Secondary structure prediction of interacting RNA molecules

Computational tools for prediction of the secondary structure of two or more interacting nucleic acid molecules are useful for understanding mechanisms for ribozyme function, determining the affinity of an oligonucleotide primer to its target, and designing good antisense oligonucleotides, novel ribozymes, DNA code words, or nanostructures. Here, we introduce new algorithms for prediction of the minimum free energy pseudoknot-free secondary structure of two or more nucleic acid molecules, and for prediction of alternative low-energy (sub-optimal) secondary structures for two nucleic acid molecules. We provide a comprehensive analysis of our predictions against secondary structures of interacting RNA molecules drawn from the literature. Analysis of our tools on 17 sequences of up to 200 nucleotides that do not form pseudoknots shows that they have 79% accuracy, on average, for the minimum free energy predictions. When the best of 100 sub-optimal foldings is taken, the average accuracy increases to 91%. The accuracy decreases as the sequences increase in length and as the number of pseudoknots and tertiary interactions increases. Our algorithms extend the free energy minimization algorithm of Zuker and Stiegler for secondary structure prediction, and the sub-optimal folding algorithm by Wuchty et al. Implementations of our algorithms are freely available in the package MultiRNAFold.     

Comparative analysis of RNA/protein dynamics for the arginine-rich-binding motif and zinc-finger-binding motif proteins encoded by HIV-1

We report a comparative study in which a single-molecule fluorescence resonance energy transfer approach was used to examine how the binding of two families of HIV-1 viral proteins to viral RNA hairpins locally changes the RNA secondary structures. The single-molecule fluorescence resonance energy transfer results indicate that the zinc finger protein (nucleocapsid) locally melts the TAR RNA and RRE-IIB RNA hairpins, whereas arginine-rich motif proteins (Tat and Rev) may strengthen the hairpin structures through specific binding interactions. Competition experiments show that Tat and Rev can effectively inhibit the nucleocapsid-chaperoned annealing of complementary DNA oligonucleotides to the TAR and RRE-IIB RNA hairpins, respectively. The competition binding data presented here suggest that the specific nucleic acid binding interactions of Tat and Rev can effectively compete with the general nucleic acid binding/chaperone functions of the nucleocapsid protein, and thus may in principle help regulate critical events during the HIV life cycle.     

Highly sensitive detection of hybridization of oligonucleotides to specific sequences of nucleic acids by application of fluorescence resonance energy transfer

We show a new application of fluorescence resonance energy transfer (FRET) in two stages to detect specific sequences of nucleic acids. In the first stage, two fluorescently tagged oligonucleotides hybridize with a complementary target molecule to produce FRET. The sequences of the oligonucleotides and spectral properties of fluorophores are chosen to provide a basis for an efficient energy transfer. In the next step, the specificity of hybridization is tested by competition of labeled probes with an excess of unlabeled oligonucleotides of the same sequence. The resulting emission spectra, one obtained in the excess of unlabeled donor probe and the other produced in the excess of unlabeled acceptor probe, are compared with the spectrum from the first stage to look for differences in the emission pattern of the fluorescent labels. We show that it is possible to detect the existence of specific hybrids composed of the two probes and complementary target molecule even in very unfavorable conditions, such as the presence of unhybridized probes in the final reaction mixture, secondary nonacceptor quenching of donor probe fluorescence, and strong background emission of acceptor produced by its direct excitation with a donor excitation light.     

Poliovirus protein 3AB displays nucleic acid chaperone and helix-destabilizing activities

Poliovirus protein 3AB displayed nucleic acid chaperone activity in promoting the hybridization of complementary nucleic acids and destabilizing secondary structure. Hybridization reactions at 30 degrees C between 20- and 40-nucleotide RNA oligonucleotides and 179- or 765-nucleotide RNAs that contained a complementary region were greatly enhanced in the presence of 3AB. The effect was nonspecific as reactions between DNA oligonucleotides and RNA or DNA templates were also enhanced. Reactions were optimal with 1 mM MgCl(2) and 20 mM KCl. Analysis of the reactions with various 3AB and template concentrations indicated that enhancement required a critical amount of 3AB that increased as the concentration of nucleic acid increased. This was consistent with a requirement for 3AB to "coat" the nucleic acids for enhancement. The helix-destabilizing activity of 3AB was tested in an assay with two 42-nucleotide completely complementary DNAs. Each complement formed a strong stem-loop (DeltaG = -7.2 kcal/mol) that required unwinding for hybridization to occur. DNAs were modified at the 3' or 5' end with fluorescent probes such that hybridization resulted in quenching of the fluorescent signal. Under optimal conditions at 30 degrees C, 3AB stimulated hybridization in a concentration-dependent manner, as did human immunodeficiency virus nucleocapsid protein, an established chaperone. The results are discussed with respect to the role of 3AB in viral replication and recombination.     

Synthesis and oligonucleotide incorporation of fluorescent cytosine analogue tC: a promising nucleic acid probe

The tricyclic cytosine, tC, is a fluorescent base analogue with excellent properties for investigating intrinsic characteristics of nucleic acid as well as interactions between nucleic acids and other molecules. Its unique fluorescence properties and insignificant influence on overall structure and dynamics of nucleic acid after incorporation makes tC particularly interesting in fluorescence resonance energy transfer and anisotropy measurements. We here describe a straightforward synthesis of the standard monomer form of tC for DNA solid-phase synthesis, the tC phosphoramidite, and its subsequent incorporation into oligonucleotides. The total synthesis of the tC phosphoramidite takes approximately 8 days and its incorporation and the subsequent oligonucleotide purification an additional day.     

Quantitative approaches to monitor protein-nucleic acid interactions using fluorescent probes

Sequence-specific recognition of nucleic acids by proteins is required for nearly every aspect of gene expression. Quantitative binding experiments are a useful tool to measure the ability of a protein to distinguish between multiple sequences. Here, we describe the use of fluorophore-labeled oligonucleotide probes to quantitatively monitor protein/nucleic acid interactions. We review two complementary experimental methods, fluorescence polarization and fluorescence electrophoretic mobility shift assays, that enable the quantitative measurement of binding affinity. We also present two strategies for post-synthetic end-labeling of DNA or RNA oligonucleotides with fluorescent dyes. The approaches discussed here are efficient and sensitive, providing a safe and accessible alternative to the more commonly used radio-isotopic methods.     

Evaluation of single-stranded nucleic acids as carriers in the DNA-directed assembly of macromolecules

Current developments in nanosciences indicate that the self-assembly of macromolecules, such as proteins or metallic nanoclusters, can be conveniently achieved by means of nucleic acid hybridization. Within this context, we here report on the evaluation of single-stranded nucleic acids to be utilized as carrier backbones in DNA-directed self-assembly. A microplate solid-phase hybridization assay is described which allows rapid experimental determination of the hybridization efficiencies of various sequence stretches within a given nucleic acid carrier strand. As demonstrated for two DNA fragments of different sequence, the binding efficiencies of several oligonucleotides depend on the formation of specific secondary structure elements within the carrier molecule. A correlation of sequence-specific hybridization capability with modeled secondary structure is also obvious from experiments using the fluorescence gel-shift analysis. Electrophoretic studies on the employment of helper oligonucleotides in the formation of supramolecular conjugates of several oligonucleotide-tagged proteins indicate, that structural constraints can be minimized by disruption of intramolecular secondary structures of the carrier molecule. To estimate the influences of the chemical nature of the carrier, gel-shift experiments are carried out to compare a 170mer RNA molecule with its DNA analogue. Ternary aggregates, containing two protein components bound to the carrier, are formed with a greater efficiency on the DNA instead of the RNA carrier backbone.     

Forks and combs and DNA: the synthesis of branched oligodeoxyribonucleotides.

Nucleoside phosphoramidite derivatives containing two protected primary hydroxyl functions have been incorporated into synthetic oligonucleotides as 'branching monomers'. With selective deprotection, multiple identical copies of an additional oligonucleotide can be incorporated to form fork- or comb-like structures for use as signal amplification materials in nucleic acid hybridization assays.     

LNA-modified oligonucleotides effectively drive intramolecular-stable hairpin to intermolecular-duplex state

Sequence-specific hybridization of antisense and antigene agent to the target nucleic acid is an important therapeutic strategy to modulate gene expression. However, efficiency of such agents falls due to inherent intramolecular-secondary-structures present in the target that pose competition to intermolecular hybridization by complementary antisense/antigene agent. Performance of these agents can be improved by employing structurally modified complementary oligonucleotides that efficiently hybridize to the target and force it to transit from an intramolecular-structured-state to an intermolecular-duplex state. In this study, the potential of variably substituted locked nucleic acid-modified oligonucleotides (8mer) to hybridize and disrupt highly stable, secondary structure of nucleic acid has been biophysically characterized and compared with the conventionally used unmodified DNA oligonucleotides. The target here is a stem-loop hairpin oligonucleotide-a structure commonly present in most structured-nucleic acids and known to exhibit an array of biological functions. Using fluorescence-based studies and EMSA we prove that LNA-modified oligonucleotides hybridize to the target hairpin with higher binding affinity even at lower concentration and subsequently, force it to assume a duplex conformation. LNA-modified oligonucleotides may thus, prove as potential therapeutic candidates to manipulate gene expression by disruption of biologically relevant nucleic acid secondary structure.     

Structural analysis of nucleic acids by labeled oligonucleotides

In this report, the characterization of labeled oligonucleotides was discussed from the view points of base sequence analysis and structural analysis of nucleic acids in solution. Oligonucleotides site specifically spin labeled with TEMPO and fluorescent labeled with fluorescein were prepared and used for those analyses. The changes of ESR lines and rotational correlation time (tau) of the spin labeled oligonucleotide (S-probe) were dependent on the base sequence of S-probe, diastereoisomers, and the manner of hybridization. These results suggest that the conformation of the hybrid largely affected the local mobility of TEMPO and that tau value of S-probe reflected the local structure of the hybrid. When S-probe which was complementary to a single strand region of 5S RNA, was mixed with 5S RNA, tau value largely changed, indicating that the S-probe could form hybrid with 5S RNA in solution. Similar results were also obtained in the fluorescence depolarization analysis using fluorescent labeled oligonucleotide (F-probe). These results suggest that S-probe and F-probe are capable for the recognition of the secondary structure of 5S RNA in solution and useful for the analysis of the secondary structure of other nucleic acids in solution.     

Parsing nucleic acid pseudoknotted secondary structure: algorithm and applications.

Accurate prediction of pseudoknotted nucleic acid secondary structure is an important computational challenge. Prediction algorithms based on dynamic programming aim to find a structure with minimum free energy according to some thermodynamic ("sum of loop energies") model that is implicit in the recurrences of the algorithm. However, a clear definition of what exactly are the loops in pseudoknotted structures, and their associated energies, has been lacking. In this work, we present a complete classification of loops in pseudoknotted nucleic secondary structures, and describe the Rivas and Eddy and other energy models as sum-of-loops energy models. We give a linear time algorithm for parsing a pseudoknotted secondary structure into its component loops. We give two applications of our parsing algorithm. The first is a linear time algorithm to calculate the free energy of a pseudoknotted secondary structure. This is useful for heuristic prediction algorithms, which are widely used since (pseudoknotted) RNA secondary structure prediction is NP-hard. The second application is a linear time algorithm to test the generality of the dynamic programming algorithm of Akutsu for secondary structure prediction.Together with previous work, we use this algorithm to compare the generality of state-of-the-art algorithms on real biological structures.     

Branched DNA amplification multimers for the sensitive, direct detection of human hepatitis viruses.

Branched oligonucleotides (bDNA) have been synthesized containing a unique primary segment and a set of identical secondary fragments covalently attached to the primary sequence through branch points. The primary sequence is designed to hybridize (directly or indirectly) to a target nucleic acid, such as hepatitis B virus (HBV) or hepatitis C virus (HCV) genomic DNA or RNA, respectively. The secondary fragments are used to direct the binding of multiple copies of a small oligonucleotide labelled with alkaline phosphatase. Assays for the presence of HBV and HCV based on the application of these branched amplification multimers have been devised. It is possible to detect as few as 1,000 hepatitis viral genomes directly.     

GelStar nucleic acid gel stain: high sensitivity detection in gels.

GelStar nucleic acid gel stain can be used for sensitive fluorescent detection of both double-stranded (ds) and single-stranded (ss) DNAs, oligonucleotides and RNA in gels. The stain can be added to agarose gels at casting for immediate imaging after electrophoresis or can be used after electrophoresis with both agarose and acrylamide gels. GelStar stain is highly fluorescent only when bound to nucleic acids thus giving superior signal-to-noise ratios and obviating the need to destain the gel. The detection limits of GelStar strain are 20 pg for dsDNA, 25 pg for ssDNA and 10 ng for native or glyoxal-treated RNA.     

Nucleic acid structure and sequence probing using fluorescent base analogue tC(O)

The fluorescent cytosine analog tC(O) is on average the brightest probe of its kind and, moreover, it introduces minimal perturbations to the normal secondary structure of DNA. Here several ways of how tC(O), with an advantage, can be used as a local fluorescent probe in nucleic acid systems are presented. Most importantly, we show that tC(O) is an excellent probe for the detection of individual melting processes of complex nucleic acid structures containing a large number of separate secondary structure motifs. Since conventional UV-melting investigations merely monitor the global melting process of the whole nucleic acid structure, e.g. multi-hairpin systems in RNA/DNA, and thus is incapable of estimating individual melting transitions of such systems, tC(O) represents a new method of characterization. Furthermore, we find that tC(O) may be used to detect bulges and loops in nucleic acids as well as to distinguish a matched base-pair from several of the mismatched.     

Two sides of the coin: affinity and specificity of nucleic acid interactions

During the past decade, synthetic nucleobase oligomers have found wide use in biochemical sciences, biotechnology and molecular medicine, both as research and/or diagnostic tools and as therapeutics. Numerous applications of common and modified oligonucleotides and oligonucleotide mimics rely on their ability to sequence-specifically recognize nucleic acid targets (DNA or RNA) by forming duplexes or triplexes. In general, these applications would benefit significantly from enhanced binding affinities of nucleobase oligomers in the formation of various secondary structures. However, for high-affinity probes, the selectivity of sequence recognition must also be improved to avoid undesirable associations with mismatched DNA and RNA sites. Here, we review recent progress in understanding the molecular mechanisms of nucleic acid interactions and the development of new high-affinity plus high-specificity oligonucleotides and their mimics, with particular emphasis on peptide nucleic acids.     

A FRET-based screening assay for nucleic acid ligands

Some of the most serious diseases are characterized by the presence of a specific secondary structure within DNA or RNA, often in the promoter or the coding region of the responsible gene, that enhances or disrupts expression of the protein. Structural elements that impact cellular function may also be formed in other genomic regions such as telomeres. Compounds that interact with such structural elements may be useful in diagnosis or treatment of patients. In this report, we present a FRET melting assay that allows testing of libraries of compounds against four different nucleic acid structures. Compounds are tested to determine whether they stabilize preformed secondary structures (i.e., whether they cause an increase in melting temperature (T(m))). This property is described by the ΔT(m) parameter, which is the difference between the T(m) of the compound-stabilized structure and the T(m) of the unbound structure. Model oligonucleotides are labeled with FAM as a fluorescent donor and TAMRA as an acceptor. The intensity of FAM fluorescence is recorded as a function of temperature. Melting temperatures are determined by the FRET method in 96-well plates; this assay could easily be converted into 384-well format.     

Liquid-based hybridization assay with real-time detection in miniaturized array platforms

An assay for the fluorescent detection of short oligonucleotide probe hybridization in miniaturized high-density array platforms is presented. It combines hybridization in solution with real-time fluorescent detection, which involves measurement of fluorescence increase by means of an induced fluorescence resonance energy transfer. The feasibility of this approach using DNA or RNA as a target, and short DNA- as well as LNA (locked nucleic acid)-modified oligonucleotides as probes is shown. The presented approach could potentially contribute to a significant increase in the throughput of large-scale genomic applications, such as oligofingerprinting and genotyping, and also reduce material consumption.     

Exciton interaction in molecular beacons: a sensitive sensor for short range modifications of the nucleic acid structure

Molecular beacons are hairpin-shaped, single-stranded oligonucleotides constituting sensitive fluorescent DNA probes widely used to report the presence of specific nucleic acids. In its closed form the stem of the hairpin holds the fluorophore covalently attached to one end, close to the quencher, which is covalently attached to the other end. Here we report that in the closed form the fluorophore and the quencher form a ground state intramolecular heterodimer whose spectral properties can be described by exciton theory. Formation of the heterodimers was found to be poorly sensitive to the stem sequence, the respective positions of the dyes and the nature of the nucleic acid (DNA or RNA). The heterodimer allows strong coupling between the transition dipoles of the two chromophores, leading to dramatic changes in the absorption spectrum that are not compatible with a Förster-type fluorescence resonance energy transfer (FRET) mechanism. The excitonic heterodimer and its associated absorption spectrum are extremely sensitive to the orientation of and distance between the dyes. Accordingly, the application of molecular beacons can be extended to monitoring short range modifications of the stem structure. Moreover, the excitonic interaction was also found to operate for doubly end-labeled duplexes.