high throughput fluorescence polarization (FP) assay using fluorophore-labeled GoLoco motif peptides for identifying inhibitors of the GoLoco motif interaction with the G-protein alpha subunit Galpha (i1). The assay exhibits considerable stability over time and is tolerant to DMSO up to 5%. The Z'-factors for robustness of the GPSM2 and RGS12 GoLoco motif assays in a 96-well plate format were determined to be 0.81 and 0.84, respectively; the latter assay was run in a 384-well plate format and produced a Z'-factor of 0.80. To determine the screening factor window (Z-factor) of the RGS12 GoLoco motif screen using a small molecule library, the NCI Diversity Set was screened. The Z-factor was determined to be 0.66, suggesting that this FP assay would perform well when developed for 1,536-well format and scaled up to larger libraries. We then miniaturized to a 4 microL final volume a pair of FP assays utilizing fluorescein- (green) and rhodamine- (red) labeled RGS12 GoLoco motif peptides. In a fully-automated run, the Sigma-Aldrich LOPAC(1280) collection was screened three times with every library compound being tested over a range of concentrations following the quantitative high throughput screening (qHTS) paradigm; excellent assay performance was noted with average Z-factors of 0.84 and 0.66 for the green- and red-label assays, respectively.     

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.     

Directed evolution of protease beacons that enable sensitive detection of endogenous MT1-MMP activity in tumor cell lines

Directed evolution was applied to identify peptide substrates with enhanced hydrolysis rates by MT1-MMP suitable for protease beacon development. Screening of a random pentapeptide library, using two-color CLiPS, yielded several substrates identical to motifs in distinct collagens that shared the consensus sequence P-x-G↓L. To identify substrates with enhanced cleavage rates, a second-generation decapeptide library incorporating the consensus was screened under stringent conditions, which resulted in a MxPLG↓(M)/(L)M(G)/(A)R consensus motif. These substrates are hydrolyzed by human-MT1-MMP up to six times faster than reported peptide substrates and are stable in plasma. Finally, incubation of soluble protease beacons incorporating the optimized substrates, but not previous substrates, enabled direct detection of endogenous MT1-MMP activity of human-fibrosarcoma (HT-1080) cells. Extended substrate libraries coupled with CLiPS should be useful to generate more effective activity probes for a variety of proteolytic enzymes.