RNA aptamers directed against release factor 1 from Thermus thermophilus

An in vitro selection/amplification (SELEX) was used to generate RNA aptamers that specifically bind Thermus thermophilus release factor 1 (RF1). From 31 isolated clones, two groups of aptamers with invariable sequences 5'-ACCU-3' and 5'-GAAAGC-3' were isolated. Chemical and enzymatic probing of the structure indicate that in both groups the invariable sequences are located in single-stranded regions of hairpin structures. Complex formations between RF1 and aptamers of both groups were identified by electrophoretic shift assay and chemical footprinting. Deletion of the invariable sequences did not effect the secondary structure of the aptamers but abolished their binding to RF1. RNA motifs matching the invariable sequences of the aptamers are present as consensus sequences in the peptidyl transferase center of 23S rRNAs. T. thermophilus RF1 recognizes UAG stop codons in an Escherichia coli in vitro translation system. Aptamers from both groups inhibited this RF1 activity.     

Evolution of specific RNA motifs derived from pan-protein interacting precursors

In vitro evolution of nucleic acid aptamers is a powerful tool to investigate the structure–function relationship of natural occurring RNA–protein interaction motifs. Otherwise, it also allows the identification of novel RNA-based ligands that can be used to investigate a target’s function in its native environment. However, artifacts have been described during in vitro selection procedures hampering the successful enrichment of aptamers. Here we describe a novel observation, namely the enrichment of pan-protein binding RNA sequences. We demonstrate that evolution of specific target binding sequences originating from a pan-protein binding RNA precursor is possible in general. Our data demonstrate that the mutual co-variation of an ancestor molecule can be applied for the evolution of specific target binding RNA sequences. These results might have implications in the context of the RNA world theory, exemplifying a possible evolutionary route towards protein-specific RNA molecules from a common ancestor.     

Predicting candidate genomic sequences that correspond to synthetic functional RNA motifs

Riboswitches and RNA interference are important emerging mechanisms found in many organisms to control gene expression. To enhance our understanding of such RNA roles, finding small regulatory motifs in genomes presents a challenge on a wide scale. Many simple functional RNA motifs have been found by in vitro selection experiments, which produce synthetic target-binding aptamers as well as catalytic RNAs, including the hammerhead ribozyme. Motivated by the prediction of Piganeau and Schroeder [(2003) Chem. Biol., 10, 103–104] that synthetic RNAs may have natural counterparts, we develop and apply an efficient computational protocol for identifying aptamer-like motifs in genomes. We define motifs from the sequence and structural information of synthetic aptamers, search for sequences in genomes that will produce motif matches, and then evaluate the structural stability and statistical significance of the potential hits. Our application to aptamers for streptomycin, chloramphenicol, neomycin B and ATP identifies 37 candidate sequences (in coding and non-coding regions) that fold to the target aptamer structures in bacterial and archaeal genomes. Further energetic screening reveals that several candidates exhibit energetic properties and sequence conservation patterns that are characteristic of functional motifs. Besides providing candidates for experimental testing, our computational protocol offers an avenue for expanding natural RNA's functional repertoire.     

Analyses of SELEX-derived ZAP-binding RNA aptamers suggest that the binding specificity is determined by both structure and sequence of the RNA

The zinc-finger antiviral protein (ZAP) is a host factor that specifically inhibits the replication of certain viruses, including murine leukemia virus, Sindbis virus and Ebola virus, by targeting the viral mRNAs for degradation. ZAP directly binds to the target viral mRNA and recruits the cellular RNA degradation machinery to degrade the RNA. No significant sequence similarity or obvious common motifs have been found in the so far identified target viral mRNAs. The minimum length of the target sequence is about 500nt long. Short workable ZAP-binding RNAs should facilitate further studies on the ZAP-RNA interaction and characterization of such RNAs may provide some insights into the underlying mechanism. In this study, we used the SELEX method to isolate ZAP-binding RNA aptamers. After 21 rounds of selection, ZAP-binding aptamers were isolated. Sequence analysis revealed that they are G-rich RNAs with predicted stem-loop structures containing conserved “GGGUGG” and “GAGGG” motifs in the loop region. Insertion of the aptamer sequence into a luciferase reporter failed to render the reporter sensitive to ZAP. However, overexpression of the aptamers modestly but significantly reduced ZAP’s antiviral activity. Substitution of the conserved motifs of the aptamers significantly impaired their ZAP-binding ability and ZAP-antagonizing activity, suggesting that the RNA sequence is important for specific interaction between ZAP and the target RNA. The aptamers identified in this report should provide useful tools to further investigate the details of the interaction between ZAP and the target RNAs.     

Anti-Rex aptamers as mimics of the Rex-binding element

RNA molecules that bind tightly and specifically to a Rex fusion protein have been isolated from a conformationally constrained pool of random sequence RNAs. The anti-Rex aptamers effectively mimic several features of the wild-type Rex-binding element (XBE). The highest-affinity aptamers effectively compete with the wild-type XBE for binding to the RNA-binding domain of Rex, an arginine-rich motif (ARM), but do not bind to the functionally analogous Rev protein or its ARM. However, characteristic sequence and structural motifs found in some of the anti-Rex aptamers may provide insights into how the Rex protein can interact with other viral RNAs, such as the Rev-responsive element. The anti-Rex aptamers can functionally substitute for the XBE in vivo, a result which supports a previously proposed model for mRNA transport in which the viral genome serves as a platform for assembling a nucleoprotein complex that can co-opt the cellular transport apparatus. Overall, these studies suggest that anti-Rex aptamers may serve as RNA decoys of the Rex protein.     

Evolutionary origins and directed evolution of RNA

In vitro selection experiments show first and foremost that it is possible that functional nucleic acids can arise from random sequence libraries. Indeed, even simple sequence and structural motifs can prove to be robust binding species and catalysts, indicating that it may have been possible to transition from even the earliest self-replicators to a nascent, RNA-catalyzed metabolism. Because of the diversity of aptamers and ribozymes that can be selected, it is possible to construct a 'fossil record' of the evolution of the RNA world, with in vitro selected catalysts filling in as doppelgangers for molecules long gone. In this way a plausible pathway from simple oligonucleotide replicators to genomic polymerases can be imagined, as can a pathway from basal ribozyme activities to the ribosome. Most importantly, though, in vitro selection experiments can give a true and quantitative idea of the likelihood that these scenarios could have played out in the RNA world. Simple binding species and catalysts could have evolved into other structures and functions. As replicating sequences grew longer, new, more complex functions or faster catalytic activities could have been accessed. Some activities may have been isolated in sequence space, but others could have been approached along large, interconnected neutral networks. As the number, type, and length of ribozymes increased, RNA genomes would have evolved and eventually there would have been no area in a fitness landscape that would have been inaccessible. Self-replication would have inexorably led to life.     

Specific arginine mediated RNA recognition

In many biological systems substantial roles are played by interactions between amino acids and RNA. Among amino acids L-arginine seems to be particularly relevant, because the guanidinium group of arginine side chain can potentially form five hydrogen bonds with appropriately positioned acceptor groups of RNA. Extensive studies reveal that specific arginine recognition is achieved by many different RNAs over a broad range of binding affinities. Arginine is frequently found among amino acids in the nucleic acid-binding motifs in various proteins. For example, specific binding of the HIV-1 Tat protein to its RNA site (TAR) is mediated by a single arginine residue. Free arginine can be also bound by the guanosine site in the group I Tetrahymena ribosomal RNA intron catalytic centre, as well as by numerous RNA motifs, called arginine aptamers, which have been selected in vitro.     

Guilt by association: the arginine case revisited

If the genetic code arose in an RNA world, present codon assignments may reflect primordial RNA-amino acid affinities. Whether aptamers selected from random pools to bind free amino acids do so using the cognate codons at their binding sites has been controversial. Here we defend and extend our previous analysis of arginine binding sites, and propose a model for the maintenance of codon-amino acid interactions through the evolution of amino acids from ribozyme cofactors into the building blocks of proteins.     

A computational proposal for designing structured RNA pools for in vitro selection of RNAs

Although in vitro selection technology is a versatile experimental tool for discovering novel synthetic RNA molecules, finding complex RNA molecules is difficult because most RNAs identified from random sequence pools are simple motifs, consistent with recent computational analysis of such sequence pools. Thus, enriching in vitro selection pools with complex structures could increase the probability of discovering novel RNAs. Here we develop an approach for engineering sequence pools that links RNA sequence space regions with corresponding structural distributions via a "mixing matrix" approach combined with a graph theory analysis. We define five classes of mixing matrices motivated by covariance mutations in RNA; these constructs define nucleotide transition rates and are applied to chosen starting sequences to yield specific nonrandom pools. We examine the coverage of sequence space as a function of the mixing matrix and starting sequence via clustering analysis. We show that, in contrast to random sequences, which are associated only with a local region of sequence space, our designed pools, including a structured pool for GTP aptamers, can target specific motifs. It follows that experimental synthesis of designed pools can benefit from using optimized starting sequences, mixing matrices, and pool fractions associated with each of our constructed pools as a guide. Automation of our approach could provide practical tools for pool design applications for in vitro selection of RNAs and related problems.     

Synthetic biology with RNA motifs

Structural motifs in naturally occurring RNAs and RNPs can be employed as new molecular parts for synthetic biology to facilitate the development of novel devices and systems that modulate cellular functions. In this review, we focus on the following: (i) experimental evolution techniques of RNA molecules in vitro and (ii) their applications for regulating gene expression systems in vivo. For experimental evolution, new artificial RNA aptamers and RNA enzymes (ribozymes) have been selected in vitro. These functional RNA molecules are likely to be applicable in the reprogramming of existing gene regulatory systems. Furthermore, they may be used for designing hypothetical RNA-based living systems in the so-called RNA world. For the regulation of gene expressions in living cells, the development of new riboswitches allows us to modulate the target gene expression in a tailor-made manner. Moreover, recently RNA-based synthetic genetic circuits have been reported by employing functional RNA molecules, expanding the repertory of synthetic biology with RNA motifs.     

Selection and evolution of NTP-specific aptamers

ATP occupies a central position in biology, for it is both an elementary building block of RNA and the most widely used cofactor in all living organisms. For this reason, it has been a recurrent target for in vitro molecular evolution techniques. The exploration of ATP-binding motifs constitutes both an important step in investigating the plausibility of the ‘RNA world’ hypothesis and a central starting point for the development of new enzymes. To date, only two RNA motifs that bind ATP have been characterized. The first one is targeted to the adenosine moiety, while the second one recognizes the ‘Hoogsteen’ face of the base. To isolate aptamers that bind ATP in different orientations, we selected RNAs on an affinity resin that presents ATP in three different orientations. We obtained five new motifs that were characterized and subsequently submitted to a secondary selection protocol designed to isolate aptamers specific for cordycepin. Interestingly, all the ATP-binding motifs selected specifically recognize the sugar-phosphate backbone region of the nucleotides. Three of the aptamers show some selectivity for adenine derivatives, while the remainder recognize any of the four nucleotides with similar efficiency. The characteristics of these aptamers are discussed along with implications for in vitro molecular evolution.     

Combining SELEX and the yeast three-hybrid system for in vivo selection and classification of RNA aptamers

Aptamers are small nucleic acid ligands that bind to their targets with specificity and high affinity. They are generated by a combinatorial technology, known as SELEX. This in vitro approach uses iterative cycles of enrichment and amplification to select binders from nucleic acid libraries of high complexity. Here we combine SELEX with the yeast three-hybrid system in order to select for RNA aptamers with in vivo binding activity. As a target molecule, we chose the RNA recognition motif-containing RNA-binding protein Rrm4 from the corn pathogen Ustilago maydis. Rrm4 is an ELAV-like protein containing three N-terminal RNA recognition motifs (RRMs). It has been implicated in microtubule-dependent RNA transport during pathogenic development. After 11 SELEX cycles, four aptamer classes were identified. These sequences were further screened for their in vivo binding activity applying the yeast three-hybrid system. Of the initial aptamer classes only members of two classes were capable of binding in vivo. Testing representatives of both classes against Rrm4 variants mutated in one of the three RRM domains revealed that these aptamers interacted with the third RRM. Thus, the yeast three-hybrid system is a useful extension to the SELEX protocol for the identification and characterization of aptamers with in vivo binding activity.     

Sense codon in Escherichia coli are translated in context

The nucleotide frequencies 5' and 3' to the sense codons in highly and weakly expressed genes have been investigated by the chi-squares method. A comparison between the experimental and computer-generated random nucleotide sequences (in which each codon is substituted by a random synonymous one) was made. It was shown that the choice of a particular codon among the synonymous ones in a given position of the gene depends on the three nucleotides 3' and 5' adjacent to the codon in highly expressed genes (the triplet 3' and a single nucleotide 5' to the codons in weakly expressed genes). Concrete patterns for the preferable choice of synonymous codons depending on their contexts are presented. It is suggested that these constraints are related to the efficiency of messenger translation. The constraints on the amino acid sequences of encoded proteins also lead to statistically significant bases in nucleotide frequencies around the sense codons. The biological role of these constraints is discussed.     

A graph theoretical approach for predicting common RNA secondary structure motifs including pseudoknots in unaligned sequences

MOTIVATION: RNA structure motifs contained in mRNAs have been found to play important roles in regulating gene expression. However, identification of novel RNA regulatory motifs using computational methods has not been widely explored. Effective tools for predicting novel RNA regulatory motifs based on genomic sequences are needed. RESULTS: We present a new method for predicting common RNA secondary structure motifs in a set of functionally or evolutionarily related RNA sequences. This method is based on comparison of stems (palindromic helices) between sequences and is implemented by applying graph-theoretical approaches. It first finds all possible stable stems in each sequence and compares stems pairwise between sequences by some defined features to find stems conserved across any two sequences. Then by applying a maximum clique finding algorithm, it finds all significant stems conserved across at least k sequences. Finally, it assembles in topological order all possible compatible conserved stems shared by at least k sequences and reports a number of the best assembled stem sets as the best candidate common structure motifs. This method does not require prior structural alignment of the sequences and is able to detect pseudoknot structures. We have tested this approach on some RNA sequences with known secondary structures, in which it is capable of detecting the real structures completely or partially correctly and outperforms other existing programs for similar purposes. AVAILABILITY: The algorithm has been implemented in C++ in a program called comRNA, which is available at http://ural.wustl.edu/softwares.html